From cd90b1025afd9a5ca67d428adb05cec74587e151 Mon Sep 17 00:00:00 2001
From: Jocelyne <jocelyne@dhcp-172-21-44-199.wlan.uni-hamburg.de.local>
Date: Thu, 16 Nov 2023 16:26:02 +0100
Subject: [PATCH] preprocessing of dataset GSE48350
---
.../AD-GSE48350-preprocess.ipynb | 31379 +++++++++++++
...-GSE48350.RMA.maxRowVariance.log2exprs.tsv | 18167 ++++++++
preprocessing-of-data/AD-GSE48350.pData.tsv | 254 +
.../AD_GSE48350_GPL570probe_mapping.tsv | 37299 ++++++++++++++++
4 files changed, 87099 insertions(+)
create mode 100644 preprocessing-of-data/AD-GSE48350-preprocess.ipynb
create mode 100644 preprocessing-of-data/AD-GSE48350.RMA.maxRowVariance.log2exprs.tsv
create mode 100644 preprocessing-of-data/AD-GSE48350.pData.tsv
create mode 100644 preprocessing-of-data/AD_GSE48350_GPL570probe_mapping.tsv
diff --git a/preprocessing-of-data/AD-GSE48350-preprocess.ipynb b/preprocessing-of-data/AD-GSE48350-preprocess.ipynb
new file mode 100644
index 0000000..2b6546e
--- /dev/null
+++ b/preprocessing-of-data/AD-GSE48350-preprocess.ipynb
@@ -0,0 +1,31379 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "myboxplot <- function(eset, title){\n",
+ " options(repr.plot.width = 10, repr.plot.height = 4)\n",
+ " title <- paste0(title, '/', annotation(eset))\n",
+ " boxplot(exprs(eset), boxwex = 0.6, notch = T, main = title, outline = FALSE, las =2)\n",
+ "}\n",
+ "\n",
+ "myhist <- function(eset, title = \"Histogram\", xlabel = \"RMAlog2\"){\n",
+ " i = 1\n",
+ " plot(density((exprs(eset)[,i]), na.rm = T), main = title, xlab = xlabel)\n",
+ " for(i in 2:dim(exprs(eset))[2]){\n",
+ " lines(density((exprs(eset)[,i]), na.rm = T),)\n",
+ " }\n",
+ "}\n",
+ "\n",
+ "getSnames <- function(sname, ext =\".CEL.gz\"){\n",
+ " sname <- sub(ext, \"\", sname)\n",
+ " sname <- unlist(sname)[1]\n",
+ " return(sname)\n",
+ "}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning message:\n",
+ "\"package 'biomaRt' was built under R version 4.1.2\"\n"
+ ]
+ }
+ ],
+ "source": [
+ "library(biomaRt)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table class=\"dataframe\">\n",
+ "<caption>A data.frame: 4 x 2</caption>\n",
+ "<thead>\n",
+ "\t<tr><th scope=col>biomart</th><th scope=col>version</th></tr>\n",
+ "\t<tr><th scope=col><chr></th><th scope=col><chr></th></tr>\n",
+ "</thead>\n",
+ "<tbody>\n",
+ "\t<tr><td>genes </td><td>Ensembl Genes 110 </td></tr>\n",
+ "\t<tr><td>mouse_strains</td><td>Mouse strains 110 </td></tr>\n",
+ "\t<tr><td>snps </td><td>Ensembl Variation 110 </td></tr>\n",
+ "\t<tr><td>regulation </td><td>Ensembl Regulation 110</td></tr>\n",
+ "</tbody>\n",
+ "</table>\n"
+ ],
+ "text/latex": [
+ "A data.frame: 4 x 2\n",
+ "\\begin{tabular}{ll}\n",
+ " biomart & version\\\\\n",
+ " <chr> & <chr>\\\\\n",
+ "\\hline\n",
+ "\t genes & Ensembl Genes 110 \\\\\n",
+ "\t mouse\\_strains & Mouse strains 110 \\\\\n",
+ "\t snps & Ensembl Variation 110 \\\\\n",
+ "\t regulation & Ensembl Regulation 110\\\\\n",
+ "\\end{tabular}\n"
+ ],
+ "text/markdown": [
+ "\n",
+ "A data.frame: 4 x 2\n",
+ "\n",
+ "| biomart <chr> | version <chr> |\n",
+ "|---|---|\n",
+ "| genes | Ensembl Genes 110 |\n",
+ "| mouse_strains | Mouse strains 110 |\n",
+ "| snps | Ensembl Variation 110 |\n",
+ "| regulation | Ensembl Regulation 110 |\n",
+ "\n"
+ ],
+ "text/plain": [
+ " biomart version \n",
+ "1 genes Ensembl Genes 110 \n",
+ "2 mouse_strains Mouse strains 110 \n",
+ "3 snps Ensembl Variation 110 \n",
+ "4 regulation Ensembl Regulation 110"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "listEnsembl()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning message:\n",
+ "\"package 'GEOquery' was built under R version 4.1.2\"\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Loading required package: Biobase\n",
+ "\n",
+ "Warning message:\n",
+ "\"package 'Biobase' was built under R version 4.1.1\"\n",
+ "Loading required package: BiocGenerics\n",
+ "\n",
+ "Warning message:\n",
+ "\"package 'BiocGenerics' was built under R version 4.1.1\"\n",
+ "\n",
+ "Attaching package: 'BiocGenerics'\n",
+ "\n",
+ "\n",
+ "The following objects are masked from 'package:stats':\n",
+ "\n",
+ " IQR, mad, sd, var, xtabs\n",
+ "\n",
+ "\n",
+ "The following objects are masked from 'package:base':\n",
+ "\n",
+ " Filter, Find, Map, Position, Reduce, anyDuplicated, append,\n",
+ " as.data.frame, basename, cbind, colnames, dirname, do.call,\n",
+ " duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,\n",
+ " lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,\n",
+ " pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table,\n",
+ " tapply, union, unique, unsplit, which.max, which.min\n",
+ "\n",
+ "\n",
+ "Welcome to Bioconductor\n",
+ "\n",
+ " Vignettes contain introductory material; view with\n",
+ " 'browseVignettes()'. To cite Bioconductor, see\n",
+ " 'citation(\"Biobase\")', and for packages 'citation(\"pkgname\")'.\n",
+ "\n",
+ "\n",
+ "Setting options('download.file.method.GEOquery'='auto')\n",
+ "\n",
+ "Setting options('GEOquery.inmemory.gpl'=FALSE)\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "library(GEOquery)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Found 1 file(s)\n",
+ "\n",
+ "GSE48350_series_matrix.txt.gz\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "gse <- getGEO(\n",
+ " GEO = \"GSE48350\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table class=\"dataframe\">\n",
+ "<caption>A data.frame: 253 x 50</caption>\n",
+ "<thead>\n",
+ "\t<tr><th></th><th scope=col>title</th><th scope=col>geo_accession</th><th scope=col>status</th><th scope=col>submission_date</th><th scope=col>last_update_date</th><th scope=col>type</th><th scope=col>channel_count</th><th scope=col>source_name_ch1</th><th scope=col>organism_ch1</th><th scope=col>characteristics_ch1</th><th scope=col>...</th><th scope=col>relation</th><th scope=col>relation.1</th><th scope=col>relation.2</th><th scope=col>age (yrs):ch1</th><th scope=col>apoe genotype:ch1</th><th scope=col>braak stage:ch1</th><th scope=col>brain region:ch1</th><th scope=col>gender:ch1</th><th scope=col>individual:ch1</th><th scope=col>mmse:ch1</th></tr>\n",
+ "\t<tr><th></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col>...</th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th><th scope=col><chr></th></tr>\n",
+ "</thead>\n",
+ "<tbody>\n",
+ "\t<tr><th scope=row>GSM300166</th><td>PostcentralGyrus_female_91yrs_indiv10 </td><td>GSM300166</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, postcentral gyrus, female, 91 years </td><td>Homo sapiens</td><td>individual: 10, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>91</td><td>NA</td><td>NA</td><td>postcentral gyrus </td><td>female</td><td>10, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300167</th><td>SuperiorFrontalGyrus_female_91yrs_indiv10</td><td>GSM300167</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, superior frontal gyrus, female, 91 years</td><td>Homo sapiens</td><td>individual: 10, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>91</td><td>NA</td><td>NA</td><td>superior frontal gyrus</td><td>female</td><td>10, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300168</th><td>Hippocampus_female_96yrs_indiv105 </td><td>GSM300168</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, female, 96 years </td><td>Homo sapiens</td><td>individual: 105, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>96</td><td>NA</td><td>NA</td><td>hippocampus </td><td>female</td><td>105, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300169</th><td>Hippocampus_male_82yrs_indiv106 </td><td>GSM300169</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, male, 82 years </td><td>Homo sapiens</td><td>individual: 106, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>82</td><td>NA</td><td>NA</td><td>hippocampus </td><td>male </td><td>106, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300170</th><td>Hippocampus_male_84yrs_indiv108 </td><td>GSM300170</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, male, 84 years </td><td>Homo sapiens</td><td>individual: 108, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>84</td><td>NA</td><td>NA</td><td>hippocampus </td><td>male </td><td>108, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300171</th><td>Hippocampus_female_87yrs_indiv109 </td><td>GSM300171</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, female, 87 years </td><td>Homo sapiens</td><td>individual: 109, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>87</td><td>NA</td><td>NA</td><td>hippocampus </td><td>female</td><td>109, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300172</th><td>Hippocampus_female_82yrs_indiv111 </td><td>GSM300172</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, female, 82 years </td><td>Homo sapiens</td><td>individual: 111, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>82</td><td>NA</td><td>NA</td><td>hippocampus </td><td>female</td><td>111, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300173</th><td>EntorhinalCortex_male_45yrs_indiv12 </td><td>GSM300173</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, entorhinal cortex, male, 45 years </td><td>Homo sapiens</td><td>individual: 12, AA </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>45</td><td>NA</td><td>NA</td><td>entorhinal cortex </td><td>male </td><td>12, AA </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300174</th><td>Hippocampus_male_45yrs_indiv12 </td><td>GSM300174</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, male, 45 years </td><td>Homo sapiens</td><td>individual: 12, AA </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>45</td><td>NA</td><td>NA</td><td>hippocampus </td><td>male </td><td>12, AA </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300175</th><td>PostcentralGyrus_male_45yrs_indiv12 </td><td>GSM300175</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, postcentral gyrus, male, 45 years </td><td>Homo sapiens</td><td>individual: 12, AA </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>45</td><td>NA</td><td>NA</td><td>postcentral gyrus </td><td>male </td><td>12, AA </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300176</th><td>SuperiorFrontalGyrus_male_45yrs_indiv12 </td><td>GSM300176</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, superior frontal gyrus, male, 45 years </td><td>Homo sapiens</td><td>individual: 12, AA </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>45</td><td>NA</td><td>NA</td><td>superior frontal gyrus</td><td>male </td><td>12, AA </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300177</th><td>EntorhinalCortex_male_95yrs_indiv14 </td><td>GSM300177</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, entorhinal cortex, male, 95 years </td><td>Homo sapiens</td><td>individual: 14, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>95</td><td>NA</td><td>NA</td><td>entorhinal cortex </td><td>male </td><td>14, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300178</th><td>Hippocampus_male_95yrs_indiv14 </td><td>GSM300178</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, male, 95 years </td><td>Homo sapiens</td><td>individual: 14, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>95</td><td>NA</td><td>NA</td><td>hippocampus </td><td>male </td><td>14, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300179</th><td>PostcentralGyrus_male_95yrs_indiv14 </td><td>GSM300179</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, postcentral gyrus, male, 95 years </td><td>Homo sapiens</td><td>individual: 14, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>95</td><td>NA</td><td>NA</td><td>postcentral gyrus </td><td>male </td><td>14, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300180</th><td>SuperiorFrontalGyrus_male_95yrs_indiv14 </td><td>GSM300180</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, superior frontal gyrus, male, 95 years </td><td>Homo sapiens</td><td>individual: 14, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>95</td><td>NA</td><td>NA</td><td>superior frontal gyrus</td><td>male </td><td>14, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300181</th><td>EntorhinalCortex_male_80yrs_indiv15 </td><td>GSM300181</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, entorhinal cortex, male, 80 years </td><td>Homo sapiens</td><td>individual: 15, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>80</td><td>NA</td><td>NA</td><td>entorhinal cortex </td><td>male </td><td>15, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300182</th><td>Hippocampus_male_80yrs_indiv15 </td><td>GSM300182</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, male, 80 years </td><td>Homo sapiens</td><td>individual: 15, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>80</td><td>NA</td><td>NA</td><td>hippocampus </td><td>male </td><td>15, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300183</th><td>PostcentralGyrus_male_80yrs_indiv15 </td><td>GSM300183</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, postcentral gyrus, male, 80 years </td><td>Homo sapiens</td><td>individual: 15, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>80</td><td>NA</td><td>NA</td><td>postcentral gyrus </td><td>male </td><td>15, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300185</th><td>Hippocampus_male_91yrs_indiv16-07 </td><td>GSM300185</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, male, 91 years </td><td>Homo sapiens</td><td>individual: 16-07, C</td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>91</td><td>NA</td><td>NA</td><td>hippocampus </td><td>male </td><td>16-07, C</td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300186</th><td>EntorhinalCortex_female_45yrs_indiv17 </td><td>GSM300186</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, entorhinal cortex, female, 45 years </td><td>Homo sapiens</td><td>individual: 17, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>45</td><td>NA</td><td>NA</td><td>entorhinal cortex </td><td>female</td><td>17, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300187</th><td>Hippocampus_female_45yrs_indiv17 </td><td>GSM300187</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, female, 45 years </td><td>Homo sapiens</td><td>individual: 17, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>45</td><td>NA</td><td>NA</td><td>hippocampus </td><td>female</td><td>17, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300188</th><td>SuperiorFrontalGyrus_female_45yrs_indiv17</td><td>GSM300188</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, superior frontal gyrus, female, 45 years</td><td>Homo sapiens</td><td>individual: 17, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>45</td><td>NA</td><td>NA</td><td>superior frontal gyrus</td><td>female</td><td>17, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300189</th><td>EntorhinalCortex_female_74yrs_indiv18 </td><td>GSM300189</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, entorhinal cortex, female, 74 years </td><td>Homo sapiens</td><td>individual: 18, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>74</td><td>NA</td><td>NA</td><td>entorhinal cortex </td><td>female</td><td>18, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300190</th><td>Hippocampus_female_74yrs_indiv18 </td><td>GSM300190</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, female, 74 years </td><td>Homo sapiens</td><td>individual: 18, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>74</td><td>NA</td><td>NA</td><td>hippocampus </td><td>female</td><td>18, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300191</th><td>SuperiorFrontalGyrus_female_74yrs_indiv18</td><td>GSM300191</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, superior frontal gyrus, female, 74 years</td><td>Homo sapiens</td><td>individual: 18, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>74</td><td>NA</td><td>NA</td><td>superior frontal gyrus</td><td>female</td><td>18, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300192</th><td>EntorhinalCortex_female_99yrs_indiv2 </td><td>GSM300192</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, entorhinal cortex, female, 99 years </td><td>Homo sapiens</td><td>individual: 2, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>99</td><td>NA</td><td>NA</td><td>entorhinal cortex </td><td>female</td><td>2, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300193</th><td>Hippocampus_female_99yrs_indiv2 </td><td>GSM300193</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, hippocampus, female, 99 years </td><td>Homo sapiens</td><td>individual: 2, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>99</td><td>NA</td><td>NA</td><td>hippocampus </td><td>female</td><td>2, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300194</th><td>PostcentralGyrus_female_99yrs_indiv2 </td><td>GSM300194</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, postcentral gyrus, female, 99 years </td><td>Homo sapiens</td><td>individual: 2, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>99</td><td>NA</td><td>NA</td><td>postcentral gyrus </td><td>female</td><td>2, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300195</th><td>SuperiorFrontalGyrus_female_99yrs_indiv2 </td><td>GSM300195</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, superior frontal gyrus, female, 99 years</td><td>Homo sapiens</td><td>individual: 2, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>99</td><td>NA</td><td>NA</td><td>superior frontal gyrus</td><td>female</td><td>2, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>GSM300196</th><td>EntorhinalCortex_female_74yrs_indiv21 </td><td>GSM300196</td><td>Public on Oct 09 2008</td><td>Jun 25 2008</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>brain, entorhinal cortex, female, 74 years </td><td>Homo sapiens</td><td>individual: 21, C </td><td>...</td><td>Reanalyzed by: GSE119087</td><td>Reanalyzed by: GSE133349</td><td></td><td>74</td><td>NA</td><td>NA</td><td>entorhinal cortex </td><td>female</td><td>21, C </td><td>NA</td></tr>\n",
+ "\t<tr><th scope=row>...</th><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td></td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176246</th><td>post-central gyrus_male_76_AD_69 </td><td>GSM1176246</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>76</td><td>4,4</td><td>III </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176247</th><td>post-central gyrus_male_79_AD_7 </td><td>GSM1176247</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>79</td><td>3,4</td><td>VI </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>6 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176248</th><td>post-central gyrus_male_85_AD_51 </td><td>GSM1176248</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>85</td><td>3,3</td><td>III </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>22 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176249</th><td>post-central gyrus_male_85_AD_74 </td><td>GSM1176249</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>85</td><td>3,4</td><td>II </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176250</th><td>post-central gyrus_male_86_AD_92 </td><td>GSM1176250</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>86</td><td>3,3</td><td>IV </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>19 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176251</th><td>post-central gyrus_male_87_AD_19 </td><td>GSM1176251</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>87</td><td>3,4</td><td>V </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>12 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176252</th><td>post-central gyrus_male_94_AD_44 </td><td>GSM1176252</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>94</td><td>3,4</td><td>IV </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>18 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176253</th><td>post-central gyrus_male_94_AD_5 </td><td>GSM1176253</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>94</td><td>3,3</td><td>VI </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>15 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176254</th><td>post-central gyrus_male_94_AD_90 </td><td>GSM1176254</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>post-central gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>94</td><td>3,3</td><td>IV </td><td>post-central gyrus </td><td>male </td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176255</th><td>superior frontal gyrus_female_74_AD_37</td><td>GSM1176255</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>74</td><td>2,4</td><td>VI </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>17 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176256</th><td>superior frontal gyrus_female_76_AD_48</td><td>GSM1176256</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>76</td><td>3,3</td><td>V </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>3 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176257</th><td>superior frontal gyrus_female_86_AD_15</td><td>GSM1176257</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>86</td><td>4,4</td><td>VI </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>9 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176258</th><td>superior frontal gyrus_female_82_AD_9 </td><td>GSM1176258</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>82</td><td>3,4</td><td>VI </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>0 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176259</th><td>superior frontal gyrus_female_85_AD_24</td><td>GSM1176259</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>85</td><td>3,4</td><td>IV </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>26 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176260</th><td>superior frontal gyrus_female_85_AD_57</td><td>GSM1176260</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>85</td><td>3,3</td><td>V </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176261</th><td>superior frontal gyrus_female_88_AD_91</td><td>GSM1176261</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>88</td><td>3,4</td><td>IV </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>27 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176262</th><td>superior frontal gyrus_female_90_AD_23</td><td>GSM1176262</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>90</td><td>3,4</td><td>VI </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>12 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176263</th><td>superior frontal gyrus_female_90_AD_36</td><td>GSM1176263</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>90</td><td>3,4</td><td>IV </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>17 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176264</th><td>superior frontal gyrus_female_90_AD_6 </td><td>GSM1176264</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>90</td><td>3,4</td><td>V </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>20 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176265</th><td>superior frontal gyrus_female_90_AD_75</td><td>GSM1176265</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>90</td><td>4,4</td><td>III </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176266</th><td>superior frontal gyrus_female_91_AD_11</td><td>GSM1176266</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>91</td><td>4,4</td><td>V-VI </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>11 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176267</th><td>superior frontal gyrus_female_94_AD_70</td><td>GSM1176267</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>94</td><td>3,3</td><td>I </td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176268</th><td>superior frontal gyrus_female_95_AD_64</td><td>GSM1176268</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_female_AD</td><td>Homo sapiens</td><td>gender: female</td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>95</td><td>3,3</td><td>no info</td><td>superior frontal gyrus</td><td>female</td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176269</th><td>superior frontal gyrus_male_76_AD_33 </td><td>GSM1176269</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>76</td><td>4,4</td><td>V </td><td>superior frontal gyrus</td><td>male </td><td>NA</td><td>0 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176270</th><td>superior frontal gyrus_male_85_AD_51 </td><td>GSM1176270</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>85</td><td>3,3</td><td>III </td><td>superior frontal gyrus</td><td>male </td><td>NA</td><td>22 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176271</th><td>superior frontal gyrus_male_85_AD_74 </td><td>GSM1176271</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>85</td><td>3,4</td><td>II </td><td>superior frontal gyrus</td><td>male </td><td>NA</td><td>no info</td></tr>\n",
+ "\t<tr><th scope=row>GSM1176272</th><td>superior frontal gyrus_male_86_AD_92 </td><td>GSM1176272</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>86</td><td>3,3</td><td>IV </td><td>superior frontal gyrus</td><td>male </td><td>NA</td><td>19 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176273</th><td>superior frontal gyrus_male_94_AD_44 </td><td>GSM1176273</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>94</td><td>3,4</td><td>IV </td><td>superior frontal gyrus</td><td>male </td><td>NA</td><td>18 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176274</th><td>superior frontal gyrus_male_94_AD_5 </td><td>GSM1176274</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>94</td><td>3,3</td><td>VI </td><td>superior frontal gyrus</td><td>male </td><td>NA</td><td>15 </td></tr>\n",
+ "\t<tr><th scope=row>GSM1176275</th><td>superior frontal gyrus_male_94_AD_90 </td><td>GSM1176275</td><td>Public on Apr 21 2014</td><td>Jun 27 2013</td><td>Jun 26 2019</td><td>RNA</td><td>1</td><td>superior frontal gyrus_male_AD </td><td>Homo sapiens</td><td>gender: male </td><td>...</td><td>Reanalyzed by: GSE133349</td><td></td><td></td><td>94</td><td>3,3</td><td>IV </td><td>superior frontal gyrus</td><td>male </td><td>NA</td><td>no info</td></tr>\n",
+ "</tbody>\n",
+ "</table>\n"
+ ],
+ "text/latex": [
+ "A data.frame: 253 x 50\n",
+ "\\begin{tabular}{r|lllllllllllllllllllll}\n",
+ " & title & geo\\_accession & status & submission\\_date & last\\_update\\_date & type & channel\\_count & source\\_name\\_ch1 & organism\\_ch1 & characteristics\\_ch1 & ... & relation & relation.1 & relation.2 & age (yrs):ch1 & apoe genotype:ch1 & braak stage:ch1 & brain region:ch1 & gender:ch1 & individual:ch1 & mmse:ch1\\\\\n",
+ " & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & ... & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr> & <chr>\\\\\n",
+ "\\hline\n",
+ "\tGSM300166 & PostcentralGyrus\\_female\\_91yrs\\_indiv10 & GSM300166 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, postcentral gyrus, female, 91 years & Homo sapiens & individual: 10, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 91 & NA & NA & postcentral gyrus & female & 10, C & NA\\\\\n",
+ "\tGSM300167 & SuperiorFrontalGyrus\\_female\\_91yrs\\_indiv10 & GSM300167 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, superior frontal gyrus, female, 91 years & Homo sapiens & individual: 10, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 91 & NA & NA & superior frontal gyrus & female & 10, C & NA\\\\\n",
+ "\tGSM300168 & Hippocampus\\_female\\_96yrs\\_indiv105 & GSM300168 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, female, 96 years & Homo sapiens & individual: 105, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 96 & NA & NA & hippocampus & female & 105, C & NA\\\\\n",
+ "\tGSM300169 & Hippocampus\\_male\\_82yrs\\_indiv106 & GSM300169 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, male, 82 years & Homo sapiens & individual: 106, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 82 & NA & NA & hippocampus & male & 106, C & NA\\\\\n",
+ "\tGSM300170 & Hippocampus\\_male\\_84yrs\\_indiv108 & GSM300170 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, male, 84 years & Homo sapiens & individual: 108, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 84 & NA & NA & hippocampus & male & 108, C & NA\\\\\n",
+ "\tGSM300171 & Hippocampus\\_female\\_87yrs\\_indiv109 & GSM300171 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, female, 87 years & Homo sapiens & individual: 109, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 87 & NA & NA & hippocampus & female & 109, C & NA\\\\\n",
+ "\tGSM300172 & Hippocampus\\_female\\_82yrs\\_indiv111 & GSM300172 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, female, 82 years & Homo sapiens & individual: 111, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 82 & NA & NA & hippocampus & female & 111, C & NA\\\\\n",
+ "\tGSM300173 & EntorhinalCortex\\_male\\_45yrs\\_indiv12 & GSM300173 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, entorhinal cortex, male, 45 years & Homo sapiens & individual: 12, AA & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 45 & NA & NA & entorhinal cortex & male & 12, AA & NA\\\\\n",
+ "\tGSM300174 & Hippocampus\\_male\\_45yrs\\_indiv12 & GSM300174 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, male, 45 years & Homo sapiens & individual: 12, AA & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 45 & NA & NA & hippocampus & male & 12, AA & NA\\\\\n",
+ "\tGSM300175 & PostcentralGyrus\\_male\\_45yrs\\_indiv12 & GSM300175 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, postcentral gyrus, male, 45 years & Homo sapiens & individual: 12, AA & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 45 & NA & NA & postcentral gyrus & male & 12, AA & NA\\\\\n",
+ "\tGSM300176 & SuperiorFrontalGyrus\\_male\\_45yrs\\_indiv12 & GSM300176 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, superior frontal gyrus, male, 45 years & Homo sapiens & individual: 12, AA & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 45 & NA & NA & superior frontal gyrus & male & 12, AA & NA\\\\\n",
+ "\tGSM300177 & EntorhinalCortex\\_male\\_95yrs\\_indiv14 & GSM300177 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, entorhinal cortex, male, 95 years & Homo sapiens & individual: 14, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 95 & NA & NA & entorhinal cortex & male & 14, C & NA\\\\\n",
+ "\tGSM300178 & Hippocampus\\_male\\_95yrs\\_indiv14 & GSM300178 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, male, 95 years & Homo sapiens & individual: 14, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 95 & NA & NA & hippocampus & male & 14, C & NA\\\\\n",
+ "\tGSM300179 & PostcentralGyrus\\_male\\_95yrs\\_indiv14 & GSM300179 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, postcentral gyrus, male, 95 years & Homo sapiens & individual: 14, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 95 & NA & NA & postcentral gyrus & male & 14, C & NA\\\\\n",
+ "\tGSM300180 & SuperiorFrontalGyrus\\_male\\_95yrs\\_indiv14 & GSM300180 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, superior frontal gyrus, male, 95 years & Homo sapiens & individual: 14, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 95 & NA & NA & superior frontal gyrus & male & 14, C & NA\\\\\n",
+ "\tGSM300181 & EntorhinalCortex\\_male\\_80yrs\\_indiv15 & GSM300181 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, entorhinal cortex, male, 80 years & Homo sapiens & individual: 15, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 80 & NA & NA & entorhinal cortex & male & 15, C & NA\\\\\n",
+ "\tGSM300182 & Hippocampus\\_male\\_80yrs\\_indiv15 & GSM300182 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, male, 80 years & Homo sapiens & individual: 15, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 80 & NA & NA & hippocampus & male & 15, C & NA\\\\\n",
+ "\tGSM300183 & PostcentralGyrus\\_male\\_80yrs\\_indiv15 & GSM300183 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, postcentral gyrus, male, 80 years & Homo sapiens & individual: 15, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 80 & NA & NA & postcentral gyrus & male & 15, C & NA\\\\\n",
+ "\tGSM300185 & Hippocampus\\_male\\_91yrs\\_indiv16-07 & GSM300185 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, male, 91 years & Homo sapiens & individual: 16-07, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 91 & NA & NA & hippocampus & male & 16-07, C & NA\\\\\n",
+ "\tGSM300186 & EntorhinalCortex\\_female\\_45yrs\\_indiv17 & GSM300186 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, entorhinal cortex, female, 45 years & Homo sapiens & individual: 17, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 45 & NA & NA & entorhinal cortex & female & 17, C & NA\\\\\n",
+ "\tGSM300187 & Hippocampus\\_female\\_45yrs\\_indiv17 & GSM300187 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, female, 45 years & Homo sapiens & individual: 17, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 45 & NA & NA & hippocampus & female & 17, C & NA\\\\\n",
+ "\tGSM300188 & SuperiorFrontalGyrus\\_female\\_45yrs\\_indiv17 & GSM300188 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, superior frontal gyrus, female, 45 years & Homo sapiens & individual: 17, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 45 & NA & NA & superior frontal gyrus & female & 17, C & NA\\\\\n",
+ "\tGSM300189 & EntorhinalCortex\\_female\\_74yrs\\_indiv18 & GSM300189 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, entorhinal cortex, female, 74 years & Homo sapiens & individual: 18, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 74 & NA & NA & entorhinal cortex & female & 18, C & NA\\\\\n",
+ "\tGSM300190 & Hippocampus\\_female\\_74yrs\\_indiv18 & GSM300190 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, female, 74 years & Homo sapiens & individual: 18, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 74 & NA & NA & hippocampus & female & 18, C & NA\\\\\n",
+ "\tGSM300191 & SuperiorFrontalGyrus\\_female\\_74yrs\\_indiv18 & GSM300191 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, superior frontal gyrus, female, 74 years & Homo sapiens & individual: 18, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 74 & NA & NA & superior frontal gyrus & female & 18, C & NA\\\\\n",
+ "\tGSM300192 & EntorhinalCortex\\_female\\_99yrs\\_indiv2 & GSM300192 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, entorhinal cortex, female, 99 years & Homo sapiens & individual: 2, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 99 & NA & NA & entorhinal cortex & female & 2, C & NA\\\\\n",
+ "\tGSM300193 & Hippocampus\\_female\\_99yrs\\_indiv2 & GSM300193 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, hippocampus, female, 99 years & Homo sapiens & individual: 2, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 99 & NA & NA & hippocampus & female & 2, C & NA\\\\\n",
+ "\tGSM300194 & PostcentralGyrus\\_female\\_99yrs\\_indiv2 & GSM300194 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, postcentral gyrus, female, 99 years & Homo sapiens & individual: 2, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 99 & NA & NA & postcentral gyrus & female & 2, C & NA\\\\\n",
+ "\tGSM300195 & SuperiorFrontalGyrus\\_female\\_99yrs\\_indiv2 & GSM300195 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, superior frontal gyrus, female, 99 years & Homo sapiens & individual: 2, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 99 & NA & NA & superior frontal gyrus & female & 2, C & NA\\\\\n",
+ "\tGSM300196 & EntorhinalCortex\\_female\\_74yrs\\_indiv21 & GSM300196 & Public on Oct 09 2008 & Jun 25 2008 & Jun 26 2019 & RNA & 1 & brain, entorhinal cortex, female, 74 years & Homo sapiens & individual: 21, C & ... & Reanalyzed by: GSE119087 & Reanalyzed by: GSE133349 & & 74 & NA & NA & entorhinal cortex & female & 21, C & NA\\\\\n",
+ "\t... & ... & ... & ... & ... & ... & ... & ... & ... & ... & ... & & ... & ... & ... & ... & ... & ... & ... & ... & ... & ...\\\\\n",
+ "\tGSM1176246 & post-central gyrus\\_male\\_76\\_AD\\_69 & GSM1176246 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 76 & 4,4 & III & post-central gyrus & male & NA & no info\\\\\n",
+ "\tGSM1176247 & post-central gyrus\\_male\\_79\\_AD\\_7 & GSM1176247 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 79 & 3,4 & VI & post-central gyrus & male & NA & 6 \\\\\n",
+ "\tGSM1176248 & post-central gyrus\\_male\\_85\\_AD\\_51 & GSM1176248 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 85 & 3,3 & III & post-central gyrus & male & NA & 22 \\\\\n",
+ "\tGSM1176249 & post-central gyrus\\_male\\_85\\_AD\\_74 & GSM1176249 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 85 & 3,4 & II & post-central gyrus & male & NA & no info\\\\\n",
+ "\tGSM1176250 & post-central gyrus\\_male\\_86\\_AD\\_92 & GSM1176250 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 86 & 3,3 & IV & post-central gyrus & male & NA & 19 \\\\\n",
+ "\tGSM1176251 & post-central gyrus\\_male\\_87\\_AD\\_19 & GSM1176251 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 87 & 3,4 & V & post-central gyrus & male & NA & 12 \\\\\n",
+ "\tGSM1176252 & post-central gyrus\\_male\\_94\\_AD\\_44 & GSM1176252 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 94 & 3,4 & IV & post-central gyrus & male & NA & 18 \\\\\n",
+ "\tGSM1176253 & post-central gyrus\\_male\\_94\\_AD\\_5 & GSM1176253 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 94 & 3,3 & VI & post-central gyrus & male & NA & 15 \\\\\n",
+ "\tGSM1176254 & post-central gyrus\\_male\\_94\\_AD\\_90 & GSM1176254 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & post-central gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 94 & 3,3 & IV & post-central gyrus & male & NA & no info\\\\\n",
+ "\tGSM1176255 & superior frontal gyrus\\_female\\_74\\_AD\\_37 & GSM1176255 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 74 & 2,4 & VI & superior frontal gyrus & female & NA & 17 \\\\\n",
+ "\tGSM1176256 & superior frontal gyrus\\_female\\_76\\_AD\\_48 & GSM1176256 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 76 & 3,3 & V & superior frontal gyrus & female & NA & 3 \\\\\n",
+ "\tGSM1176257 & superior frontal gyrus\\_female\\_86\\_AD\\_15 & GSM1176257 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 86 & 4,4 & VI & superior frontal gyrus & female & NA & 9 \\\\\n",
+ "\tGSM1176258 & superior frontal gyrus\\_female\\_82\\_AD\\_9 & GSM1176258 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 82 & 3,4 & VI & superior frontal gyrus & female & NA & 0 \\\\\n",
+ "\tGSM1176259 & superior frontal gyrus\\_female\\_85\\_AD\\_24 & GSM1176259 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 85 & 3,4 & IV & superior frontal gyrus & female & NA & 26 \\\\\n",
+ "\tGSM1176260 & superior frontal gyrus\\_female\\_85\\_AD\\_57 & GSM1176260 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 85 & 3,3 & V & superior frontal gyrus & female & NA & no info\\\\\n",
+ "\tGSM1176261 & superior frontal gyrus\\_female\\_88\\_AD\\_91 & GSM1176261 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 88 & 3,4 & IV & superior frontal gyrus & female & NA & 27 \\\\\n",
+ "\tGSM1176262 & superior frontal gyrus\\_female\\_90\\_AD\\_23 & GSM1176262 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 90 & 3,4 & VI & superior frontal gyrus & female & NA & 12 \\\\\n",
+ "\tGSM1176263 & superior frontal gyrus\\_female\\_90\\_AD\\_36 & GSM1176263 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 90 & 3,4 & IV & superior frontal gyrus & female & NA & 17 \\\\\n",
+ "\tGSM1176264 & superior frontal gyrus\\_female\\_90\\_AD\\_6 & GSM1176264 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 90 & 3,4 & V & superior frontal gyrus & female & NA & 20 \\\\\n",
+ "\tGSM1176265 & superior frontal gyrus\\_female\\_90\\_AD\\_75 & GSM1176265 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 90 & 4,4 & III & superior frontal gyrus & female & NA & no info\\\\\n",
+ "\tGSM1176266 & superior frontal gyrus\\_female\\_91\\_AD\\_11 & GSM1176266 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 91 & 4,4 & V-VI & superior frontal gyrus & female & NA & 11 \\\\\n",
+ "\tGSM1176267 & superior frontal gyrus\\_female\\_94\\_AD\\_70 & GSM1176267 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 94 & 3,3 & I & superior frontal gyrus & female & NA & no info\\\\\n",
+ "\tGSM1176268 & superior frontal gyrus\\_female\\_95\\_AD\\_64 & GSM1176268 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_female\\_AD & Homo sapiens & gender: female & ... & Reanalyzed by: GSE133349 & & & 95 & 3,3 & no info & superior frontal gyrus & female & NA & no info\\\\\n",
+ "\tGSM1176269 & superior frontal gyrus\\_male\\_76\\_AD\\_33 & GSM1176269 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 76 & 4,4 & V & superior frontal gyrus & male & NA & 0 \\\\\n",
+ "\tGSM1176270 & superior frontal gyrus\\_male\\_85\\_AD\\_51 & GSM1176270 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 85 & 3,3 & III & superior frontal gyrus & male & NA & 22 \\\\\n",
+ "\tGSM1176271 & superior frontal gyrus\\_male\\_85\\_AD\\_74 & GSM1176271 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 85 & 3,4 & II & superior frontal gyrus & male & NA & no info\\\\\n",
+ "\tGSM1176272 & superior frontal gyrus\\_male\\_86\\_AD\\_92 & GSM1176272 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 86 & 3,3 & IV & superior frontal gyrus & male & NA & 19 \\\\\n",
+ "\tGSM1176273 & superior frontal gyrus\\_male\\_94\\_AD\\_44 & GSM1176273 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 94 & 3,4 & IV & superior frontal gyrus & male & NA & 18 \\\\\n",
+ "\tGSM1176274 & superior frontal gyrus\\_male\\_94\\_AD\\_5 & GSM1176274 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 94 & 3,3 & VI & superior frontal gyrus & male & NA & 15 \\\\\n",
+ "\tGSM1176275 & superior frontal gyrus\\_male\\_94\\_AD\\_90 & GSM1176275 & Public on Apr 21 2014 & Jun 27 2013 & Jun 26 2019 & RNA & 1 & superior frontal gyrus\\_male\\_AD & Homo sapiens & gender: male & ... & Reanalyzed by: GSE133349 & & & 94 & 3,3 & IV & superior frontal gyrus & male & NA & no info\\\\\n",
+ "\\end{tabular}\n"
+ ],
+ "text/markdown": [
+ "\n",
+ "A data.frame: 253 x 50\n",
+ "\n",
+ "| <!--/--> | title <chr> | geo_accession <chr> | status <chr> | submission_date <chr> | last_update_date <chr> | type <chr> | channel_count <chr> | source_name_ch1 <chr> | organism_ch1 <chr> | characteristics_ch1 <chr> | ... ... | relation <chr> | relation.1 <chr> | relation.2 <chr> | age (yrs):ch1 <chr> | apoe genotype:ch1 <chr> | braak stage:ch1 <chr> | brain region:ch1 <chr> | gender:ch1 <chr> | individual:ch1 <chr> | mmse:ch1 <chr> |\n",
+ "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
+ "| GSM300166 | PostcentralGyrus_female_91yrs_indiv10 | GSM300166 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, postcentral gyrus, female, 91 years | Homo sapiens | individual: 10, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 91 | NA | NA | postcentral gyrus | female | 10, C | NA |\n",
+ "| GSM300167 | SuperiorFrontalGyrus_female_91yrs_indiv10 | GSM300167 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, superior frontal gyrus, female, 91 years | Homo sapiens | individual: 10, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 91 | NA | NA | superior frontal gyrus | female | 10, C | NA |\n",
+ "| GSM300168 | Hippocampus_female_96yrs_indiv105 | GSM300168 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, female, 96 years | Homo sapiens | individual: 105, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 96 | NA | NA | hippocampus | female | 105, C | NA |\n",
+ "| GSM300169 | Hippocampus_male_82yrs_indiv106 | GSM300169 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, male, 82 years | Homo sapiens | individual: 106, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 82 | NA | NA | hippocampus | male | 106, C | NA |\n",
+ "| GSM300170 | Hippocampus_male_84yrs_indiv108 | GSM300170 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, male, 84 years | Homo sapiens | individual: 108, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 84 | NA | NA | hippocampus | male | 108, C | NA |\n",
+ "| GSM300171 | Hippocampus_female_87yrs_indiv109 | GSM300171 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, female, 87 years | Homo sapiens | individual: 109, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 87 | NA | NA | hippocampus | female | 109, C | NA |\n",
+ "| GSM300172 | Hippocampus_female_82yrs_indiv111 | GSM300172 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, female, 82 years | Homo sapiens | individual: 111, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 82 | NA | NA | hippocampus | female | 111, C | NA |\n",
+ "| GSM300173 | EntorhinalCortex_male_45yrs_indiv12 | GSM300173 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, entorhinal cortex, male, 45 years | Homo sapiens | individual: 12, AA | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 45 | NA | NA | entorhinal cortex | male | 12, AA | NA |\n",
+ "| GSM300174 | Hippocampus_male_45yrs_indiv12 | GSM300174 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, male, 45 years | Homo sapiens | individual: 12, AA | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 45 | NA | NA | hippocampus | male | 12, AA | NA |\n",
+ "| GSM300175 | PostcentralGyrus_male_45yrs_indiv12 | GSM300175 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, postcentral gyrus, male, 45 years | Homo sapiens | individual: 12, AA | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 45 | NA | NA | postcentral gyrus | male | 12, AA | NA |\n",
+ "| GSM300176 | SuperiorFrontalGyrus_male_45yrs_indiv12 | GSM300176 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, superior frontal gyrus, male, 45 years | Homo sapiens | individual: 12, AA | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 45 | NA | NA | superior frontal gyrus | male | 12, AA | NA |\n",
+ "| GSM300177 | EntorhinalCortex_male_95yrs_indiv14 | GSM300177 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, entorhinal cortex, male, 95 years | Homo sapiens | individual: 14, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 95 | NA | NA | entorhinal cortex | male | 14, C | NA |\n",
+ "| GSM300178 | Hippocampus_male_95yrs_indiv14 | GSM300178 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, male, 95 years | Homo sapiens | individual: 14, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 95 | NA | NA | hippocampus | male | 14, C | NA |\n",
+ "| GSM300179 | PostcentralGyrus_male_95yrs_indiv14 | GSM300179 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, postcentral gyrus, male, 95 years | Homo sapiens | individual: 14, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 95 | NA | NA | postcentral gyrus | male | 14, C | NA |\n",
+ "| GSM300180 | SuperiorFrontalGyrus_male_95yrs_indiv14 | GSM300180 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, superior frontal gyrus, male, 95 years | Homo sapiens | individual: 14, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 95 | NA | NA | superior frontal gyrus | male | 14, C | NA |\n",
+ "| GSM300181 | EntorhinalCortex_male_80yrs_indiv15 | GSM300181 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, entorhinal cortex, male, 80 years | Homo sapiens | individual: 15, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 80 | NA | NA | entorhinal cortex | male | 15, C | NA |\n",
+ "| GSM300182 | Hippocampus_male_80yrs_indiv15 | GSM300182 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, male, 80 years | Homo sapiens | individual: 15, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 80 | NA | NA | hippocampus | male | 15, C | NA |\n",
+ "| GSM300183 | PostcentralGyrus_male_80yrs_indiv15 | GSM300183 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, postcentral gyrus, male, 80 years | Homo sapiens | individual: 15, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 80 | NA | NA | postcentral gyrus | male | 15, C | NA |\n",
+ "| GSM300185 | Hippocampus_male_91yrs_indiv16-07 | GSM300185 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, male, 91 years | Homo sapiens | individual: 16-07, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 91 | NA | NA | hippocampus | male | 16-07, C | NA |\n",
+ "| GSM300186 | EntorhinalCortex_female_45yrs_indiv17 | GSM300186 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, entorhinal cortex, female, 45 years | Homo sapiens | individual: 17, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 45 | NA | NA | entorhinal cortex | female | 17, C | NA |\n",
+ "| GSM300187 | Hippocampus_female_45yrs_indiv17 | GSM300187 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, female, 45 years | Homo sapiens | individual: 17, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 45 | NA | NA | hippocampus | female | 17, C | NA |\n",
+ "| GSM300188 | SuperiorFrontalGyrus_female_45yrs_indiv17 | GSM300188 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, superior frontal gyrus, female, 45 years | Homo sapiens | individual: 17, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 45 | NA | NA | superior frontal gyrus | female | 17, C | NA |\n",
+ "| GSM300189 | EntorhinalCortex_female_74yrs_indiv18 | GSM300189 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, entorhinal cortex, female, 74 years | Homo sapiens | individual: 18, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 74 | NA | NA | entorhinal cortex | female | 18, C | NA |\n",
+ "| GSM300190 | Hippocampus_female_74yrs_indiv18 | GSM300190 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, female, 74 years | Homo sapiens | individual: 18, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 74 | NA | NA | hippocampus | female | 18, C | NA |\n",
+ "| GSM300191 | SuperiorFrontalGyrus_female_74yrs_indiv18 | GSM300191 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, superior frontal gyrus, female, 74 years | Homo sapiens | individual: 18, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 74 | NA | NA | superior frontal gyrus | female | 18, C | NA |\n",
+ "| GSM300192 | EntorhinalCortex_female_99yrs_indiv2 | GSM300192 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, entorhinal cortex, female, 99 years | Homo sapiens | individual: 2, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 99 | NA | NA | entorhinal cortex | female | 2, C | NA |\n",
+ "| GSM300193 | Hippocampus_female_99yrs_indiv2 | GSM300193 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, hippocampus, female, 99 years | Homo sapiens | individual: 2, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 99 | NA | NA | hippocampus | female | 2, C | NA |\n",
+ "| GSM300194 | PostcentralGyrus_female_99yrs_indiv2 | GSM300194 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, postcentral gyrus, female, 99 years | Homo sapiens | individual: 2, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 99 | NA | NA | postcentral gyrus | female | 2, C | NA |\n",
+ "| GSM300195 | SuperiorFrontalGyrus_female_99yrs_indiv2 | GSM300195 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, superior frontal gyrus, female, 99 years | Homo sapiens | individual: 2, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 99 | NA | NA | superior frontal gyrus | female | 2, C | NA |\n",
+ "| GSM300196 | EntorhinalCortex_female_74yrs_indiv21 | GSM300196 | Public on Oct 09 2008 | Jun 25 2008 | Jun 26 2019 | RNA | 1 | brain, entorhinal cortex, female, 74 years | Homo sapiens | individual: 21, C | ... | Reanalyzed by: GSE119087 | Reanalyzed by: GSE133349 | <!----> | 74 | NA | NA | entorhinal cortex | female | 21, C | NA |\n",
+ "| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | <!----> | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n",
+ "| GSM1176246 | post-central gyrus_male_76_AD_69 | GSM1176246 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 76 | 4,4 | III | post-central gyrus | male | NA | no info |\n",
+ "| GSM1176247 | post-central gyrus_male_79_AD_7 | GSM1176247 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 79 | 3,4 | VI | post-central gyrus | male | NA | 6 |\n",
+ "| GSM1176248 | post-central gyrus_male_85_AD_51 | GSM1176248 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 85 | 3,3 | III | post-central gyrus | male | NA | 22 |\n",
+ "| GSM1176249 | post-central gyrus_male_85_AD_74 | GSM1176249 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 85 | 3,4 | II | post-central gyrus | male | NA | no info |\n",
+ "| GSM1176250 | post-central gyrus_male_86_AD_92 | GSM1176250 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 86 | 3,3 | IV | post-central gyrus | male | NA | 19 |\n",
+ "| GSM1176251 | post-central gyrus_male_87_AD_19 | GSM1176251 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 87 | 3,4 | V | post-central gyrus | male | NA | 12 |\n",
+ "| GSM1176252 | post-central gyrus_male_94_AD_44 | GSM1176252 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 94 | 3,4 | IV | post-central gyrus | male | NA | 18 |\n",
+ "| GSM1176253 | post-central gyrus_male_94_AD_5 | GSM1176253 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 94 | 3,3 | VI | post-central gyrus | male | NA | 15 |\n",
+ "| GSM1176254 | post-central gyrus_male_94_AD_90 | GSM1176254 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | post-central gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 94 | 3,3 | IV | post-central gyrus | male | NA | no info |\n",
+ "| GSM1176255 | superior frontal gyrus_female_74_AD_37 | GSM1176255 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 74 | 2,4 | VI | superior frontal gyrus | female | NA | 17 |\n",
+ "| GSM1176256 | superior frontal gyrus_female_76_AD_48 | GSM1176256 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 76 | 3,3 | V | superior frontal gyrus | female | NA | 3 |\n",
+ "| GSM1176257 | superior frontal gyrus_female_86_AD_15 | GSM1176257 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 86 | 4,4 | VI | superior frontal gyrus | female | NA | 9 |\n",
+ "| GSM1176258 | superior frontal gyrus_female_82_AD_9 | GSM1176258 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 82 | 3,4 | VI | superior frontal gyrus | female | NA | 0 |\n",
+ "| GSM1176259 | superior frontal gyrus_female_85_AD_24 | GSM1176259 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 85 | 3,4 | IV | superior frontal gyrus | female | NA | 26 |\n",
+ "| GSM1176260 | superior frontal gyrus_female_85_AD_57 | GSM1176260 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 85 | 3,3 | V | superior frontal gyrus | female | NA | no info |\n",
+ "| GSM1176261 | superior frontal gyrus_female_88_AD_91 | GSM1176261 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 88 | 3,4 | IV | superior frontal gyrus | female | NA | 27 |\n",
+ "| GSM1176262 | superior frontal gyrus_female_90_AD_23 | GSM1176262 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 90 | 3,4 | VI | superior frontal gyrus | female | NA | 12 |\n",
+ "| GSM1176263 | superior frontal gyrus_female_90_AD_36 | GSM1176263 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 90 | 3,4 | IV | superior frontal gyrus | female | NA | 17 |\n",
+ "| GSM1176264 | superior frontal gyrus_female_90_AD_6 | GSM1176264 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 90 | 3,4 | V | superior frontal gyrus | female | NA | 20 |\n",
+ "| GSM1176265 | superior frontal gyrus_female_90_AD_75 | GSM1176265 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 90 | 4,4 | III | superior frontal gyrus | female | NA | no info |\n",
+ "| GSM1176266 | superior frontal gyrus_female_91_AD_11 | GSM1176266 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 91 | 4,4 | V-VI | superior frontal gyrus | female | NA | 11 |\n",
+ "| GSM1176267 | superior frontal gyrus_female_94_AD_70 | GSM1176267 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 94 | 3,3 | I | superior frontal gyrus | female | NA | no info |\n",
+ "| GSM1176268 | superior frontal gyrus_female_95_AD_64 | GSM1176268 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_female_AD | Homo sapiens | gender: female | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 95 | 3,3 | no info | superior frontal gyrus | female | NA | no info |\n",
+ "| GSM1176269 | superior frontal gyrus_male_76_AD_33 | GSM1176269 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 76 | 4,4 | V | superior frontal gyrus | male | NA | 0 |\n",
+ "| GSM1176270 | superior frontal gyrus_male_85_AD_51 | GSM1176270 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 85 | 3,3 | III | superior frontal gyrus | male | NA | 22 |\n",
+ "| GSM1176271 | superior frontal gyrus_male_85_AD_74 | GSM1176271 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 85 | 3,4 | II | superior frontal gyrus | male | NA | no info |\n",
+ "| GSM1176272 | superior frontal gyrus_male_86_AD_92 | GSM1176272 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 86 | 3,3 | IV | superior frontal gyrus | male | NA | 19 |\n",
+ "| GSM1176273 | superior frontal gyrus_male_94_AD_44 | GSM1176273 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 94 | 3,4 | IV | superior frontal gyrus | male | NA | 18 |\n",
+ "| GSM1176274 | superior frontal gyrus_male_94_AD_5 | GSM1176274 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 94 | 3,3 | VI | superior frontal gyrus | male | NA | 15 |\n",
+ "| GSM1176275 | superior frontal gyrus_male_94_AD_90 | GSM1176275 | Public on Apr 21 2014 | Jun 27 2013 | Jun 26 2019 | RNA | 1 | superior frontal gyrus_male_AD | Homo sapiens | gender: male | ... | Reanalyzed by: GSE133349 | <!----> | <!----> | 94 | 3,3 | IV | superior frontal gyrus | male | NA | no info |\n",
+ "\n"
+ ],
+ "text/plain": [
+ " title geo_accession\n",
+ "GSM300166 PostcentralGyrus_female_91yrs_indiv10 GSM300166 \n",
+ "GSM300167 SuperiorFrontalGyrus_female_91yrs_indiv10 GSM300167 \n",
+ "GSM300168 Hippocampus_female_96yrs_indiv105 GSM300168 \n",
+ "GSM300169 Hippocampus_male_82yrs_indiv106 GSM300169 \n",
+ "GSM300170 Hippocampus_male_84yrs_indiv108 GSM300170 \n",
+ "GSM300171 Hippocampus_female_87yrs_indiv109 GSM300171 \n",
+ "GSM300172 Hippocampus_female_82yrs_indiv111 GSM300172 \n",
+ "GSM300173 EntorhinalCortex_male_45yrs_indiv12 GSM300173 \n",
+ "GSM300174 Hippocampus_male_45yrs_indiv12 GSM300174 \n",
+ "GSM300175 PostcentralGyrus_male_45yrs_indiv12 GSM300175 \n",
+ "GSM300176 SuperiorFrontalGyrus_male_45yrs_indiv12 GSM300176 \n",
+ "GSM300177 EntorhinalCortex_male_95yrs_indiv14 GSM300177 \n",
+ "GSM300178 Hippocampus_male_95yrs_indiv14 GSM300178 \n",
+ "GSM300179 PostcentralGyrus_male_95yrs_indiv14 GSM300179 \n",
+ "GSM300180 SuperiorFrontalGyrus_male_95yrs_indiv14 GSM300180 \n",
+ "GSM300181 EntorhinalCortex_male_80yrs_indiv15 GSM300181 \n",
+ "GSM300182 Hippocampus_male_80yrs_indiv15 GSM300182 \n",
+ "GSM300183 PostcentralGyrus_male_80yrs_indiv15 GSM300183 \n",
+ "GSM300185 Hippocampus_male_91yrs_indiv16-07 GSM300185 \n",
+ "GSM300186 EntorhinalCortex_female_45yrs_indiv17 GSM300186 \n",
+ "GSM300187 Hippocampus_female_45yrs_indiv17 GSM300187 \n",
+ "GSM300188 SuperiorFrontalGyrus_female_45yrs_indiv17 GSM300188 \n",
+ "GSM300189 EntorhinalCortex_female_74yrs_indiv18 GSM300189 \n",
+ "GSM300190 Hippocampus_female_74yrs_indiv18 GSM300190 \n",
+ "GSM300191 SuperiorFrontalGyrus_female_74yrs_indiv18 GSM300191 \n",
+ "GSM300192 EntorhinalCortex_female_99yrs_indiv2 GSM300192 \n",
+ "GSM300193 Hippocampus_female_99yrs_indiv2 GSM300193 \n",
+ "GSM300194 PostcentralGyrus_female_99yrs_indiv2 GSM300194 \n",
+ "GSM300195 SuperiorFrontalGyrus_female_99yrs_indiv2 GSM300195 \n",
+ "GSM300196 EntorhinalCortex_female_74yrs_indiv21 GSM300196 \n",
+ "... ... ... \n",
+ "GSM1176246 post-central gyrus_male_76_AD_69 GSM1176246 \n",
+ "GSM1176247 post-central gyrus_male_79_AD_7 GSM1176247 \n",
+ "GSM1176248 post-central gyrus_male_85_AD_51 GSM1176248 \n",
+ "GSM1176249 post-central gyrus_male_85_AD_74 GSM1176249 \n",
+ "GSM1176250 post-central gyrus_male_86_AD_92 GSM1176250 \n",
+ "GSM1176251 post-central gyrus_male_87_AD_19 GSM1176251 \n",
+ "GSM1176252 post-central gyrus_male_94_AD_44 GSM1176252 \n",
+ "GSM1176253 post-central gyrus_male_94_AD_5 GSM1176253 \n",
+ "GSM1176254 post-central gyrus_male_94_AD_90 GSM1176254 \n",
+ "GSM1176255 superior frontal gyrus_female_74_AD_37 GSM1176255 \n",
+ "GSM1176256 superior frontal gyrus_female_76_AD_48 GSM1176256 \n",
+ "GSM1176257 superior frontal gyrus_female_86_AD_15 GSM1176257 \n",
+ "GSM1176258 superior frontal gyrus_female_82_AD_9 GSM1176258 \n",
+ "GSM1176259 superior frontal gyrus_female_85_AD_24 GSM1176259 \n",
+ "GSM1176260 superior frontal gyrus_female_85_AD_57 GSM1176260 \n",
+ "GSM1176261 superior frontal gyrus_female_88_AD_91 GSM1176261 \n",
+ "GSM1176262 superior frontal gyrus_female_90_AD_23 GSM1176262 \n",
+ "GSM1176263 superior frontal gyrus_female_90_AD_36 GSM1176263 \n",
+ "GSM1176264 superior frontal gyrus_female_90_AD_6 GSM1176264 \n",
+ "GSM1176265 superior frontal gyrus_female_90_AD_75 GSM1176265 \n",
+ "GSM1176266 superior frontal gyrus_female_91_AD_11 GSM1176266 \n",
+ "GSM1176267 superior frontal gyrus_female_94_AD_70 GSM1176267 \n",
+ "GSM1176268 superior frontal gyrus_female_95_AD_64 GSM1176268 \n",
+ "GSM1176269 superior frontal gyrus_male_76_AD_33 GSM1176269 \n",
+ "GSM1176270 superior frontal gyrus_male_85_AD_51 GSM1176270 \n",
+ "GSM1176271 superior frontal gyrus_male_85_AD_74 GSM1176271 \n",
+ "GSM1176272 superior frontal gyrus_male_86_AD_92 GSM1176272 \n",
+ "GSM1176273 superior frontal gyrus_male_94_AD_44 GSM1176273 \n",
+ "GSM1176274 superior frontal gyrus_male_94_AD_5 GSM1176274 \n",
+ "GSM1176275 superior frontal gyrus_male_94_AD_90 GSM1176275 \n",
+ " status submission_date last_update_date type\n",
+ "GSM300166 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300167 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300168 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300169 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300170 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300171 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300172 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300173 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300174 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300175 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300176 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300177 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300178 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300179 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300180 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300181 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300182 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300183 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300185 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300186 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300187 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300188 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300189 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300190 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300191 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300192 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300193 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300194 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300195 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "GSM300196 Public on Oct 09 2008 Jun 25 2008 Jun 26 2019 RNA \n",
+ "... ... ... ... ... \n",
+ "GSM1176246 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176247 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176248 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176249 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176250 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176251 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176252 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176253 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176254 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176255 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176256 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176257 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176258 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176259 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176260 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176261 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176262 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176263 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176264 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176265 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176266 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176267 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176268 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176269 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176270 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176271 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176272 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176273 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176274 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ "GSM1176275 Public on Apr 21 2014 Jun 27 2013 Jun 26 2019 RNA \n",
+ " channel_count source_name_ch1 \n",
+ "GSM300166 1 brain, postcentral gyrus, female, 91 years \n",
+ "GSM300167 1 brain, superior frontal gyrus, female, 91 years\n",
+ "GSM300168 1 brain, hippocampus, female, 96 years \n",
+ "GSM300169 1 brain, hippocampus, male, 82 years \n",
+ "GSM300170 1 brain, hippocampus, male, 84 years \n",
+ "GSM300171 1 brain, hippocampus, female, 87 years \n",
+ "GSM300172 1 brain, hippocampus, female, 82 years \n",
+ "GSM300173 1 brain, entorhinal cortex, male, 45 years \n",
+ "GSM300174 1 brain, hippocampus, male, 45 years \n",
+ "GSM300175 1 brain, postcentral gyrus, male, 45 years \n",
+ "GSM300176 1 brain, superior frontal gyrus, male, 45 years \n",
+ "GSM300177 1 brain, entorhinal cortex, male, 95 years \n",
+ "GSM300178 1 brain, hippocampus, male, 95 years \n",
+ "GSM300179 1 brain, postcentral gyrus, male, 95 years \n",
+ "GSM300180 1 brain, superior frontal gyrus, male, 95 years \n",
+ "GSM300181 1 brain, entorhinal cortex, male, 80 years \n",
+ "GSM300182 1 brain, hippocampus, male, 80 years \n",
+ "GSM300183 1 brain, postcentral gyrus, male, 80 years \n",
+ "GSM300185 1 brain, hippocampus, male, 91 years \n",
+ "GSM300186 1 brain, entorhinal cortex, female, 45 years \n",
+ "GSM300187 1 brain, hippocampus, female, 45 years \n",
+ "GSM300188 1 brain, superior frontal gyrus, female, 45 years\n",
+ "GSM300189 1 brain, entorhinal cortex, female, 74 years \n",
+ "GSM300190 1 brain, hippocampus, female, 74 years \n",
+ "GSM300191 1 brain, superior frontal gyrus, female, 74 years\n",
+ "GSM300192 1 brain, entorhinal cortex, female, 99 years \n",
+ "GSM300193 1 brain, hippocampus, female, 99 years \n",
+ "GSM300194 1 brain, postcentral gyrus, female, 99 years \n",
+ "GSM300195 1 brain, superior frontal gyrus, female, 99 years\n",
+ "GSM300196 1 brain, entorhinal cortex, female, 74 years \n",
+ "... ... ... \n",
+ "GSM1176246 1 post-central gyrus_male_AD \n",
+ "GSM1176247 1 post-central gyrus_male_AD \n",
+ "GSM1176248 1 post-central gyrus_male_AD \n",
+ "GSM1176249 1 post-central gyrus_male_AD \n",
+ "GSM1176250 1 post-central gyrus_male_AD \n",
+ "GSM1176251 1 post-central gyrus_male_AD \n",
+ "GSM1176252 1 post-central gyrus_male_AD \n",
+ "GSM1176253 1 post-central gyrus_male_AD \n",
+ "GSM1176254 1 post-central gyrus_male_AD \n",
+ "GSM1176255 1 superior frontal gyrus_female_AD \n",
+ "GSM1176256 1 superior frontal gyrus_female_AD \n",
+ "GSM1176257 1 superior frontal gyrus_female_AD \n",
+ "GSM1176258 1 superior frontal gyrus_female_AD \n",
+ "GSM1176259 1 superior frontal gyrus_female_AD \n",
+ "GSM1176260 1 superior frontal gyrus_female_AD \n",
+ "GSM1176261 1 superior frontal gyrus_female_AD \n",
+ "GSM1176262 1 superior frontal gyrus_female_AD \n",
+ "GSM1176263 1 superior frontal gyrus_female_AD \n",
+ "GSM1176264 1 superior frontal gyrus_female_AD \n",
+ "GSM1176265 1 superior frontal gyrus_female_AD \n",
+ "GSM1176266 1 superior frontal gyrus_female_AD \n",
+ "GSM1176267 1 superior frontal gyrus_female_AD \n",
+ "GSM1176268 1 superior frontal gyrus_female_AD \n",
+ "GSM1176269 1 superior frontal gyrus_male_AD \n",
+ "GSM1176270 1 superior frontal gyrus_male_AD \n",
+ "GSM1176271 1 superior frontal gyrus_male_AD \n",
+ "GSM1176272 1 superior frontal gyrus_male_AD \n",
+ "GSM1176273 1 superior frontal gyrus_male_AD \n",
+ "GSM1176274 1 superior frontal gyrus_male_AD \n",
+ "GSM1176275 1 superior frontal gyrus_male_AD \n",
+ " organism_ch1 characteristics_ch1 ... relation \n",
+ "GSM300166 Homo sapiens individual: 10, C ... Reanalyzed by: GSE119087\n",
+ "GSM300167 Homo sapiens individual: 10, C ... Reanalyzed by: GSE119087\n",
+ "GSM300168 Homo sapiens individual: 105, C ... Reanalyzed by: GSE119087\n",
+ "GSM300169 Homo sapiens individual: 106, C ... Reanalyzed by: GSE119087\n",
+ "GSM300170 Homo sapiens individual: 108, C ... Reanalyzed by: GSE119087\n",
+ "GSM300171 Homo sapiens individual: 109, C ... Reanalyzed by: GSE119087\n",
+ "GSM300172 Homo sapiens individual: 111, C ... Reanalyzed by: GSE119087\n",
+ "GSM300173 Homo sapiens individual: 12, AA ... Reanalyzed by: GSE119087\n",
+ "GSM300174 Homo sapiens individual: 12, AA ... Reanalyzed by: GSE119087\n",
+ "GSM300175 Homo sapiens individual: 12, AA ... Reanalyzed by: GSE119087\n",
+ "GSM300176 Homo sapiens individual: 12, AA ... Reanalyzed by: GSE119087\n",
+ "GSM300177 Homo sapiens individual: 14, C ... Reanalyzed by: GSE119087\n",
+ "GSM300178 Homo sapiens individual: 14, C ... Reanalyzed by: GSE119087\n",
+ "GSM300179 Homo sapiens individual: 14, C ... Reanalyzed by: GSE119087\n",
+ "GSM300180 Homo sapiens individual: 14, C ... Reanalyzed by: GSE119087\n",
+ "GSM300181 Homo sapiens individual: 15, C ... Reanalyzed by: GSE119087\n",
+ "GSM300182 Homo sapiens individual: 15, C ... Reanalyzed by: GSE119087\n",
+ "GSM300183 Homo sapiens individual: 15, C ... Reanalyzed by: GSE119087\n",
+ "GSM300185 Homo sapiens individual: 16-07, C ... Reanalyzed by: GSE119087\n",
+ "GSM300186 Homo sapiens individual: 17, C ... Reanalyzed by: GSE119087\n",
+ "GSM300187 Homo sapiens individual: 17, C ... Reanalyzed by: GSE119087\n",
+ "GSM300188 Homo sapiens individual: 17, C ... Reanalyzed by: GSE119087\n",
+ "GSM300189 Homo sapiens individual: 18, C ... Reanalyzed by: GSE119087\n",
+ "GSM300190 Homo sapiens individual: 18, C ... Reanalyzed by: GSE119087\n",
+ "GSM300191 Homo sapiens individual: 18, C ... Reanalyzed by: GSE119087\n",
+ "GSM300192 Homo sapiens individual: 2, C ... Reanalyzed by: GSE119087\n",
+ "GSM300193 Homo sapiens individual: 2, C ... Reanalyzed by: GSE119087\n",
+ "GSM300194 Homo sapiens individual: 2, C ... Reanalyzed by: GSE119087\n",
+ "GSM300195 Homo sapiens individual: 2, C ... Reanalyzed by: GSE119087\n",
+ "GSM300196 Homo sapiens individual: 21, C ... Reanalyzed by: GSE119087\n",
+ "... ... ... ... \n",
+ "GSM1176246 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176247 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176248 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176249 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176250 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176251 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176252 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176253 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176254 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176255 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176256 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176257 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176258 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176259 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176260 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176261 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176262 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176263 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176264 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176265 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176266 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176267 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176268 Homo sapiens gender: female ... Reanalyzed by: GSE133349\n",
+ "GSM1176269 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176270 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176271 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176272 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176273 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176274 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ "GSM1176275 Homo sapiens gender: male ... Reanalyzed by: GSE133349\n",
+ " relation.1 relation.2 age (yrs):ch1 apoe genotype:ch1\n",
+ "GSM300166 Reanalyzed by: GSE133349 91 NA \n",
+ "GSM300167 Reanalyzed by: GSE133349 91 NA \n",
+ "GSM300168 Reanalyzed by: GSE133349 96 NA \n",
+ "GSM300169 Reanalyzed by: GSE133349 82 NA \n",
+ "GSM300170 Reanalyzed by: GSE133349 84 NA \n",
+ "GSM300171 Reanalyzed by: GSE133349 87 NA \n",
+ "GSM300172 Reanalyzed by: GSE133349 82 NA \n",
+ "GSM300173 Reanalyzed by: GSE133349 45 NA \n",
+ "GSM300174 Reanalyzed by: GSE133349 45 NA \n",
+ "GSM300175 Reanalyzed by: GSE133349 45 NA \n",
+ "GSM300176 Reanalyzed by: GSE133349 45 NA \n",
+ "GSM300177 Reanalyzed by: GSE133349 95 NA \n",
+ "GSM300178 Reanalyzed by: GSE133349 95 NA \n",
+ "GSM300179 Reanalyzed by: GSE133349 95 NA \n",
+ "GSM300180 Reanalyzed by: GSE133349 95 NA \n",
+ "GSM300181 Reanalyzed by: GSE133349 80 NA \n",
+ "GSM300182 Reanalyzed by: GSE133349 80 NA \n",
+ "GSM300183 Reanalyzed by: GSE133349 80 NA \n",
+ "GSM300185 Reanalyzed by: GSE133349 91 NA \n",
+ "GSM300186 Reanalyzed by: GSE133349 45 NA \n",
+ "GSM300187 Reanalyzed by: GSE133349 45 NA \n",
+ "GSM300188 Reanalyzed by: GSE133349 45 NA \n",
+ "GSM300189 Reanalyzed by: GSE133349 74 NA \n",
+ "GSM300190 Reanalyzed by: GSE133349 74 NA \n",
+ "GSM300191 Reanalyzed by: GSE133349 74 NA \n",
+ "GSM300192 Reanalyzed by: GSE133349 99 NA \n",
+ "GSM300193 Reanalyzed by: GSE133349 99 NA \n",
+ "GSM300194 Reanalyzed by: GSE133349 99 NA \n",
+ "GSM300195 Reanalyzed by: GSE133349 99 NA \n",
+ "GSM300196 Reanalyzed by: GSE133349 74 NA \n",
+ "... ... ... ... ... \n",
+ "GSM1176246 76 4,4 \n",
+ "GSM1176247 79 3,4 \n",
+ "GSM1176248 85 3,3 \n",
+ "GSM1176249 85 3,4 \n",
+ "GSM1176250 86 3,3 \n",
+ "GSM1176251 87 3,4 \n",
+ "GSM1176252 94 3,4 \n",
+ "GSM1176253 94 3,3 \n",
+ "GSM1176254 94 3,3 \n",
+ "GSM1176255 74 2,4 \n",
+ "GSM1176256 76 3,3 \n",
+ "GSM1176257 86 4,4 \n",
+ "GSM1176258 82 3,4 \n",
+ "GSM1176259 85 3,4 \n",
+ "GSM1176260 85 3,3 \n",
+ "GSM1176261 88 3,4 \n",
+ "GSM1176262 90 3,4 \n",
+ "GSM1176263 90 3,4 \n",
+ "GSM1176264 90 3,4 \n",
+ "GSM1176265 90 4,4 \n",
+ "GSM1176266 91 4,4 \n",
+ "GSM1176267 94 3,3 \n",
+ "GSM1176268 95 3,3 \n",
+ "GSM1176269 76 4,4 \n",
+ "GSM1176270 85 3,3 \n",
+ "GSM1176271 85 3,4 \n",
+ "GSM1176272 86 3,3 \n",
+ "GSM1176273 94 3,4 \n",
+ "GSM1176274 94 3,3 \n",
+ "GSM1176275 94 3,3 \n",
+ " braak stage:ch1 brain region:ch1 gender:ch1 individual:ch1\n",
+ "GSM300166 NA postcentral gyrus female 10, C \n",
+ "GSM300167 NA superior frontal gyrus female 10, C \n",
+ "GSM300168 NA hippocampus female 105, C \n",
+ "GSM300169 NA hippocampus male 106, C \n",
+ "GSM300170 NA hippocampus male 108, C \n",
+ "GSM300171 NA hippocampus female 109, C \n",
+ "GSM300172 NA hippocampus female 111, C \n",
+ "GSM300173 NA entorhinal cortex male 12, AA \n",
+ "GSM300174 NA hippocampus male 12, AA \n",
+ "GSM300175 NA postcentral gyrus male 12, AA \n",
+ "GSM300176 NA superior frontal gyrus male 12, AA \n",
+ "GSM300177 NA entorhinal cortex male 14, C \n",
+ "GSM300178 NA hippocampus male 14, C \n",
+ "GSM300179 NA postcentral gyrus male 14, C \n",
+ "GSM300180 NA superior frontal gyrus male 14, C \n",
+ "GSM300181 NA entorhinal cortex male 15, C \n",
+ "GSM300182 NA hippocampus male 15, C \n",
+ "GSM300183 NA postcentral gyrus male 15, C \n",
+ "GSM300185 NA hippocampus male 16-07, C \n",
+ "GSM300186 NA entorhinal cortex female 17, C \n",
+ "GSM300187 NA hippocampus female 17, C \n",
+ "GSM300188 NA superior frontal gyrus female 17, C \n",
+ "GSM300189 NA entorhinal cortex female 18, C \n",
+ "GSM300190 NA hippocampus female 18, C \n",
+ "GSM300191 NA superior frontal gyrus female 18, C \n",
+ "GSM300192 NA entorhinal cortex female 2, C \n",
+ "GSM300193 NA hippocampus female 2, C \n",
+ "GSM300194 NA postcentral gyrus female 2, C \n",
+ "GSM300195 NA superior frontal gyrus female 2, C \n",
+ "GSM300196 NA entorhinal cortex female 21, C \n",
+ "... ... ... ... ... \n",
+ "GSM1176246 III post-central gyrus male NA \n",
+ "GSM1176247 VI post-central gyrus male NA \n",
+ "GSM1176248 III post-central gyrus male NA \n",
+ "GSM1176249 II post-central gyrus male NA \n",
+ "GSM1176250 IV post-central gyrus male NA \n",
+ "GSM1176251 V post-central gyrus male NA \n",
+ "GSM1176252 IV post-central gyrus male NA \n",
+ "GSM1176253 VI post-central gyrus male NA \n",
+ "GSM1176254 IV post-central gyrus male NA \n",
+ "GSM1176255 VI superior frontal gyrus female NA \n",
+ "GSM1176256 V superior frontal gyrus female NA \n",
+ "GSM1176257 VI superior frontal gyrus female NA \n",
+ "GSM1176258 VI superior frontal gyrus female NA \n",
+ "GSM1176259 IV superior frontal gyrus female NA \n",
+ "GSM1176260 V superior frontal gyrus female NA \n",
+ "GSM1176261 IV superior frontal gyrus female NA \n",
+ "GSM1176262 VI superior frontal gyrus female NA \n",
+ "GSM1176263 IV superior frontal gyrus female NA \n",
+ "GSM1176264 V superior frontal gyrus female NA \n",
+ "GSM1176265 III superior frontal gyrus female NA \n",
+ "GSM1176266 V-VI superior frontal gyrus female NA \n",
+ "GSM1176267 I superior frontal gyrus female NA \n",
+ "GSM1176268 no info superior frontal gyrus female NA \n",
+ "GSM1176269 V superior frontal gyrus male NA \n",
+ "GSM1176270 III superior frontal gyrus male NA \n",
+ "GSM1176271 II superior frontal gyrus male NA \n",
+ "GSM1176272 IV superior frontal gyrus male NA \n",
+ "GSM1176273 IV superior frontal gyrus male NA \n",
+ "GSM1176274 VI superior frontal gyrus male NA \n",
+ "GSM1176275 IV superior frontal gyrus male NA \n",
+ " mmse:ch1\n",
+ "GSM300166 NA \n",
+ "GSM300167 NA \n",
+ "GSM300168 NA \n",
+ "GSM300169 NA \n",
+ "GSM300170 NA \n",
+ "GSM300171 NA \n",
+ "GSM300172 NA \n",
+ "GSM300173 NA \n",
+ "GSM300174 NA \n",
+ "GSM300175 NA \n",
+ "GSM300176 NA \n",
+ "GSM300177 NA \n",
+ "GSM300178 NA \n",
+ "GSM300179 NA \n",
+ "GSM300180 NA \n",
+ "GSM300181 NA \n",
+ "GSM300182 NA \n",
+ "GSM300183 NA \n",
+ "GSM300185 NA \n",
+ "GSM300186 NA \n",
+ "GSM300187 NA \n",
+ "GSM300188 NA \n",
+ "GSM300189 NA \n",
+ "GSM300190 NA \n",
+ "GSM300191 NA \n",
+ "GSM300192 NA \n",
+ "GSM300193 NA \n",
+ "GSM300194 NA \n",
+ "GSM300195 NA \n",
+ "GSM300196 NA \n",
+ "... ... \n",
+ "GSM1176246 no info \n",
+ "GSM1176247 6 \n",
+ "GSM1176248 22 \n",
+ "GSM1176249 no info \n",
+ "GSM1176250 19 \n",
+ "GSM1176251 12 \n",
+ "GSM1176252 18 \n",
+ "GSM1176253 15 \n",
+ "GSM1176254 no info \n",
+ "GSM1176255 17 \n",
+ "GSM1176256 3 \n",
+ "GSM1176257 9 \n",
+ "GSM1176258 0 \n",
+ "GSM1176259 26 \n",
+ "GSM1176260 no info \n",
+ "GSM1176261 27 \n",
+ "GSM1176262 12 \n",
+ "GSM1176263 17 \n",
+ "GSM1176264 20 \n",
+ "GSM1176265 no info \n",
+ "GSM1176266 11 \n",
+ "GSM1176267 no info \n",
+ "GSM1176268 no info \n",
+ "GSM1176269 0 \n",
+ "GSM1176270 22 \n",
+ "GSM1176271 no info \n",
+ "GSM1176272 19 \n",
+ "GSM1176273 18 \n",
+ "GSM1176274 15 \n",
+ "GSM1176275 no info "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "pData(gse[[1]])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#samples annotation\n",
+ "write.table(pData(gse[[1]]), file = paste0(\"AD-GSE48350.pData.tsv\"), sep = \"\\t\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<style>\n",
+ ".list-inline {list-style: none; margin:0; padding: 0}\n",
+ ".list-inline>li {display: inline-block}\n",
+ ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
+ "</style>\n",
+ "<ol class=list-inline><li>'GSM1176255'</li><li>'GSM1176256'</li><li>'GSM1176257'</li><li>'GSM1176258'</li><li>'GSM1176259'</li><li>'GSM1176260'</li><li>'GSM1176261'</li><li>'GSM1176262'</li><li>'GSM1176263'</li><li>'GSM1176264'</li><li>'GSM1176265'</li><li>'GSM1176266'</li><li>'GSM1176267'</li><li>'GSM1176268'</li><li>'GSM1176269'</li><li>'GSM1176270'</li><li>'GSM1176271'</li><li>'GSM1176272'</li><li>'GSM1176273'</li><li>'GSM1176274'</li><li>'GSM1176275'</li></ol>\n"
+ ],
+ "text/latex": [
+ "\\begin{enumerate*}\n",
+ "\\item 'GSM1176255'\n",
+ "\\item 'GSM1176256'\n",
+ "\\item 'GSM1176257'\n",
+ "\\item 'GSM1176258'\n",
+ "\\item 'GSM1176259'\n",
+ "\\item 'GSM1176260'\n",
+ "\\item 'GSM1176261'\n",
+ "\\item 'GSM1176262'\n",
+ "\\item 'GSM1176263'\n",
+ "\\item 'GSM1176264'\n",
+ "\\item 'GSM1176265'\n",
+ "\\item 'GSM1176266'\n",
+ "\\item 'GSM1176267'\n",
+ "\\item 'GSM1176268'\n",
+ "\\item 'GSM1176269'\n",
+ "\\item 'GSM1176270'\n",
+ "\\item 'GSM1176271'\n",
+ "\\item 'GSM1176272'\n",
+ "\\item 'GSM1176273'\n",
+ "\\item 'GSM1176274'\n",
+ "\\item 'GSM1176275'\n",
+ "\\end{enumerate*}\n"
+ ],
+ "text/markdown": [
+ "1. 'GSM1176255'\n",
+ "2. 'GSM1176256'\n",
+ "3. 'GSM1176257'\n",
+ "4. 'GSM1176258'\n",
+ "5. 'GSM1176259'\n",
+ "6. 'GSM1176260'\n",
+ "7. 'GSM1176261'\n",
+ "8. 'GSM1176262'\n",
+ "9. 'GSM1176263'\n",
+ "10. 'GSM1176264'\n",
+ "11. 'GSM1176265'\n",
+ "12. 'GSM1176266'\n",
+ "13. 'GSM1176267'\n",
+ "14. 'GSM1176268'\n",
+ "15. 'GSM1176269'\n",
+ "16. 'GSM1176270'\n",
+ "17. 'GSM1176271'\n",
+ "18. 'GSM1176272'\n",
+ "19. 'GSM1176273'\n",
+ "20. 'GSM1176274'\n",
+ "21. 'GSM1176275'\n",
+ "\n",
+ "\n"
+ ],
+ "text/plain": [
+ " [1] \"GSM1176255\" \"GSM1176256\" \"GSM1176257\" \"GSM1176258\" \"GSM1176259\"\n",
+ " [6] \"GSM1176260\" \"GSM1176261\" \"GSM1176262\" \"GSM1176263\" \"GSM1176264\"\n",
+ "[11] \"GSM1176265\" \"GSM1176266\" \"GSM1176267\" \"GSM1176268\" \"GSM1176269\"\n",
+ "[16] \"GSM1176270\" \"GSM1176271\" \"GSM1176272\" \"GSM1176273\" \"GSM1176274\"\n",
+ "[21] \"GSM1176275\""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#reading raw data\n",
+ "raw_data_dir <- paste0(\"GSE48350_RAW\")\n",
+ "fnames <- list.files(raw_data_dir, pattern = \".gz\")\n",
+ "snames <- unlist(lapply(fnames, getSnames, ext = \".CEL.gz\"))\n",
+ "snames <- sapply(strsplit(snames,\"_\"), '[', 1)\n",
+ "snames"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning message:\n",
+ "\"package 'affy' was built under R version 4.1.1\"\n",
+ "Warning message:\n",
+ "\"package 'affyio' was built under R version 4.1.1\"\n"
+ ]
+ }
+ ],
+ "source": [
+ "library(affy)\n",
+ "library(affyio)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning message:\n",
+ "\"replacing previous import 'AnnotationDbi::tail' by 'utils::tail' when loading 'hgu133plus2cdf'\"\n",
+ "Warning message:\n",
+ "\"replacing previous import 'AnnotationDbi::head' by 'utils::head' when loading 'hgu133plus2cdf'\"\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "ExpressionSet (storageMode: lockedEnvironment)\n",
+ "assayData: 54675 features, 21 samples \n",
+ " element names: exprs, se.exprs \n",
+ "protocolData\n",
+ " sampleNames: GSM1176255 GSM1176256 ... GSM1176275 (21 total)\n",
+ " varLabels: ScanDate\n",
+ " varMetadata: labelDescription\n",
+ "phenoData\n",
+ " sampleNames: GSM1176255 GSM1176256 ... GSM1176275 (21 total)\n",
+ " varLabels: sample\n",
+ " varMetadata: labelDescription\n",
+ "featureData: none\n",
+ "experimentData: use 'experimentData(object)'\n",
+ "Annotation: hgu133plus2 "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "eset_rma <- justRMA(filenames = fnames, celfile.path = raw_data_dir, sampleNames = snames)\n",
+ "eset_rma"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "Plot with title \"GSE48350/hgu133plus2\""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 240,
+ "width": 600
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "myboxplot(eset_rma, \"GSE48350\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "Plot with title \"GSE48350\""
+ ]
+ },
+ "metadata": {
+ "image/png": {
+ "height": 240,
+ "width": 600
+ }
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "myhist(eset_rma, title = \"GSE48350\", xlabel = \"justRMA\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 44,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table class=\"dataframe\">\n",
+ "<caption>A matrix: 54675 x 21 of type dbl</caption>\n",
+ "<thead>\n",
+ "\t<tr><th></th><th scope=col>GSM1176255</th><th scope=col>GSM1176256</th><th scope=col>GSM1176257</th><th scope=col>GSM1176258</th><th scope=col>GSM1176259</th><th scope=col>GSM1176260</th><th scope=col>GSM1176261</th><th scope=col>GSM1176262</th><th scope=col>GSM1176263</th><th scope=col>GSM1176264</th><th scope=col>...</th><th scope=col>GSM1176266</th><th scope=col>GSM1176267</th><th scope=col>GSM1176268</th><th scope=col>GSM1176269</th><th scope=col>GSM1176270</th><th scope=col>GSM1176271</th><th scope=col>GSM1176272</th><th scope=col>GSM1176273</th><th scope=col>GSM1176274</th><th scope=col>GSM1176275</th></tr>\n",
+ "</thead>\n",
+ "<tbody>\n",
+ "\t<tr><th scope=row>1007_s_at</th><td>11.715161</td><td>11.273620</td><td>10.508958</td><td>10.930439</td><td>10.555628</td><td>11.074348</td><td>11.413331</td><td>11.056907</td><td>10.478296</td><td>10.614361</td><td>...</td><td>10.950073</td><td>10.501268</td><td>11.136377</td><td>10.467003</td><td>11.718392</td><td>10.790970</td><td>11.319858</td><td>10.776361</td><td>10.334913</td><td>10.416789</td></tr>\n",
+ "\t<tr><th scope=row>1053_at</th><td> 6.318927</td><td> 6.332438</td><td> 6.351773</td><td> 6.248771</td><td> 6.573906</td><td> 5.982559</td><td> 5.999747</td><td> 6.474815</td><td> 6.540567</td><td> 6.742131</td><td>...</td><td> 6.535896</td><td> 6.212934</td><td> 6.245565</td><td> 6.408864</td><td> 6.530506</td><td> 6.411202</td><td> 6.470390</td><td> 6.419380</td><td> 6.574940</td><td> 6.668882</td></tr>\n",
+ "\t<tr><th scope=row>117_at</th><td> 6.237154</td><td> 5.873304</td><td> 5.540912</td><td> 5.938872</td><td> 5.695414</td><td> 5.609305</td><td> 6.239065</td><td> 6.285355</td><td> 5.909607</td><td> 5.895048</td><td>...</td><td> 5.935832</td><td> 6.518781</td><td> 6.049684</td><td> 5.951591</td><td> 6.061524</td><td> 5.983000</td><td> 5.619935</td><td> 6.250090</td><td> 6.154772</td><td> 6.296866</td></tr>\n",
+ "\t<tr><th scope=row>121_at</th><td> 8.037731</td><td> 8.055693</td><td> 7.657945</td><td> 8.324510</td><td> 7.929910</td><td> 8.091168</td><td> 8.081502</td><td> 7.855752</td><td> 8.242146</td><td> 8.040336</td><td>...</td><td> 8.138732</td><td> 8.093533</td><td> 8.089327</td><td> 8.066675</td><td> 8.164637</td><td> 8.266291</td><td> 7.572720</td><td> 8.200812</td><td> 8.018520</td><td> 8.244127</td></tr>\n",
+ "\t<tr><th scope=row>1255_g_at</th><td> 3.819819</td><td> 3.945889</td><td> 3.868008</td><td> 3.988359</td><td> 3.737851</td><td> 3.796640</td><td> 3.732672</td><td> 3.683059</td><td> 4.021211</td><td> 3.950353</td><td>...</td><td> 3.836916</td><td> 3.875336</td><td> 4.081044</td><td> 3.881884</td><td> 3.741611</td><td> 3.945731</td><td> 3.750488</td><td> 3.793629</td><td> 3.838652</td><td> 3.918923</td></tr>\n",
+ "\t<tr><th scope=row>1294_at</th><td> 7.369075</td><td> 7.193545</td><td> 6.992804</td><td> 6.923932</td><td> 6.750610</td><td> 7.197197</td><td> 7.320394</td><td> 6.973735</td><td> 6.851890</td><td> 6.832457</td><td>...</td><td> 6.800074</td><td> 6.987080</td><td> 7.432148</td><td> 6.872634</td><td> 7.167685</td><td> 6.857970</td><td> 7.029640</td><td> 6.960049</td><td> 6.940760</td><td> 6.994505</td></tr>\n",
+ "\t<tr><th scope=row>1316_at</th><td> 6.601119</td><td> 6.586982</td><td> 6.825374</td><td> 7.203972</td><td> 6.899376</td><td> 7.134999</td><td> 6.668674</td><td> 6.756066</td><td> 6.874190</td><td> 6.810718</td><td>...</td><td> 6.702531</td><td> 7.339148</td><td> 7.234046</td><td> 7.131753</td><td> 6.387715</td><td> 6.816890</td><td> 6.633612</td><td> 6.853167</td><td> 6.354731</td><td> 6.596720</td></tr>\n",
+ "\t<tr><th scope=row>1320_at</th><td> 6.150733</td><td> 5.606746</td><td> 5.091461</td><td> 5.504215</td><td> 5.424244</td><td> 5.534967</td><td> 5.841806</td><td> 5.628757</td><td> 5.528641</td><td> 5.647755</td><td>...</td><td> 5.576175</td><td> 5.529603</td><td> 5.568394</td><td> 5.395282</td><td> 5.657006</td><td> 5.716537</td><td> 5.552141</td><td> 5.551413</td><td> 5.532686</td><td> 5.617723</td></tr>\n",
+ "\t<tr><th scope=row>1405_i_at</th><td> 3.782331</td><td> 3.728325</td><td> 3.571723</td><td> 3.184415</td><td> 3.557341</td><td> 3.825010</td><td> 3.615014</td><td> 3.650234</td><td> 3.274420</td><td> 3.284271</td><td>...</td><td> 3.362552</td><td> 3.562881</td><td> 3.639149</td><td> 3.447854</td><td> 3.300229</td><td> 3.309696</td><td> 3.153574</td><td> 3.354396</td><td> 3.703154</td><td> 3.638859</td></tr>\n",
+ "\t<tr><th scope=row>1431_at</th><td> 4.847049</td><td> 5.469413</td><td> 5.798242</td><td> 5.151788</td><td> 5.640904</td><td> 5.255664</td><td> 4.704552</td><td> 4.989192</td><td> 4.596708</td><td> 5.392479</td><td>...</td><td> 5.591802</td><td> 4.948590</td><td> 4.810177</td><td> 4.854039</td><td> 5.290745</td><td> 5.181874</td><td> 5.453751</td><td> 5.170753</td><td> 5.456397</td><td> 5.505757</td></tr>\n",
+ "\t<tr><th scope=row>1438_at</th><td> 6.774806</td><td> 6.686807</td><td> 6.604931</td><td> 6.587042</td><td> 6.511757</td><td> 6.298790</td><td> 6.702173</td><td> 6.546596</td><td> 6.619511</td><td> 6.555939</td><td>...</td><td> 6.453791</td><td> 6.455532</td><td> 6.515195</td><td> 6.504984</td><td> 6.577480</td><td> 6.584722</td><td> 6.383714</td><td> 6.379987</td><td> 6.971332</td><td> 6.868749</td></tr>\n",
+ "\t<tr><th scope=row>1487_at</th><td> 7.706115</td><td> 7.828210</td><td> 7.819315</td><td> 7.912187</td><td> 8.081897</td><td> 8.285492</td><td> 8.268455</td><td> 7.636757</td><td> 7.923816</td><td> 7.951651</td><td>...</td><td> 7.791367</td><td> 8.442272</td><td> 8.215463</td><td> 8.110887</td><td> 7.640591</td><td> 7.832205</td><td> 7.817042</td><td> 7.690468</td><td> 7.786445</td><td> 8.068235</td></tr>\n",
+ "\t<tr><th scope=row>1494_f_at</th><td> 6.390373</td><td> 6.577887</td><td> 6.288943</td><td> 6.478263</td><td> 6.585678</td><td> 6.513600</td><td> 6.715245</td><td> 6.366885</td><td> 6.504828</td><td> 6.413843</td><td>...</td><td> 6.449829</td><td> 6.475083</td><td> 6.629924</td><td> 6.417927</td><td> 6.636063</td><td> 6.393027</td><td> 6.294682</td><td> 6.535359</td><td> 6.417300</td><td> 6.543502</td></tr>\n",
+ "\t<tr><th scope=row>1552256_a_at</th><td> 9.362331</td><td> 8.718513</td><td> 8.591590</td><td> 8.592559</td><td> 8.329391</td><td> 9.397464</td><td> 8.829132</td><td> 8.447496</td><td> 8.271936</td><td> 8.543581</td><td>...</td><td> 8.601963</td><td> 8.949789</td><td> 9.048324</td><td> 8.476308</td><td> 8.809367</td><td> 8.870874</td><td> 8.949219</td><td> 8.449392</td><td> 8.929093</td><td> 8.435116</td></tr>\n",
+ "\t<tr><th scope=row>1552257_a_at</th><td> 8.697499</td><td> 8.414870</td><td> 8.847506</td><td> 8.196645</td><td> 8.568110</td><td> 8.601528</td><td> 8.490217</td><td> 8.612535</td><td> 8.501805</td><td> 8.624339</td><td>...</td><td> 8.162377</td><td> 8.538727</td><td> 8.593224</td><td> 8.511024</td><td> 7.955478</td><td> 8.522465</td><td> 8.347364</td><td> 8.355304</td><td> 8.590359</td><td> 8.498711</td></tr>\n",
+ "\t<tr><th scope=row>1552258_at</th><td> 4.313353</td><td> 4.327252</td><td> 4.398854</td><td> 4.482609</td><td> 4.495425</td><td> 4.455037</td><td> 4.549402</td><td> 4.381214</td><td> 4.350495</td><td> 4.604430</td><td>...</td><td> 4.541372</td><td> 4.535059</td><td> 4.425425</td><td> 4.604328</td><td> 4.614390</td><td> 4.423873</td><td> 4.521535</td><td> 4.382313</td><td> 4.315008</td><td> 4.783441</td></tr>\n",
+ "\t<tr><th scope=row>1552261_at</th><td> 5.797263</td><td> 5.831505</td><td> 6.022026</td><td> 5.894776</td><td> 5.894776</td><td> 5.974027</td><td> 5.901981</td><td> 5.846366</td><td> 5.870412</td><td> 5.761259</td><td>...</td><td> 6.204443</td><td> 5.963474</td><td> 5.610246</td><td> 5.764205</td><td> 5.921528</td><td> 6.104317</td><td> 5.530204</td><td> 6.224809</td><td> 5.894776</td><td> 6.179204</td></tr>\n",
+ "\t<tr><th scope=row>1552263_at</th><td> 5.675409</td><td> 5.146800</td><td> 5.058240</td><td> 5.103935</td><td> 4.654277</td><td> 5.076807</td><td> 5.127467</td><td> 5.137724</td><td> 5.107533</td><td> 4.828835</td><td>...</td><td> 4.581400</td><td> 5.386770</td><td> 5.370842</td><td> 5.429385</td><td> 5.094331</td><td> 5.107947</td><td> 4.666272</td><td> 4.995322</td><td> 5.062052</td><td> 5.133024</td></tr>\n",
+ "\t<tr><th scope=row>1552264_a_at</th><td> 8.324661</td><td> 8.340505</td><td> 6.973281</td><td> 7.972402</td><td> 8.366196</td><td> 7.102428</td><td> 8.088234</td><td> 8.171386</td><td> 8.101570</td><td> 8.879456</td><td>...</td><td> 8.625262</td><td> 7.794456</td><td> 7.624301</td><td> 7.588305</td><td> 8.188726</td><td> 8.267261</td><td> 8.074125</td><td> 8.175175</td><td> 8.552087</td><td> 8.687885</td></tr>\n",
+ "\t<tr><th scope=row>1552266_at</th><td> 3.820735</td><td> 3.955640</td><td> 3.977324</td><td> 3.929908</td><td> 4.143071</td><td> 3.813509</td><td> 3.711120</td><td> 3.840705</td><td> 3.824750</td><td> 4.095737</td><td>...</td><td> 3.766496</td><td> 3.933370</td><td> 3.787524</td><td> 3.996983</td><td> 3.951336</td><td> 3.809711</td><td> 3.992155</td><td> 3.795446</td><td> 4.099049</td><td> 3.809711</td></tr>\n",
+ "\t<tr><th scope=row>1552269_at</th><td> 3.919705</td><td> 3.734443</td><td> 3.657639</td><td> 3.721431</td><td> 3.817650</td><td> 3.569603</td><td> 3.883896</td><td> 3.569189</td><td> 3.764275</td><td> 3.719527</td><td>...</td><td> 3.637961</td><td> 3.814737</td><td> 3.930892</td><td> 3.727087</td><td> 3.617505</td><td> 3.731545</td><td> 3.523330</td><td> 3.764384</td><td> 3.629525</td><td> 3.679676</td></tr>\n",
+ "\t<tr><th scope=row>1552271_at</th><td> 6.110168</td><td> 6.334092</td><td> 6.402241</td><td> 6.145285</td><td> 6.181203</td><td> 6.027597</td><td> 6.004122</td><td> 6.006540</td><td> 6.042873</td><td> 6.332343</td><td>...</td><td> 6.083506</td><td> 6.159245</td><td> 6.314294</td><td> 5.751871</td><td> 6.488354</td><td> 6.029530</td><td> 6.123723</td><td> 6.128323</td><td> 5.874709</td><td> 6.306192</td></tr>\n",
+ "\t<tr><th scope=row>1552272_a_at</th><td> 5.892740</td><td> 6.296684</td><td> 6.399330</td><td> 5.895347</td><td> 6.084049</td><td> 6.377178</td><td> 6.012381</td><td> 5.745249</td><td> 5.875956</td><td> 5.952970</td><td>...</td><td> 5.796880</td><td> 5.916038</td><td> 5.825430</td><td> 5.508971</td><td> 6.328999</td><td> 5.960116</td><td> 5.891691</td><td> 5.753524</td><td> 6.068135</td><td> 6.134740</td></tr>\n",
+ "\t<tr><th scope=row>1552274_at</th><td> 8.750927</td><td> 9.062672</td><td> 8.645766</td><td> 8.964666</td><td> 8.698250</td><td> 8.771156</td><td> 8.359881</td><td> 8.516994</td><td> 7.948101</td><td> 7.776840</td><td>...</td><td> 8.473600</td><td> 8.360724</td><td> 8.519857</td><td> 8.935342</td><td>10.065768</td><td> 8.371472</td><td> 9.948759</td><td> 8.793044</td><td> 8.040068</td><td> 8.482872</td></tr>\n",
+ "\t<tr><th scope=row>1552275_s_at</th><td> 8.785358</td><td> 9.611767</td><td> 8.689897</td><td> 9.176437</td><td> 8.891458</td><td> 8.909551</td><td> 8.382955</td><td> 8.608337</td><td> 7.844931</td><td> 8.422443</td><td>...</td><td> 9.087027</td><td> 8.586831</td><td> 8.331773</td><td> 8.805994</td><td>10.862696</td><td> 8.777363</td><td>11.010732</td><td> 9.174584</td><td> 8.352657</td><td> 8.838630</td></tr>\n",
+ "\t<tr><th scope=row>1552276_a_at</th><td> 6.254009</td><td> 6.044629</td><td> 5.795907</td><td> 6.044629</td><td> 6.056319</td><td> 6.082581</td><td> 6.290385</td><td> 5.991400</td><td> 5.976458</td><td> 6.140199</td><td>...</td><td> 6.323999</td><td> 6.044629</td><td> 6.093164</td><td> 5.635828</td><td> 6.029205</td><td> 6.044629</td><td> 5.758098</td><td> 6.044629</td><td> 6.399440</td><td> 6.308159</td></tr>\n",
+ "\t<tr><th scope=row>1552277_a_at</th><td> 7.594721</td><td> 7.589296</td><td> 7.464715</td><td> 7.308178</td><td> 7.855467</td><td> 7.190385</td><td> 7.108467</td><td> 7.461946</td><td> 7.410497</td><td> 8.125045</td><td>...</td><td> 7.570590</td><td> 7.296906</td><td> 7.116702</td><td> 7.521706</td><td> 7.593237</td><td> 7.411462</td><td> 7.727254</td><td> 7.314019</td><td> 7.815433</td><td> 7.885769</td></tr>\n",
+ "\t<tr><th scope=row>1552278_a_at</th><td> 5.697786</td><td> 5.590875</td><td> 5.621722</td><td> 5.650539</td><td> 5.429471</td><td> 5.310799</td><td> 5.262553</td><td> 5.208677</td><td> 4.979963</td><td> 5.522697</td><td>...</td><td> 5.425018</td><td> 5.179512</td><td> 5.686408</td><td> 5.560351</td><td> 5.345122</td><td> 5.364508</td><td> 5.527396</td><td> 5.714584</td><td> 6.202156</td><td> 5.701994</td></tr>\n",
+ "\t<tr><th scope=row>1552279_a_at</th><td> 8.121292</td><td> 7.895979</td><td> 7.595977</td><td> 7.793645</td><td> 7.673699</td><td> 7.865108</td><td> 7.980892</td><td> 7.567007</td><td> 7.478499</td><td> 7.808391</td><td>...</td><td> 7.761978</td><td> 7.726665</td><td> 7.933197</td><td> 7.640038</td><td> 7.991422</td><td> 7.707419</td><td> 7.628095</td><td> 7.843268</td><td> 7.861883</td><td> 7.649558</td></tr>\n",
+ "\t<tr><th scope=row>1552280_at</th><td> 3.779434</td><td> 3.989585</td><td> 4.023921</td><td> 4.107412</td><td> 4.168360</td><td> 3.959540</td><td> 4.091007</td><td> 3.967799</td><td> 3.938910</td><td> 3.800059</td><td>...</td><td> 3.919995</td><td> 3.937926</td><td> 3.952089</td><td> 3.708196</td><td> 3.896885</td><td> 3.948478</td><td> 3.724873</td><td> 4.013579</td><td> 3.948478</td><td> 4.073936</td></tr>\n",
+ "\t<tr><th scope=row>...</th><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td></td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-PheX-5_at</th><td> 7.753865</td><td> 5.087429</td><td> 5.177416</td><td> 4.917430</td><td> 4.953915</td><td> 6.386600</td><td> 5.490563</td><td> 6.939214</td><td> 6.105304</td><td> 4.528936</td><td>...</td><td> 4.303124</td><td> 5.653855</td><td> 6.621218</td><td> 6.739218</td><td> 4.352966</td><td> 4.475231</td><td> 4.836996</td><td> 4.617618</td><td> 4.320077</td><td> 4.868290</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-PheX-M_at</th><td> 8.611980</td><td> 6.075300</td><td> 6.330502</td><td> 5.523431</td><td> 6.010015</td><td> 7.472272</td><td> 6.594336</td><td> 7.903279</td><td> 6.891795</td><td> 5.190437</td><td>...</td><td> 5.053801</td><td> 6.453178</td><td> 7.550527</td><td> 7.823544</td><td> 4.792931</td><td> 5.273350</td><td> 5.876605</td><td> 5.451922</td><td> 5.518959</td><td> 5.602110</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-ThrX-3_at</th><td>10.582326</td><td> 8.081044</td><td> 8.899869</td><td> 7.596045</td><td> 8.466992</td><td>10.246990</td><td> 9.441946</td><td> 9.735075</td><td> 9.126939</td><td> 7.116208</td><td>...</td><td> 6.751450</td><td> 8.385291</td><td> 9.906039</td><td> 9.629002</td><td> 6.889579</td><td> 7.297441</td><td> 8.268442</td><td> 7.525707</td><td> 7.992584</td><td> 7.635090</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-ThrX-5_at</th><td> 8.268824</td><td> 5.748661</td><td> 5.830651</td><td> 5.385794</td><td> 5.596389</td><td> 6.823877</td><td> 6.074154</td><td> 7.455655</td><td> 7.029249</td><td> 5.211148</td><td>...</td><td> 4.901815</td><td> 6.188948</td><td> 7.569088</td><td> 7.496334</td><td> 4.981539</td><td> 5.208556</td><td> 5.353289</td><td> 5.389969</td><td> 5.144873</td><td> 5.687565</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-ThrX-M_at</th><td> 9.175363</td><td> 6.531044</td><td> 6.944570</td><td> 6.162669</td><td> 6.428577</td><td> 8.012215</td><td> 7.157134</td><td> 8.454932</td><td> 7.786200</td><td> 5.529158</td><td>...</td><td> 4.945069</td><td> 6.973724</td><td> 8.429400</td><td> 8.319929</td><td> 5.157822</td><td> 5.658759</td><td> 6.397538</td><td> 5.906092</td><td> 5.663223</td><td> 6.076720</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-TrpnX-3_at</th><td> 2.971427</td><td> 2.936306</td><td> 3.084930</td><td> 3.098125</td><td> 2.847959</td><td> 3.187383</td><td> 3.309404</td><td> 3.030723</td><td> 3.176019</td><td> 3.129184</td><td>...</td><td> 3.119100</td><td> 2.919815</td><td> 3.112240</td><td> 3.035649</td><td> 3.013416</td><td> 3.001819</td><td> 2.971770</td><td> 3.103154</td><td> 2.960769</td><td> 3.009697</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-TrpnX-5_at</th><td> 3.793256</td><td> 3.738941</td><td> 3.884290</td><td> 3.831968</td><td> 3.753779</td><td> 3.653643</td><td> 3.820788</td><td> 3.882141</td><td> 3.758519</td><td> 3.775818</td><td>...</td><td> 3.823010</td><td> 3.810282</td><td> 3.873248</td><td> 3.842521</td><td> 3.837225</td><td> 3.849942</td><td> 3.791484</td><td> 3.752834</td><td> 3.805844</td><td> 3.838224</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-TrpnX-M_at</th><td> 3.586808</td><td> 3.699143</td><td> 3.797787</td><td> 3.921248</td><td> 3.676281</td><td> 3.977565</td><td> 4.140764</td><td> 3.794589</td><td> 3.924411</td><td> 3.831404</td><td>...</td><td> 3.918006</td><td> 4.120546</td><td> 3.976871</td><td> 3.891728</td><td> 3.817679</td><td> 3.881876</td><td> 3.759550</td><td> 3.995358</td><td> 3.646415</td><td> 4.027466</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-hum_alu_at</th><td>14.566045</td><td>14.618384</td><td>14.546660</td><td>14.625548</td><td>14.513824</td><td>14.588642</td><td>14.601224</td><td>14.630576</td><td>14.635498</td><td>14.574806</td><td>...</td><td>14.588855</td><td>14.597288</td><td>14.588642</td><td>14.597288</td><td>14.568665</td><td>14.617603</td><td>14.522156</td><td>14.601224</td><td>14.535137</td><td>14.554458</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-dap-3_at</th><td>11.410977</td><td> 9.448124</td><td> 9.983545</td><td> 9.205226</td><td> 9.595558</td><td>11.231852</td><td>10.498969</td><td>10.986092</td><td>10.544919</td><td> 8.436107</td><td>...</td><td> 7.666732</td><td>10.201282</td><td>10.934100</td><td>11.094863</td><td> 8.226814</td><td> 8.852264</td><td> 9.496438</td><td> 8.924229</td><td> 8.963801</td><td> 9.041300</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-dap-5_at</th><td> 9.976872</td><td> 7.267021</td><td> 7.145449</td><td> 6.898534</td><td> 6.561842</td><td> 8.038808</td><td> 7.178967</td><td> 9.279901</td><td> 8.810423</td><td> 6.482534</td><td>...</td><td> 5.833645</td><td> 8.055644</td><td> 8.940422</td><td> 9.485966</td><td> 5.589927</td><td> 6.627732</td><td> 6.730237</td><td> 6.836962</td><td> 5.795105</td><td> 7.048327</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-dap-M_at</th><td>10.871564</td><td> 8.451830</td><td> 8.732436</td><td> 8.255073</td><td> 8.588369</td><td> 9.752247</td><td> 9.026129</td><td>10.376856</td><td> 9.892273</td><td> 7.409603</td><td>...</td><td> 6.803270</td><td> 9.177587</td><td>10.167854</td><td>10.203665</td><td> 7.165208</td><td> 7.723737</td><td> 8.347360</td><td> 7.983539</td><td> 7.577300</td><td> 8.211389</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-lys-3_at</th><td> 8.008636</td><td> 5.622182</td><td> 6.404322</td><td> 5.112151</td><td> 6.003597</td><td> 8.037970</td><td> 6.954087</td><td> 6.936265</td><td> 6.744464</td><td> 5.055491</td><td>...</td><td> 4.487732</td><td> 5.993812</td><td> 7.139189</td><td> 7.305628</td><td> 4.775616</td><td> 5.057790</td><td> 6.009910</td><td> 5.208711</td><td> 5.795500</td><td> 5.421912</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-lys-5_at</th><td> 8.075753</td><td> 4.903934</td><td> 5.235062</td><td> 4.282676</td><td> 5.229519</td><td> 6.856097</td><td> 5.770748</td><td> 7.274403</td><td> 6.410631</td><td> 4.590119</td><td>...</td><td> 3.987658</td><td> 5.625004</td><td> 6.837261</td><td> 7.208497</td><td> 4.037665</td><td> 4.245147</td><td> 4.983173</td><td> 4.697197</td><td> 4.078701</td><td> 4.289088</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-lys-M_at</th><td> 8.066866</td><td> 5.180663</td><td> 6.175080</td><td> 5.438911</td><td> 5.877276</td><td> 7.484622</td><td> 6.468593</td><td> 7.244033</td><td> 6.520814</td><td> 4.491910</td><td>...</td><td> 4.181556</td><td> 6.163382</td><td> 7.408022</td><td> 7.522169</td><td> 4.114757</td><td> 4.849459</td><td> 5.563243</td><td> 4.298629</td><td> 4.894816</td><td> 4.891261</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-phe-3_at</th><td> 9.510853</td><td> 7.266315</td><td> 7.841255</td><td> 6.693504</td><td> 7.693326</td><td> 9.068351</td><td> 8.398361</td><td> 8.789336</td><td> 7.943606</td><td> 6.284697</td><td>...</td><td> 5.467548</td><td> 7.742471</td><td> 8.669393</td><td> 8.647518</td><td> 6.150494</td><td> 6.475302</td><td> 7.281304</td><td> 6.704694</td><td> 7.028392</td><td> 6.888921</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-phe-5_at</th><td> 8.514929</td><td> 5.343768</td><td> 5.888240</td><td> 5.198029</td><td> 5.466486</td><td> 6.969828</td><td> 5.872758</td><td> 7.545012</td><td> 6.598480</td><td> 4.962651</td><td>...</td><td> 4.666759</td><td> 6.085156</td><td> 7.224356</td><td> 7.723034</td><td> 4.589823</td><td> 4.911464</td><td> 5.321648</td><td> 4.529445</td><td> 4.706481</td><td> 5.293696</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-phe-M_at</th><td> 8.869874</td><td> 6.290796</td><td> 6.735115</td><td> 6.086613</td><td> 6.272251</td><td> 7.856569</td><td> 7.051055</td><td> 8.149247</td><td> 7.493264</td><td> 5.453053</td><td>...</td><td> 4.934678</td><td> 6.677291</td><td> 7.914306</td><td> 8.199506</td><td> 4.584651</td><td> 5.443351</td><td> 5.980611</td><td> 5.390966</td><td> 5.522687</td><td> 5.594173</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-thr-3_s_at</th><td>10.939619</td><td> 8.346147</td><td> 9.232065</td><td> 7.982263</td><td> 8.945963</td><td>10.639913</td><td> 9.722875</td><td>10.186336</td><td> 9.447309</td><td> 7.468169</td><td>...</td><td> 6.821701</td><td> 8.708765</td><td>10.220752</td><td>10.033351</td><td> 7.158162</td><td> 7.564540</td><td> 8.743150</td><td> 7.829487</td><td> 8.361200</td><td> 8.042726</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-thr-5_s_at</th><td> 9.181312</td><td> 6.525439</td><td> 6.663722</td><td> 6.134065</td><td> 5.979761</td><td> 7.735731</td><td> 6.865726</td><td> 8.435383</td><td> 7.697690</td><td> 5.861029</td><td>...</td><td> 5.309116</td><td> 6.906879</td><td> 8.573490</td><td> 8.477676</td><td> 5.383403</td><td> 5.739718</td><td> 5.965031</td><td> 5.989336</td><td> 5.892345</td><td> 6.087177</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Bs-thr-M_s_at</th><td> 9.952070</td><td> 7.300751</td><td> 7.622274</td><td> 6.821974</td><td> 7.285899</td><td> 8.796732</td><td> 8.059699</td><td> 9.145913</td><td> 8.566722</td><td> 6.548489</td><td>...</td><td> 6.170361</td><td> 7.704222</td><td> 9.218303</td><td> 8.991092</td><td> 6.161949</td><td> 6.793152</td><td> 7.187525</td><td> 6.905292</td><td> 6.885350</td><td> 7.062640</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Ec-bioB-3_at</th><td> 8.679083</td><td> 8.282167</td><td> 8.706168</td><td> 8.487556</td><td> 7.942436</td><td> 9.366093</td><td> 9.121303</td><td> 8.891166</td><td> 8.851962</td><td> 8.220907</td><td>...</td><td> 8.363878</td><td> 8.927124</td><td> 9.291020</td><td> 8.815105</td><td> 8.134356</td><td> 8.296001</td><td> 8.492442</td><td> 8.552419</td><td> 8.158692</td><td> 8.185058</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Ec-bioB-5_at</th><td> 8.472914</td><td> 8.087888</td><td> 8.453219</td><td> 8.221732</td><td> 7.546716</td><td> 9.148523</td><td> 8.915800</td><td> 8.748165</td><td> 8.455820</td><td> 7.739492</td><td>...</td><td> 8.044479</td><td> 8.593133</td><td> 9.034046</td><td> 8.551207</td><td> 7.629477</td><td> 8.099967</td><td> 8.428393</td><td> 8.113851</td><td> 7.835044</td><td> 7.871678</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Ec-bioB-M_at</th><td> 8.138846</td><td> 7.803547</td><td> 8.176353</td><td> 7.921736</td><td> 7.157207</td><td> 8.450128</td><td> 8.161739</td><td> 8.401908</td><td> 8.209351</td><td> 7.536998</td><td>...</td><td> 7.760487</td><td> 8.186198</td><td> 8.538407</td><td> 8.370121</td><td> 7.586960</td><td> 7.626970</td><td> 8.277210</td><td> 7.833928</td><td> 7.427514</td><td> 7.578554</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Ec-bioC-3_at</th><td> 9.729550</td><td> 9.607061</td><td> 9.665548</td><td> 9.828510</td><td> 8.764607</td><td>10.511100</td><td>10.336114</td><td> 9.909891</td><td>10.124248</td><td> 9.435038</td><td>...</td><td> 9.678988</td><td> 9.998565</td><td>10.203119</td><td>10.150541</td><td> 9.251748</td><td> 9.515532</td><td> 9.464394</td><td> 9.668392</td><td> 9.239707</td><td> 9.414715</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Ec-bioC-5_at</th><td> 9.443262</td><td> 9.287833</td><td> 9.453447</td><td> 9.585416</td><td> 8.307960</td><td> 9.965821</td><td> 9.757906</td><td> 9.675825</td><td> 9.835681</td><td> 9.155918</td><td>...</td><td> 9.381289</td><td> 9.785571</td><td> 9.927797</td><td> 9.897539</td><td> 9.226843</td><td> 9.257708</td><td> 9.242057</td><td> 9.438409</td><td> 8.979709</td><td> 9.221727</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Ec-bioD-3_at</th><td>12.086754</td><td>11.806535</td><td>12.061832</td><td>12.055097</td><td>11.367981</td><td>12.529221</td><td>12.374249</td><td>12.240145</td><td>12.200857</td><td>11.611514</td><td>...</td><td>11.786142</td><td>12.299527</td><td>12.587375</td><td>12.216209</td><td>11.565119</td><td>11.779647</td><td>11.842112</td><td>11.945873</td><td>11.597732</td><td>11.776464</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-Ec-bioD-5_at</th><td>11.709715</td><td>11.408607</td><td>11.686138</td><td>11.679503</td><td>10.899228</td><td>12.110184</td><td>12.075080</td><td>11.988298</td><td>11.854230</td><td>11.213257</td><td>...</td><td>11.441561</td><td>11.905166</td><td>12.194392</td><td>11.885306</td><td>11.162417</td><td>11.400982</td><td>11.558277</td><td>11.531237</td><td>11.147191</td><td>11.402756</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-P1-cre-3_at</th><td>13.632617</td><td>13.449448</td><td>13.697584</td><td>13.661466</td><td>13.222939</td><td>13.821708</td><td>13.727460</td><td>13.787072</td><td>13.657255</td><td>13.324372</td><td>...</td><td>13.448898</td><td>13.693984</td><td>13.848986</td><td>13.754332</td><td>13.288882</td><td>13.525171</td><td>13.641620</td><td>13.465233</td><td>13.392018</td><td>13.413832</td></tr>\n",
+ "\t<tr><th scope=row>AFFX-r2-P1-cre-5_at</th><td>13.420402</td><td>13.236806</td><td>13.489278</td><td>13.421223</td><td>12.915797</td><td>13.627229</td><td>13.368026</td><td>13.512995</td><td>13.533677</td><td>13.141010</td><td>...</td><td>13.275303</td><td>13.516524</td><td>13.668968</td><td>13.457694</td><td>13.024730</td><td>13.308660</td><td>13.439947</td><td>13.255931</td><td>13.173852</td><td>13.210520</td></tr>\n",
+ "</tbody>\n",
+ "</table>\n"
+ ],
+ "text/latex": [
+ "A matrix: 54675 x 21 of type dbl\n",
+ "\\begin{tabular}{r|lllllllllllllllllllll}\n",
+ " & GSM1176255 & GSM1176256 & GSM1176257 & GSM1176258 & GSM1176259 & GSM1176260 & GSM1176261 & GSM1176262 & GSM1176263 & GSM1176264 & ... & GSM1176266 & GSM1176267 & GSM1176268 & GSM1176269 & GSM1176270 & GSM1176271 & GSM1176272 & GSM1176273 & GSM1176274 & GSM1176275\\\\\n",
+ "\\hline\n",
+ "\t1007\\_s\\_at & 11.715161 & 11.273620 & 10.508958 & 10.930439 & 10.555628 & 11.074348 & 11.413331 & 11.056907 & 10.478296 & 10.614361 & ... & 10.950073 & 10.501268 & 11.136377 & 10.467003 & 11.718392 & 10.790970 & 11.319858 & 10.776361 & 10.334913 & 10.416789\\\\\n",
+ "\t1053\\_at & 6.318927 & 6.332438 & 6.351773 & 6.248771 & 6.573906 & 5.982559 & 5.999747 & 6.474815 & 6.540567 & 6.742131 & ... & 6.535896 & 6.212934 & 6.245565 & 6.408864 & 6.530506 & 6.411202 & 6.470390 & 6.419380 & 6.574940 & 6.668882\\\\\n",
+ "\t117\\_at & 6.237154 & 5.873304 & 5.540912 & 5.938872 & 5.695414 & 5.609305 & 6.239065 & 6.285355 & 5.909607 & 5.895048 & ... & 5.935832 & 6.518781 & 6.049684 & 5.951591 & 6.061524 & 5.983000 & 5.619935 & 6.250090 & 6.154772 & 6.296866\\\\\n",
+ "\t121\\_at & 8.037731 & 8.055693 & 7.657945 & 8.324510 & 7.929910 & 8.091168 & 8.081502 & 7.855752 & 8.242146 & 8.040336 & ... & 8.138732 & 8.093533 & 8.089327 & 8.066675 & 8.164637 & 8.266291 & 7.572720 & 8.200812 & 8.018520 & 8.244127\\\\\n",
+ "\t1255\\_g\\_at & 3.819819 & 3.945889 & 3.868008 & 3.988359 & 3.737851 & 3.796640 & 3.732672 & 3.683059 & 4.021211 & 3.950353 & ... & 3.836916 & 3.875336 & 4.081044 & 3.881884 & 3.741611 & 3.945731 & 3.750488 & 3.793629 & 3.838652 & 3.918923\\\\\n",
+ "\t1294\\_at & 7.369075 & 7.193545 & 6.992804 & 6.923932 & 6.750610 & 7.197197 & 7.320394 & 6.973735 & 6.851890 & 6.832457 & ... & 6.800074 & 6.987080 & 7.432148 & 6.872634 & 7.167685 & 6.857970 & 7.029640 & 6.960049 & 6.940760 & 6.994505\\\\\n",
+ "\t1316\\_at & 6.601119 & 6.586982 & 6.825374 & 7.203972 & 6.899376 & 7.134999 & 6.668674 & 6.756066 & 6.874190 & 6.810718 & ... & 6.702531 & 7.339148 & 7.234046 & 7.131753 & 6.387715 & 6.816890 & 6.633612 & 6.853167 & 6.354731 & 6.596720\\\\\n",
+ "\t1320\\_at & 6.150733 & 5.606746 & 5.091461 & 5.504215 & 5.424244 & 5.534967 & 5.841806 & 5.628757 & 5.528641 & 5.647755 & ... & 5.576175 & 5.529603 & 5.568394 & 5.395282 & 5.657006 & 5.716537 & 5.552141 & 5.551413 & 5.532686 & 5.617723\\\\\n",
+ "\t1405\\_i\\_at & 3.782331 & 3.728325 & 3.571723 & 3.184415 & 3.557341 & 3.825010 & 3.615014 & 3.650234 & 3.274420 & 3.284271 & ... & 3.362552 & 3.562881 & 3.639149 & 3.447854 & 3.300229 & 3.309696 & 3.153574 & 3.354396 & 3.703154 & 3.638859\\\\\n",
+ "\t1431\\_at & 4.847049 & 5.469413 & 5.798242 & 5.151788 & 5.640904 & 5.255664 & 4.704552 & 4.989192 & 4.596708 & 5.392479 & ... & 5.591802 & 4.948590 & 4.810177 & 4.854039 & 5.290745 & 5.181874 & 5.453751 & 5.170753 & 5.456397 & 5.505757\\\\\n",
+ "\t1438\\_at & 6.774806 & 6.686807 & 6.604931 & 6.587042 & 6.511757 & 6.298790 & 6.702173 & 6.546596 & 6.619511 & 6.555939 & ... & 6.453791 & 6.455532 & 6.515195 & 6.504984 & 6.577480 & 6.584722 & 6.383714 & 6.379987 & 6.971332 & 6.868749\\\\\n",
+ "\t1487\\_at & 7.706115 & 7.828210 & 7.819315 & 7.912187 & 8.081897 & 8.285492 & 8.268455 & 7.636757 & 7.923816 & 7.951651 & ... & 7.791367 & 8.442272 & 8.215463 & 8.110887 & 7.640591 & 7.832205 & 7.817042 & 7.690468 & 7.786445 & 8.068235\\\\\n",
+ "\t1494\\_f\\_at & 6.390373 & 6.577887 & 6.288943 & 6.478263 & 6.585678 & 6.513600 & 6.715245 & 6.366885 & 6.504828 & 6.413843 & ... & 6.449829 & 6.475083 & 6.629924 & 6.417927 & 6.636063 & 6.393027 & 6.294682 & 6.535359 & 6.417300 & 6.543502\\\\\n",
+ "\t1552256\\_a\\_at & 9.362331 & 8.718513 & 8.591590 & 8.592559 & 8.329391 & 9.397464 & 8.829132 & 8.447496 & 8.271936 & 8.543581 & ... & 8.601963 & 8.949789 & 9.048324 & 8.476308 & 8.809367 & 8.870874 & 8.949219 & 8.449392 & 8.929093 & 8.435116\\\\\n",
+ "\t1552257\\_a\\_at & 8.697499 & 8.414870 & 8.847506 & 8.196645 & 8.568110 & 8.601528 & 8.490217 & 8.612535 & 8.501805 & 8.624339 & ... & 8.162377 & 8.538727 & 8.593224 & 8.511024 & 7.955478 & 8.522465 & 8.347364 & 8.355304 & 8.590359 & 8.498711\\\\\n",
+ "\t1552258\\_at & 4.313353 & 4.327252 & 4.398854 & 4.482609 & 4.495425 & 4.455037 & 4.549402 & 4.381214 & 4.350495 & 4.604430 & ... & 4.541372 & 4.535059 & 4.425425 & 4.604328 & 4.614390 & 4.423873 & 4.521535 & 4.382313 & 4.315008 & 4.783441\\\\\n",
+ "\t1552261\\_at & 5.797263 & 5.831505 & 6.022026 & 5.894776 & 5.894776 & 5.974027 & 5.901981 & 5.846366 & 5.870412 & 5.761259 & ... & 6.204443 & 5.963474 & 5.610246 & 5.764205 & 5.921528 & 6.104317 & 5.530204 & 6.224809 & 5.894776 & 6.179204\\\\\n",
+ "\t1552263\\_at & 5.675409 & 5.146800 & 5.058240 & 5.103935 & 4.654277 & 5.076807 & 5.127467 & 5.137724 & 5.107533 & 4.828835 & ... & 4.581400 & 5.386770 & 5.370842 & 5.429385 & 5.094331 & 5.107947 & 4.666272 & 4.995322 & 5.062052 & 5.133024\\\\\n",
+ "\t1552264\\_a\\_at & 8.324661 & 8.340505 & 6.973281 & 7.972402 & 8.366196 & 7.102428 & 8.088234 & 8.171386 & 8.101570 & 8.879456 & ... & 8.625262 & 7.794456 & 7.624301 & 7.588305 & 8.188726 & 8.267261 & 8.074125 & 8.175175 & 8.552087 & 8.687885\\\\\n",
+ "\t1552266\\_at & 3.820735 & 3.955640 & 3.977324 & 3.929908 & 4.143071 & 3.813509 & 3.711120 & 3.840705 & 3.824750 & 4.095737 & ... & 3.766496 & 3.933370 & 3.787524 & 3.996983 & 3.951336 & 3.809711 & 3.992155 & 3.795446 & 4.099049 & 3.809711\\\\\n",
+ "\t1552269\\_at & 3.919705 & 3.734443 & 3.657639 & 3.721431 & 3.817650 & 3.569603 & 3.883896 & 3.569189 & 3.764275 & 3.719527 & ... & 3.637961 & 3.814737 & 3.930892 & 3.727087 & 3.617505 & 3.731545 & 3.523330 & 3.764384 & 3.629525 & 3.679676\\\\\n",
+ "\t1552271\\_at & 6.110168 & 6.334092 & 6.402241 & 6.145285 & 6.181203 & 6.027597 & 6.004122 & 6.006540 & 6.042873 & 6.332343 & ... & 6.083506 & 6.159245 & 6.314294 & 5.751871 & 6.488354 & 6.029530 & 6.123723 & 6.128323 & 5.874709 & 6.306192\\\\\n",
+ "\t1552272\\_a\\_at & 5.892740 & 6.296684 & 6.399330 & 5.895347 & 6.084049 & 6.377178 & 6.012381 & 5.745249 & 5.875956 & 5.952970 & ... & 5.796880 & 5.916038 & 5.825430 & 5.508971 & 6.328999 & 5.960116 & 5.891691 & 5.753524 & 6.068135 & 6.134740\\\\\n",
+ "\t1552274\\_at & 8.750927 & 9.062672 & 8.645766 & 8.964666 & 8.698250 & 8.771156 & 8.359881 & 8.516994 & 7.948101 & 7.776840 & ... & 8.473600 & 8.360724 & 8.519857 & 8.935342 & 10.065768 & 8.371472 & 9.948759 & 8.793044 & 8.040068 & 8.482872\\\\\n",
+ "\t1552275\\_s\\_at & 8.785358 & 9.611767 & 8.689897 & 9.176437 & 8.891458 & 8.909551 & 8.382955 & 8.608337 & 7.844931 & 8.422443 & ... & 9.087027 & 8.586831 & 8.331773 & 8.805994 & 10.862696 & 8.777363 & 11.010732 & 9.174584 & 8.352657 & 8.838630\\\\\n",
+ "\t1552276\\_a\\_at & 6.254009 & 6.044629 & 5.795907 & 6.044629 & 6.056319 & 6.082581 & 6.290385 & 5.991400 & 5.976458 & 6.140199 & ... & 6.323999 & 6.044629 & 6.093164 & 5.635828 & 6.029205 & 6.044629 & 5.758098 & 6.044629 & 6.399440 & 6.308159\\\\\n",
+ "\t1552277\\_a\\_at & 7.594721 & 7.589296 & 7.464715 & 7.308178 & 7.855467 & 7.190385 & 7.108467 & 7.461946 & 7.410497 & 8.125045 & ... & 7.570590 & 7.296906 & 7.116702 & 7.521706 & 7.593237 & 7.411462 & 7.727254 & 7.314019 & 7.815433 & 7.885769\\\\\n",
+ "\t1552278\\_a\\_at & 5.697786 & 5.590875 & 5.621722 & 5.650539 & 5.429471 & 5.310799 & 5.262553 & 5.208677 & 4.979963 & 5.522697 & ... & 5.425018 & 5.179512 & 5.686408 & 5.560351 & 5.345122 & 5.364508 & 5.527396 & 5.714584 & 6.202156 & 5.701994\\\\\n",
+ "\t1552279\\_a\\_at & 8.121292 & 7.895979 & 7.595977 & 7.793645 & 7.673699 & 7.865108 & 7.980892 & 7.567007 & 7.478499 & 7.808391 & ... & 7.761978 & 7.726665 & 7.933197 & 7.640038 & 7.991422 & 7.707419 & 7.628095 & 7.843268 & 7.861883 & 7.649558\\\\\n",
+ "\t1552280\\_at & 3.779434 & 3.989585 & 4.023921 & 4.107412 & 4.168360 & 3.959540 & 4.091007 & 3.967799 & 3.938910 & 3.800059 & ... & 3.919995 & 3.937926 & 3.952089 & 3.708196 & 3.896885 & 3.948478 & 3.724873 & 4.013579 & 3.948478 & 4.073936\\\\\n",
+ "\t... & ... & ... & ... & ... & ... & ... & ... & ... & ... & ... & & ... & ... & ... & ... & ... & ... & ... & ... & ... & ...\\\\\n",
+ "\tAFFX-PheX-5\\_at & 7.753865 & 5.087429 & 5.177416 & 4.917430 & 4.953915 & 6.386600 & 5.490563 & 6.939214 & 6.105304 & 4.528936 & ... & 4.303124 & 5.653855 & 6.621218 & 6.739218 & 4.352966 & 4.475231 & 4.836996 & 4.617618 & 4.320077 & 4.868290\\\\\n",
+ "\tAFFX-PheX-M\\_at & 8.611980 & 6.075300 & 6.330502 & 5.523431 & 6.010015 & 7.472272 & 6.594336 & 7.903279 & 6.891795 & 5.190437 & ... & 5.053801 & 6.453178 & 7.550527 & 7.823544 & 4.792931 & 5.273350 & 5.876605 & 5.451922 & 5.518959 & 5.602110\\\\\n",
+ "\tAFFX-ThrX-3\\_at & 10.582326 & 8.081044 & 8.899869 & 7.596045 & 8.466992 & 10.246990 & 9.441946 & 9.735075 & 9.126939 & 7.116208 & ... & 6.751450 & 8.385291 & 9.906039 & 9.629002 & 6.889579 & 7.297441 & 8.268442 & 7.525707 & 7.992584 & 7.635090\\\\\n",
+ "\tAFFX-ThrX-5\\_at & 8.268824 & 5.748661 & 5.830651 & 5.385794 & 5.596389 & 6.823877 & 6.074154 & 7.455655 & 7.029249 & 5.211148 & ... & 4.901815 & 6.188948 & 7.569088 & 7.496334 & 4.981539 & 5.208556 & 5.353289 & 5.389969 & 5.144873 & 5.687565\\\\\n",
+ "\tAFFX-ThrX-M\\_at & 9.175363 & 6.531044 & 6.944570 & 6.162669 & 6.428577 & 8.012215 & 7.157134 & 8.454932 & 7.786200 & 5.529158 & ... & 4.945069 & 6.973724 & 8.429400 & 8.319929 & 5.157822 & 5.658759 & 6.397538 & 5.906092 & 5.663223 & 6.076720\\\\\n",
+ "\tAFFX-TrpnX-3\\_at & 2.971427 & 2.936306 & 3.084930 & 3.098125 & 2.847959 & 3.187383 & 3.309404 & 3.030723 & 3.176019 & 3.129184 & ... & 3.119100 & 2.919815 & 3.112240 & 3.035649 & 3.013416 & 3.001819 & 2.971770 & 3.103154 & 2.960769 & 3.009697\\\\\n",
+ "\tAFFX-TrpnX-5\\_at & 3.793256 & 3.738941 & 3.884290 & 3.831968 & 3.753779 & 3.653643 & 3.820788 & 3.882141 & 3.758519 & 3.775818 & ... & 3.823010 & 3.810282 & 3.873248 & 3.842521 & 3.837225 & 3.849942 & 3.791484 & 3.752834 & 3.805844 & 3.838224\\\\\n",
+ "\tAFFX-TrpnX-M\\_at & 3.586808 & 3.699143 & 3.797787 & 3.921248 & 3.676281 & 3.977565 & 4.140764 & 3.794589 & 3.924411 & 3.831404 & ... & 3.918006 & 4.120546 & 3.976871 & 3.891728 & 3.817679 & 3.881876 & 3.759550 & 3.995358 & 3.646415 & 4.027466\\\\\n",
+ "\tAFFX-hum\\_alu\\_at & 14.566045 & 14.618384 & 14.546660 & 14.625548 & 14.513824 & 14.588642 & 14.601224 & 14.630576 & 14.635498 & 14.574806 & ... & 14.588855 & 14.597288 & 14.588642 & 14.597288 & 14.568665 & 14.617603 & 14.522156 & 14.601224 & 14.535137 & 14.554458\\\\\n",
+ "\tAFFX-r2-Bs-dap-3\\_at & 11.410977 & 9.448124 & 9.983545 & 9.205226 & 9.595558 & 11.231852 & 10.498969 & 10.986092 & 10.544919 & 8.436107 & ... & 7.666732 & 10.201282 & 10.934100 & 11.094863 & 8.226814 & 8.852264 & 9.496438 & 8.924229 & 8.963801 & 9.041300\\\\\n",
+ "\tAFFX-r2-Bs-dap-5\\_at & 9.976872 & 7.267021 & 7.145449 & 6.898534 & 6.561842 & 8.038808 & 7.178967 & 9.279901 & 8.810423 & 6.482534 & ... & 5.833645 & 8.055644 & 8.940422 & 9.485966 & 5.589927 & 6.627732 & 6.730237 & 6.836962 & 5.795105 & 7.048327\\\\\n",
+ "\tAFFX-r2-Bs-dap-M\\_at & 10.871564 & 8.451830 & 8.732436 & 8.255073 & 8.588369 & 9.752247 & 9.026129 & 10.376856 & 9.892273 & 7.409603 & ... & 6.803270 & 9.177587 & 10.167854 & 10.203665 & 7.165208 & 7.723737 & 8.347360 & 7.983539 & 7.577300 & 8.211389\\\\\n",
+ "\tAFFX-r2-Bs-lys-3\\_at & 8.008636 & 5.622182 & 6.404322 & 5.112151 & 6.003597 & 8.037970 & 6.954087 & 6.936265 & 6.744464 & 5.055491 & ... & 4.487732 & 5.993812 & 7.139189 & 7.305628 & 4.775616 & 5.057790 & 6.009910 & 5.208711 & 5.795500 & 5.421912\\\\\n",
+ "\tAFFX-r2-Bs-lys-5\\_at & 8.075753 & 4.903934 & 5.235062 & 4.282676 & 5.229519 & 6.856097 & 5.770748 & 7.274403 & 6.410631 & 4.590119 & ... & 3.987658 & 5.625004 & 6.837261 & 7.208497 & 4.037665 & 4.245147 & 4.983173 & 4.697197 & 4.078701 & 4.289088\\\\\n",
+ "\tAFFX-r2-Bs-lys-M\\_at & 8.066866 & 5.180663 & 6.175080 & 5.438911 & 5.877276 & 7.484622 & 6.468593 & 7.244033 & 6.520814 & 4.491910 & ... & 4.181556 & 6.163382 & 7.408022 & 7.522169 & 4.114757 & 4.849459 & 5.563243 & 4.298629 & 4.894816 & 4.891261\\\\\n",
+ "\tAFFX-r2-Bs-phe-3\\_at & 9.510853 & 7.266315 & 7.841255 & 6.693504 & 7.693326 & 9.068351 & 8.398361 & 8.789336 & 7.943606 & 6.284697 & ... & 5.467548 & 7.742471 & 8.669393 & 8.647518 & 6.150494 & 6.475302 & 7.281304 & 6.704694 & 7.028392 & 6.888921\\\\\n",
+ "\tAFFX-r2-Bs-phe-5\\_at & 8.514929 & 5.343768 & 5.888240 & 5.198029 & 5.466486 & 6.969828 & 5.872758 & 7.545012 & 6.598480 & 4.962651 & ... & 4.666759 & 6.085156 & 7.224356 & 7.723034 & 4.589823 & 4.911464 & 5.321648 & 4.529445 & 4.706481 & 5.293696\\\\\n",
+ "\tAFFX-r2-Bs-phe-M\\_at & 8.869874 & 6.290796 & 6.735115 & 6.086613 & 6.272251 & 7.856569 & 7.051055 & 8.149247 & 7.493264 & 5.453053 & ... & 4.934678 & 6.677291 & 7.914306 & 8.199506 & 4.584651 & 5.443351 & 5.980611 & 5.390966 & 5.522687 & 5.594173\\\\\n",
+ "\tAFFX-r2-Bs-thr-3\\_s\\_at & 10.939619 & 8.346147 & 9.232065 & 7.982263 & 8.945963 & 10.639913 & 9.722875 & 10.186336 & 9.447309 & 7.468169 & ... & 6.821701 & 8.708765 & 10.220752 & 10.033351 & 7.158162 & 7.564540 & 8.743150 & 7.829487 & 8.361200 & 8.042726\\\\\n",
+ "\tAFFX-r2-Bs-thr-5\\_s\\_at & 9.181312 & 6.525439 & 6.663722 & 6.134065 & 5.979761 & 7.735731 & 6.865726 & 8.435383 & 7.697690 & 5.861029 & ... & 5.309116 & 6.906879 & 8.573490 & 8.477676 & 5.383403 & 5.739718 & 5.965031 & 5.989336 & 5.892345 & 6.087177\\\\\n",
+ "\tAFFX-r2-Bs-thr-M\\_s\\_at & 9.952070 & 7.300751 & 7.622274 & 6.821974 & 7.285899 & 8.796732 & 8.059699 & 9.145913 & 8.566722 & 6.548489 & ... & 6.170361 & 7.704222 & 9.218303 & 8.991092 & 6.161949 & 6.793152 & 7.187525 & 6.905292 & 6.885350 & 7.062640\\\\\n",
+ "\tAFFX-r2-Ec-bioB-3\\_at & 8.679083 & 8.282167 & 8.706168 & 8.487556 & 7.942436 & 9.366093 & 9.121303 & 8.891166 & 8.851962 & 8.220907 & ... & 8.363878 & 8.927124 & 9.291020 & 8.815105 & 8.134356 & 8.296001 & 8.492442 & 8.552419 & 8.158692 & 8.185058\\\\\n",
+ "\tAFFX-r2-Ec-bioB-5\\_at & 8.472914 & 8.087888 & 8.453219 & 8.221732 & 7.546716 & 9.148523 & 8.915800 & 8.748165 & 8.455820 & 7.739492 & ... & 8.044479 & 8.593133 & 9.034046 & 8.551207 & 7.629477 & 8.099967 & 8.428393 & 8.113851 & 7.835044 & 7.871678\\\\\n",
+ "\tAFFX-r2-Ec-bioB-M\\_at & 8.138846 & 7.803547 & 8.176353 & 7.921736 & 7.157207 & 8.450128 & 8.161739 & 8.401908 & 8.209351 & 7.536998 & ... & 7.760487 & 8.186198 & 8.538407 & 8.370121 & 7.586960 & 7.626970 & 8.277210 & 7.833928 & 7.427514 & 7.578554\\\\\n",
+ "\tAFFX-r2-Ec-bioC-3\\_at & 9.729550 & 9.607061 & 9.665548 & 9.828510 & 8.764607 & 10.511100 & 10.336114 & 9.909891 & 10.124248 & 9.435038 & ... & 9.678988 & 9.998565 & 10.203119 & 10.150541 & 9.251748 & 9.515532 & 9.464394 & 9.668392 & 9.239707 & 9.414715\\\\\n",
+ "\tAFFX-r2-Ec-bioC-5\\_at & 9.443262 & 9.287833 & 9.453447 & 9.585416 & 8.307960 & 9.965821 & 9.757906 & 9.675825 & 9.835681 & 9.155918 & ... & 9.381289 & 9.785571 & 9.927797 & 9.897539 & 9.226843 & 9.257708 & 9.242057 & 9.438409 & 8.979709 & 9.221727\\\\\n",
+ "\tAFFX-r2-Ec-bioD-3\\_at & 12.086754 & 11.806535 & 12.061832 & 12.055097 & 11.367981 & 12.529221 & 12.374249 & 12.240145 & 12.200857 & 11.611514 & ... & 11.786142 & 12.299527 & 12.587375 & 12.216209 & 11.565119 & 11.779647 & 11.842112 & 11.945873 & 11.597732 & 11.776464\\\\\n",
+ "\tAFFX-r2-Ec-bioD-5\\_at & 11.709715 & 11.408607 & 11.686138 & 11.679503 & 10.899228 & 12.110184 & 12.075080 & 11.988298 & 11.854230 & 11.213257 & ... & 11.441561 & 11.905166 & 12.194392 & 11.885306 & 11.162417 & 11.400982 & 11.558277 & 11.531237 & 11.147191 & 11.402756\\\\\n",
+ "\tAFFX-r2-P1-cre-3\\_at & 13.632617 & 13.449448 & 13.697584 & 13.661466 & 13.222939 & 13.821708 & 13.727460 & 13.787072 & 13.657255 & 13.324372 & ... & 13.448898 & 13.693984 & 13.848986 & 13.754332 & 13.288882 & 13.525171 & 13.641620 & 13.465233 & 13.392018 & 13.413832\\\\\n",
+ "\tAFFX-r2-P1-cre-5\\_at & 13.420402 & 13.236806 & 13.489278 & 13.421223 & 12.915797 & 13.627229 & 13.368026 & 13.512995 & 13.533677 & 13.141010 & ... & 13.275303 & 13.516524 & 13.668968 & 13.457694 & 13.024730 & 13.308660 & 13.439947 & 13.255931 & 13.173852 & 13.210520\\\\\n",
+ "\\end{tabular}\n"
+ ],
+ "text/markdown": [
+ "\n",
+ "A matrix: 54675 x 21 of type dbl\n",
+ "\n",
+ "| <!--/--> | GSM1176255 | GSM1176256 | GSM1176257 | GSM1176258 | GSM1176259 | GSM1176260 | GSM1176261 | GSM1176262 | GSM1176263 | GSM1176264 | ... | GSM1176266 | GSM1176267 | GSM1176268 | GSM1176269 | GSM1176270 | GSM1176271 | GSM1176272 | GSM1176273 | GSM1176274 | GSM1176275 |\n",
+ "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
+ "| 1007_s_at | 11.715161 | 11.273620 | 10.508958 | 10.930439 | 10.555628 | 11.074348 | 11.413331 | 11.056907 | 10.478296 | 10.614361 | ... | 10.950073 | 10.501268 | 11.136377 | 10.467003 | 11.718392 | 10.790970 | 11.319858 | 10.776361 | 10.334913 | 10.416789 |\n",
+ "| 1053_at | 6.318927 | 6.332438 | 6.351773 | 6.248771 | 6.573906 | 5.982559 | 5.999747 | 6.474815 | 6.540567 | 6.742131 | ... | 6.535896 | 6.212934 | 6.245565 | 6.408864 | 6.530506 | 6.411202 | 6.470390 | 6.419380 | 6.574940 | 6.668882 |\n",
+ "| 117_at | 6.237154 | 5.873304 | 5.540912 | 5.938872 | 5.695414 | 5.609305 | 6.239065 | 6.285355 | 5.909607 | 5.895048 | ... | 5.935832 | 6.518781 | 6.049684 | 5.951591 | 6.061524 | 5.983000 | 5.619935 | 6.250090 | 6.154772 | 6.296866 |\n",
+ "| 121_at | 8.037731 | 8.055693 | 7.657945 | 8.324510 | 7.929910 | 8.091168 | 8.081502 | 7.855752 | 8.242146 | 8.040336 | ... | 8.138732 | 8.093533 | 8.089327 | 8.066675 | 8.164637 | 8.266291 | 7.572720 | 8.200812 | 8.018520 | 8.244127 |\n",
+ "| 1255_g_at | 3.819819 | 3.945889 | 3.868008 | 3.988359 | 3.737851 | 3.796640 | 3.732672 | 3.683059 | 4.021211 | 3.950353 | ... | 3.836916 | 3.875336 | 4.081044 | 3.881884 | 3.741611 | 3.945731 | 3.750488 | 3.793629 | 3.838652 | 3.918923 |\n",
+ "| 1294_at | 7.369075 | 7.193545 | 6.992804 | 6.923932 | 6.750610 | 7.197197 | 7.320394 | 6.973735 | 6.851890 | 6.832457 | ... | 6.800074 | 6.987080 | 7.432148 | 6.872634 | 7.167685 | 6.857970 | 7.029640 | 6.960049 | 6.940760 | 6.994505 |\n",
+ "| 1316_at | 6.601119 | 6.586982 | 6.825374 | 7.203972 | 6.899376 | 7.134999 | 6.668674 | 6.756066 | 6.874190 | 6.810718 | ... | 6.702531 | 7.339148 | 7.234046 | 7.131753 | 6.387715 | 6.816890 | 6.633612 | 6.853167 | 6.354731 | 6.596720 |\n",
+ "| 1320_at | 6.150733 | 5.606746 | 5.091461 | 5.504215 | 5.424244 | 5.534967 | 5.841806 | 5.628757 | 5.528641 | 5.647755 | ... | 5.576175 | 5.529603 | 5.568394 | 5.395282 | 5.657006 | 5.716537 | 5.552141 | 5.551413 | 5.532686 | 5.617723 |\n",
+ "| 1405_i_at | 3.782331 | 3.728325 | 3.571723 | 3.184415 | 3.557341 | 3.825010 | 3.615014 | 3.650234 | 3.274420 | 3.284271 | ... | 3.362552 | 3.562881 | 3.639149 | 3.447854 | 3.300229 | 3.309696 | 3.153574 | 3.354396 | 3.703154 | 3.638859 |\n",
+ "| 1431_at | 4.847049 | 5.469413 | 5.798242 | 5.151788 | 5.640904 | 5.255664 | 4.704552 | 4.989192 | 4.596708 | 5.392479 | ... | 5.591802 | 4.948590 | 4.810177 | 4.854039 | 5.290745 | 5.181874 | 5.453751 | 5.170753 | 5.456397 | 5.505757 |\n",
+ "| 1438_at | 6.774806 | 6.686807 | 6.604931 | 6.587042 | 6.511757 | 6.298790 | 6.702173 | 6.546596 | 6.619511 | 6.555939 | ... | 6.453791 | 6.455532 | 6.515195 | 6.504984 | 6.577480 | 6.584722 | 6.383714 | 6.379987 | 6.971332 | 6.868749 |\n",
+ "| 1487_at | 7.706115 | 7.828210 | 7.819315 | 7.912187 | 8.081897 | 8.285492 | 8.268455 | 7.636757 | 7.923816 | 7.951651 | ... | 7.791367 | 8.442272 | 8.215463 | 8.110887 | 7.640591 | 7.832205 | 7.817042 | 7.690468 | 7.786445 | 8.068235 |\n",
+ "| 1494_f_at | 6.390373 | 6.577887 | 6.288943 | 6.478263 | 6.585678 | 6.513600 | 6.715245 | 6.366885 | 6.504828 | 6.413843 | ... | 6.449829 | 6.475083 | 6.629924 | 6.417927 | 6.636063 | 6.393027 | 6.294682 | 6.535359 | 6.417300 | 6.543502 |\n",
+ "| 1552256_a_at | 9.362331 | 8.718513 | 8.591590 | 8.592559 | 8.329391 | 9.397464 | 8.829132 | 8.447496 | 8.271936 | 8.543581 | ... | 8.601963 | 8.949789 | 9.048324 | 8.476308 | 8.809367 | 8.870874 | 8.949219 | 8.449392 | 8.929093 | 8.435116 |\n",
+ "| 1552257_a_at | 8.697499 | 8.414870 | 8.847506 | 8.196645 | 8.568110 | 8.601528 | 8.490217 | 8.612535 | 8.501805 | 8.624339 | ... | 8.162377 | 8.538727 | 8.593224 | 8.511024 | 7.955478 | 8.522465 | 8.347364 | 8.355304 | 8.590359 | 8.498711 |\n",
+ "| 1552258_at | 4.313353 | 4.327252 | 4.398854 | 4.482609 | 4.495425 | 4.455037 | 4.549402 | 4.381214 | 4.350495 | 4.604430 | ... | 4.541372 | 4.535059 | 4.425425 | 4.604328 | 4.614390 | 4.423873 | 4.521535 | 4.382313 | 4.315008 | 4.783441 |\n",
+ "| 1552261_at | 5.797263 | 5.831505 | 6.022026 | 5.894776 | 5.894776 | 5.974027 | 5.901981 | 5.846366 | 5.870412 | 5.761259 | ... | 6.204443 | 5.963474 | 5.610246 | 5.764205 | 5.921528 | 6.104317 | 5.530204 | 6.224809 | 5.894776 | 6.179204 |\n",
+ "| 1552263_at | 5.675409 | 5.146800 | 5.058240 | 5.103935 | 4.654277 | 5.076807 | 5.127467 | 5.137724 | 5.107533 | 4.828835 | ... | 4.581400 | 5.386770 | 5.370842 | 5.429385 | 5.094331 | 5.107947 | 4.666272 | 4.995322 | 5.062052 | 5.133024 |\n",
+ "| 1552264_a_at | 8.324661 | 8.340505 | 6.973281 | 7.972402 | 8.366196 | 7.102428 | 8.088234 | 8.171386 | 8.101570 | 8.879456 | ... | 8.625262 | 7.794456 | 7.624301 | 7.588305 | 8.188726 | 8.267261 | 8.074125 | 8.175175 | 8.552087 | 8.687885 |\n",
+ "| 1552266_at | 3.820735 | 3.955640 | 3.977324 | 3.929908 | 4.143071 | 3.813509 | 3.711120 | 3.840705 | 3.824750 | 4.095737 | ... | 3.766496 | 3.933370 | 3.787524 | 3.996983 | 3.951336 | 3.809711 | 3.992155 | 3.795446 | 4.099049 | 3.809711 |\n",
+ "| 1552269_at | 3.919705 | 3.734443 | 3.657639 | 3.721431 | 3.817650 | 3.569603 | 3.883896 | 3.569189 | 3.764275 | 3.719527 | ... | 3.637961 | 3.814737 | 3.930892 | 3.727087 | 3.617505 | 3.731545 | 3.523330 | 3.764384 | 3.629525 | 3.679676 |\n",
+ "| 1552271_at | 6.110168 | 6.334092 | 6.402241 | 6.145285 | 6.181203 | 6.027597 | 6.004122 | 6.006540 | 6.042873 | 6.332343 | ... | 6.083506 | 6.159245 | 6.314294 | 5.751871 | 6.488354 | 6.029530 | 6.123723 | 6.128323 | 5.874709 | 6.306192 |\n",
+ "| 1552272_a_at | 5.892740 | 6.296684 | 6.399330 | 5.895347 | 6.084049 | 6.377178 | 6.012381 | 5.745249 | 5.875956 | 5.952970 | ... | 5.796880 | 5.916038 | 5.825430 | 5.508971 | 6.328999 | 5.960116 | 5.891691 | 5.753524 | 6.068135 | 6.134740 |\n",
+ "| 1552274_at | 8.750927 | 9.062672 | 8.645766 | 8.964666 | 8.698250 | 8.771156 | 8.359881 | 8.516994 | 7.948101 | 7.776840 | ... | 8.473600 | 8.360724 | 8.519857 | 8.935342 | 10.065768 | 8.371472 | 9.948759 | 8.793044 | 8.040068 | 8.482872 |\n",
+ "| 1552275_s_at | 8.785358 | 9.611767 | 8.689897 | 9.176437 | 8.891458 | 8.909551 | 8.382955 | 8.608337 | 7.844931 | 8.422443 | ... | 9.087027 | 8.586831 | 8.331773 | 8.805994 | 10.862696 | 8.777363 | 11.010732 | 9.174584 | 8.352657 | 8.838630 |\n",
+ "| 1552276_a_at | 6.254009 | 6.044629 | 5.795907 | 6.044629 | 6.056319 | 6.082581 | 6.290385 | 5.991400 | 5.976458 | 6.140199 | ... | 6.323999 | 6.044629 | 6.093164 | 5.635828 | 6.029205 | 6.044629 | 5.758098 | 6.044629 | 6.399440 | 6.308159 |\n",
+ "| 1552277_a_at | 7.594721 | 7.589296 | 7.464715 | 7.308178 | 7.855467 | 7.190385 | 7.108467 | 7.461946 | 7.410497 | 8.125045 | ... | 7.570590 | 7.296906 | 7.116702 | 7.521706 | 7.593237 | 7.411462 | 7.727254 | 7.314019 | 7.815433 | 7.885769 |\n",
+ "| 1552278_a_at | 5.697786 | 5.590875 | 5.621722 | 5.650539 | 5.429471 | 5.310799 | 5.262553 | 5.208677 | 4.979963 | 5.522697 | ... | 5.425018 | 5.179512 | 5.686408 | 5.560351 | 5.345122 | 5.364508 | 5.527396 | 5.714584 | 6.202156 | 5.701994 |\n",
+ "| 1552279_a_at | 8.121292 | 7.895979 | 7.595977 | 7.793645 | 7.673699 | 7.865108 | 7.980892 | 7.567007 | 7.478499 | 7.808391 | ... | 7.761978 | 7.726665 | 7.933197 | 7.640038 | 7.991422 | 7.707419 | 7.628095 | 7.843268 | 7.861883 | 7.649558 |\n",
+ "| 1552280_at | 3.779434 | 3.989585 | 4.023921 | 4.107412 | 4.168360 | 3.959540 | 4.091007 | 3.967799 | 3.938910 | 3.800059 | ... | 3.919995 | 3.937926 | 3.952089 | 3.708196 | 3.896885 | 3.948478 | 3.724873 | 4.013579 | 3.948478 | 4.073936 |\n",
+ "| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | <!----> | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n",
+ "| AFFX-PheX-5_at | 7.753865 | 5.087429 | 5.177416 | 4.917430 | 4.953915 | 6.386600 | 5.490563 | 6.939214 | 6.105304 | 4.528936 | ... | 4.303124 | 5.653855 | 6.621218 | 6.739218 | 4.352966 | 4.475231 | 4.836996 | 4.617618 | 4.320077 | 4.868290 |\n",
+ "| AFFX-PheX-M_at | 8.611980 | 6.075300 | 6.330502 | 5.523431 | 6.010015 | 7.472272 | 6.594336 | 7.903279 | 6.891795 | 5.190437 | ... | 5.053801 | 6.453178 | 7.550527 | 7.823544 | 4.792931 | 5.273350 | 5.876605 | 5.451922 | 5.518959 | 5.602110 |\n",
+ "| AFFX-ThrX-3_at | 10.582326 | 8.081044 | 8.899869 | 7.596045 | 8.466992 | 10.246990 | 9.441946 | 9.735075 | 9.126939 | 7.116208 | ... | 6.751450 | 8.385291 | 9.906039 | 9.629002 | 6.889579 | 7.297441 | 8.268442 | 7.525707 | 7.992584 | 7.635090 |\n",
+ "| AFFX-ThrX-5_at | 8.268824 | 5.748661 | 5.830651 | 5.385794 | 5.596389 | 6.823877 | 6.074154 | 7.455655 | 7.029249 | 5.211148 | ... | 4.901815 | 6.188948 | 7.569088 | 7.496334 | 4.981539 | 5.208556 | 5.353289 | 5.389969 | 5.144873 | 5.687565 |\n",
+ "| AFFX-ThrX-M_at | 9.175363 | 6.531044 | 6.944570 | 6.162669 | 6.428577 | 8.012215 | 7.157134 | 8.454932 | 7.786200 | 5.529158 | ... | 4.945069 | 6.973724 | 8.429400 | 8.319929 | 5.157822 | 5.658759 | 6.397538 | 5.906092 | 5.663223 | 6.076720 |\n",
+ "| AFFX-TrpnX-3_at | 2.971427 | 2.936306 | 3.084930 | 3.098125 | 2.847959 | 3.187383 | 3.309404 | 3.030723 | 3.176019 | 3.129184 | ... | 3.119100 | 2.919815 | 3.112240 | 3.035649 | 3.013416 | 3.001819 | 2.971770 | 3.103154 | 2.960769 | 3.009697 |\n",
+ "| AFFX-TrpnX-5_at | 3.793256 | 3.738941 | 3.884290 | 3.831968 | 3.753779 | 3.653643 | 3.820788 | 3.882141 | 3.758519 | 3.775818 | ... | 3.823010 | 3.810282 | 3.873248 | 3.842521 | 3.837225 | 3.849942 | 3.791484 | 3.752834 | 3.805844 | 3.838224 |\n",
+ "| AFFX-TrpnX-M_at | 3.586808 | 3.699143 | 3.797787 | 3.921248 | 3.676281 | 3.977565 | 4.140764 | 3.794589 | 3.924411 | 3.831404 | ... | 3.918006 | 4.120546 | 3.976871 | 3.891728 | 3.817679 | 3.881876 | 3.759550 | 3.995358 | 3.646415 | 4.027466 |\n",
+ "| AFFX-hum_alu_at | 14.566045 | 14.618384 | 14.546660 | 14.625548 | 14.513824 | 14.588642 | 14.601224 | 14.630576 | 14.635498 | 14.574806 | ... | 14.588855 | 14.597288 | 14.588642 | 14.597288 | 14.568665 | 14.617603 | 14.522156 | 14.601224 | 14.535137 | 14.554458 |\n",
+ "| AFFX-r2-Bs-dap-3_at | 11.410977 | 9.448124 | 9.983545 | 9.205226 | 9.595558 | 11.231852 | 10.498969 | 10.986092 | 10.544919 | 8.436107 | ... | 7.666732 | 10.201282 | 10.934100 | 11.094863 | 8.226814 | 8.852264 | 9.496438 | 8.924229 | 8.963801 | 9.041300 |\n",
+ "| AFFX-r2-Bs-dap-5_at | 9.976872 | 7.267021 | 7.145449 | 6.898534 | 6.561842 | 8.038808 | 7.178967 | 9.279901 | 8.810423 | 6.482534 | ... | 5.833645 | 8.055644 | 8.940422 | 9.485966 | 5.589927 | 6.627732 | 6.730237 | 6.836962 | 5.795105 | 7.048327 |\n",
+ "| AFFX-r2-Bs-dap-M_at | 10.871564 | 8.451830 | 8.732436 | 8.255073 | 8.588369 | 9.752247 | 9.026129 | 10.376856 | 9.892273 | 7.409603 | ... | 6.803270 | 9.177587 | 10.167854 | 10.203665 | 7.165208 | 7.723737 | 8.347360 | 7.983539 | 7.577300 | 8.211389 |\n",
+ "| AFFX-r2-Bs-lys-3_at | 8.008636 | 5.622182 | 6.404322 | 5.112151 | 6.003597 | 8.037970 | 6.954087 | 6.936265 | 6.744464 | 5.055491 | ... | 4.487732 | 5.993812 | 7.139189 | 7.305628 | 4.775616 | 5.057790 | 6.009910 | 5.208711 | 5.795500 | 5.421912 |\n",
+ "| AFFX-r2-Bs-lys-5_at | 8.075753 | 4.903934 | 5.235062 | 4.282676 | 5.229519 | 6.856097 | 5.770748 | 7.274403 | 6.410631 | 4.590119 | ... | 3.987658 | 5.625004 | 6.837261 | 7.208497 | 4.037665 | 4.245147 | 4.983173 | 4.697197 | 4.078701 | 4.289088 |\n",
+ "| AFFX-r2-Bs-lys-M_at | 8.066866 | 5.180663 | 6.175080 | 5.438911 | 5.877276 | 7.484622 | 6.468593 | 7.244033 | 6.520814 | 4.491910 | ... | 4.181556 | 6.163382 | 7.408022 | 7.522169 | 4.114757 | 4.849459 | 5.563243 | 4.298629 | 4.894816 | 4.891261 |\n",
+ "| AFFX-r2-Bs-phe-3_at | 9.510853 | 7.266315 | 7.841255 | 6.693504 | 7.693326 | 9.068351 | 8.398361 | 8.789336 | 7.943606 | 6.284697 | ... | 5.467548 | 7.742471 | 8.669393 | 8.647518 | 6.150494 | 6.475302 | 7.281304 | 6.704694 | 7.028392 | 6.888921 |\n",
+ "| AFFX-r2-Bs-phe-5_at | 8.514929 | 5.343768 | 5.888240 | 5.198029 | 5.466486 | 6.969828 | 5.872758 | 7.545012 | 6.598480 | 4.962651 | ... | 4.666759 | 6.085156 | 7.224356 | 7.723034 | 4.589823 | 4.911464 | 5.321648 | 4.529445 | 4.706481 | 5.293696 |\n",
+ "| AFFX-r2-Bs-phe-M_at | 8.869874 | 6.290796 | 6.735115 | 6.086613 | 6.272251 | 7.856569 | 7.051055 | 8.149247 | 7.493264 | 5.453053 | ... | 4.934678 | 6.677291 | 7.914306 | 8.199506 | 4.584651 | 5.443351 | 5.980611 | 5.390966 | 5.522687 | 5.594173 |\n",
+ "| AFFX-r2-Bs-thr-3_s_at | 10.939619 | 8.346147 | 9.232065 | 7.982263 | 8.945963 | 10.639913 | 9.722875 | 10.186336 | 9.447309 | 7.468169 | ... | 6.821701 | 8.708765 | 10.220752 | 10.033351 | 7.158162 | 7.564540 | 8.743150 | 7.829487 | 8.361200 | 8.042726 |\n",
+ "| AFFX-r2-Bs-thr-5_s_at | 9.181312 | 6.525439 | 6.663722 | 6.134065 | 5.979761 | 7.735731 | 6.865726 | 8.435383 | 7.697690 | 5.861029 | ... | 5.309116 | 6.906879 | 8.573490 | 8.477676 | 5.383403 | 5.739718 | 5.965031 | 5.989336 | 5.892345 | 6.087177 |\n",
+ "| AFFX-r2-Bs-thr-M_s_at | 9.952070 | 7.300751 | 7.622274 | 6.821974 | 7.285899 | 8.796732 | 8.059699 | 9.145913 | 8.566722 | 6.548489 | ... | 6.170361 | 7.704222 | 9.218303 | 8.991092 | 6.161949 | 6.793152 | 7.187525 | 6.905292 | 6.885350 | 7.062640 |\n",
+ "| AFFX-r2-Ec-bioB-3_at | 8.679083 | 8.282167 | 8.706168 | 8.487556 | 7.942436 | 9.366093 | 9.121303 | 8.891166 | 8.851962 | 8.220907 | ... | 8.363878 | 8.927124 | 9.291020 | 8.815105 | 8.134356 | 8.296001 | 8.492442 | 8.552419 | 8.158692 | 8.185058 |\n",
+ "| AFFX-r2-Ec-bioB-5_at | 8.472914 | 8.087888 | 8.453219 | 8.221732 | 7.546716 | 9.148523 | 8.915800 | 8.748165 | 8.455820 | 7.739492 | ... | 8.044479 | 8.593133 | 9.034046 | 8.551207 | 7.629477 | 8.099967 | 8.428393 | 8.113851 | 7.835044 | 7.871678 |\n",
+ "| AFFX-r2-Ec-bioB-M_at | 8.138846 | 7.803547 | 8.176353 | 7.921736 | 7.157207 | 8.450128 | 8.161739 | 8.401908 | 8.209351 | 7.536998 | ... | 7.760487 | 8.186198 | 8.538407 | 8.370121 | 7.586960 | 7.626970 | 8.277210 | 7.833928 | 7.427514 | 7.578554 |\n",
+ "| AFFX-r2-Ec-bioC-3_at | 9.729550 | 9.607061 | 9.665548 | 9.828510 | 8.764607 | 10.511100 | 10.336114 | 9.909891 | 10.124248 | 9.435038 | ... | 9.678988 | 9.998565 | 10.203119 | 10.150541 | 9.251748 | 9.515532 | 9.464394 | 9.668392 | 9.239707 | 9.414715 |\n",
+ "| AFFX-r2-Ec-bioC-5_at | 9.443262 | 9.287833 | 9.453447 | 9.585416 | 8.307960 | 9.965821 | 9.757906 | 9.675825 | 9.835681 | 9.155918 | ... | 9.381289 | 9.785571 | 9.927797 | 9.897539 | 9.226843 | 9.257708 | 9.242057 | 9.438409 | 8.979709 | 9.221727 |\n",
+ "| AFFX-r2-Ec-bioD-3_at | 12.086754 | 11.806535 | 12.061832 | 12.055097 | 11.367981 | 12.529221 | 12.374249 | 12.240145 | 12.200857 | 11.611514 | ... | 11.786142 | 12.299527 | 12.587375 | 12.216209 | 11.565119 | 11.779647 | 11.842112 | 11.945873 | 11.597732 | 11.776464 |\n",
+ "| AFFX-r2-Ec-bioD-5_at | 11.709715 | 11.408607 | 11.686138 | 11.679503 | 10.899228 | 12.110184 | 12.075080 | 11.988298 | 11.854230 | 11.213257 | ... | 11.441561 | 11.905166 | 12.194392 | 11.885306 | 11.162417 | 11.400982 | 11.558277 | 11.531237 | 11.147191 | 11.402756 |\n",
+ "| AFFX-r2-P1-cre-3_at | 13.632617 | 13.449448 | 13.697584 | 13.661466 | 13.222939 | 13.821708 | 13.727460 | 13.787072 | 13.657255 | 13.324372 | ... | 13.448898 | 13.693984 | 13.848986 | 13.754332 | 13.288882 | 13.525171 | 13.641620 | 13.465233 | 13.392018 | 13.413832 |\n",
+ "| AFFX-r2-P1-cre-5_at | 13.420402 | 13.236806 | 13.489278 | 13.421223 | 12.915797 | 13.627229 | 13.368026 | 13.512995 | 13.533677 | 13.141010 | ... | 13.275303 | 13.516524 | 13.668968 | 13.457694 | 13.024730 | 13.308660 | 13.439947 | 13.255931 | 13.173852 | 13.210520 |\n",
+ "\n"
+ ],
+ "text/plain": [
+ " GSM1176255 GSM1176256 GSM1176257 GSM1176258 GSM1176259\n",
+ "1007_s_at 11.715161 11.273620 10.508958 10.930439 10.555628 \n",
+ "1053_at 6.318927 6.332438 6.351773 6.248771 6.573906 \n",
+ "117_at 6.237154 5.873304 5.540912 5.938872 5.695414 \n",
+ "121_at 8.037731 8.055693 7.657945 8.324510 7.929910 \n",
+ "1255_g_at 3.819819 3.945889 3.868008 3.988359 3.737851 \n",
+ "1294_at 7.369075 7.193545 6.992804 6.923932 6.750610 \n",
+ "1316_at 6.601119 6.586982 6.825374 7.203972 6.899376 \n",
+ "1320_at 6.150733 5.606746 5.091461 5.504215 5.424244 \n",
+ "1405_i_at 3.782331 3.728325 3.571723 3.184415 3.557341 \n",
+ "1431_at 4.847049 5.469413 5.798242 5.151788 5.640904 \n",
+ "1438_at 6.774806 6.686807 6.604931 6.587042 6.511757 \n",
+ "1487_at 7.706115 7.828210 7.819315 7.912187 8.081897 \n",
+ "1494_f_at 6.390373 6.577887 6.288943 6.478263 6.585678 \n",
+ "1552256_a_at 9.362331 8.718513 8.591590 8.592559 8.329391 \n",
+ "1552257_a_at 8.697499 8.414870 8.847506 8.196645 8.568110 \n",
+ "1552258_at 4.313353 4.327252 4.398854 4.482609 4.495425 \n",
+ "1552261_at 5.797263 5.831505 6.022026 5.894776 5.894776 \n",
+ "1552263_at 5.675409 5.146800 5.058240 5.103935 4.654277 \n",
+ "1552264_a_at 8.324661 8.340505 6.973281 7.972402 8.366196 \n",
+ "1552266_at 3.820735 3.955640 3.977324 3.929908 4.143071 \n",
+ "1552269_at 3.919705 3.734443 3.657639 3.721431 3.817650 \n",
+ "1552271_at 6.110168 6.334092 6.402241 6.145285 6.181203 \n",
+ "1552272_a_at 5.892740 6.296684 6.399330 5.895347 6.084049 \n",
+ "1552274_at 8.750927 9.062672 8.645766 8.964666 8.698250 \n",
+ "1552275_s_at 8.785358 9.611767 8.689897 9.176437 8.891458 \n",
+ "1552276_a_at 6.254009 6.044629 5.795907 6.044629 6.056319 \n",
+ "1552277_a_at 7.594721 7.589296 7.464715 7.308178 7.855467 \n",
+ "1552278_a_at 5.697786 5.590875 5.621722 5.650539 5.429471 \n",
+ "1552279_a_at 8.121292 7.895979 7.595977 7.793645 7.673699 \n",
+ "1552280_at 3.779434 3.989585 4.023921 4.107412 4.168360 \n",
+ "... ... ... ... ... ... \n",
+ "AFFX-PheX-5_at 7.753865 5.087429 5.177416 4.917430 4.953915 \n",
+ "AFFX-PheX-M_at 8.611980 6.075300 6.330502 5.523431 6.010015 \n",
+ "AFFX-ThrX-3_at 10.582326 8.081044 8.899869 7.596045 8.466992 \n",
+ "AFFX-ThrX-5_at 8.268824 5.748661 5.830651 5.385794 5.596389 \n",
+ "AFFX-ThrX-M_at 9.175363 6.531044 6.944570 6.162669 6.428577 \n",
+ "AFFX-TrpnX-3_at 2.971427 2.936306 3.084930 3.098125 2.847959 \n",
+ "AFFX-TrpnX-5_at 3.793256 3.738941 3.884290 3.831968 3.753779 \n",
+ "AFFX-TrpnX-M_at 3.586808 3.699143 3.797787 3.921248 3.676281 \n",
+ "AFFX-hum_alu_at 14.566045 14.618384 14.546660 14.625548 14.513824 \n",
+ "AFFX-r2-Bs-dap-3_at 11.410977 9.448124 9.983545 9.205226 9.595558 \n",
+ "AFFX-r2-Bs-dap-5_at 9.976872 7.267021 7.145449 6.898534 6.561842 \n",
+ "AFFX-r2-Bs-dap-M_at 10.871564 8.451830 8.732436 8.255073 8.588369 \n",
+ "AFFX-r2-Bs-lys-3_at 8.008636 5.622182 6.404322 5.112151 6.003597 \n",
+ "AFFX-r2-Bs-lys-5_at 8.075753 4.903934 5.235062 4.282676 5.229519 \n",
+ "AFFX-r2-Bs-lys-M_at 8.066866 5.180663 6.175080 5.438911 5.877276 \n",
+ "AFFX-r2-Bs-phe-3_at 9.510853 7.266315 7.841255 6.693504 7.693326 \n",
+ "AFFX-r2-Bs-phe-5_at 8.514929 5.343768 5.888240 5.198029 5.466486 \n",
+ "AFFX-r2-Bs-phe-M_at 8.869874 6.290796 6.735115 6.086613 6.272251 \n",
+ "AFFX-r2-Bs-thr-3_s_at 10.939619 8.346147 9.232065 7.982263 8.945963 \n",
+ "AFFX-r2-Bs-thr-5_s_at 9.181312 6.525439 6.663722 6.134065 5.979761 \n",
+ "AFFX-r2-Bs-thr-M_s_at 9.952070 7.300751 7.622274 6.821974 7.285899 \n",
+ "AFFX-r2-Ec-bioB-3_at 8.679083 8.282167 8.706168 8.487556 7.942436 \n",
+ "AFFX-r2-Ec-bioB-5_at 8.472914 8.087888 8.453219 8.221732 7.546716 \n",
+ "AFFX-r2-Ec-bioB-M_at 8.138846 7.803547 8.176353 7.921736 7.157207 \n",
+ "AFFX-r2-Ec-bioC-3_at 9.729550 9.607061 9.665548 9.828510 8.764607 \n",
+ "AFFX-r2-Ec-bioC-5_at 9.443262 9.287833 9.453447 9.585416 8.307960 \n",
+ "AFFX-r2-Ec-bioD-3_at 12.086754 11.806535 12.061832 12.055097 11.367981 \n",
+ "AFFX-r2-Ec-bioD-5_at 11.709715 11.408607 11.686138 11.679503 10.899228 \n",
+ "AFFX-r2-P1-cre-3_at 13.632617 13.449448 13.697584 13.661466 13.222939 \n",
+ "AFFX-r2-P1-cre-5_at 13.420402 13.236806 13.489278 13.421223 12.915797 \n",
+ " GSM1176260 GSM1176261 GSM1176262 GSM1176263 GSM1176264\n",
+ "1007_s_at 11.074348 11.413331 11.056907 10.478296 10.614361 \n",
+ "1053_at 5.982559 5.999747 6.474815 6.540567 6.742131 \n",
+ "117_at 5.609305 6.239065 6.285355 5.909607 5.895048 \n",
+ "121_at 8.091168 8.081502 7.855752 8.242146 8.040336 \n",
+ "1255_g_at 3.796640 3.732672 3.683059 4.021211 3.950353 \n",
+ "1294_at 7.197197 7.320394 6.973735 6.851890 6.832457 \n",
+ "1316_at 7.134999 6.668674 6.756066 6.874190 6.810718 \n",
+ "1320_at 5.534967 5.841806 5.628757 5.528641 5.647755 \n",
+ "1405_i_at 3.825010 3.615014 3.650234 3.274420 3.284271 \n",
+ "1431_at 5.255664 4.704552 4.989192 4.596708 5.392479 \n",
+ "1438_at 6.298790 6.702173 6.546596 6.619511 6.555939 \n",
+ "1487_at 8.285492 8.268455 7.636757 7.923816 7.951651 \n",
+ "1494_f_at 6.513600 6.715245 6.366885 6.504828 6.413843 \n",
+ "1552256_a_at 9.397464 8.829132 8.447496 8.271936 8.543581 \n",
+ "1552257_a_at 8.601528 8.490217 8.612535 8.501805 8.624339 \n",
+ "1552258_at 4.455037 4.549402 4.381214 4.350495 4.604430 \n",
+ "1552261_at 5.974027 5.901981 5.846366 5.870412 5.761259 \n",
+ "1552263_at 5.076807 5.127467 5.137724 5.107533 4.828835 \n",
+ "1552264_a_at 7.102428 8.088234 8.171386 8.101570 8.879456 \n",
+ "1552266_at 3.813509 3.711120 3.840705 3.824750 4.095737 \n",
+ "1552269_at 3.569603 3.883896 3.569189 3.764275 3.719527 \n",
+ "1552271_at 6.027597 6.004122 6.006540 6.042873 6.332343 \n",
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+ "1552274_at 8.771156 8.359881 8.516994 7.948101 7.776840 \n",
+ "1552275_s_at 8.909551 8.382955 8.608337 7.844931 8.422443 \n",
+ "1552276_a_at 6.082581 6.290385 5.991400 5.976458 6.140199 \n",
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+ "1552280_at 3.959540 4.091007 3.967799 3.938910 3.800059 \n",
+ "... ... ... ... ... ... \n",
+ "AFFX-PheX-5_at 6.386600 5.490563 6.939214 6.105304 4.528936 \n",
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+ "AFFX-TrpnX-5_at 3.653643 3.820788 3.882141 3.758519 3.775818 \n",
+ "AFFX-TrpnX-M_at 3.977565 4.140764 3.794589 3.924411 3.831404 \n",
+ "AFFX-hum_alu_at 14.588642 14.601224 14.630576 14.635498 14.574806 \n",
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+ "AFFX-r2-Bs-dap-5_at 8.038808 7.178967 9.279901 8.810423 6.482534 \n",
+ "AFFX-r2-Bs-dap-M_at 9.752247 9.026129 10.376856 9.892273 7.409603 \n",
+ "AFFX-r2-Bs-lys-3_at 8.037970 6.954087 6.936265 6.744464 5.055491 \n",
+ "AFFX-r2-Bs-lys-5_at 6.856097 5.770748 7.274403 6.410631 4.590119 \n",
+ "AFFX-r2-Bs-lys-M_at 7.484622 6.468593 7.244033 6.520814 4.491910 \n",
+ "AFFX-r2-Bs-phe-3_at 9.068351 8.398361 8.789336 7.943606 6.284697 \n",
+ "AFFX-r2-Bs-phe-5_at 6.969828 5.872758 7.545012 6.598480 4.962651 \n",
+ "AFFX-r2-Bs-phe-M_at 7.856569 7.051055 8.149247 7.493264 5.453053 \n",
+ "AFFX-r2-Bs-thr-3_s_at 10.639913 9.722875 10.186336 9.447309 7.468169 \n",
+ "AFFX-r2-Bs-thr-5_s_at 7.735731 6.865726 8.435383 7.697690 5.861029 \n",
+ "AFFX-r2-Bs-thr-M_s_at 8.796732 8.059699 9.145913 8.566722 6.548489 \n",
+ "AFFX-r2-Ec-bioB-3_at 9.366093 9.121303 8.891166 8.851962 8.220907 \n",
+ "AFFX-r2-Ec-bioB-5_at 9.148523 8.915800 8.748165 8.455820 7.739492 \n",
+ "AFFX-r2-Ec-bioB-M_at 8.450128 8.161739 8.401908 8.209351 7.536998 \n",
+ "AFFX-r2-Ec-bioC-3_at 10.511100 10.336114 9.909891 10.124248 9.435038 \n",
+ "AFFX-r2-Ec-bioC-5_at 9.965821 9.757906 9.675825 9.835681 9.155918 \n",
+ "AFFX-r2-Ec-bioD-3_at 12.529221 12.374249 12.240145 12.200857 11.611514 \n",
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+ "AFFX-r2-P1-cre-3_at 13.821708 13.727460 13.787072 13.657255 13.324372 \n",
+ "AFFX-r2-P1-cre-5_at 13.627229 13.368026 13.512995 13.533677 13.141010 \n",
+ " ... GSM1176266 GSM1176267 GSM1176268 GSM1176269\n",
+ "1007_s_at ... 10.950073 10.501268 11.136377 10.467003 \n",
+ "1053_at ... 6.535896 6.212934 6.245565 6.408864 \n",
+ "117_at ... 5.935832 6.518781 6.049684 5.951591 \n",
+ "121_at ... 8.138732 8.093533 8.089327 8.066675 \n",
+ "1255_g_at ... 3.836916 3.875336 4.081044 3.881884 \n",
+ "1294_at ... 6.800074 6.987080 7.432148 6.872634 \n",
+ "1316_at ... 6.702531 7.339148 7.234046 7.131753 \n",
+ "1320_at ... 5.576175 5.529603 5.568394 5.395282 \n",
+ "1405_i_at ... 3.362552 3.562881 3.639149 3.447854 \n",
+ "1431_at ... 5.591802 4.948590 4.810177 4.854039 \n",
+ "1438_at ... 6.453791 6.455532 6.515195 6.504984 \n",
+ "1487_at ... 7.791367 8.442272 8.215463 8.110887 \n",
+ "1494_f_at ... 6.449829 6.475083 6.629924 6.417927 \n",
+ "1552256_a_at ... 8.601963 8.949789 9.048324 8.476308 \n",
+ "1552257_a_at ... 8.162377 8.538727 8.593224 8.511024 \n",
+ "1552258_at ... 4.541372 4.535059 4.425425 4.604328 \n",
+ "1552261_at ... 6.204443 5.963474 5.610246 5.764205 \n",
+ "1552263_at ... 4.581400 5.386770 5.370842 5.429385 \n",
+ "1552264_a_at ... 8.625262 7.794456 7.624301 7.588305 \n",
+ "1552266_at ... 3.766496 3.933370 3.787524 3.996983 \n",
+ "1552269_at ... 3.637961 3.814737 3.930892 3.727087 \n",
+ "1552271_at ... 6.083506 6.159245 6.314294 5.751871 \n",
+ "1552272_a_at ... 5.796880 5.916038 5.825430 5.508971 \n",
+ "1552274_at ... 8.473600 8.360724 8.519857 8.935342 \n",
+ "1552275_s_at ... 9.087027 8.586831 8.331773 8.805994 \n",
+ "1552276_a_at ... 6.323999 6.044629 6.093164 5.635828 \n",
+ "1552277_a_at ... 7.570590 7.296906 7.116702 7.521706 \n",
+ "1552278_a_at ... 5.425018 5.179512 5.686408 5.560351 \n",
+ "1552279_a_at ... 7.761978 7.726665 7.933197 7.640038 \n",
+ "1552280_at ... 3.919995 3.937926 3.952089 3.708196 \n",
+ "... ... ... ... ... \n",
+ "AFFX-PheX-5_at ... 4.303124 5.653855 6.621218 6.739218 \n",
+ "AFFX-PheX-M_at ... 5.053801 6.453178 7.550527 7.823544 \n",
+ "AFFX-ThrX-3_at ... 6.751450 8.385291 9.906039 9.629002 \n",
+ "AFFX-ThrX-5_at ... 4.901815 6.188948 7.569088 7.496334 \n",
+ "AFFX-ThrX-M_at ... 4.945069 6.973724 8.429400 8.319929 \n",
+ "AFFX-TrpnX-3_at ... 3.119100 2.919815 3.112240 3.035649 \n",
+ "AFFX-TrpnX-5_at ... 3.823010 3.810282 3.873248 3.842521 \n",
+ "AFFX-TrpnX-M_at ... 3.918006 4.120546 3.976871 3.891728 \n",
+ "AFFX-hum_alu_at ... 14.588855 14.597288 14.588642 14.597288 \n",
+ "AFFX-r2-Bs-dap-3_at ... 7.666732 10.201282 10.934100 11.094863 \n",
+ "AFFX-r2-Bs-dap-5_at ... 5.833645 8.055644 8.940422 9.485966 \n",
+ "AFFX-r2-Bs-dap-M_at ... 6.803270 9.177587 10.167854 10.203665 \n",
+ "AFFX-r2-Bs-lys-3_at ... 4.487732 5.993812 7.139189 7.305628 \n",
+ "AFFX-r2-Bs-lys-5_at ... 3.987658 5.625004 6.837261 7.208497 \n",
+ "AFFX-r2-Bs-lys-M_at ... 4.181556 6.163382 7.408022 7.522169 \n",
+ "AFFX-r2-Bs-phe-3_at ... 5.467548 7.742471 8.669393 8.647518 \n",
+ "AFFX-r2-Bs-phe-5_at ... 4.666759 6.085156 7.224356 7.723034 \n",
+ "AFFX-r2-Bs-phe-M_at ... 4.934678 6.677291 7.914306 8.199506 \n",
+ "AFFX-r2-Bs-thr-3_s_at ... 6.821701 8.708765 10.220752 10.033351 \n",
+ "AFFX-r2-Bs-thr-5_s_at ... 5.309116 6.906879 8.573490 8.477676 \n",
+ "AFFX-r2-Bs-thr-M_s_at ... 6.170361 7.704222 9.218303 8.991092 \n",
+ "AFFX-r2-Ec-bioB-3_at ... 8.363878 8.927124 9.291020 8.815105 \n",
+ "AFFX-r2-Ec-bioB-5_at ... 8.044479 8.593133 9.034046 8.551207 \n",
+ "AFFX-r2-Ec-bioB-M_at ... 7.760487 8.186198 8.538407 8.370121 \n",
+ "AFFX-r2-Ec-bioC-3_at ... 9.678988 9.998565 10.203119 10.150541 \n",
+ "AFFX-r2-Ec-bioC-5_at ... 9.381289 9.785571 9.927797 9.897539 \n",
+ "AFFX-r2-Ec-bioD-3_at ... 11.786142 12.299527 12.587375 12.216209 \n",
+ "AFFX-r2-Ec-bioD-5_at ... 11.441561 11.905166 12.194392 11.885306 \n",
+ "AFFX-r2-P1-cre-3_at ... 13.448898 13.693984 13.848986 13.754332 \n",
+ "AFFX-r2-P1-cre-5_at ... 13.275303 13.516524 13.668968 13.457694 \n",
+ " GSM1176270 GSM1176271 GSM1176272 GSM1176273 GSM1176274\n",
+ "1007_s_at 11.718392 10.790970 11.319858 10.776361 10.334913 \n",
+ "1053_at 6.530506 6.411202 6.470390 6.419380 6.574940 \n",
+ "117_at 6.061524 5.983000 5.619935 6.250090 6.154772 \n",
+ "121_at 8.164637 8.266291 7.572720 8.200812 8.018520 \n",
+ "1255_g_at 3.741611 3.945731 3.750488 3.793629 3.838652 \n",
+ "1294_at 7.167685 6.857970 7.029640 6.960049 6.940760 \n",
+ "1316_at 6.387715 6.816890 6.633612 6.853167 6.354731 \n",
+ "1320_at 5.657006 5.716537 5.552141 5.551413 5.532686 \n",
+ "1405_i_at 3.300229 3.309696 3.153574 3.354396 3.703154 \n",
+ "1431_at 5.290745 5.181874 5.453751 5.170753 5.456397 \n",
+ "1438_at 6.577480 6.584722 6.383714 6.379987 6.971332 \n",
+ "1487_at 7.640591 7.832205 7.817042 7.690468 7.786445 \n",
+ "1494_f_at 6.636063 6.393027 6.294682 6.535359 6.417300 \n",
+ "1552256_a_at 8.809367 8.870874 8.949219 8.449392 8.929093 \n",
+ "1552257_a_at 7.955478 8.522465 8.347364 8.355304 8.590359 \n",
+ "1552258_at 4.614390 4.423873 4.521535 4.382313 4.315008 \n",
+ "1552261_at 5.921528 6.104317 5.530204 6.224809 5.894776 \n",
+ "1552263_at 5.094331 5.107947 4.666272 4.995322 5.062052 \n",
+ "1552264_a_at 8.188726 8.267261 8.074125 8.175175 8.552087 \n",
+ "1552266_at 3.951336 3.809711 3.992155 3.795446 4.099049 \n",
+ "1552269_at 3.617505 3.731545 3.523330 3.764384 3.629525 \n",
+ "1552271_at 6.488354 6.029530 6.123723 6.128323 5.874709 \n",
+ "1552272_a_at 6.328999 5.960116 5.891691 5.753524 6.068135 \n",
+ "1552274_at 10.065768 8.371472 9.948759 8.793044 8.040068 \n",
+ "1552275_s_at 10.862696 8.777363 11.010732 9.174584 8.352657 \n",
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+ "1552277_a_at 7.593237 7.411462 7.727254 7.314019 7.815433 \n",
+ "1552278_a_at 5.345122 5.364508 5.527396 5.714584 6.202156 \n",
+ "1552279_a_at 7.991422 7.707419 7.628095 7.843268 7.861883 \n",
+ "1552280_at 3.896885 3.948478 3.724873 4.013579 3.948478 \n",
+ "... ... ... ... ... ... \n",
+ "AFFX-PheX-5_at 4.352966 4.475231 4.836996 4.617618 4.320077 \n",
+ "AFFX-PheX-M_at 4.792931 5.273350 5.876605 5.451922 5.518959 \n",
+ "AFFX-ThrX-3_at 6.889579 7.297441 8.268442 7.525707 7.992584 \n",
+ "AFFX-ThrX-5_at 4.981539 5.208556 5.353289 5.389969 5.144873 \n",
+ "AFFX-ThrX-M_at 5.157822 5.658759 6.397538 5.906092 5.663223 \n",
+ "AFFX-TrpnX-3_at 3.013416 3.001819 2.971770 3.103154 2.960769 \n",
+ "AFFX-TrpnX-5_at 3.837225 3.849942 3.791484 3.752834 3.805844 \n",
+ "AFFX-TrpnX-M_at 3.817679 3.881876 3.759550 3.995358 3.646415 \n",
+ "AFFX-hum_alu_at 14.568665 14.617603 14.522156 14.601224 14.535137 \n",
+ "AFFX-r2-Bs-dap-3_at 8.226814 8.852264 9.496438 8.924229 8.963801 \n",
+ "AFFX-r2-Bs-dap-5_at 5.589927 6.627732 6.730237 6.836962 5.795105 \n",
+ "AFFX-r2-Bs-dap-M_at 7.165208 7.723737 8.347360 7.983539 7.577300 \n",
+ "AFFX-r2-Bs-lys-3_at 4.775616 5.057790 6.009910 5.208711 5.795500 \n",
+ "AFFX-r2-Bs-lys-5_at 4.037665 4.245147 4.983173 4.697197 4.078701 \n",
+ "AFFX-r2-Bs-lys-M_at 4.114757 4.849459 5.563243 4.298629 4.894816 \n",
+ "AFFX-r2-Bs-phe-3_at 6.150494 6.475302 7.281304 6.704694 7.028392 \n",
+ "AFFX-r2-Bs-phe-5_at 4.589823 4.911464 5.321648 4.529445 4.706481 \n",
+ "AFFX-r2-Bs-phe-M_at 4.584651 5.443351 5.980611 5.390966 5.522687 \n",
+ "AFFX-r2-Bs-thr-3_s_at 7.158162 7.564540 8.743150 7.829487 8.361200 \n",
+ "AFFX-r2-Bs-thr-5_s_at 5.383403 5.739718 5.965031 5.989336 5.892345 \n",
+ "AFFX-r2-Bs-thr-M_s_at 6.161949 6.793152 7.187525 6.905292 6.885350 \n",
+ "AFFX-r2-Ec-bioB-3_at 8.134356 8.296001 8.492442 8.552419 8.158692 \n",
+ "AFFX-r2-Ec-bioB-5_at 7.629477 8.099967 8.428393 8.113851 7.835044 \n",
+ "AFFX-r2-Ec-bioB-M_at 7.586960 7.626970 8.277210 7.833928 7.427514 \n",
+ "AFFX-r2-Ec-bioC-3_at 9.251748 9.515532 9.464394 9.668392 9.239707 \n",
+ "AFFX-r2-Ec-bioC-5_at 9.226843 9.257708 9.242057 9.438409 8.979709 \n",
+ "AFFX-r2-Ec-bioD-3_at 11.565119 11.779647 11.842112 11.945873 11.597732 \n",
+ "AFFX-r2-Ec-bioD-5_at 11.162417 11.400982 11.558277 11.531237 11.147191 \n",
+ "AFFX-r2-P1-cre-3_at 13.288882 13.525171 13.641620 13.465233 13.392018 \n",
+ "AFFX-r2-P1-cre-5_at 13.024730 13.308660 13.439947 13.255931 13.173852 \n",
+ " GSM1176275\n",
+ "1007_s_at 10.416789 \n",
+ "1053_at 6.668882 \n",
+ "117_at 6.296866 \n",
+ "121_at 8.244127 \n",
+ "1255_g_at 3.918923 \n",
+ "1294_at 6.994505 \n",
+ "1316_at 6.596720 \n",
+ "1320_at 5.617723 \n",
+ "1405_i_at 3.638859 \n",
+ "1431_at 5.505757 \n",
+ "1438_at 6.868749 \n",
+ "1487_at 8.068235 \n",
+ "1494_f_at 6.543502 \n",
+ "1552256_a_at 8.435116 \n",
+ "1552257_a_at 8.498711 \n",
+ "1552258_at 4.783441 \n",
+ "1552261_at 6.179204 \n",
+ "1552263_at 5.133024 \n",
+ "1552264_a_at 8.687885 \n",
+ "1552266_at 3.809711 \n",
+ "1552269_at 3.679676 \n",
+ "1552271_at 6.306192 \n",
+ "1552272_a_at 6.134740 \n",
+ "1552274_at 8.482872 \n",
+ "1552275_s_at 8.838630 \n",
+ "1552276_a_at 6.308159 \n",
+ "1552277_a_at 7.885769 \n",
+ "1552278_a_at 5.701994 \n",
+ "1552279_a_at 7.649558 \n",
+ "1552280_at 4.073936 \n",
+ "... ... \n",
+ "AFFX-PheX-5_at 4.868290 \n",
+ "AFFX-PheX-M_at 5.602110 \n",
+ "AFFX-ThrX-3_at 7.635090 \n",
+ "AFFX-ThrX-5_at 5.687565 \n",
+ "AFFX-ThrX-M_at 6.076720 \n",
+ "AFFX-TrpnX-3_at 3.009697 \n",
+ "AFFX-TrpnX-5_at 3.838224 \n",
+ "AFFX-TrpnX-M_at 4.027466 \n",
+ "AFFX-hum_alu_at 14.554458 \n",
+ "AFFX-r2-Bs-dap-3_at 9.041300 \n",
+ "AFFX-r2-Bs-dap-5_at 7.048327 \n",
+ "AFFX-r2-Bs-dap-M_at 8.211389 \n",
+ "AFFX-r2-Bs-lys-3_at 5.421912 \n",
+ "AFFX-r2-Bs-lys-5_at 4.289088 \n",
+ "AFFX-r2-Bs-lys-M_at 4.891261 \n",
+ "AFFX-r2-Bs-phe-3_at 6.888921 \n",
+ "AFFX-r2-Bs-phe-5_at 5.293696 \n",
+ "AFFX-r2-Bs-phe-M_at 5.594173 \n",
+ "AFFX-r2-Bs-thr-3_s_at 8.042726 \n",
+ "AFFX-r2-Bs-thr-5_s_at 6.087177 \n",
+ "AFFX-r2-Bs-thr-M_s_at 7.062640 \n",
+ "AFFX-r2-Ec-bioB-3_at 8.185058 \n",
+ "AFFX-r2-Ec-bioB-5_at 7.871678 \n",
+ "AFFX-r2-Ec-bioB-M_at 7.578554 \n",
+ "AFFX-r2-Ec-bioC-3_at 9.414715 \n",
+ "AFFX-r2-Ec-bioC-5_at 9.221727 \n",
+ "AFFX-r2-Ec-bioD-3_at 11.776464 \n",
+ "AFFX-r2-Ec-bioD-5_at 11.402756 \n",
+ "AFFX-r2-P1-cre-3_at 13.413832 \n",
+ "AFFX-r2-P1-cre-5_at 13.210520 "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "log2_exprs <- exprs(eset_rma)\n",
+ "#head(log2_exprs, 20)\n",
+ "log2_exprs"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "mart <- useEnsembl(biomart = \"ensembl\", dataset = \"hsapiens_gene_ensembl\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Object of class 'Mart':\n",
+ " Using the ENSEMBL_MART_ENSEMBL BioMart database\n",
+ " Using the hsapiens_gene_ensembl dataset"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "mart"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "'GPL570'"
+ ],
+ "text/latex": [
+ "'GPL570'"
+ ],
+ "text/markdown": [
+ "'GPL570'"
+ ],
+ "text/plain": [
+ "[1] \"GPL570\""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "annotation(gse[[1]])\n",
+ "platform <- \"affy_hg_u133_plus_2\"\n",
+ "mapped_id <- getBM(attributes = c(platform, \"hgnc_symbol\", \"entrezgene_id\", \"ensembl_gene_id\"),\n",
+ " filters = platform,\n",
+ " values = rownames(log2_exprs),\n",
+ " mart = mart\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table class=\"dataframe\">\n",
+ "<caption>A data.frame: 55719 x 4</caption>\n",
+ "<thead>\n",
+ "\t<tr><th scope=col>affy_hg_u133_plus_2</th><th scope=col>hgnc_symbol</th><th scope=col>entrezgene_id</th><th scope=col>ensembl_gene_id</th></tr>\n",
+ "\t<tr><th scope=col><chr></th><th scope=col><chr></th><th scope=col><int></th><th scope=col><chr></th></tr>\n",
+ "</thead>\n",
+ "<tbody>\n",
+ "\t<tr><td>1553551_s_at</td><td>MT-ND1 </td><td> 4535</td><td>ENSG00000198888</td></tr>\n",
+ "\t<tr><td>1553551_s_at</td><td>MT-TI </td><td> NA</td><td>ENSG00000210100</td></tr>\n",
+ "\t<tr><td>1553551_s_at</td><td>MT-TM </td><td> NA</td><td>ENSG00000210112</td></tr>\n",
+ "\t<tr><td>1553551_s_at</td><td>MT-ND2 </td><td> 4536</td><td>ENSG00000198763</td></tr>\n",
+ "\t<tr><td>1553538_s_at</td><td>MT-CO1 </td><td> 4512</td><td>ENSG00000198804</td></tr>\n",
+ "\t<tr><td>1553570_x_at</td><td>MT-CO1 </td><td> 4512</td><td>ENSG00000198804</td></tr>\n",
+ "\t<tr><td>1553569_at </td><td>MT-CO1 </td><td> 4512</td><td>ENSG00000198804</td></tr>\n",
+ "\t<tr><td>1553570_x_at</td><td>MT-TD </td><td> NA</td><td>ENSG00000210154</td></tr>\n",
+ "\t<tr><td>1553567_s_at</td><td>MT-TD </td><td> NA</td><td>ENSG00000210154</td></tr>\n",
+ "\t<tr><td>1553569_at </td><td>MT-TD </td><td> NA</td><td>ENSG00000210154</td></tr>\n",
+ "\t<tr><td>1553570_x_at</td><td>MT-CO2 </td><td> 4513</td><td>ENSG00000198712</td></tr>\n",
+ "\t<tr><td>1553567_s_at</td><td>MT-CO2 </td><td> 4513</td><td>ENSG00000198712</td></tr>\n",
+ "\t<tr><td>1553569_at </td><td>MT-CO2 </td><td> 4513</td><td>ENSG00000198712</td></tr>\n",
+ "\t<tr><td>1553567_s_at</td><td>MT-TK </td><td> NA</td><td>ENSG00000210156</td></tr>\n",
+ "\t<tr><td>1553567_s_at</td><td>MT-ATP8 </td><td> 4509</td><td>ENSG00000228253</td></tr>\n",
+ "\t<tr><td>1553588_at </td><td>MT-ATP6 </td><td> 4508</td><td>ENSG00000198899</td></tr>\n",
+ "\t<tr><td>1553567_s_at</td><td>MT-ATP6 </td><td> 4508</td><td>ENSG00000198899</td></tr>\n",
+ "\t<tr><td>1553588_at </td><td>MT-CO3 </td><td> 4514</td><td>ENSG00000198938</td></tr>\n",
+ "\t<tr><td>1553588_at </td><td>MT-TG </td><td> NA</td><td>ENSG00000210164</td></tr>\n",
+ "\t<tr><td>1553588_at </td><td>MT-ND3 </td><td> 4537</td><td>ENSG00000198840</td></tr>\n",
+ "\t<tr><td>1553588_at </td><td>MT-TR </td><td> NA</td><td>ENSG00000210174</td></tr>\n",
+ "\t<tr><td>1553588_at </td><td>MT-ND4L </td><td> 4539</td><td>ENSG00000212907</td></tr>\n",
+ "\t<tr><td>1555653_at </td><td>MT-ND5 </td><td> 4540</td><td>ENSG00000198786</td></tr>\n",
+ "\t<tr><td>1553575_at </td><td>MT-ND6 </td><td> 4541</td><td>ENSG00000198695</td></tr>\n",
+ "\t<tr><td>1553575_at </td><td>MT-TE </td><td> NA</td><td>ENSG00000210194</td></tr>\n",
+ "\t<tr><td>1553474_at </td><td> </td><td>100288966</td><td>ENSG00000277630</td></tr>\n",
+ "\t<tr><td>1555865_at </td><td>TOLLIP-DT</td><td> 255512</td><td>ENSG00000291427</td></tr>\n",
+ "\t<tr><td>1553633_s_at</td><td>SLC9B1P1 </td><td> NA</td><td>ENSG00000183704</td></tr>\n",
+ "\t<tr><td>1552690_a_at</td><td>CACNA2D4 </td><td> 93589</td><td>ENSG00000284953</td></tr>\n",
+ "\t<tr><td>1558530_at </td><td>LRTM2 </td><td> 654429</td><td>ENSG00000285383</td></tr>\n",
+ "\t<tr><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
+ "\t<tr><td>37005_at </td><td>NBL1 </td><td>100532736</td><td>ENSG00000158747</td></tr>\n",
+ "\t<tr><td>240634_x_at</td><td> </td><td> 84809</td><td>ENSG00000291072</td></tr>\n",
+ "\t<tr><td>244848_at </td><td> </td><td> NA</td><td>ENSG00000237188</td></tr>\n",
+ "\t<tr><td>244472_at </td><td>TRABD2B </td><td> 388630</td><td>ENSG00000269113</td></tr>\n",
+ "\t<tr><td>241707_at </td><td>TRABD2B </td><td> 388630</td><td>ENSG00000269113</td></tr>\n",
+ "\t<tr><td>242086_at </td><td>SPATA6 </td><td> 54558</td><td>ENSG00000132122</td></tr>\n",
+ "\t<tr><td>37892_at </td><td>COL11A1 </td><td> 1301</td><td>ENSG00000060718</td></tr>\n",
+ "\t<tr><td>242882_at </td><td>RNF207 </td><td> 388591</td><td>ENSG00000158286</td></tr>\n",
+ "\t<tr><td>64942_at </td><td>GPR153 </td><td> 387509</td><td>ENSG00000158292</td></tr>\n",
+ "\t<tr><td>244489_at </td><td>THBS3-AS1</td><td>105371450</td><td>ENSG00000231064</td></tr>\n",
+ "\t<tr><td>242327_x_at</td><td>ESPN </td><td> 83715</td><td>ENSG00000187017</td></tr>\n",
+ "\t<tr><td>242410_s_at</td><td>CACNA1E </td><td> 777</td><td>ENSG00000198216</td></tr>\n",
+ "\t<tr><td>243707_at </td><td>PRKACB-DT</td><td> NA</td><td>ENSG00000271576</td></tr>\n",
+ "\t<tr><td>241290_at </td><td> </td><td> NA</td><td>ENSG00000225605</td></tr>\n",
+ "\t<tr><td>39650_s_at </td><td>PCNX2 </td><td> 80003</td><td>ENSG00000135749</td></tr>\n",
+ "\t<tr><td>241450_at </td><td>RSPO1 </td><td> 284654</td><td>ENSG00000169218</td></tr>\n",
+ "\t<tr><td>243717_at </td><td>EPHA10 </td><td> 284656</td><td>ENSG00000183317</td></tr>\n",
+ "\t<tr><td>242381_x_at</td><td> </td><td> NA</td><td>ENSG00000227994</td></tr>\n",
+ "\t<tr><td>243623_at </td><td>SLC1A7 </td><td> 6512</td><td>ENSG00000162383</td></tr>\n",
+ "\t<tr><td>240692_at </td><td> </td><td> NA</td><td>ENSG00000223920</td></tr>\n",
+ "\t<tr><td>241853_at </td><td>RTCA-AS1 </td><td> NA</td><td>ENSG00000224616</td></tr>\n",
+ "\t<tr><td>241456_at </td><td>FAM78B </td><td> 149297</td><td>ENSG00000188859</td></tr>\n",
+ "\t<tr><td>241544_at </td><td>FAM78B </td><td> 149297</td><td>ENSG00000188859</td></tr>\n",
+ "\t<tr><td>243873_at </td><td>TMCC2-AS1</td><td> NA</td><td>ENSG00000225063</td></tr>\n",
+ "\t<tr><td>244080_at </td><td> </td><td> NA</td><td>ENSG00000260805</td></tr>\n",
+ "\t<tr><td>244555_at </td><td> </td><td> NA</td><td>ENSG00000288999</td></tr>\n",
+ "\t<tr><td>241753_at </td><td> </td><td>105373170</td><td>ENSG00000286071</td></tr>\n",
+ "\t<tr><td>244225_x_at</td><td>LMNA </td><td> 4000</td><td>ENSG00000160789</td></tr>\n",
+ "\t<tr><td>243042_at </td><td>MIGA1 </td><td> 374986</td><td>ENSG00000180488</td></tr>\n",
+ "\t<tr><td>242947_at </td><td> </td><td> NA</td><td>ENSG00000272510</td></tr>\n",
+ "</tbody>\n",
+ "</table>\n"
+ ],
+ "text/latex": [
+ "A data.frame: 55719 x 4\n",
+ "\\begin{tabular}{llll}\n",
+ " affy\\_hg\\_u133\\_plus\\_2 & hgnc\\_symbol & entrezgene\\_id & ensembl\\_gene\\_id\\\\\n",
+ " <chr> & <chr> & <int> & <chr>\\\\\n",
+ "\\hline\n",
+ "\t 1553551\\_s\\_at & MT-ND1 & 4535 & ENSG00000198888\\\\\n",
+ "\t 1553551\\_s\\_at & MT-TI & NA & ENSG00000210100\\\\\n",
+ "\t 1553551\\_s\\_at & MT-TM & NA & ENSG00000210112\\\\\n",
+ "\t 1553551\\_s\\_at & MT-ND2 & 4536 & ENSG00000198763\\\\\n",
+ "\t 1553538\\_s\\_at & MT-CO1 & 4512 & ENSG00000198804\\\\\n",
+ "\t 1553570\\_x\\_at & MT-CO1 & 4512 & ENSG00000198804\\\\\n",
+ "\t 1553569\\_at & MT-CO1 & 4512 & ENSG00000198804\\\\\n",
+ "\t 1553570\\_x\\_at & MT-TD & NA & ENSG00000210154\\\\\n",
+ "\t 1553567\\_s\\_at & MT-TD & NA & ENSG00000210154\\\\\n",
+ "\t 1553569\\_at & MT-TD & NA & ENSG00000210154\\\\\n",
+ "\t 1553570\\_x\\_at & MT-CO2 & 4513 & ENSG00000198712\\\\\n",
+ "\t 1553567\\_s\\_at & MT-CO2 & 4513 & ENSG00000198712\\\\\n",
+ "\t 1553569\\_at & MT-CO2 & 4513 & ENSG00000198712\\\\\n",
+ "\t 1553567\\_s\\_at & MT-TK & NA & ENSG00000210156\\\\\n",
+ "\t 1553567\\_s\\_at & MT-ATP8 & 4509 & ENSG00000228253\\\\\n",
+ "\t 1553588\\_at & MT-ATP6 & 4508 & ENSG00000198899\\\\\n",
+ "\t 1553567\\_s\\_at & MT-ATP6 & 4508 & ENSG00000198899\\\\\n",
+ "\t 1553588\\_at & MT-CO3 & 4514 & ENSG00000198938\\\\\n",
+ "\t 1553588\\_at & MT-TG & NA & ENSG00000210164\\\\\n",
+ "\t 1553588\\_at & MT-ND3 & 4537 & ENSG00000198840\\\\\n",
+ "\t 1553588\\_at & MT-TR & NA & ENSG00000210174\\\\\n",
+ "\t 1553588\\_at & MT-ND4L & 4539 & ENSG00000212907\\\\\n",
+ "\t 1555653\\_at & MT-ND5 & 4540 & ENSG00000198786\\\\\n",
+ "\t 1553575\\_at & MT-ND6 & 4541 & ENSG00000198695\\\\\n",
+ "\t 1553575\\_at & MT-TE & NA & ENSG00000210194\\\\\n",
+ "\t 1553474\\_at & & 100288966 & ENSG00000277630\\\\\n",
+ "\t 1555865\\_at & TOLLIP-DT & 255512 & ENSG00000291427\\\\\n",
+ "\t 1553633\\_s\\_at & SLC9B1P1 & NA & ENSG00000183704\\\\\n",
+ "\t 1552690\\_a\\_at & CACNA2D4 & 93589 & ENSG00000284953\\\\\n",
+ "\t 1558530\\_at & LRTM2 & 654429 & ENSG00000285383\\\\\n",
+ "\t ... & ... & ... & ...\\\\\n",
+ "\t 37005\\_at & NBL1 & 100532736 & ENSG00000158747\\\\\n",
+ "\t 240634\\_x\\_at & & 84809 & ENSG00000291072\\\\\n",
+ "\t 244848\\_at & & NA & ENSG00000237188\\\\\n",
+ "\t 244472\\_at & TRABD2B & 388630 & ENSG00000269113\\\\\n",
+ "\t 241707\\_at & TRABD2B & 388630 & ENSG00000269113\\\\\n",
+ "\t 242086\\_at & SPATA6 & 54558 & ENSG00000132122\\\\\n",
+ "\t 37892\\_at & COL11A1 & 1301 & ENSG00000060718\\\\\n",
+ "\t 242882\\_at & RNF207 & 388591 & ENSG00000158286\\\\\n",
+ "\t 64942\\_at & GPR153 & 387509 & ENSG00000158292\\\\\n",
+ "\t 244489\\_at & THBS3-AS1 & 105371450 & ENSG00000231064\\\\\n",
+ "\t 242327\\_x\\_at & ESPN & 83715 & ENSG00000187017\\\\\n",
+ "\t 242410\\_s\\_at & CACNA1E & 777 & ENSG00000198216\\\\\n",
+ "\t 243707\\_at & PRKACB-DT & NA & ENSG00000271576\\\\\n",
+ "\t 241290\\_at & & NA & ENSG00000225605\\\\\n",
+ "\t 39650\\_s\\_at & PCNX2 & 80003 & ENSG00000135749\\\\\n",
+ "\t 241450\\_at & RSPO1 & 284654 & ENSG00000169218\\\\\n",
+ "\t 243717\\_at & EPHA10 & 284656 & ENSG00000183317\\\\\n",
+ "\t 242381\\_x\\_at & & NA & ENSG00000227994\\\\\n",
+ "\t 243623\\_at & SLC1A7 & 6512 & ENSG00000162383\\\\\n",
+ "\t 240692\\_at & & NA & ENSG00000223920\\\\\n",
+ "\t 241853\\_at & RTCA-AS1 & NA & ENSG00000224616\\\\\n",
+ "\t 241456\\_at & FAM78B & 149297 & ENSG00000188859\\\\\n",
+ "\t 241544\\_at & FAM78B & 149297 & ENSG00000188859\\\\\n",
+ "\t 243873\\_at & TMCC2-AS1 & NA & ENSG00000225063\\\\\n",
+ "\t 244080\\_at & & NA & ENSG00000260805\\\\\n",
+ "\t 244555\\_at & & NA & ENSG00000288999\\\\\n",
+ "\t 241753\\_at & & 105373170 & ENSG00000286071\\\\\n",
+ "\t 244225\\_x\\_at & LMNA & 4000 & ENSG00000160789\\\\\n",
+ "\t 243042\\_at & MIGA1 & 374986 & ENSG00000180488\\\\\n",
+ "\t 242947\\_at & & NA & ENSG00000272510\\\\\n",
+ "\\end{tabular}\n"
+ ],
+ "text/markdown": [
+ "\n",
+ "A data.frame: 55719 x 4\n",
+ "\n",
+ "| affy_hg_u133_plus_2 <chr> | hgnc_symbol <chr> | entrezgene_id <int> | ensembl_gene_id <chr> |\n",
+ "|---|---|---|---|\n",
+ "| 1553551_s_at | MT-ND1 | 4535 | ENSG00000198888 |\n",
+ "| 1553551_s_at | MT-TI | NA | ENSG00000210100 |\n",
+ "| 1553551_s_at | MT-TM | NA | ENSG00000210112 |\n",
+ "| 1553551_s_at | MT-ND2 | 4536 | ENSG00000198763 |\n",
+ "| 1553538_s_at | MT-CO1 | 4512 | ENSG00000198804 |\n",
+ "| 1553570_x_at | MT-CO1 | 4512 | ENSG00000198804 |\n",
+ "| 1553569_at | MT-CO1 | 4512 | ENSG00000198804 |\n",
+ "| 1553570_x_at | MT-TD | NA | ENSG00000210154 |\n",
+ "| 1553567_s_at | MT-TD | NA | ENSG00000210154 |\n",
+ "| 1553569_at | MT-TD | NA | ENSG00000210154 |\n",
+ "| 1553570_x_at | MT-CO2 | 4513 | ENSG00000198712 |\n",
+ "| 1553567_s_at | MT-CO2 | 4513 | ENSG00000198712 |\n",
+ "| 1553569_at | MT-CO2 | 4513 | ENSG00000198712 |\n",
+ "| 1553567_s_at | MT-TK | NA | ENSG00000210156 |\n",
+ "| 1553567_s_at | MT-ATP8 | 4509 | ENSG00000228253 |\n",
+ "| 1553588_at | MT-ATP6 | 4508 | ENSG00000198899 |\n",
+ "| 1553567_s_at | MT-ATP6 | 4508 | ENSG00000198899 |\n",
+ "| 1553588_at | MT-CO3 | 4514 | ENSG00000198938 |\n",
+ "| 1553588_at | MT-TG | NA | ENSG00000210164 |\n",
+ "| 1553588_at | MT-ND3 | 4537 | ENSG00000198840 |\n",
+ "| 1553588_at | MT-TR | NA | ENSG00000210174 |\n",
+ "| 1553588_at | MT-ND4L | 4539 | ENSG00000212907 |\n",
+ "| 1555653_at | MT-ND5 | 4540 | ENSG00000198786 |\n",
+ "| 1553575_at | MT-ND6 | 4541 | ENSG00000198695 |\n",
+ "| 1553575_at | MT-TE | NA | ENSG00000210194 |\n",
+ "| 1553474_at | <!----> | 100288966 | ENSG00000277630 |\n",
+ "| 1555865_at | TOLLIP-DT | 255512 | ENSG00000291427 |\n",
+ "| 1553633_s_at | SLC9B1P1 | NA | ENSG00000183704 |\n",
+ "| 1552690_a_at | CACNA2D4 | 93589 | ENSG00000284953 |\n",
+ "| 1558530_at | LRTM2 | 654429 | ENSG00000285383 |\n",
+ "| ... | ... | ... | ... |\n",
+ "| 37005_at | NBL1 | 100532736 | ENSG00000158747 |\n",
+ "| 240634_x_at | <!----> | 84809 | ENSG00000291072 |\n",
+ "| 244848_at | <!----> | NA | ENSG00000237188 |\n",
+ "| 244472_at | TRABD2B | 388630 | ENSG00000269113 |\n",
+ "| 241707_at | TRABD2B | 388630 | ENSG00000269113 |\n",
+ "| 242086_at | SPATA6 | 54558 | ENSG00000132122 |\n",
+ "| 37892_at | COL11A1 | 1301 | ENSG00000060718 |\n",
+ "| 242882_at | RNF207 | 388591 | ENSG00000158286 |\n",
+ "| 64942_at | GPR153 | 387509 | ENSG00000158292 |\n",
+ "| 244489_at | THBS3-AS1 | 105371450 | ENSG00000231064 |\n",
+ "| 242327_x_at | ESPN | 83715 | ENSG00000187017 |\n",
+ "| 242410_s_at | CACNA1E | 777 | ENSG00000198216 |\n",
+ "| 243707_at | PRKACB-DT | NA | ENSG00000271576 |\n",
+ "| 241290_at | <!----> | NA | ENSG00000225605 |\n",
+ "| 39650_s_at | PCNX2 | 80003 | ENSG00000135749 |\n",
+ "| 241450_at | RSPO1 | 284654 | ENSG00000169218 |\n",
+ "| 243717_at | EPHA10 | 284656 | ENSG00000183317 |\n",
+ "| 242381_x_at | <!----> | NA | ENSG00000227994 |\n",
+ "| 243623_at | SLC1A7 | 6512 | ENSG00000162383 |\n",
+ "| 240692_at | <!----> | NA | ENSG00000223920 |\n",
+ "| 241853_at | RTCA-AS1 | NA | ENSG00000224616 |\n",
+ "| 241456_at | FAM78B | 149297 | ENSG00000188859 |\n",
+ "| 241544_at | FAM78B | 149297 | ENSG00000188859 |\n",
+ "| 243873_at | TMCC2-AS1 | NA | ENSG00000225063 |\n",
+ "| 244080_at | <!----> | NA | ENSG00000260805 |\n",
+ "| 244555_at | <!----> | NA | ENSG00000288999 |\n",
+ "| 241753_at | <!----> | 105373170 | ENSG00000286071 |\n",
+ "| 244225_x_at | LMNA | 4000 | ENSG00000160789 |\n",
+ "| 243042_at | MIGA1 | 374986 | ENSG00000180488 |\n",
+ "| 242947_at | <!----> | NA | ENSG00000272510 |\n",
+ "\n"
+ ],
+ "text/plain": [
+ " affy_hg_u133_plus_2 hgnc_symbol entrezgene_id ensembl_gene_id\n",
+ "1 1553551_s_at MT-ND1 4535 ENSG00000198888\n",
+ "2 1553551_s_at MT-TI NA ENSG00000210100\n",
+ "3 1553551_s_at MT-TM NA ENSG00000210112\n",
+ "4 1553551_s_at MT-ND2 4536 ENSG00000198763\n",
+ "5 1553538_s_at MT-CO1 4512 ENSG00000198804\n",
+ "6 1553570_x_at MT-CO1 4512 ENSG00000198804\n",
+ "7 1553569_at MT-CO1 4512 ENSG00000198804\n",
+ "8 1553570_x_at MT-TD NA ENSG00000210154\n",
+ "9 1553567_s_at MT-TD NA ENSG00000210154\n",
+ "10 1553569_at MT-TD NA ENSG00000210154\n",
+ "11 1553570_x_at MT-CO2 4513 ENSG00000198712\n",
+ "12 1553567_s_at MT-CO2 4513 ENSG00000198712\n",
+ "13 1553569_at MT-CO2 4513 ENSG00000198712\n",
+ "14 1553567_s_at MT-TK NA ENSG00000210156\n",
+ "15 1553567_s_at MT-ATP8 4509 ENSG00000228253\n",
+ "16 1553588_at MT-ATP6 4508 ENSG00000198899\n",
+ "17 1553567_s_at MT-ATP6 4508 ENSG00000198899\n",
+ "18 1553588_at MT-CO3 4514 ENSG00000198938\n",
+ "19 1553588_at MT-TG NA ENSG00000210164\n",
+ "20 1553588_at MT-ND3 4537 ENSG00000198840\n",
+ "21 1553588_at MT-TR NA ENSG00000210174\n",
+ "22 1553588_at MT-ND4L 4539 ENSG00000212907\n",
+ "23 1555653_at MT-ND5 4540 ENSG00000198786\n",
+ "24 1553575_at MT-ND6 4541 ENSG00000198695\n",
+ "25 1553575_at MT-TE NA ENSG00000210194\n",
+ "26 1553474_at 100288966 ENSG00000277630\n",
+ "27 1555865_at TOLLIP-DT 255512 ENSG00000291427\n",
+ "28 1553633_s_at SLC9B1P1 NA ENSG00000183704\n",
+ "29 1552690_a_at CACNA2D4 93589 ENSG00000284953\n",
+ "30 1558530_at LRTM2 654429 ENSG00000285383\n",
+ "... ... ... ... ... \n",
+ "55690 37005_at NBL1 100532736 ENSG00000158747\n",
+ "55691 240634_x_at 84809 ENSG00000291072\n",
+ "55692 244848_at NA ENSG00000237188\n",
+ "55693 244472_at TRABD2B 388630 ENSG00000269113\n",
+ "55694 241707_at TRABD2B 388630 ENSG00000269113\n",
+ "55695 242086_at SPATA6 54558 ENSG00000132122\n",
+ "55696 37892_at COL11A1 1301 ENSG00000060718\n",
+ "55697 242882_at RNF207 388591 ENSG00000158286\n",
+ "55698 64942_at GPR153 387509 ENSG00000158292\n",
+ "55699 244489_at THBS3-AS1 105371450 ENSG00000231064\n",
+ "55700 242327_x_at ESPN 83715 ENSG00000187017\n",
+ "55701 242410_s_at CACNA1E 777 ENSG00000198216\n",
+ "55702 243707_at PRKACB-DT NA ENSG00000271576\n",
+ "55703 241290_at NA ENSG00000225605\n",
+ "55704 39650_s_at PCNX2 80003 ENSG00000135749\n",
+ "55705 241450_at RSPO1 284654 ENSG00000169218\n",
+ "55706 243717_at EPHA10 284656 ENSG00000183317\n",
+ "55707 242381_x_at NA ENSG00000227994\n",
+ "55708 243623_at SLC1A7 6512 ENSG00000162383\n",
+ "55709 240692_at NA ENSG00000223920\n",
+ "55710 241853_at RTCA-AS1 NA ENSG00000224616\n",
+ "55711 241456_at FAM78B 149297 ENSG00000188859\n",
+ "55712 241544_at FAM78B 149297 ENSG00000188859\n",
+ "55713 243873_at TMCC2-AS1 NA ENSG00000225063\n",
+ "55714 244080_at NA ENSG00000260805\n",
+ "55715 244555_at NA ENSG00000288999\n",
+ "55716 241753_at 105373170 ENSG00000286071\n",
+ "55717 244225_x_at LMNA 4000 ENSG00000160789\n",
+ "55718 243042_at MIGA1 374986 ENSG00000180488\n",
+ "55719 242947_at NA ENSG00000272510"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "mapped_id"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "#remove duplicates\n",
+ "unique_probes <- mapped_id[!(duplicated(mapped_id[,platform]) | duplicated(mapped_id[,platform], fromLast = TRUE)), ]\n",
+ "rownames(unique_probes) <- unique_probes$affy_hg_u133_plus2\n",
+ "write.table(unique_probes, paste0(\"AD_GSE48350_\", annotation(gse[[1]]),\"probe_mapping.tsv\"), sep = \"\\t\", row.names = F)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
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+ "\\item '1554702\\_at'\n",
+ "\\item ...\n",
+ "\\item '243484\\_x\\_at'\n",
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+ "\\item '243042\\_at'\n",
+ "\\item '242947\\_at'\n",
+ "\\end{enumerate*}\n"
+ ],
+ "text/markdown": [
+ "1. '1553551_s_at'\n",
+ "2. '1553551_s_at'\n",
+ "3. '1553551_s_at'\n",
+ "4. '1553551_s_at'\n",
+ "5. '1553538_s_at'\n",
+ "6. '1553570_x_at'\n",
+ "7. '1553569_at'\n",
+ "8. '1553570_x_at'\n",
+ "9. '1553567_s_at'\n",
+ "10. '1553569_at'\n",
+ "11. '1553570_x_at'\n",
+ "12. '1553567_s_at'\n",
+ "13. '1553569_at'\n",
+ "14. '1553567_s_at'\n",
+ "15. '1553567_s_at'\n",
+ "16. '1553588_at'\n",
+ "17. '1553567_s_at'\n",
+ "18. '1553588_at'\n",
+ "19. '1553588_at'\n",
+ "20. '1553588_at'\n",
+ "21. '1553588_at'\n",
+ "22. '1553588_at'\n",
+ "23. '1555653_at'\n",
+ "24. '1553575_at'\n",
+ "25. '1553575_at'\n",
+ "26. '1553474_at'\n",
+ "27. '1555865_at'\n",
+ "28. '1553633_s_at'\n",
+ "29. '1552690_a_at'\n",
+ "30. '1558530_at'\n",
+ "31. '1556677_at'\n",
+ "32. '1558938_at'\n",
+ "33. '1558938_at'\n",
+ "34. '1554125_a_at'\n",
+ "35. '1555444_a_at'\n",
+ "36. '1555743_s_at'\n",
+ "37. '1555390_at'\n",
+ "38. '1552952_at'\n",
+ "39. '1559133_at'\n",
+ "40. '1559134_a_at'\n",
+ "41. '1552872_at'\n",
+ "42. '1554821_a_at'\n",
+ "43. '1556445_at'\n",
+ "44. '1557480_a_at'\n",
+ "45. '1559566_at'\n",
+ "46. '1556195_a_at'\n",
+ "47. '1554385_a_at'\n",
+ "48. '1554384_at'\n",
+ "49. '1552841_s_at'\n",
+ "50. '1555399_a_at'\n",
+ "51. '1555846_a_at'\n",
+ "52. '1559075_s_at'\n",
+ "53. '1559049_a_at'\n",
+ "54. '1559048_at'\n",
+ "55. '1555336_a_at'\n",
+ "56. '1555335_at'\n",
+ "57. '1556794_at'\n",
+ "58. '1553633_s_at'\n",
+ "59. '1559471_s_at'\n",
+ "60. '1559470_at'\n",
+ "61. '1555716_a_at'\n",
+ "62. '1553044_at'\n",
+ "63. '1556794_at'\n",
+ "64. '1554983_at'\n",
+ "65. '1552466_x_at'\n",
+ "66. '1554405_a_at'\n",
+ "67. '1557470_at'\n",
+ "68. '1555188_at'\n",
+ "69. '1554787_at'\n",
+ "70. '1556414_at'\n",
+ "71. '1553608_a_at'\n",
+ "72. '1553607_at'\n",
+ "73. '1553313_s_at'\n",
+ "74. '1559603_at'\n",
+ "75. '1554428_s_at'\n",
+ "76. '1555778_a_at'\n",
+ "77. '1553340_s_at'\n",
+ "78. '1556911_at'\n",
+ "79. '1555373_at'\n",
+ "80. '1556794_at'\n",
+ "81. '1552576_at'\n",
+ "82. '1552576_at'\n",
+ "83. '1555935_s_at'\n",
+ "84. '1552605_s_at'\n",
+ "85. '1552604_at'\n",
+ "86. '1555125_at'\n",
+ "87. '1555994_at'\n",
+ "88. '1555995_a_at'\n",
+ "89. '1552468_a_at'\n",
+ "90. '1552467_at'\n",
+ "91. '1557279_at'\n",
+ "92. '1557280_s_at'\n",
+ "93. '1557717_at'\n",
+ "94. '1554921_a_at'\n",
+ "95. '1554920_at'\n",
+ "96. '1557918_s_at'\n",
+ "97. '1553846_at'\n",
+ "98. '1553847_a_at'\n",
+ "99. '1557470_at'\n",
+ "100. '1554886_a_at'\n",
+ "101. '1556888_at'\n",
+ "102. '1556889_s_at'\n",
+ "103. '1553822_at'\n",
+ "104. '1553823_a_at'\n",
+ "105. '1553519_at'\n",
+ "106. '1553608_a_at'\n",
+ "107. '1552401_a_at'\n",
+ "108. '1553608_a_at'\n",
+ "109. '1552401_a_at'\n",
+ "110. '1552816_at'\n",
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+ "172. '1555953_at'\n",
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+ "189. '1558849_at'\n",
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+ "198. '1553614_a_at'\n",
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+ "201. ...\n",
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+ "401. '242947_at'\n",
+ "\n",
+ "\n"
+ ],
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+ " [1931] \"1553093_a_at\" \"1555259_at\" \n",
+ " [1933] \"1555793_a_at\" \"1553492_a_at\" \n",
+ " [1935] \"1558700_s_at\" \"1553532_a_at\" \n",
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+ " [1945] \"1555097_a_at\" \"1553709_a_at\" \n",
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+ " [1951] \"1557518_a_at\" \"1552311_a_at\" \n",
+ " [1953] \"1555871_at\" \"1557486_at\" \n",
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+ " [1967] \"1553171_x_at\" \"1558001_s_at\" \n",
+ " [1969] \"1558000_at\" \"1556831_at\" \n",
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+ " [1973] \"1558697_a_at\" \"1556362_at\" \n",
+ " [1975] \"1556316_s_at\" \"1555180_at\" \n",
+ " [1977] \"1556316_s_at\" \"1557451_at\" \n",
+ " [1979] \"1558118_at\" \"1554818_s_at\" \n",
+ " [1981] \"1553080_at\" \"1552903_at\" \n",
+ " [1983] \"1552421_a_at\" \"1552609_s_at\" \n",
+ " [1985] \"1552915_at\" \"1555961_a_at\" \n",
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+ " [1989] \"1553909_x_at\" \"1553535_a_at\" \n",
+ " [1991] \"1555326_a_at\" \"1554196_at\" \n",
+ " [1993] \"1555015_a_at\" \"1553241_at\" \n",
+ " [1995] \"1558387_at\" \"1558388_a_at\" \n",
+ " [1997] \"1554300_a_at\" \"1555624_a_at\" \n",
+ " [1999] \"1554274_a_at\" \"1552426_a_at\" \n",
+ " [2001] \"1554076_s_at\" \"1557701_s_at\" \n",
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+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "mapped_id[,platform]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning message:\n",
+ "\"package 'WGCNA' was built under R version 4.1.2\"\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Loading required package: dynamicTreeCut\n",
+ "\n",
+ "Loading required package: fastcluster\n",
+ "\n",
+ "\n",
+ "Attaching package: 'fastcluster'\n",
+ "\n",
+ "\n",
+ "The following object is masked from 'package:stats':\n",
+ "\n",
+ " hclust\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "Attaching package: 'WGCNA'\n",
+ "\n",
+ "\n",
+ "The following object is masked from 'package:stats':\n",
+ "\n",
+ " cor\n",
+ "\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "library(WGCNA)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 50,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Warning message in WGCNA::collapseRows(log2_exprs[(unique_probes$affy_hg_u133_plus), :\n",
+ "\"rowGroup contains blanks. It is strongly recommended that you remove these rows before calling the function.\n",
+ " But for your convenience, the collapseRow function will remove these rows\"\n",
+ "Warning message in WGCNA::collapseRows(log2_exprs[(unique_probes$affy_hg_u133_plus), :\n",
+ "\"The argument rowGroup contains missing data. It is strongly recommended\n",
+ " that you remove these rows before calling the function. Or redefine rowGroup\n",
+ " so that it has no missing data. But for convenience, we remove these data.\"\n"
+ ]
+ }
+ ],
+ "source": [
+ "#keep rows with maxRowVariance per ENSG\n",
+ "CR <- WGCNA::collapseRows(log2_exprs[(unique_probes$affy_hg_u133_plus),], \n",
+ "rowGroup = unique_probes$hgnc_symbol, \n",
+ "rowID = unique_probes[,platform], method = \"maxRowVariance\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 51,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<style>\n",
+ ".list-inline {list-style: none; margin:0; padding: 0}\n",
+ ".list-inline>li {display: inline-block}\n",
+ ".list-inline>li:not(:last-child)::after {content: \"\\00b7\"; padding: 0 .5ex}\n",
+ "</style>\n",
+ "<ol class=list-inline><li>18166</li><li>21</li></ol>\n"
+ ],
+ "text/latex": [
+ "\\begin{enumerate*}\n",
+ "\\item 18166\n",
+ "\\item 21\n",
+ "\\end{enumerate*}\n"
+ ],
+ "text/markdown": [
+ "1. 18166\n",
+ "2. 21\n",
+ "\n",
+ "\n"
+ ],
+ "text/plain": [
+ "[1] 18166 21"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "dim(CR$datETcollapsed)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 53,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<table class=\"dataframe\">\n",
+ "<caption>A matrix: 18166 x 21 of type dbl</caption>\n",
+ "<thead>\n",
+ "\t<tr><th></th><th scope=col>GSM1176255</th><th scope=col>GSM1176256</th><th scope=col>GSM1176257</th><th scope=col>GSM1176258</th><th scope=col>GSM1176259</th><th scope=col>GSM1176260</th><th scope=col>GSM1176261</th><th scope=col>GSM1176262</th><th scope=col>GSM1176263</th><th scope=col>GSM1176264</th><th scope=col>...</th><th scope=col>GSM1176266</th><th scope=col>GSM1176267</th><th scope=col>GSM1176268</th><th scope=col>GSM1176269</th><th scope=col>GSM1176270</th><th scope=col>GSM1176271</th><th scope=col>GSM1176272</th><th scope=col>GSM1176273</th><th scope=col>GSM1176274</th><th scope=col>GSM1176275</th></tr>\n",
+ "</thead>\n",
+ "<tbody>\n",
+ "\t<tr><th scope=row>A1BG-AS1</th><td> 5.352710</td><td> 5.310486</td><td> 5.665272</td><td> 5.630609</td><td> 5.264279</td><td> 6.131864</td><td> 5.640623</td><td> 5.386624</td><td> 5.831295</td><td> 5.812792</td><td>...</td><td> 6.039418</td><td> 5.740408</td><td> 5.931576</td><td> 5.650132</td><td> 5.382606</td><td> 5.616595</td><td> 5.610657</td><td> 6.022755</td><td> 5.668250</td><td> 5.704254</td></tr>\n",
+ "\t<tr><th scope=row>A1CF</th><td> 4.795585</td><td> 4.807935</td><td> 4.929803</td><td> 4.713392</td><td> 5.045673</td><td> 5.218089</td><td> 5.004081</td><td> 4.824109</td><td> 4.872692</td><td> 5.049890</td><td>...</td><td> 5.049183</td><td> 5.132549</td><td> 5.281722</td><td> 4.879358</td><td> 4.817109</td><td> 5.047605</td><td> 4.798238</td><td> 4.839832</td><td> 4.754876</td><td> 4.936728</td></tr>\n",
+ "\t<tr><th scope=row>A2M</th><td>11.479278</td><td>10.497342</td><td> 9.785809</td><td> 9.171326</td><td> 9.980392</td><td>10.758403</td><td>10.372794</td><td>10.006030</td><td> 9.726066</td><td> 9.957200</td><td>...</td><td> 8.939033</td><td>10.159872</td><td>10.763805</td><td> 9.681134</td><td> 9.806814</td><td>10.106565</td><td>10.083203</td><td> 9.714768</td><td>10.150955</td><td>10.350177</td></tr>\n",
+ "\t<tr><th scope=row>A2M-AS1</th><td> 6.935550</td><td> 6.793257</td><td> 7.156812</td><td> 6.634913</td><td> 6.363635</td><td> 6.791488</td><td> 6.430080</td><td> 6.666250</td><td> 6.438420</td><td> 6.304728</td><td>...</td><td> 6.483574</td><td> 6.571557</td><td> 6.923461</td><td> 7.068161</td><td> 6.707183</td><td> 6.273774</td><td> 6.898648</td><td> 6.680282</td><td> 6.545151</td><td> 6.151864</td></tr>\n",
+ "\t<tr><th scope=row>A2ML1</th><td> 6.208239</td><td> 5.584823</td><td> 5.505287</td><td> 5.965894</td><td> 5.096385</td><td> 5.532229</td><td> 6.429772</td><td> 5.652996</td><td> 6.438971</td><td> 6.039918</td><td>...</td><td> 5.843701</td><td> 6.051888</td><td> 6.080001</td><td> 6.239739</td><td> 5.528324</td><td> 5.895021</td><td> 5.259980</td><td> 5.683725</td><td> 5.660833</td><td> 5.292557</td></tr>\n",
+ "\t<tr><th scope=row>A4GALT</th><td> 7.229002</td><td> 7.180768</td><td> 7.513902</td><td> 7.566443</td><td> 7.054660</td><td> 7.864845</td><td> 8.192700</td><td> 7.468595</td><td> 7.476169</td><td> 7.501033</td><td>...</td><td> 7.511111</td><td> 7.598446</td><td> 7.767497</td><td> 7.430703</td><td> 6.984409</td><td> 7.495127</td><td> 7.083588</td><td> 7.628321</td><td> 7.407607</td><td> 7.481420</td></tr>\n",
+ "\t<tr><th scope=row>A4GNT</th><td> 5.035228</td><td> 4.785097</td><td> 4.952519</td><td> 5.218072</td><td> 4.968186</td><td> 4.821987</td><td> 5.433437</td><td> 4.969099</td><td> 5.185253</td><td> 4.876602</td><td>...</td><td> 4.875989</td><td> 4.821987</td><td> 5.320533</td><td> 5.354527</td><td> 5.054591</td><td> 5.054017</td><td> 4.906461</td><td> 5.025499</td><td> 4.810721</td><td> 4.994511</td></tr>\n",
+ "\t<tr><th scope=row>AACS</th><td> 8.201470</td><td> 8.980021</td><td> 9.070221</td><td> 8.918858</td><td> 9.142708</td><td> 8.984893</td><td> 8.088342</td><td> 8.644050</td><td> 9.266125</td><td> 9.146684</td><td>...</td><td> 9.129085</td><td> 9.231949</td><td> 8.418083</td><td> 9.220410</td><td> 8.549966</td><td> 8.987171</td><td> 8.794645</td><td> 8.844288</td><td> 9.085818</td><td> 9.181233</td></tr>\n",
+ "\t<tr><th scope=row>AACSP1</th><td> 3.548233</td><td> 4.331883</td><td> 4.102467</td><td> 3.833781</td><td> 3.879744</td><td> 3.755773</td><td> 4.187236</td><td> 3.996955</td><td> 3.957779</td><td> 3.838220</td><td>...</td><td> 3.747050</td><td> 3.936461</td><td> 3.957003</td><td> 3.901644</td><td> 3.782266</td><td> 3.679628</td><td> 3.981167</td><td> 3.966902</td><td> 3.769766</td><td> 3.985293</td></tr>\n",
+ "\t<tr><th scope=row>AADAC</th><td> 4.867412</td><td> 4.970419</td><td> 5.128967</td><td> 5.066386</td><td> 5.069592</td><td> 5.092934</td><td> 5.079824</td><td> 5.123239</td><td> 5.091224</td><td> 5.250258</td><td>...</td><td> 4.915415</td><td> 5.118931</td><td> 5.222093</td><td> 5.210532</td><td> 5.184718</td><td> 5.069592</td><td> 4.789107</td><td> 5.065328</td><td> 5.047868</td><td> 5.154316</td></tr>\n",
+ "\t<tr><th scope=row>AADAT</th><td> 6.872976</td><td> 7.440623</td><td> 7.586675</td><td> 6.965607</td><td> 7.262888</td><td> 7.111646</td><td> 6.729255</td><td> 7.115992</td><td> 6.908567</td><td> 7.028483</td><td>...</td><td> 7.101008</td><td> 7.160222</td><td> 6.943145</td><td> 7.160222</td><td> 7.519034</td><td> 6.951425</td><td> 7.650060</td><td> 7.103773</td><td> 7.304019</td><td> 6.989930</td></tr>\n",
+ "\t<tr><th scope=row>AAGAB</th><td> 7.130276</td><td> 7.078394</td><td> 7.025149</td><td> 6.891299</td><td> 6.964322</td><td> 6.782035</td><td> 6.580391</td><td> 6.867517</td><td> 7.326018</td><td> 7.540941</td><td>...</td><td> 7.342288</td><td> 6.832960</td><td> 6.652421</td><td> 7.063244</td><td> 7.029780</td><td> 7.094582</td><td> 5.843337</td><td> 6.882988</td><td> 7.618091</td><td> 7.101377</td></tr>\n",
+ "\t<tr><th scope=row>AAK1</th><td> 6.878053</td><td> 8.110100</td><td> 8.808601</td><td> 7.885628</td><td> 8.843792</td><td> 7.603272</td><td> 6.787050</td><td> 7.640654</td><td> 8.601228</td><td> 8.836744</td><td>...</td><td> 8.512053</td><td> 8.235025</td><td> 7.266030</td><td> 8.613002</td><td> 8.025170</td><td> 8.865122</td><td> 8.047384</td><td> 8.233787</td><td> 9.142343</td><td> 9.020943</td></tr>\n",
+ "\t<tr><th scope=row>AAMDC</th><td> 7.797431</td><td> 6.869771</td><td> 7.272886</td><td> 7.200384</td><td> 7.180039</td><td> 7.386617</td><td> 7.296426</td><td> 7.291830</td><td> 7.084344</td><td> 7.085506</td><td>...</td><td> 7.251738</td><td> 6.975882</td><td> 7.421897</td><td> 7.029575</td><td> 7.710682</td><td> 6.927991</td><td> 7.736302</td><td> 7.357308</td><td> 6.902398</td><td> 7.016611</td></tr>\n",
+ "\t<tr><th scope=row>AAMP</th><td> 8.784029</td><td> 8.542925</td><td> 8.788936</td><td> 8.475695</td><td> 8.815060</td><td> 8.466660</td><td> 8.663665</td><td> 8.661131</td><td> 8.619995</td><td> 8.952774</td><td>...</td><td> 8.793182</td><td> 8.371337</td><td> 8.346435</td><td> 8.294783</td><td> 8.889969</td><td> 8.680207</td><td> 8.887860</td><td> 8.321668</td><td> 9.116928</td><td> 8.762322</td></tr>\n",
+ "\t<tr><th scope=row>AANAT</th><td> 3.863903</td><td> 4.346829</td><td> 4.133816</td><td> 3.959366</td><td> 4.065144</td><td> 4.288956</td><td> 4.171600</td><td> 3.852393</td><td> 3.922564</td><td> 4.137867</td><td>...</td><td> 4.312099</td><td> 4.210694</td><td> 4.129817</td><td> 3.947461</td><td> 4.337245</td><td> 4.133816</td><td> 4.056243</td><td> 4.015712</td><td> 4.085390</td><td> 4.118834</td></tr>\n",
+ "\t<tr><th scope=row>AAR2</th><td> 7.972548</td><td> 7.794187</td><td> 7.987219</td><td> 7.949047</td><td> 7.736807</td><td> 7.838738</td><td> 7.826099</td><td> 7.722029</td><td> 7.687871</td><td> 7.757003</td><td>...</td><td> 7.669757</td><td> 7.878265</td><td> 7.734023</td><td> 7.842816</td><td> 8.071806</td><td> 7.417583</td><td> 8.091202</td><td> 7.599732</td><td> 8.001770</td><td> 7.806474</td></tr>\n",
+ "\t<tr><th scope=row>AARS1</th><td>10.479690</td><td>10.432092</td><td>10.417579</td><td>10.322909</td><td>10.729068</td><td>10.545232</td><td>10.266697</td><td>10.446471</td><td>10.360088</td><td>10.731985</td><td>...</td><td>10.633029</td><td>10.288472</td><td>10.285859</td><td>10.474160</td><td>10.596143</td><td>10.617278</td><td>10.956661</td><td>10.439639</td><td>10.980116</td><td>10.713152</td></tr>\n",
+ "\t<tr><th scope=row>AARS2</th><td> 7.626195</td><td> 7.878897</td><td> 7.976353</td><td> 7.697946</td><td> 7.689406</td><td> 7.845849</td><td> 7.625383</td><td> 7.460262</td><td> 7.584747</td><td> 7.533378</td><td>...</td><td> 7.561384</td><td> 7.574470</td><td> 7.894660</td><td> 7.473550</td><td> 7.639636</td><td> 7.376617</td><td> 7.650404</td><td> 7.604732</td><td> 7.709588</td><td> 7.547223</td></tr>\n",
+ "\t<tr><th scope=row>AASDH</th><td> 8.310263</td><td> 8.108231</td><td> 8.250010</td><td> 8.406444</td><td> 7.933456</td><td> 7.352683</td><td> 7.916343</td><td> 8.553360</td><td> 8.288538</td><td> 8.368637</td><td>...</td><td> 8.489828</td><td> 8.063037</td><td> 8.190560</td><td> 8.260908</td><td> 7.771576</td><td> 8.079380</td><td> 7.698635</td><td> 8.459084</td><td> 8.263091</td><td> 7.497972</td></tr>\n",
+ "\t<tr><th scope=row>AASDHPPT</th><td> 8.124437</td><td> 8.851917</td><td> 8.552943</td><td> 8.973230</td><td> 9.231009</td><td> 8.216023</td><td> 7.876563</td><td> 8.665634</td><td> 9.779260</td><td> 9.762024</td><td>...</td><td> 9.672192</td><td> 8.798504</td><td> 8.294225</td><td> 8.993137</td><td> 9.104552</td><td> 9.047525</td><td> 8.950250</td><td> 8.974705</td><td> 9.889588</td><td> 9.268361</td></tr>\n",
+ "\t<tr><th scope=row>AASS</th><td> 7.245229</td><td> 7.025075</td><td> 6.572515</td><td> 6.681910</td><td> 6.480812</td><td> 6.084467</td><td> 7.230910</td><td> 7.064489</td><td> 6.039863</td><td> 6.780253</td><td>...</td><td> 6.780253</td><td> 5.879743</td><td> 6.596458</td><td> 6.703844</td><td> 7.595345</td><td> 6.787972</td><td> 7.675935</td><td> 6.780253</td><td> 6.780253</td><td> 6.460387</td></tr>\n",
+ "\t<tr><th scope=row>AATBC</th><td> 4.268163</td><td> 4.204853</td><td> 4.194662</td><td> 4.123555</td><td> 3.917634</td><td> 4.247628</td><td> 4.298790</td><td> 3.949999</td><td> 4.125741</td><td> 4.125903</td><td>...</td><td> 4.084403</td><td> 4.266832</td><td> 4.533765</td><td> 3.891895</td><td> 4.380649</td><td> 3.994687</td><td> 3.849680</td><td> 4.215241</td><td> 4.104258</td><td> 4.106699</td></tr>\n",
+ "\t<tr><th scope=row>AATK</th><td> 7.182520</td><td> 6.809297</td><td> 6.841369</td><td> 5.735864</td><td> 6.023089</td><td> 6.826324</td><td> 6.007516</td><td> 5.364520</td><td> 5.483834</td><td> 5.483601</td><td>...</td><td> 5.374082</td><td> 6.004154</td><td> 6.155436</td><td> 5.255921</td><td> 6.362812</td><td> 5.820448</td><td> 7.195941</td><td> 5.831279</td><td> 5.005930</td><td> 6.207210</td></tr>\n",
+ "\t<tr><th scope=row>ABAT</th><td> 9.011646</td><td> 8.346857</td><td> 6.910624</td><td> 8.120092</td><td> 7.649525</td><td> 6.673519</td><td> 8.605274</td><td> 8.992588</td><td> 8.183827</td><td> 8.654687</td><td>...</td><td> 8.615950</td><td> 7.683251</td><td> 7.816261</td><td> 7.532742</td><td> 7.696437</td><td> 8.444637</td><td> 6.987315</td><td> 8.278001</td><td> 8.461997</td><td> 8.747737</td></tr>\n",
+ "\t<tr><th scope=row>ABCA1</th><td> 8.660904</td><td> 6.962448</td><td> 7.219826</td><td> 6.753696</td><td> 6.759389</td><td> 6.234833</td><td> 7.779428</td><td> 7.337783</td><td> 7.183990</td><td> 6.458844</td><td>...</td><td> 5.917207</td><td> 6.803134</td><td> 7.178548</td><td> 7.024548</td><td> 7.244482</td><td> 6.557603</td><td> 7.200149</td><td> 6.640673</td><td> 6.667382</td><td> 6.498045</td></tr>\n",
+ "\t<tr><th scope=row>ABCA12</th><td> 3.312110</td><td> 3.045365</td><td> 3.172266</td><td> 3.171774</td><td> 3.024929</td><td> 3.025347</td><td> 3.089437</td><td> 3.239580</td><td> 3.259477</td><td> 3.192086</td><td>...</td><td> 2.960342</td><td> 3.023154</td><td> 3.222052</td><td> 3.052671</td><td> 3.104452</td><td> 3.086559</td><td> 3.033578</td><td> 3.144300</td><td> 3.104452</td><td> 3.074711</td></tr>\n",
+ "\t<tr><th scope=row>ABCA13</th><td> 2.980436</td><td> 2.920541</td><td> 2.830552</td><td> 2.861145</td><td> 2.868411</td><td> 3.212728</td><td> 2.852709</td><td> 2.862569</td><td> 2.861145</td><td> 3.024587</td><td>...</td><td> 2.865514</td><td> 2.933172</td><td> 2.978712</td><td> 2.893349</td><td> 2.767334</td><td> 2.811774</td><td> 2.711867</td><td> 2.913963</td><td> 2.792902</td><td> 2.680530</td></tr>\n",
+ "\t<tr><th scope=row>ABCA17P</th><td> 6.296941</td><td> 6.249987</td><td> 7.076512</td><td> 6.102720</td><td> 6.467738</td><td> 6.167985</td><td> 6.390769</td><td> 6.143856</td><td> 6.211597</td><td> 6.129382</td><td>...</td><td> 6.552807</td><td> 5.876977</td><td> 6.227943</td><td> 6.294908</td><td> 6.820506</td><td> 6.284706</td><td> 6.719113</td><td> 6.481484</td><td> 6.596028</td><td> 6.229354</td></tr>\n",
+ "\t<tr><th scope=row>ABCA2</th><td> 9.720611</td><td> 9.685208</td><td> 9.263451</td><td> 9.546373</td><td> 9.426914</td><td>10.039233</td><td> 8.770538</td><td> 9.085378</td><td> 8.513676</td><td> 9.328878</td><td>...</td><td> 9.868501</td><td> 8.612665</td><td> 9.154906</td><td> 7.999982</td><td>11.195790</td><td> 9.392229</td><td>11.099602</td><td> 9.454239</td><td> 8.904484</td><td> 9.464121</td></tr>\n",
+ "\t<tr><th scope=row>...</th><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td></td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN23</th><td>3.199741</td><td> 3.199741</td><td>3.121723</td><td>3.227038</td><td>3.194199</td><td>3.251840</td><td>3.196633</td><td>3.159831</td><td>3.091098</td><td>3.136453</td><td>...</td><td>3.142247</td><td>3.336370</td><td>3.386130</td><td>3.038206</td><td> 3.311563</td><td>3.260079</td><td> 3.183908</td><td>3.201331</td><td>3.146386</td><td>3.231355</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN25</th><td>6.250361</td><td> 6.435434</td><td>6.376971</td><td>6.315956</td><td>6.616638</td><td>6.454525</td><td>6.476860</td><td>5.558148</td><td>5.949517</td><td>6.306659</td><td>...</td><td>5.883532</td><td>6.483015</td><td>6.675298</td><td>6.078541</td><td> 6.706457</td><td>6.127540</td><td> 6.383794</td><td>6.051888</td><td>6.407161</td><td>6.200612</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN26</th><td>7.940282</td><td> 7.475320</td><td>7.749370</td><td>6.991254</td><td>7.378298</td><td>6.572838</td><td>7.285854</td><td>7.308960</td><td>6.999520</td><td>6.958512</td><td>...</td><td>7.046733</td><td>6.620292</td><td>7.225109</td><td>7.081733</td><td> 7.672952</td><td>7.051281</td><td> 7.530652</td><td>7.208643</td><td>7.337152</td><td>6.941345</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN29</th><td>7.479940</td><td> 6.935852</td><td>7.319632</td><td>7.231962</td><td>7.321726</td><td>7.710988</td><td>7.438547</td><td>6.889805</td><td>7.209744</td><td>6.845596</td><td>...</td><td>6.833227</td><td>7.437456</td><td>7.094176</td><td>7.464834</td><td> 7.156085</td><td>6.734462</td><td> 7.661313</td><td>7.334187</td><td>6.837380</td><td>6.996262</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN30</th><td>7.600206</td><td> 7.344207</td><td>7.535697</td><td>7.326033</td><td>7.228941</td><td>6.826324</td><td>6.959821</td><td>6.888474</td><td>7.021952</td><td>7.167485</td><td>...</td><td>6.969267</td><td>7.229835</td><td>7.166496</td><td>7.166496</td><td> 7.609624</td><td>6.857509</td><td> 7.480714</td><td>7.132777</td><td>7.057318</td><td>7.166496</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN31</th><td>6.847958</td><td> 7.070561</td><td>6.964819</td><td>7.783712</td><td>7.167121</td><td>7.067735</td><td>8.048066</td><td>7.728624</td><td>7.169705</td><td>7.198808</td><td>...</td><td>7.226518</td><td>6.844157</td><td>6.665145</td><td>7.139850</td><td> 7.171039</td><td>7.221009</td><td> 7.486754</td><td>7.427672</td><td>7.581492</td><td>6.904099</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN32</th><td>7.846250</td><td> 7.909501</td><td>7.746586</td><td>7.644244</td><td>7.666471</td><td>7.847087</td><td>7.702532</td><td>7.223371</td><td>7.389134</td><td>7.532079</td><td>...</td><td>7.018710</td><td>7.603674</td><td>7.795436</td><td>7.501162</td><td> 8.086763</td><td>7.565455</td><td> 8.096539</td><td>7.471607</td><td>7.529237</td><td>7.522139</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN4</th><td>3.402861</td><td> 3.622573</td><td>3.648335</td><td>3.371048</td><td>3.490364</td><td>3.381511</td><td>3.291837</td><td>3.412651</td><td>3.586570</td><td>3.207225</td><td>...</td><td>3.238818</td><td>3.255924</td><td>3.795836</td><td>3.188029</td><td> 3.265767</td><td>3.391948</td><td> 3.387413</td><td>3.402861</td><td>3.600451</td><td>3.385749</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN5A</th><td>6.083614</td><td> 5.932631</td><td>6.263221</td><td>6.158142</td><td>6.538515</td><td>6.456285</td><td>6.148946</td><td>5.710112</td><td>5.972602</td><td>6.281396</td><td>...</td><td>6.003897</td><td>6.351425</td><td>6.479635</td><td>5.914714</td><td> 5.812066</td><td>5.924787</td><td> 6.122436</td><td>5.753054</td><td>5.935657</td><td>6.067586</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN5A-AS1</th><td>3.909486</td><td> 3.698342</td><td>3.896219</td><td>4.088790</td><td>3.980744</td><td>3.948434</td><td>3.933612</td><td>3.898512</td><td>3.920508</td><td>3.842323</td><td>...</td><td>3.872679</td><td>3.581085</td><td>3.823706</td><td>4.039102</td><td> 4.100178</td><td>4.044240</td><td> 3.674506</td><td>3.843817</td><td>3.952396</td><td>3.747088</td></tr>\n",
+ "\t<tr><th scope=row>ZSCAN9</th><td>5.525605</td><td> 5.583303</td><td>5.195300</td><td>5.439449</td><td>5.257319</td><td>5.218523</td><td>5.475873</td><td>5.336915</td><td>5.318813</td><td>5.333589</td><td>...</td><td>4.946142</td><td>4.964066</td><td>5.130515</td><td>5.289658</td><td> 5.910066</td><td>5.185209</td><td> 5.516115</td><td>5.348104</td><td>5.246839</td><td>5.410583</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM1</th><td>7.949111</td><td> 7.742150</td><td>7.899407</td><td>7.817575</td><td>7.907426</td><td>7.818025</td><td>7.884122</td><td>7.559377</td><td>7.945689</td><td>7.700010</td><td>...</td><td>7.733184</td><td>7.843434</td><td>8.081928</td><td>7.867805</td><td> 7.612775</td><td>7.591316</td><td> 7.575989</td><td>7.760918</td><td>7.746171</td><td>7.640036</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM2</th><td>2.967328</td><td> 3.124250</td><td>3.151328</td><td>3.109947</td><td>3.218620</td><td>3.275645</td><td>3.429652</td><td>3.104452</td><td>3.112628</td><td>2.976702</td><td>...</td><td>3.109947</td><td>3.136453</td><td>3.212808</td><td>3.192173</td><td> 3.030090</td><td>3.082422</td><td> 3.022550</td><td>3.104009</td><td>2.949070</td><td>3.270103</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM3</th><td>6.742269</td><td> 7.024032</td><td>6.899933</td><td>7.020320</td><td>7.097199</td><td>6.788293</td><td>6.770751</td><td>6.729924</td><td>6.822269</td><td>6.838381</td><td>...</td><td>6.816686</td><td>6.909995</td><td>7.147720</td><td>6.809176</td><td> 6.619993</td><td>6.746679</td><td> 6.729221</td><td>6.783312</td><td>7.099124</td><td>6.838381</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM5</th><td>7.639787</td><td> 7.501874</td><td>7.415938</td><td>7.394310</td><td>7.153674</td><td>7.411413</td><td>7.499564</td><td>7.234186</td><td>7.425449</td><td>7.265663</td><td>...</td><td>7.130817</td><td>7.514114</td><td>7.532158</td><td>7.596063</td><td> 7.609677</td><td>7.478675</td><td> 7.182700</td><td>7.326481</td><td>7.531008</td><td>7.460208</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM6</th><td>9.939892</td><td>10.000556</td><td>9.409903</td><td>9.901621</td><td>9.580405</td><td>9.976033</td><td>9.710503</td><td>9.561646</td><td>9.632100</td><td>9.370709</td><td>...</td><td>9.553541</td><td>9.836286</td><td>9.652378</td><td>9.992764</td><td>10.271927</td><td>9.918371</td><td>10.580333</td><td>9.875722</td><td>9.214551</td><td>9.196119</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM7</th><td>7.751726</td><td> 5.899633</td><td>7.143590</td><td>6.812706</td><td>6.915537</td><td>7.368805</td><td>7.494952</td><td>7.041152</td><td>6.353000</td><td>7.108073</td><td>...</td><td>6.906122</td><td>6.966404</td><td>7.527723</td><td>6.876405</td><td> 7.423930</td><td>6.769222</td><td> 7.162255</td><td>7.148593</td><td>7.106903</td><td>7.305811</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM8</th><td>5.803377</td><td> 5.851839</td><td>5.980962</td><td>6.020280</td><td>5.692661</td><td>6.491155</td><td>6.944787</td><td>5.710112</td><td>6.101297</td><td>6.054132</td><td>...</td><td>6.003461</td><td>6.024672</td><td>6.281585</td><td>5.988476</td><td> 6.022633</td><td>6.022633</td><td> 5.710812</td><td>6.447684</td><td>5.855048</td><td>5.977539</td></tr>\n",
+ "\t<tr><th scope=row>ZSWIM9</th><td>7.421328</td><td> 7.309810</td><td>7.774200</td><td>7.538855</td><td>6.895781</td><td>8.085814</td><td>8.231883</td><td>7.332572</td><td>7.739870</td><td>7.559992</td><td>...</td><td>7.607867</td><td>7.764217</td><td>7.682392</td><td>7.592298</td><td> 7.255209</td><td>7.534537</td><td> 7.230919</td><td>7.648266</td><td>7.480148</td><td>7.484119</td></tr>\n",
+ "\t<tr><th scope=row>ZUP1</th><td>6.765563</td><td> 6.957004</td><td>7.164376</td><td>6.927919</td><td>7.466029</td><td>6.797921</td><td>6.512822</td><td>7.252949</td><td>6.980356</td><td>6.989788</td><td>...</td><td>7.101513</td><td>6.785380</td><td>6.606286</td><td>6.895661</td><td> 6.957004</td><td>6.880944</td><td> 7.434483</td><td>6.863170</td><td>7.109914</td><td>6.967503</td></tr>\n",
+ "\t<tr><th scope=row>ZW10</th><td>7.133824</td><td> 7.203466</td><td>7.014177</td><td>6.982698</td><td>7.280296</td><td>6.886194</td><td>6.808033</td><td>6.768584</td><td>7.194065</td><td>7.329752</td><td>...</td><td>7.185494</td><td>6.976970</td><td>6.884463</td><td>6.871101</td><td> 7.688593</td><td>7.096756</td><td> 7.231129</td><td>7.076369</td><td>7.364292</td><td>7.303738</td></tr>\n",
+ "\t<tr><th scope=row>ZWILCH</th><td>5.240396</td><td> 5.341749</td><td>5.532942</td><td>5.025319</td><td>5.965352</td><td>5.158219</td><td>4.612844</td><td>5.255974</td><td>5.691886</td><td>6.022633</td><td>...</td><td>6.109231</td><td>5.039536</td><td>4.902581</td><td>4.903210</td><td> 5.445425</td><td>5.344416</td><td> 5.543285</td><td>5.092664</td><td>6.262775</td><td>6.077524</td></tr>\n",
+ "\t<tr><th scope=row>ZWINT</th><td>6.768497</td><td> 7.281932</td><td>7.322624</td><td>6.396535</td><td>7.283911</td><td>6.560371</td><td>5.598903</td><td>6.538515</td><td>6.494239</td><td>6.648036</td><td>...</td><td>6.728861</td><td>6.263785</td><td>6.296770</td><td>6.317377</td><td> 7.067840</td><td>6.698251</td><td> 6.829920</td><td>6.601264</td><td>6.943232</td><td>6.525293</td></tr>\n",
+ "\t<tr><th scope=row>ZXDA</th><td>6.044884</td><td> 6.234170</td><td>6.474266</td><td>6.059113</td><td>6.153997</td><td>5.479325</td><td>6.005482</td><td>5.655311</td><td>5.918421</td><td>5.557230</td><td>...</td><td>5.159925</td><td>5.615202</td><td>5.861752</td><td>5.705740</td><td> 6.191684</td><td>5.575933</td><td> 6.140988</td><td>5.776211</td><td>5.905862</td><td>5.664658</td></tr>\n",
+ "\t<tr><th scope=row>ZXDB</th><td>6.272985</td><td> 6.592185</td><td>7.034104</td><td>6.741505</td><td>6.998420</td><td>6.415183</td><td>5.799313</td><td>6.592185</td><td>6.838381</td><td>6.458138</td><td>...</td><td>6.551742</td><td>6.330846</td><td>6.443835</td><td>6.823765</td><td> 6.608122</td><td>6.719435</td><td> 7.106164</td><td>6.592185</td><td>6.753856</td><td>6.581902</td></tr>\n",
+ "\t<tr><th scope=row>ZXDC</th><td>7.111151</td><td> 7.016501</td><td>7.309052</td><td>6.932323</td><td>6.830365</td><td>7.281932</td><td>6.929413</td><td>6.234943</td><td>6.667134</td><td>6.802326</td><td>...</td><td>6.579402</td><td>6.824148</td><td>7.079300</td><td>6.689427</td><td> 7.306438</td><td>6.506272</td><td> 7.578248</td><td>6.879152</td><td>6.913739</td><td>6.679034</td></tr>\n",
+ "\t<tr><th scope=row>ZYG11A</th><td>5.232249</td><td> 5.365235</td><td>5.308019</td><td>5.250898</td><td>5.335680</td><td>5.426472</td><td>5.382704</td><td>5.104962</td><td>5.517993</td><td>5.335767</td><td>...</td><td>5.481580</td><td>5.500762</td><td>5.391060</td><td>5.279286</td><td> 5.310956</td><td>5.027772</td><td> 4.950274</td><td>5.111942</td><td>5.220256</td><td>5.299239</td></tr>\n",
+ "\t<tr><th scope=row>ZYG11B</th><td>6.730424</td><td> 7.219228</td><td>6.431596</td><td>7.695187</td><td>7.487052</td><td>6.273348</td><td>7.419599</td><td>7.464194</td><td>8.070276</td><td>8.317744</td><td>...</td><td>8.312155</td><td>7.509729</td><td>7.337697</td><td>8.252282</td><td> 7.231209</td><td>7.470370</td><td> 7.217170</td><td>8.314922</td><td>7.892701</td><td>8.185472</td></tr>\n",
+ "\t<tr><th scope=row>ZZEF1</th><td>8.120702</td><td> 8.167427</td><td>8.535162</td><td>8.098990</td><td>8.337401</td><td>8.174365</td><td>7.700096</td><td>8.054082</td><td>8.138822</td><td>8.133361</td><td>...</td><td>8.013656</td><td>8.138008</td><td>7.986931</td><td>7.788641</td><td> 8.172119</td><td>8.251825</td><td> 8.499680</td><td>7.698604</td><td>8.194552</td><td>8.159556</td></tr>\n",
+ "\t<tr><th scope=row>ZZZ3</th><td>8.177778</td><td> 8.095711</td><td>7.877595</td><td>8.065969</td><td>7.924424</td><td>7.625581</td><td>7.763806</td><td>7.820191</td><td>8.060748</td><td>7.582867</td><td>...</td><td>7.437419</td><td>7.884578</td><td>7.715052</td><td>8.168349</td><td> 8.312459</td><td>7.539194</td><td> 8.521929</td><td>8.185983</td><td>7.716461</td><td>7.807617</td></tr>\n",
+ "</tbody>\n",
+ "</table>\n"
+ ],
+ "text/latex": [
+ "A matrix: 18166 x 21 of type dbl\n",
+ "\\begin{tabular}{r|lllllllllllllllllllll}\n",
+ " & GSM1176255 & GSM1176256 & GSM1176257 & GSM1176258 & GSM1176259 & GSM1176260 & GSM1176261 & GSM1176262 & GSM1176263 & GSM1176264 & ... & GSM1176266 & GSM1176267 & GSM1176268 & GSM1176269 & GSM1176270 & GSM1176271 & GSM1176272 & GSM1176273 & GSM1176274 & GSM1176275\\\\\n",
+ "\\hline\n",
+ "\tA1BG-AS1 & 5.352710 & 5.310486 & 5.665272 & 5.630609 & 5.264279 & 6.131864 & 5.640623 & 5.386624 & 5.831295 & 5.812792 & ... & 6.039418 & 5.740408 & 5.931576 & 5.650132 & 5.382606 & 5.616595 & 5.610657 & 6.022755 & 5.668250 & 5.704254\\\\\n",
+ "\tA1CF & 4.795585 & 4.807935 & 4.929803 & 4.713392 & 5.045673 & 5.218089 & 5.004081 & 4.824109 & 4.872692 & 5.049890 & ... & 5.049183 & 5.132549 & 5.281722 & 4.879358 & 4.817109 & 5.047605 & 4.798238 & 4.839832 & 4.754876 & 4.936728\\\\\n",
+ "\tA2M & 11.479278 & 10.497342 & 9.785809 & 9.171326 & 9.980392 & 10.758403 & 10.372794 & 10.006030 & 9.726066 & 9.957200 & ... & 8.939033 & 10.159872 & 10.763805 & 9.681134 & 9.806814 & 10.106565 & 10.083203 & 9.714768 & 10.150955 & 10.350177\\\\\n",
+ "\tA2M-AS1 & 6.935550 & 6.793257 & 7.156812 & 6.634913 & 6.363635 & 6.791488 & 6.430080 & 6.666250 & 6.438420 & 6.304728 & ... & 6.483574 & 6.571557 & 6.923461 & 7.068161 & 6.707183 & 6.273774 & 6.898648 & 6.680282 & 6.545151 & 6.151864\\\\\n",
+ "\tA2ML1 & 6.208239 & 5.584823 & 5.505287 & 5.965894 & 5.096385 & 5.532229 & 6.429772 & 5.652996 & 6.438971 & 6.039918 & ... & 5.843701 & 6.051888 & 6.080001 & 6.239739 & 5.528324 & 5.895021 & 5.259980 & 5.683725 & 5.660833 & 5.292557\\\\\n",
+ "\tA4GALT & 7.229002 & 7.180768 & 7.513902 & 7.566443 & 7.054660 & 7.864845 & 8.192700 & 7.468595 & 7.476169 & 7.501033 & ... & 7.511111 & 7.598446 & 7.767497 & 7.430703 & 6.984409 & 7.495127 & 7.083588 & 7.628321 & 7.407607 & 7.481420\\\\\n",
+ "\tA4GNT & 5.035228 & 4.785097 & 4.952519 & 5.218072 & 4.968186 & 4.821987 & 5.433437 & 4.969099 & 5.185253 & 4.876602 & ... & 4.875989 & 4.821987 & 5.320533 & 5.354527 & 5.054591 & 5.054017 & 4.906461 & 5.025499 & 4.810721 & 4.994511\\\\\n",
+ "\tAACS & 8.201470 & 8.980021 & 9.070221 & 8.918858 & 9.142708 & 8.984893 & 8.088342 & 8.644050 & 9.266125 & 9.146684 & ... & 9.129085 & 9.231949 & 8.418083 & 9.220410 & 8.549966 & 8.987171 & 8.794645 & 8.844288 & 9.085818 & 9.181233\\\\\n",
+ "\tAACSP1 & 3.548233 & 4.331883 & 4.102467 & 3.833781 & 3.879744 & 3.755773 & 4.187236 & 3.996955 & 3.957779 & 3.838220 & ... & 3.747050 & 3.936461 & 3.957003 & 3.901644 & 3.782266 & 3.679628 & 3.981167 & 3.966902 & 3.769766 & 3.985293\\\\\n",
+ "\tAADAC & 4.867412 & 4.970419 & 5.128967 & 5.066386 & 5.069592 & 5.092934 & 5.079824 & 5.123239 & 5.091224 & 5.250258 & ... & 4.915415 & 5.118931 & 5.222093 & 5.210532 & 5.184718 & 5.069592 & 4.789107 & 5.065328 & 5.047868 & 5.154316\\\\\n",
+ "\tAADAT & 6.872976 & 7.440623 & 7.586675 & 6.965607 & 7.262888 & 7.111646 & 6.729255 & 7.115992 & 6.908567 & 7.028483 & ... & 7.101008 & 7.160222 & 6.943145 & 7.160222 & 7.519034 & 6.951425 & 7.650060 & 7.103773 & 7.304019 & 6.989930\\\\\n",
+ "\tAAGAB & 7.130276 & 7.078394 & 7.025149 & 6.891299 & 6.964322 & 6.782035 & 6.580391 & 6.867517 & 7.326018 & 7.540941 & ... & 7.342288 & 6.832960 & 6.652421 & 7.063244 & 7.029780 & 7.094582 & 5.843337 & 6.882988 & 7.618091 & 7.101377\\\\\n",
+ "\tAAK1 & 6.878053 & 8.110100 & 8.808601 & 7.885628 & 8.843792 & 7.603272 & 6.787050 & 7.640654 & 8.601228 & 8.836744 & ... & 8.512053 & 8.235025 & 7.266030 & 8.613002 & 8.025170 & 8.865122 & 8.047384 & 8.233787 & 9.142343 & 9.020943\\\\\n",
+ "\tAAMDC & 7.797431 & 6.869771 & 7.272886 & 7.200384 & 7.180039 & 7.386617 & 7.296426 & 7.291830 & 7.084344 & 7.085506 & ... & 7.251738 & 6.975882 & 7.421897 & 7.029575 & 7.710682 & 6.927991 & 7.736302 & 7.357308 & 6.902398 & 7.016611\\\\\n",
+ "\tAAMP & 8.784029 & 8.542925 & 8.788936 & 8.475695 & 8.815060 & 8.466660 & 8.663665 & 8.661131 & 8.619995 & 8.952774 & ... & 8.793182 & 8.371337 & 8.346435 & 8.294783 & 8.889969 & 8.680207 & 8.887860 & 8.321668 & 9.116928 & 8.762322\\\\\n",
+ "\tAANAT & 3.863903 & 4.346829 & 4.133816 & 3.959366 & 4.065144 & 4.288956 & 4.171600 & 3.852393 & 3.922564 & 4.137867 & ... & 4.312099 & 4.210694 & 4.129817 & 3.947461 & 4.337245 & 4.133816 & 4.056243 & 4.015712 & 4.085390 & 4.118834\\\\\n",
+ "\tAAR2 & 7.972548 & 7.794187 & 7.987219 & 7.949047 & 7.736807 & 7.838738 & 7.826099 & 7.722029 & 7.687871 & 7.757003 & ... & 7.669757 & 7.878265 & 7.734023 & 7.842816 & 8.071806 & 7.417583 & 8.091202 & 7.599732 & 8.001770 & 7.806474\\\\\n",
+ "\tAARS1 & 10.479690 & 10.432092 & 10.417579 & 10.322909 & 10.729068 & 10.545232 & 10.266697 & 10.446471 & 10.360088 & 10.731985 & ... & 10.633029 & 10.288472 & 10.285859 & 10.474160 & 10.596143 & 10.617278 & 10.956661 & 10.439639 & 10.980116 & 10.713152\\\\\n",
+ "\tAARS2 & 7.626195 & 7.878897 & 7.976353 & 7.697946 & 7.689406 & 7.845849 & 7.625383 & 7.460262 & 7.584747 & 7.533378 & ... & 7.561384 & 7.574470 & 7.894660 & 7.473550 & 7.639636 & 7.376617 & 7.650404 & 7.604732 & 7.709588 & 7.547223\\\\\n",
+ "\tAASDH & 8.310263 & 8.108231 & 8.250010 & 8.406444 & 7.933456 & 7.352683 & 7.916343 & 8.553360 & 8.288538 & 8.368637 & ... & 8.489828 & 8.063037 & 8.190560 & 8.260908 & 7.771576 & 8.079380 & 7.698635 & 8.459084 & 8.263091 & 7.497972\\\\\n",
+ "\tAASDHPPT & 8.124437 & 8.851917 & 8.552943 & 8.973230 & 9.231009 & 8.216023 & 7.876563 & 8.665634 & 9.779260 & 9.762024 & ... & 9.672192 & 8.798504 & 8.294225 & 8.993137 & 9.104552 & 9.047525 & 8.950250 & 8.974705 & 9.889588 & 9.268361\\\\\n",
+ "\tAASS & 7.245229 & 7.025075 & 6.572515 & 6.681910 & 6.480812 & 6.084467 & 7.230910 & 7.064489 & 6.039863 & 6.780253 & ... & 6.780253 & 5.879743 & 6.596458 & 6.703844 & 7.595345 & 6.787972 & 7.675935 & 6.780253 & 6.780253 & 6.460387\\\\\n",
+ "\tAATBC & 4.268163 & 4.204853 & 4.194662 & 4.123555 & 3.917634 & 4.247628 & 4.298790 & 3.949999 & 4.125741 & 4.125903 & ... & 4.084403 & 4.266832 & 4.533765 & 3.891895 & 4.380649 & 3.994687 & 3.849680 & 4.215241 & 4.104258 & 4.106699\\\\\n",
+ "\tAATK & 7.182520 & 6.809297 & 6.841369 & 5.735864 & 6.023089 & 6.826324 & 6.007516 & 5.364520 & 5.483834 & 5.483601 & ... & 5.374082 & 6.004154 & 6.155436 & 5.255921 & 6.362812 & 5.820448 & 7.195941 & 5.831279 & 5.005930 & 6.207210\\\\\n",
+ "\tABAT & 9.011646 & 8.346857 & 6.910624 & 8.120092 & 7.649525 & 6.673519 & 8.605274 & 8.992588 & 8.183827 & 8.654687 & ... & 8.615950 & 7.683251 & 7.816261 & 7.532742 & 7.696437 & 8.444637 & 6.987315 & 8.278001 & 8.461997 & 8.747737\\\\\n",
+ "\tABCA1 & 8.660904 & 6.962448 & 7.219826 & 6.753696 & 6.759389 & 6.234833 & 7.779428 & 7.337783 & 7.183990 & 6.458844 & ... & 5.917207 & 6.803134 & 7.178548 & 7.024548 & 7.244482 & 6.557603 & 7.200149 & 6.640673 & 6.667382 & 6.498045\\\\\n",
+ "\tABCA12 & 3.312110 & 3.045365 & 3.172266 & 3.171774 & 3.024929 & 3.025347 & 3.089437 & 3.239580 & 3.259477 & 3.192086 & ... & 2.960342 & 3.023154 & 3.222052 & 3.052671 & 3.104452 & 3.086559 & 3.033578 & 3.144300 & 3.104452 & 3.074711\\\\\n",
+ "\tABCA13 & 2.980436 & 2.920541 & 2.830552 & 2.861145 & 2.868411 & 3.212728 & 2.852709 & 2.862569 & 2.861145 & 3.024587 & ... & 2.865514 & 2.933172 & 2.978712 & 2.893349 & 2.767334 & 2.811774 & 2.711867 & 2.913963 & 2.792902 & 2.680530\\\\\n",
+ "\tABCA17P & 6.296941 & 6.249987 & 7.076512 & 6.102720 & 6.467738 & 6.167985 & 6.390769 & 6.143856 & 6.211597 & 6.129382 & ... & 6.552807 & 5.876977 & 6.227943 & 6.294908 & 6.820506 & 6.284706 & 6.719113 & 6.481484 & 6.596028 & 6.229354\\\\\n",
+ "\tABCA2 & 9.720611 & 9.685208 & 9.263451 & 9.546373 & 9.426914 & 10.039233 & 8.770538 & 9.085378 & 8.513676 & 9.328878 & ... & 9.868501 & 8.612665 & 9.154906 & 7.999982 & 11.195790 & 9.392229 & 11.099602 & 9.454239 & 8.904484 & 9.464121\\\\\n",
+ "\t... & ... & ... & ... & ... & ... & ... & ... & ... & ... & ... & & ... & ... & ... & ... & ... & ... & ... & ... & ... & ...\\\\\n",
+ "\tZSCAN23 & 3.199741 & 3.199741 & 3.121723 & 3.227038 & 3.194199 & 3.251840 & 3.196633 & 3.159831 & 3.091098 & 3.136453 & ... & 3.142247 & 3.336370 & 3.386130 & 3.038206 & 3.311563 & 3.260079 & 3.183908 & 3.201331 & 3.146386 & 3.231355\\\\\n",
+ "\tZSCAN25 & 6.250361 & 6.435434 & 6.376971 & 6.315956 & 6.616638 & 6.454525 & 6.476860 & 5.558148 & 5.949517 & 6.306659 & ... & 5.883532 & 6.483015 & 6.675298 & 6.078541 & 6.706457 & 6.127540 & 6.383794 & 6.051888 & 6.407161 & 6.200612\\\\\n",
+ "\tZSCAN26 & 7.940282 & 7.475320 & 7.749370 & 6.991254 & 7.378298 & 6.572838 & 7.285854 & 7.308960 & 6.999520 & 6.958512 & ... & 7.046733 & 6.620292 & 7.225109 & 7.081733 & 7.672952 & 7.051281 & 7.530652 & 7.208643 & 7.337152 & 6.941345\\\\\n",
+ "\tZSCAN29 & 7.479940 & 6.935852 & 7.319632 & 7.231962 & 7.321726 & 7.710988 & 7.438547 & 6.889805 & 7.209744 & 6.845596 & ... & 6.833227 & 7.437456 & 7.094176 & 7.464834 & 7.156085 & 6.734462 & 7.661313 & 7.334187 & 6.837380 & 6.996262\\\\\n",
+ "\tZSCAN30 & 7.600206 & 7.344207 & 7.535697 & 7.326033 & 7.228941 & 6.826324 & 6.959821 & 6.888474 & 7.021952 & 7.167485 & ... & 6.969267 & 7.229835 & 7.166496 & 7.166496 & 7.609624 & 6.857509 & 7.480714 & 7.132777 & 7.057318 & 7.166496\\\\\n",
+ "\tZSCAN31 & 6.847958 & 7.070561 & 6.964819 & 7.783712 & 7.167121 & 7.067735 & 8.048066 & 7.728624 & 7.169705 & 7.198808 & ... & 7.226518 & 6.844157 & 6.665145 & 7.139850 & 7.171039 & 7.221009 & 7.486754 & 7.427672 & 7.581492 & 6.904099\\\\\n",
+ "\tZSCAN32 & 7.846250 & 7.909501 & 7.746586 & 7.644244 & 7.666471 & 7.847087 & 7.702532 & 7.223371 & 7.389134 & 7.532079 & ... & 7.018710 & 7.603674 & 7.795436 & 7.501162 & 8.086763 & 7.565455 & 8.096539 & 7.471607 & 7.529237 & 7.522139\\\\\n",
+ "\tZSCAN4 & 3.402861 & 3.622573 & 3.648335 & 3.371048 & 3.490364 & 3.381511 & 3.291837 & 3.412651 & 3.586570 & 3.207225 & ... & 3.238818 & 3.255924 & 3.795836 & 3.188029 & 3.265767 & 3.391948 & 3.387413 & 3.402861 & 3.600451 & 3.385749\\\\\n",
+ "\tZSCAN5A & 6.083614 & 5.932631 & 6.263221 & 6.158142 & 6.538515 & 6.456285 & 6.148946 & 5.710112 & 5.972602 & 6.281396 & ... & 6.003897 & 6.351425 & 6.479635 & 5.914714 & 5.812066 & 5.924787 & 6.122436 & 5.753054 & 5.935657 & 6.067586\\\\\n",
+ "\tZSCAN5A-AS1 & 3.909486 & 3.698342 & 3.896219 & 4.088790 & 3.980744 & 3.948434 & 3.933612 & 3.898512 & 3.920508 & 3.842323 & ... & 3.872679 & 3.581085 & 3.823706 & 4.039102 & 4.100178 & 4.044240 & 3.674506 & 3.843817 & 3.952396 & 3.747088\\\\\n",
+ "\tZSCAN9 & 5.525605 & 5.583303 & 5.195300 & 5.439449 & 5.257319 & 5.218523 & 5.475873 & 5.336915 & 5.318813 & 5.333589 & ... & 4.946142 & 4.964066 & 5.130515 & 5.289658 & 5.910066 & 5.185209 & 5.516115 & 5.348104 & 5.246839 & 5.410583\\\\\n",
+ "\tZSWIM1 & 7.949111 & 7.742150 & 7.899407 & 7.817575 & 7.907426 & 7.818025 & 7.884122 & 7.559377 & 7.945689 & 7.700010 & ... & 7.733184 & 7.843434 & 8.081928 & 7.867805 & 7.612775 & 7.591316 & 7.575989 & 7.760918 & 7.746171 & 7.640036\\\\\n",
+ "\tZSWIM2 & 2.967328 & 3.124250 & 3.151328 & 3.109947 & 3.218620 & 3.275645 & 3.429652 & 3.104452 & 3.112628 & 2.976702 & ... & 3.109947 & 3.136453 & 3.212808 & 3.192173 & 3.030090 & 3.082422 & 3.022550 & 3.104009 & 2.949070 & 3.270103\\\\\n",
+ "\tZSWIM3 & 6.742269 & 7.024032 & 6.899933 & 7.020320 & 7.097199 & 6.788293 & 6.770751 & 6.729924 & 6.822269 & 6.838381 & ... & 6.816686 & 6.909995 & 7.147720 & 6.809176 & 6.619993 & 6.746679 & 6.729221 & 6.783312 & 7.099124 & 6.838381\\\\\n",
+ "\tZSWIM5 & 7.639787 & 7.501874 & 7.415938 & 7.394310 & 7.153674 & 7.411413 & 7.499564 & 7.234186 & 7.425449 & 7.265663 & ... & 7.130817 & 7.514114 & 7.532158 & 7.596063 & 7.609677 & 7.478675 & 7.182700 & 7.326481 & 7.531008 & 7.460208\\\\\n",
+ "\tZSWIM6 & 9.939892 & 10.000556 & 9.409903 & 9.901621 & 9.580405 & 9.976033 & 9.710503 & 9.561646 & 9.632100 & 9.370709 & ... & 9.553541 & 9.836286 & 9.652378 & 9.992764 & 10.271927 & 9.918371 & 10.580333 & 9.875722 & 9.214551 & 9.196119\\\\\n",
+ "\tZSWIM7 & 7.751726 & 5.899633 & 7.143590 & 6.812706 & 6.915537 & 7.368805 & 7.494952 & 7.041152 & 6.353000 & 7.108073 & ... & 6.906122 & 6.966404 & 7.527723 & 6.876405 & 7.423930 & 6.769222 & 7.162255 & 7.148593 & 7.106903 & 7.305811\\\\\n",
+ "\tZSWIM8 & 5.803377 & 5.851839 & 5.980962 & 6.020280 & 5.692661 & 6.491155 & 6.944787 & 5.710112 & 6.101297 & 6.054132 & ... & 6.003461 & 6.024672 & 6.281585 & 5.988476 & 6.022633 & 6.022633 & 5.710812 & 6.447684 & 5.855048 & 5.977539\\\\\n",
+ "\tZSWIM9 & 7.421328 & 7.309810 & 7.774200 & 7.538855 & 6.895781 & 8.085814 & 8.231883 & 7.332572 & 7.739870 & 7.559992 & ... & 7.607867 & 7.764217 & 7.682392 & 7.592298 & 7.255209 & 7.534537 & 7.230919 & 7.648266 & 7.480148 & 7.484119\\\\\n",
+ "\tZUP1 & 6.765563 & 6.957004 & 7.164376 & 6.927919 & 7.466029 & 6.797921 & 6.512822 & 7.252949 & 6.980356 & 6.989788 & ... & 7.101513 & 6.785380 & 6.606286 & 6.895661 & 6.957004 & 6.880944 & 7.434483 & 6.863170 & 7.109914 & 6.967503\\\\\n",
+ "\tZW10 & 7.133824 & 7.203466 & 7.014177 & 6.982698 & 7.280296 & 6.886194 & 6.808033 & 6.768584 & 7.194065 & 7.329752 & ... & 7.185494 & 6.976970 & 6.884463 & 6.871101 & 7.688593 & 7.096756 & 7.231129 & 7.076369 & 7.364292 & 7.303738\\\\\n",
+ "\tZWILCH & 5.240396 & 5.341749 & 5.532942 & 5.025319 & 5.965352 & 5.158219 & 4.612844 & 5.255974 & 5.691886 & 6.022633 & ... & 6.109231 & 5.039536 & 4.902581 & 4.903210 & 5.445425 & 5.344416 & 5.543285 & 5.092664 & 6.262775 & 6.077524\\\\\n",
+ "\tZWINT & 6.768497 & 7.281932 & 7.322624 & 6.396535 & 7.283911 & 6.560371 & 5.598903 & 6.538515 & 6.494239 & 6.648036 & ... & 6.728861 & 6.263785 & 6.296770 & 6.317377 & 7.067840 & 6.698251 & 6.829920 & 6.601264 & 6.943232 & 6.525293\\\\\n",
+ "\tZXDA & 6.044884 & 6.234170 & 6.474266 & 6.059113 & 6.153997 & 5.479325 & 6.005482 & 5.655311 & 5.918421 & 5.557230 & ... & 5.159925 & 5.615202 & 5.861752 & 5.705740 & 6.191684 & 5.575933 & 6.140988 & 5.776211 & 5.905862 & 5.664658\\\\\n",
+ "\tZXDB & 6.272985 & 6.592185 & 7.034104 & 6.741505 & 6.998420 & 6.415183 & 5.799313 & 6.592185 & 6.838381 & 6.458138 & ... & 6.551742 & 6.330846 & 6.443835 & 6.823765 & 6.608122 & 6.719435 & 7.106164 & 6.592185 & 6.753856 & 6.581902\\\\\n",
+ "\tZXDC & 7.111151 & 7.016501 & 7.309052 & 6.932323 & 6.830365 & 7.281932 & 6.929413 & 6.234943 & 6.667134 & 6.802326 & ... & 6.579402 & 6.824148 & 7.079300 & 6.689427 & 7.306438 & 6.506272 & 7.578248 & 6.879152 & 6.913739 & 6.679034\\\\\n",
+ "\tZYG11A & 5.232249 & 5.365235 & 5.308019 & 5.250898 & 5.335680 & 5.426472 & 5.382704 & 5.104962 & 5.517993 & 5.335767 & ... & 5.481580 & 5.500762 & 5.391060 & 5.279286 & 5.310956 & 5.027772 & 4.950274 & 5.111942 & 5.220256 & 5.299239\\\\\n",
+ "\tZYG11B & 6.730424 & 7.219228 & 6.431596 & 7.695187 & 7.487052 & 6.273348 & 7.419599 & 7.464194 & 8.070276 & 8.317744 & ... & 8.312155 & 7.509729 & 7.337697 & 8.252282 & 7.231209 & 7.470370 & 7.217170 & 8.314922 & 7.892701 & 8.185472\\\\\n",
+ "\tZZEF1 & 8.120702 & 8.167427 & 8.535162 & 8.098990 & 8.337401 & 8.174365 & 7.700096 & 8.054082 & 8.138822 & 8.133361 & ... & 8.013656 & 8.138008 & 7.986931 & 7.788641 & 8.172119 & 8.251825 & 8.499680 & 7.698604 & 8.194552 & 8.159556\\\\\n",
+ "\tZZZ3 & 8.177778 & 8.095711 & 7.877595 & 8.065969 & 7.924424 & 7.625581 & 7.763806 & 7.820191 & 8.060748 & 7.582867 & ... & 7.437419 & 7.884578 & 7.715052 & 8.168349 & 8.312459 & 7.539194 & 8.521929 & 8.185983 & 7.716461 & 7.807617\\\\\n",
+ "\\end{tabular}\n"
+ ],
+ "text/markdown": [
+ "\n",
+ "A matrix: 18166 x 21 of type dbl\n",
+ "\n",
+ "| <!--/--> | GSM1176255 | GSM1176256 | GSM1176257 | GSM1176258 | GSM1176259 | GSM1176260 | GSM1176261 | GSM1176262 | GSM1176263 | GSM1176264 | ... | GSM1176266 | GSM1176267 | GSM1176268 | GSM1176269 | GSM1176270 | GSM1176271 | GSM1176272 | GSM1176273 | GSM1176274 | GSM1176275 |\n",
+ "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
+ "| A1BG-AS1 | 5.352710 | 5.310486 | 5.665272 | 5.630609 | 5.264279 | 6.131864 | 5.640623 | 5.386624 | 5.831295 | 5.812792 | ... | 6.039418 | 5.740408 | 5.931576 | 5.650132 | 5.382606 | 5.616595 | 5.610657 | 6.022755 | 5.668250 | 5.704254 |\n",
+ "| A1CF | 4.795585 | 4.807935 | 4.929803 | 4.713392 | 5.045673 | 5.218089 | 5.004081 | 4.824109 | 4.872692 | 5.049890 | ... | 5.049183 | 5.132549 | 5.281722 | 4.879358 | 4.817109 | 5.047605 | 4.798238 | 4.839832 | 4.754876 | 4.936728 |\n",
+ "| A2M | 11.479278 | 10.497342 | 9.785809 | 9.171326 | 9.980392 | 10.758403 | 10.372794 | 10.006030 | 9.726066 | 9.957200 | ... | 8.939033 | 10.159872 | 10.763805 | 9.681134 | 9.806814 | 10.106565 | 10.083203 | 9.714768 | 10.150955 | 10.350177 |\n",
+ "| A2M-AS1 | 6.935550 | 6.793257 | 7.156812 | 6.634913 | 6.363635 | 6.791488 | 6.430080 | 6.666250 | 6.438420 | 6.304728 | ... | 6.483574 | 6.571557 | 6.923461 | 7.068161 | 6.707183 | 6.273774 | 6.898648 | 6.680282 | 6.545151 | 6.151864 |\n",
+ "| A2ML1 | 6.208239 | 5.584823 | 5.505287 | 5.965894 | 5.096385 | 5.532229 | 6.429772 | 5.652996 | 6.438971 | 6.039918 | ... | 5.843701 | 6.051888 | 6.080001 | 6.239739 | 5.528324 | 5.895021 | 5.259980 | 5.683725 | 5.660833 | 5.292557 |\n",
+ "| A4GALT | 7.229002 | 7.180768 | 7.513902 | 7.566443 | 7.054660 | 7.864845 | 8.192700 | 7.468595 | 7.476169 | 7.501033 | ... | 7.511111 | 7.598446 | 7.767497 | 7.430703 | 6.984409 | 7.495127 | 7.083588 | 7.628321 | 7.407607 | 7.481420 |\n",
+ "| A4GNT | 5.035228 | 4.785097 | 4.952519 | 5.218072 | 4.968186 | 4.821987 | 5.433437 | 4.969099 | 5.185253 | 4.876602 | ... | 4.875989 | 4.821987 | 5.320533 | 5.354527 | 5.054591 | 5.054017 | 4.906461 | 5.025499 | 4.810721 | 4.994511 |\n",
+ "| AACS | 8.201470 | 8.980021 | 9.070221 | 8.918858 | 9.142708 | 8.984893 | 8.088342 | 8.644050 | 9.266125 | 9.146684 | ... | 9.129085 | 9.231949 | 8.418083 | 9.220410 | 8.549966 | 8.987171 | 8.794645 | 8.844288 | 9.085818 | 9.181233 |\n",
+ "| AACSP1 | 3.548233 | 4.331883 | 4.102467 | 3.833781 | 3.879744 | 3.755773 | 4.187236 | 3.996955 | 3.957779 | 3.838220 | ... | 3.747050 | 3.936461 | 3.957003 | 3.901644 | 3.782266 | 3.679628 | 3.981167 | 3.966902 | 3.769766 | 3.985293 |\n",
+ "| AADAC | 4.867412 | 4.970419 | 5.128967 | 5.066386 | 5.069592 | 5.092934 | 5.079824 | 5.123239 | 5.091224 | 5.250258 | ... | 4.915415 | 5.118931 | 5.222093 | 5.210532 | 5.184718 | 5.069592 | 4.789107 | 5.065328 | 5.047868 | 5.154316 |\n",
+ "| AADAT | 6.872976 | 7.440623 | 7.586675 | 6.965607 | 7.262888 | 7.111646 | 6.729255 | 7.115992 | 6.908567 | 7.028483 | ... | 7.101008 | 7.160222 | 6.943145 | 7.160222 | 7.519034 | 6.951425 | 7.650060 | 7.103773 | 7.304019 | 6.989930 |\n",
+ "| AAGAB | 7.130276 | 7.078394 | 7.025149 | 6.891299 | 6.964322 | 6.782035 | 6.580391 | 6.867517 | 7.326018 | 7.540941 | ... | 7.342288 | 6.832960 | 6.652421 | 7.063244 | 7.029780 | 7.094582 | 5.843337 | 6.882988 | 7.618091 | 7.101377 |\n",
+ "| AAK1 | 6.878053 | 8.110100 | 8.808601 | 7.885628 | 8.843792 | 7.603272 | 6.787050 | 7.640654 | 8.601228 | 8.836744 | ... | 8.512053 | 8.235025 | 7.266030 | 8.613002 | 8.025170 | 8.865122 | 8.047384 | 8.233787 | 9.142343 | 9.020943 |\n",
+ "| AAMDC | 7.797431 | 6.869771 | 7.272886 | 7.200384 | 7.180039 | 7.386617 | 7.296426 | 7.291830 | 7.084344 | 7.085506 | ... | 7.251738 | 6.975882 | 7.421897 | 7.029575 | 7.710682 | 6.927991 | 7.736302 | 7.357308 | 6.902398 | 7.016611 |\n",
+ "| AAMP | 8.784029 | 8.542925 | 8.788936 | 8.475695 | 8.815060 | 8.466660 | 8.663665 | 8.661131 | 8.619995 | 8.952774 | ... | 8.793182 | 8.371337 | 8.346435 | 8.294783 | 8.889969 | 8.680207 | 8.887860 | 8.321668 | 9.116928 | 8.762322 |\n",
+ "| AANAT | 3.863903 | 4.346829 | 4.133816 | 3.959366 | 4.065144 | 4.288956 | 4.171600 | 3.852393 | 3.922564 | 4.137867 | ... | 4.312099 | 4.210694 | 4.129817 | 3.947461 | 4.337245 | 4.133816 | 4.056243 | 4.015712 | 4.085390 | 4.118834 |\n",
+ "| AAR2 | 7.972548 | 7.794187 | 7.987219 | 7.949047 | 7.736807 | 7.838738 | 7.826099 | 7.722029 | 7.687871 | 7.757003 | ... | 7.669757 | 7.878265 | 7.734023 | 7.842816 | 8.071806 | 7.417583 | 8.091202 | 7.599732 | 8.001770 | 7.806474 |\n",
+ "| AARS1 | 10.479690 | 10.432092 | 10.417579 | 10.322909 | 10.729068 | 10.545232 | 10.266697 | 10.446471 | 10.360088 | 10.731985 | ... | 10.633029 | 10.288472 | 10.285859 | 10.474160 | 10.596143 | 10.617278 | 10.956661 | 10.439639 | 10.980116 | 10.713152 |\n",
+ "| AARS2 | 7.626195 | 7.878897 | 7.976353 | 7.697946 | 7.689406 | 7.845849 | 7.625383 | 7.460262 | 7.584747 | 7.533378 | ... | 7.561384 | 7.574470 | 7.894660 | 7.473550 | 7.639636 | 7.376617 | 7.650404 | 7.604732 | 7.709588 | 7.547223 |\n",
+ "| AASDH | 8.310263 | 8.108231 | 8.250010 | 8.406444 | 7.933456 | 7.352683 | 7.916343 | 8.553360 | 8.288538 | 8.368637 | ... | 8.489828 | 8.063037 | 8.190560 | 8.260908 | 7.771576 | 8.079380 | 7.698635 | 8.459084 | 8.263091 | 7.497972 |\n",
+ "| AASDHPPT | 8.124437 | 8.851917 | 8.552943 | 8.973230 | 9.231009 | 8.216023 | 7.876563 | 8.665634 | 9.779260 | 9.762024 | ... | 9.672192 | 8.798504 | 8.294225 | 8.993137 | 9.104552 | 9.047525 | 8.950250 | 8.974705 | 9.889588 | 9.268361 |\n",
+ "| AASS | 7.245229 | 7.025075 | 6.572515 | 6.681910 | 6.480812 | 6.084467 | 7.230910 | 7.064489 | 6.039863 | 6.780253 | ... | 6.780253 | 5.879743 | 6.596458 | 6.703844 | 7.595345 | 6.787972 | 7.675935 | 6.780253 | 6.780253 | 6.460387 |\n",
+ "| AATBC | 4.268163 | 4.204853 | 4.194662 | 4.123555 | 3.917634 | 4.247628 | 4.298790 | 3.949999 | 4.125741 | 4.125903 | ... | 4.084403 | 4.266832 | 4.533765 | 3.891895 | 4.380649 | 3.994687 | 3.849680 | 4.215241 | 4.104258 | 4.106699 |\n",
+ "| AATK | 7.182520 | 6.809297 | 6.841369 | 5.735864 | 6.023089 | 6.826324 | 6.007516 | 5.364520 | 5.483834 | 5.483601 | ... | 5.374082 | 6.004154 | 6.155436 | 5.255921 | 6.362812 | 5.820448 | 7.195941 | 5.831279 | 5.005930 | 6.207210 |\n",
+ "| ABAT | 9.011646 | 8.346857 | 6.910624 | 8.120092 | 7.649525 | 6.673519 | 8.605274 | 8.992588 | 8.183827 | 8.654687 | ... | 8.615950 | 7.683251 | 7.816261 | 7.532742 | 7.696437 | 8.444637 | 6.987315 | 8.278001 | 8.461997 | 8.747737 |\n",
+ "| ABCA1 | 8.660904 | 6.962448 | 7.219826 | 6.753696 | 6.759389 | 6.234833 | 7.779428 | 7.337783 | 7.183990 | 6.458844 | ... | 5.917207 | 6.803134 | 7.178548 | 7.024548 | 7.244482 | 6.557603 | 7.200149 | 6.640673 | 6.667382 | 6.498045 |\n",
+ "| ABCA12 | 3.312110 | 3.045365 | 3.172266 | 3.171774 | 3.024929 | 3.025347 | 3.089437 | 3.239580 | 3.259477 | 3.192086 | ... | 2.960342 | 3.023154 | 3.222052 | 3.052671 | 3.104452 | 3.086559 | 3.033578 | 3.144300 | 3.104452 | 3.074711 |\n",
+ "| ABCA13 | 2.980436 | 2.920541 | 2.830552 | 2.861145 | 2.868411 | 3.212728 | 2.852709 | 2.862569 | 2.861145 | 3.024587 | ... | 2.865514 | 2.933172 | 2.978712 | 2.893349 | 2.767334 | 2.811774 | 2.711867 | 2.913963 | 2.792902 | 2.680530 |\n",
+ "| ABCA17P | 6.296941 | 6.249987 | 7.076512 | 6.102720 | 6.467738 | 6.167985 | 6.390769 | 6.143856 | 6.211597 | 6.129382 | ... | 6.552807 | 5.876977 | 6.227943 | 6.294908 | 6.820506 | 6.284706 | 6.719113 | 6.481484 | 6.596028 | 6.229354 |\n",
+ "| ABCA2 | 9.720611 | 9.685208 | 9.263451 | 9.546373 | 9.426914 | 10.039233 | 8.770538 | 9.085378 | 8.513676 | 9.328878 | ... | 9.868501 | 8.612665 | 9.154906 | 7.999982 | 11.195790 | 9.392229 | 11.099602 | 9.454239 | 8.904484 | 9.464121 |\n",
+ "| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | <!----> | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n",
+ "| ZSCAN23 | 3.199741 | 3.199741 | 3.121723 | 3.227038 | 3.194199 | 3.251840 | 3.196633 | 3.159831 | 3.091098 | 3.136453 | ... | 3.142247 | 3.336370 | 3.386130 | 3.038206 | 3.311563 | 3.260079 | 3.183908 | 3.201331 | 3.146386 | 3.231355 |\n",
+ "| ZSCAN25 | 6.250361 | 6.435434 | 6.376971 | 6.315956 | 6.616638 | 6.454525 | 6.476860 | 5.558148 | 5.949517 | 6.306659 | ... | 5.883532 | 6.483015 | 6.675298 | 6.078541 | 6.706457 | 6.127540 | 6.383794 | 6.051888 | 6.407161 | 6.200612 |\n",
+ "| ZSCAN26 | 7.940282 | 7.475320 | 7.749370 | 6.991254 | 7.378298 | 6.572838 | 7.285854 | 7.308960 | 6.999520 | 6.958512 | ... | 7.046733 | 6.620292 | 7.225109 | 7.081733 | 7.672952 | 7.051281 | 7.530652 | 7.208643 | 7.337152 | 6.941345 |\n",
+ "| ZSCAN29 | 7.479940 | 6.935852 | 7.319632 | 7.231962 | 7.321726 | 7.710988 | 7.438547 | 6.889805 | 7.209744 | 6.845596 | ... | 6.833227 | 7.437456 | 7.094176 | 7.464834 | 7.156085 | 6.734462 | 7.661313 | 7.334187 | 6.837380 | 6.996262 |\n",
+ "| ZSCAN30 | 7.600206 | 7.344207 | 7.535697 | 7.326033 | 7.228941 | 6.826324 | 6.959821 | 6.888474 | 7.021952 | 7.167485 | ... | 6.969267 | 7.229835 | 7.166496 | 7.166496 | 7.609624 | 6.857509 | 7.480714 | 7.132777 | 7.057318 | 7.166496 |\n",
+ "| ZSCAN31 | 6.847958 | 7.070561 | 6.964819 | 7.783712 | 7.167121 | 7.067735 | 8.048066 | 7.728624 | 7.169705 | 7.198808 | ... | 7.226518 | 6.844157 | 6.665145 | 7.139850 | 7.171039 | 7.221009 | 7.486754 | 7.427672 | 7.581492 | 6.904099 |\n",
+ "| ZSCAN32 | 7.846250 | 7.909501 | 7.746586 | 7.644244 | 7.666471 | 7.847087 | 7.702532 | 7.223371 | 7.389134 | 7.532079 | ... | 7.018710 | 7.603674 | 7.795436 | 7.501162 | 8.086763 | 7.565455 | 8.096539 | 7.471607 | 7.529237 | 7.522139 |\n",
+ "| ZSCAN4 | 3.402861 | 3.622573 | 3.648335 | 3.371048 | 3.490364 | 3.381511 | 3.291837 | 3.412651 | 3.586570 | 3.207225 | ... | 3.238818 | 3.255924 | 3.795836 | 3.188029 | 3.265767 | 3.391948 | 3.387413 | 3.402861 | 3.600451 | 3.385749 |\n",
+ "| ZSCAN5A | 6.083614 | 5.932631 | 6.263221 | 6.158142 | 6.538515 | 6.456285 | 6.148946 | 5.710112 | 5.972602 | 6.281396 | ... | 6.003897 | 6.351425 | 6.479635 | 5.914714 | 5.812066 | 5.924787 | 6.122436 | 5.753054 | 5.935657 | 6.067586 |\n",
+ "| ZSCAN5A-AS1 | 3.909486 | 3.698342 | 3.896219 | 4.088790 | 3.980744 | 3.948434 | 3.933612 | 3.898512 | 3.920508 | 3.842323 | ... | 3.872679 | 3.581085 | 3.823706 | 4.039102 | 4.100178 | 4.044240 | 3.674506 | 3.843817 | 3.952396 | 3.747088 |\n",
+ "| ZSCAN9 | 5.525605 | 5.583303 | 5.195300 | 5.439449 | 5.257319 | 5.218523 | 5.475873 | 5.336915 | 5.318813 | 5.333589 | ... | 4.946142 | 4.964066 | 5.130515 | 5.289658 | 5.910066 | 5.185209 | 5.516115 | 5.348104 | 5.246839 | 5.410583 |\n",
+ "| ZSWIM1 | 7.949111 | 7.742150 | 7.899407 | 7.817575 | 7.907426 | 7.818025 | 7.884122 | 7.559377 | 7.945689 | 7.700010 | ... | 7.733184 | 7.843434 | 8.081928 | 7.867805 | 7.612775 | 7.591316 | 7.575989 | 7.760918 | 7.746171 | 7.640036 |\n",
+ "| ZSWIM2 | 2.967328 | 3.124250 | 3.151328 | 3.109947 | 3.218620 | 3.275645 | 3.429652 | 3.104452 | 3.112628 | 2.976702 | ... | 3.109947 | 3.136453 | 3.212808 | 3.192173 | 3.030090 | 3.082422 | 3.022550 | 3.104009 | 2.949070 | 3.270103 |\n",
+ "| ZSWIM3 | 6.742269 | 7.024032 | 6.899933 | 7.020320 | 7.097199 | 6.788293 | 6.770751 | 6.729924 | 6.822269 | 6.838381 | ... | 6.816686 | 6.909995 | 7.147720 | 6.809176 | 6.619993 | 6.746679 | 6.729221 | 6.783312 | 7.099124 | 6.838381 |\n",
+ "| ZSWIM5 | 7.639787 | 7.501874 | 7.415938 | 7.394310 | 7.153674 | 7.411413 | 7.499564 | 7.234186 | 7.425449 | 7.265663 | ... | 7.130817 | 7.514114 | 7.532158 | 7.596063 | 7.609677 | 7.478675 | 7.182700 | 7.326481 | 7.531008 | 7.460208 |\n",
+ "| ZSWIM6 | 9.939892 | 10.000556 | 9.409903 | 9.901621 | 9.580405 | 9.976033 | 9.710503 | 9.561646 | 9.632100 | 9.370709 | ... | 9.553541 | 9.836286 | 9.652378 | 9.992764 | 10.271927 | 9.918371 | 10.580333 | 9.875722 | 9.214551 | 9.196119 |\n",
+ "| ZSWIM7 | 7.751726 | 5.899633 | 7.143590 | 6.812706 | 6.915537 | 7.368805 | 7.494952 | 7.041152 | 6.353000 | 7.108073 | ... | 6.906122 | 6.966404 | 7.527723 | 6.876405 | 7.423930 | 6.769222 | 7.162255 | 7.148593 | 7.106903 | 7.305811 |\n",
+ "| ZSWIM8 | 5.803377 | 5.851839 | 5.980962 | 6.020280 | 5.692661 | 6.491155 | 6.944787 | 5.710112 | 6.101297 | 6.054132 | ... | 6.003461 | 6.024672 | 6.281585 | 5.988476 | 6.022633 | 6.022633 | 5.710812 | 6.447684 | 5.855048 | 5.977539 |\n",
+ "| ZSWIM9 | 7.421328 | 7.309810 | 7.774200 | 7.538855 | 6.895781 | 8.085814 | 8.231883 | 7.332572 | 7.739870 | 7.559992 | ... | 7.607867 | 7.764217 | 7.682392 | 7.592298 | 7.255209 | 7.534537 | 7.230919 | 7.648266 | 7.480148 | 7.484119 |\n",
+ "| ZUP1 | 6.765563 | 6.957004 | 7.164376 | 6.927919 | 7.466029 | 6.797921 | 6.512822 | 7.252949 | 6.980356 | 6.989788 | ... | 7.101513 | 6.785380 | 6.606286 | 6.895661 | 6.957004 | 6.880944 | 7.434483 | 6.863170 | 7.109914 | 6.967503 |\n",
+ "| ZW10 | 7.133824 | 7.203466 | 7.014177 | 6.982698 | 7.280296 | 6.886194 | 6.808033 | 6.768584 | 7.194065 | 7.329752 | ... | 7.185494 | 6.976970 | 6.884463 | 6.871101 | 7.688593 | 7.096756 | 7.231129 | 7.076369 | 7.364292 | 7.303738 |\n",
+ "| ZWILCH | 5.240396 | 5.341749 | 5.532942 | 5.025319 | 5.965352 | 5.158219 | 4.612844 | 5.255974 | 5.691886 | 6.022633 | ... | 6.109231 | 5.039536 | 4.902581 | 4.903210 | 5.445425 | 5.344416 | 5.543285 | 5.092664 | 6.262775 | 6.077524 |\n",
+ "| ZWINT | 6.768497 | 7.281932 | 7.322624 | 6.396535 | 7.283911 | 6.560371 | 5.598903 | 6.538515 | 6.494239 | 6.648036 | ... | 6.728861 | 6.263785 | 6.296770 | 6.317377 | 7.067840 | 6.698251 | 6.829920 | 6.601264 | 6.943232 | 6.525293 |\n",
+ "| ZXDA | 6.044884 | 6.234170 | 6.474266 | 6.059113 | 6.153997 | 5.479325 | 6.005482 | 5.655311 | 5.918421 | 5.557230 | ... | 5.159925 | 5.615202 | 5.861752 | 5.705740 | 6.191684 | 5.575933 | 6.140988 | 5.776211 | 5.905862 | 5.664658 |\n",
+ "| ZXDB | 6.272985 | 6.592185 | 7.034104 | 6.741505 | 6.998420 | 6.415183 | 5.799313 | 6.592185 | 6.838381 | 6.458138 | ... | 6.551742 | 6.330846 | 6.443835 | 6.823765 | 6.608122 | 6.719435 | 7.106164 | 6.592185 | 6.753856 | 6.581902 |\n",
+ "| ZXDC | 7.111151 | 7.016501 | 7.309052 | 6.932323 | 6.830365 | 7.281932 | 6.929413 | 6.234943 | 6.667134 | 6.802326 | ... | 6.579402 | 6.824148 | 7.079300 | 6.689427 | 7.306438 | 6.506272 | 7.578248 | 6.879152 | 6.913739 | 6.679034 |\n",
+ "| ZYG11A | 5.232249 | 5.365235 | 5.308019 | 5.250898 | 5.335680 | 5.426472 | 5.382704 | 5.104962 | 5.517993 | 5.335767 | ... | 5.481580 | 5.500762 | 5.391060 | 5.279286 | 5.310956 | 5.027772 | 4.950274 | 5.111942 | 5.220256 | 5.299239 |\n",
+ "| ZYG11B | 6.730424 | 7.219228 | 6.431596 | 7.695187 | 7.487052 | 6.273348 | 7.419599 | 7.464194 | 8.070276 | 8.317744 | ... | 8.312155 | 7.509729 | 7.337697 | 8.252282 | 7.231209 | 7.470370 | 7.217170 | 8.314922 | 7.892701 | 8.185472 |\n",
+ "| ZZEF1 | 8.120702 | 8.167427 | 8.535162 | 8.098990 | 8.337401 | 8.174365 | 7.700096 | 8.054082 | 8.138822 | 8.133361 | ... | 8.013656 | 8.138008 | 7.986931 | 7.788641 | 8.172119 | 8.251825 | 8.499680 | 7.698604 | 8.194552 | 8.159556 |\n",
+ "| ZZZ3 | 8.177778 | 8.095711 | 7.877595 | 8.065969 | 7.924424 | 7.625581 | 7.763806 | 7.820191 | 8.060748 | 7.582867 | ... | 7.437419 | 7.884578 | 7.715052 | 8.168349 | 8.312459 | 7.539194 | 8.521929 | 8.185983 | 7.716461 | 7.807617 |\n",
+ "\n"
+ ],
+ "text/plain": [
+ " GSM1176255 GSM1176256 GSM1176257 GSM1176258 GSM1176259 GSM1176260\n",
+ "A1BG-AS1 5.352710 5.310486 5.665272 5.630609 5.264279 6.131864 \n",
+ "A1CF 4.795585 4.807935 4.929803 4.713392 5.045673 5.218089 \n",
+ "A2M 11.479278 10.497342 9.785809 9.171326 9.980392 10.758403 \n",
+ "A2M-AS1 6.935550 6.793257 7.156812 6.634913 6.363635 6.791488 \n",
+ "A2ML1 6.208239 5.584823 5.505287 5.965894 5.096385 5.532229 \n",
+ "A4GALT 7.229002 7.180768 7.513902 7.566443 7.054660 7.864845 \n",
+ "A4GNT 5.035228 4.785097 4.952519 5.218072 4.968186 4.821987 \n",
+ "AACS 8.201470 8.980021 9.070221 8.918858 9.142708 8.984893 \n",
+ "AACSP1 3.548233 4.331883 4.102467 3.833781 3.879744 3.755773 \n",
+ "AADAC 4.867412 4.970419 5.128967 5.066386 5.069592 5.092934 \n",
+ "AADAT 6.872976 7.440623 7.586675 6.965607 7.262888 7.111646 \n",
+ "AAGAB 7.130276 7.078394 7.025149 6.891299 6.964322 6.782035 \n",
+ "AAK1 6.878053 8.110100 8.808601 7.885628 8.843792 7.603272 \n",
+ "AAMDC 7.797431 6.869771 7.272886 7.200384 7.180039 7.386617 \n",
+ "AAMP 8.784029 8.542925 8.788936 8.475695 8.815060 8.466660 \n",
+ "AANAT 3.863903 4.346829 4.133816 3.959366 4.065144 4.288956 \n",
+ "AAR2 7.972548 7.794187 7.987219 7.949047 7.736807 7.838738 \n",
+ "AARS1 10.479690 10.432092 10.417579 10.322909 10.729068 10.545232 \n",
+ "AARS2 7.626195 7.878897 7.976353 7.697946 7.689406 7.845849 \n",
+ "AASDH 8.310263 8.108231 8.250010 8.406444 7.933456 7.352683 \n",
+ "AASDHPPT 8.124437 8.851917 8.552943 8.973230 9.231009 8.216023 \n",
+ "AASS 7.245229 7.025075 6.572515 6.681910 6.480812 6.084467 \n",
+ "AATBC 4.268163 4.204853 4.194662 4.123555 3.917634 4.247628 \n",
+ "AATK 7.182520 6.809297 6.841369 5.735864 6.023089 6.826324 \n",
+ "ABAT 9.011646 8.346857 6.910624 8.120092 7.649525 6.673519 \n",
+ "ABCA1 8.660904 6.962448 7.219826 6.753696 6.759389 6.234833 \n",
+ "ABCA12 3.312110 3.045365 3.172266 3.171774 3.024929 3.025347 \n",
+ "ABCA13 2.980436 2.920541 2.830552 2.861145 2.868411 3.212728 \n",
+ "ABCA17P 6.296941 6.249987 7.076512 6.102720 6.467738 6.167985 \n",
+ "ABCA2 9.720611 9.685208 9.263451 9.546373 9.426914 10.039233 \n",
+ "... ... ... ... ... ... ... \n",
+ "ZSCAN23 3.199741 3.199741 3.121723 3.227038 3.194199 3.251840 \n",
+ "ZSCAN25 6.250361 6.435434 6.376971 6.315956 6.616638 6.454525 \n",
+ "ZSCAN26 7.940282 7.475320 7.749370 6.991254 7.378298 6.572838 \n",
+ "ZSCAN29 7.479940 6.935852 7.319632 7.231962 7.321726 7.710988 \n",
+ "ZSCAN30 7.600206 7.344207 7.535697 7.326033 7.228941 6.826324 \n",
+ "ZSCAN31 6.847958 7.070561 6.964819 7.783712 7.167121 7.067735 \n",
+ "ZSCAN32 7.846250 7.909501 7.746586 7.644244 7.666471 7.847087 \n",
+ "ZSCAN4 3.402861 3.622573 3.648335 3.371048 3.490364 3.381511 \n",
+ "ZSCAN5A 6.083614 5.932631 6.263221 6.158142 6.538515 6.456285 \n",
+ "ZSCAN5A-AS1 3.909486 3.698342 3.896219 4.088790 3.980744 3.948434 \n",
+ "ZSCAN9 5.525605 5.583303 5.195300 5.439449 5.257319 5.218523 \n",
+ "ZSWIM1 7.949111 7.742150 7.899407 7.817575 7.907426 7.818025 \n",
+ "ZSWIM2 2.967328 3.124250 3.151328 3.109947 3.218620 3.275645 \n",
+ "ZSWIM3 6.742269 7.024032 6.899933 7.020320 7.097199 6.788293 \n",
+ "ZSWIM5 7.639787 7.501874 7.415938 7.394310 7.153674 7.411413 \n",
+ "ZSWIM6 9.939892 10.000556 9.409903 9.901621 9.580405 9.976033 \n",
+ "ZSWIM7 7.751726 5.899633 7.143590 6.812706 6.915537 7.368805 \n",
+ "ZSWIM8 5.803377 5.851839 5.980962 6.020280 5.692661 6.491155 \n",
+ "ZSWIM9 7.421328 7.309810 7.774200 7.538855 6.895781 8.085814 \n",
+ "ZUP1 6.765563 6.957004 7.164376 6.927919 7.466029 6.797921 \n",
+ "ZW10 7.133824 7.203466 7.014177 6.982698 7.280296 6.886194 \n",
+ "ZWILCH 5.240396 5.341749 5.532942 5.025319 5.965352 5.158219 \n",
+ "ZWINT 6.768497 7.281932 7.322624 6.396535 7.283911 6.560371 \n",
+ "ZXDA 6.044884 6.234170 6.474266 6.059113 6.153997 5.479325 \n",
+ "ZXDB 6.272985 6.592185 7.034104 6.741505 6.998420 6.415183 \n",
+ "ZXDC 7.111151 7.016501 7.309052 6.932323 6.830365 7.281932 \n",
+ "ZYG11A 5.232249 5.365235 5.308019 5.250898 5.335680 5.426472 \n",
+ "ZYG11B 6.730424 7.219228 6.431596 7.695187 7.487052 6.273348 \n",
+ "ZZEF1 8.120702 8.167427 8.535162 8.098990 8.337401 8.174365 \n",
+ "ZZZ3 8.177778 8.095711 7.877595 8.065969 7.924424 7.625581 \n",
+ " GSM1176261 GSM1176262 GSM1176263 GSM1176264 ... GSM1176266\n",
+ "A1BG-AS1 5.640623 5.386624 5.831295 5.812792 ... 6.039418 \n",
+ "A1CF 5.004081 4.824109 4.872692 5.049890 ... 5.049183 \n",
+ "A2M 10.372794 10.006030 9.726066 9.957200 ... 8.939033 \n",
+ "A2M-AS1 6.430080 6.666250 6.438420 6.304728 ... 6.483574 \n",
+ "A2ML1 6.429772 5.652996 6.438971 6.039918 ... 5.843701 \n",
+ "A4GALT 8.192700 7.468595 7.476169 7.501033 ... 7.511111 \n",
+ "A4GNT 5.433437 4.969099 5.185253 4.876602 ... 4.875989 \n",
+ "AACS 8.088342 8.644050 9.266125 9.146684 ... 9.129085 \n",
+ "AACSP1 4.187236 3.996955 3.957779 3.838220 ... 3.747050 \n",
+ "AADAC 5.079824 5.123239 5.091224 5.250258 ... 4.915415 \n",
+ "AADAT 6.729255 7.115992 6.908567 7.028483 ... 7.101008 \n",
+ "AAGAB 6.580391 6.867517 7.326018 7.540941 ... 7.342288 \n",
+ "AAK1 6.787050 7.640654 8.601228 8.836744 ... 8.512053 \n",
+ "AAMDC 7.296426 7.291830 7.084344 7.085506 ... 7.251738 \n",
+ "AAMP 8.663665 8.661131 8.619995 8.952774 ... 8.793182 \n",
+ "AANAT 4.171600 3.852393 3.922564 4.137867 ... 4.312099 \n",
+ "AAR2 7.826099 7.722029 7.687871 7.757003 ... 7.669757 \n",
+ "AARS1 10.266697 10.446471 10.360088 10.731985 ... 10.633029 \n",
+ "AARS2 7.625383 7.460262 7.584747 7.533378 ... 7.561384 \n",
+ "AASDH 7.916343 8.553360 8.288538 8.368637 ... 8.489828 \n",
+ "AASDHPPT 7.876563 8.665634 9.779260 9.762024 ... 9.672192 \n",
+ "AASS 7.230910 7.064489 6.039863 6.780253 ... 6.780253 \n",
+ "AATBC 4.298790 3.949999 4.125741 4.125903 ... 4.084403 \n",
+ "AATK 6.007516 5.364520 5.483834 5.483601 ... 5.374082 \n",
+ "ABAT 8.605274 8.992588 8.183827 8.654687 ... 8.615950 \n",
+ "ABCA1 7.779428 7.337783 7.183990 6.458844 ... 5.917207 \n",
+ "ABCA12 3.089437 3.239580 3.259477 3.192086 ... 2.960342 \n",
+ "ABCA13 2.852709 2.862569 2.861145 3.024587 ... 2.865514 \n",
+ "ABCA17P 6.390769 6.143856 6.211597 6.129382 ... 6.552807 \n",
+ "ABCA2 8.770538 9.085378 8.513676 9.328878 ... 9.868501 \n",
+ "... ... ... ... ... ... \n",
+ "ZSCAN23 3.196633 3.159831 3.091098 3.136453 ... 3.142247 \n",
+ "ZSCAN25 6.476860 5.558148 5.949517 6.306659 ... 5.883532 \n",
+ "ZSCAN26 7.285854 7.308960 6.999520 6.958512 ... 7.046733 \n",
+ "ZSCAN29 7.438547 6.889805 7.209744 6.845596 ... 6.833227 \n",
+ "ZSCAN30 6.959821 6.888474 7.021952 7.167485 ... 6.969267 \n",
+ "ZSCAN31 8.048066 7.728624 7.169705 7.198808 ... 7.226518 \n",
+ "ZSCAN32 7.702532 7.223371 7.389134 7.532079 ... 7.018710 \n",
+ "ZSCAN4 3.291837 3.412651 3.586570 3.207225 ... 3.238818 \n",
+ "ZSCAN5A 6.148946 5.710112 5.972602 6.281396 ... 6.003897 \n",
+ "ZSCAN5A-AS1 3.933612 3.898512 3.920508 3.842323 ... 3.872679 \n",
+ "ZSCAN9 5.475873 5.336915 5.318813 5.333589 ... 4.946142 \n",
+ "ZSWIM1 7.884122 7.559377 7.945689 7.700010 ... 7.733184 \n",
+ "ZSWIM2 3.429652 3.104452 3.112628 2.976702 ... 3.109947 \n",
+ "ZSWIM3 6.770751 6.729924 6.822269 6.838381 ... 6.816686 \n",
+ "ZSWIM5 7.499564 7.234186 7.425449 7.265663 ... 7.130817 \n",
+ "ZSWIM6 9.710503 9.561646 9.632100 9.370709 ... 9.553541 \n",
+ "ZSWIM7 7.494952 7.041152 6.353000 7.108073 ... 6.906122 \n",
+ "ZSWIM8 6.944787 5.710112 6.101297 6.054132 ... 6.003461 \n",
+ "ZSWIM9 8.231883 7.332572 7.739870 7.559992 ... 7.607867 \n",
+ "ZUP1 6.512822 7.252949 6.980356 6.989788 ... 7.101513 \n",
+ "ZW10 6.808033 6.768584 7.194065 7.329752 ... 7.185494 \n",
+ "ZWILCH 4.612844 5.255974 5.691886 6.022633 ... 6.109231 \n",
+ "ZWINT 5.598903 6.538515 6.494239 6.648036 ... 6.728861 \n",
+ "ZXDA 6.005482 5.655311 5.918421 5.557230 ... 5.159925 \n",
+ "ZXDB 5.799313 6.592185 6.838381 6.458138 ... 6.551742 \n",
+ "ZXDC 6.929413 6.234943 6.667134 6.802326 ... 6.579402 \n",
+ "ZYG11A 5.382704 5.104962 5.517993 5.335767 ... 5.481580 \n",
+ "ZYG11B 7.419599 7.464194 8.070276 8.317744 ... 8.312155 \n",
+ "ZZEF1 7.700096 8.054082 8.138822 8.133361 ... 8.013656 \n",
+ "ZZZ3 7.763806 7.820191 8.060748 7.582867 ... 7.437419 \n",
+ " GSM1176267 GSM1176268 GSM1176269 GSM1176270 GSM1176271 GSM1176272\n",
+ "A1BG-AS1 5.740408 5.931576 5.650132 5.382606 5.616595 5.610657 \n",
+ "A1CF 5.132549 5.281722 4.879358 4.817109 5.047605 4.798238 \n",
+ "A2M 10.159872 10.763805 9.681134 9.806814 10.106565 10.083203 \n",
+ "A2M-AS1 6.571557 6.923461 7.068161 6.707183 6.273774 6.898648 \n",
+ "A2ML1 6.051888 6.080001 6.239739 5.528324 5.895021 5.259980 \n",
+ "A4GALT 7.598446 7.767497 7.430703 6.984409 7.495127 7.083588 \n",
+ "A4GNT 4.821987 5.320533 5.354527 5.054591 5.054017 4.906461 \n",
+ "AACS 9.231949 8.418083 9.220410 8.549966 8.987171 8.794645 \n",
+ "AACSP1 3.936461 3.957003 3.901644 3.782266 3.679628 3.981167 \n",
+ "AADAC 5.118931 5.222093 5.210532 5.184718 5.069592 4.789107 \n",
+ "AADAT 7.160222 6.943145 7.160222 7.519034 6.951425 7.650060 \n",
+ "AAGAB 6.832960 6.652421 7.063244 7.029780 7.094582 5.843337 \n",
+ "AAK1 8.235025 7.266030 8.613002 8.025170 8.865122 8.047384 \n",
+ "AAMDC 6.975882 7.421897 7.029575 7.710682 6.927991 7.736302 \n",
+ "AAMP 8.371337 8.346435 8.294783 8.889969 8.680207 8.887860 \n",
+ "AANAT 4.210694 4.129817 3.947461 4.337245 4.133816 4.056243 \n",
+ "AAR2 7.878265 7.734023 7.842816 8.071806 7.417583 8.091202 \n",
+ "AARS1 10.288472 10.285859 10.474160 10.596143 10.617278 10.956661 \n",
+ "AARS2 7.574470 7.894660 7.473550 7.639636 7.376617 7.650404 \n",
+ "AASDH 8.063037 8.190560 8.260908 7.771576 8.079380 7.698635 \n",
+ "AASDHPPT 8.798504 8.294225 8.993137 9.104552 9.047525 8.950250 \n",
+ "AASS 5.879743 6.596458 6.703844 7.595345 6.787972 7.675935 \n",
+ "AATBC 4.266832 4.533765 3.891895 4.380649 3.994687 3.849680 \n",
+ "AATK 6.004154 6.155436 5.255921 6.362812 5.820448 7.195941 \n",
+ "ABAT 7.683251 7.816261 7.532742 7.696437 8.444637 6.987315 \n",
+ "ABCA1 6.803134 7.178548 7.024548 7.244482 6.557603 7.200149 \n",
+ "ABCA12 3.023154 3.222052 3.052671 3.104452 3.086559 3.033578 \n",
+ "ABCA13 2.933172 2.978712 2.893349 2.767334 2.811774 2.711867 \n",
+ "ABCA17P 5.876977 6.227943 6.294908 6.820506 6.284706 6.719113 \n",
+ "ABCA2 8.612665 9.154906 7.999982 11.195790 9.392229 11.099602 \n",
+ "... ... ... ... ... ... ... \n",
+ "ZSCAN23 3.336370 3.386130 3.038206 3.311563 3.260079 3.183908 \n",
+ "ZSCAN25 6.483015 6.675298 6.078541 6.706457 6.127540 6.383794 \n",
+ "ZSCAN26 6.620292 7.225109 7.081733 7.672952 7.051281 7.530652 \n",
+ "ZSCAN29 7.437456 7.094176 7.464834 7.156085 6.734462 7.661313 \n",
+ "ZSCAN30 7.229835 7.166496 7.166496 7.609624 6.857509 7.480714 \n",
+ "ZSCAN31 6.844157 6.665145 7.139850 7.171039 7.221009 7.486754 \n",
+ "ZSCAN32 7.603674 7.795436 7.501162 8.086763 7.565455 8.096539 \n",
+ "ZSCAN4 3.255924 3.795836 3.188029 3.265767 3.391948 3.387413 \n",
+ "ZSCAN5A 6.351425 6.479635 5.914714 5.812066 5.924787 6.122436 \n",
+ "ZSCAN5A-AS1 3.581085 3.823706 4.039102 4.100178 4.044240 3.674506 \n",
+ "ZSCAN9 4.964066 5.130515 5.289658 5.910066 5.185209 5.516115 \n",
+ "ZSWIM1 7.843434 8.081928 7.867805 7.612775 7.591316 7.575989 \n",
+ "ZSWIM2 3.136453 3.212808 3.192173 3.030090 3.082422 3.022550 \n",
+ "ZSWIM3 6.909995 7.147720 6.809176 6.619993 6.746679 6.729221 \n",
+ "ZSWIM5 7.514114 7.532158 7.596063 7.609677 7.478675 7.182700 \n",
+ "ZSWIM6 9.836286 9.652378 9.992764 10.271927 9.918371 10.580333 \n",
+ "ZSWIM7 6.966404 7.527723 6.876405 7.423930 6.769222 7.162255 \n",
+ "ZSWIM8 6.024672 6.281585 5.988476 6.022633 6.022633 5.710812 \n",
+ "ZSWIM9 7.764217 7.682392 7.592298 7.255209 7.534537 7.230919 \n",
+ "ZUP1 6.785380 6.606286 6.895661 6.957004 6.880944 7.434483 \n",
+ "ZW10 6.976970 6.884463 6.871101 7.688593 7.096756 7.231129 \n",
+ "ZWILCH 5.039536 4.902581 4.903210 5.445425 5.344416 5.543285 \n",
+ "ZWINT 6.263785 6.296770 6.317377 7.067840 6.698251 6.829920 \n",
+ "ZXDA 5.615202 5.861752 5.705740 6.191684 5.575933 6.140988 \n",
+ "ZXDB 6.330846 6.443835 6.823765 6.608122 6.719435 7.106164 \n",
+ "ZXDC 6.824148 7.079300 6.689427 7.306438 6.506272 7.578248 \n",
+ "ZYG11A 5.500762 5.391060 5.279286 5.310956 5.027772 4.950274 \n",
+ "ZYG11B 7.509729 7.337697 8.252282 7.231209 7.470370 7.217170 \n",
+ "ZZEF1 8.138008 7.986931 7.788641 8.172119 8.251825 8.499680 \n",
+ "ZZZ3 7.884578 7.715052 8.168349 8.312459 7.539194 8.521929 \n",
+ " GSM1176273 GSM1176274 GSM1176275\n",
+ "A1BG-AS1 6.022755 5.668250 5.704254 \n",
+ "A1CF 4.839832 4.754876 4.936728 \n",
+ "A2M 9.714768 10.150955 10.350177 \n",
+ "A2M-AS1 6.680282 6.545151 6.151864 \n",
+ "A2ML1 5.683725 5.660833 5.292557 \n",
+ "A4GALT 7.628321 7.407607 7.481420 \n",
+ "A4GNT 5.025499 4.810721 4.994511 \n",
+ "AACS 8.844288 9.085818 9.181233 \n",
+ "AACSP1 3.966902 3.769766 3.985293 \n",
+ "AADAC 5.065328 5.047868 5.154316 \n",
+ "AADAT 7.103773 7.304019 6.989930 \n",
+ "AAGAB 6.882988 7.618091 7.101377 \n",
+ "AAK1 8.233787 9.142343 9.020943 \n",
+ "AAMDC 7.357308 6.902398 7.016611 \n",
+ "AAMP 8.321668 9.116928 8.762322 \n",
+ "AANAT 4.015712 4.085390 4.118834 \n",
+ "AAR2 7.599732 8.001770 7.806474 \n",
+ "AARS1 10.439639 10.980116 10.713152 \n",
+ "AARS2 7.604732 7.709588 7.547223 \n",
+ "AASDH 8.459084 8.263091 7.497972 \n",
+ "AASDHPPT 8.974705 9.889588 9.268361 \n",
+ "AASS 6.780253 6.780253 6.460387 \n",
+ "AATBC 4.215241 4.104258 4.106699 \n",
+ "AATK 5.831279 5.005930 6.207210 \n",
+ "ABAT 8.278001 8.461997 8.747737 \n",
+ "ABCA1 6.640673 6.667382 6.498045 \n",
+ "ABCA12 3.144300 3.104452 3.074711 \n",
+ "ABCA13 2.913963 2.792902 2.680530 \n",
+ "ABCA17P 6.481484 6.596028 6.229354 \n",
+ "ABCA2 9.454239 8.904484 9.464121 \n",
+ "... ... ... ... \n",
+ "ZSCAN23 3.201331 3.146386 3.231355 \n",
+ "ZSCAN25 6.051888 6.407161 6.200612 \n",
+ "ZSCAN26 7.208643 7.337152 6.941345 \n",
+ "ZSCAN29 7.334187 6.837380 6.996262 \n",
+ "ZSCAN30 7.132777 7.057318 7.166496 \n",
+ "ZSCAN31 7.427672 7.581492 6.904099 \n",
+ "ZSCAN32 7.471607 7.529237 7.522139 \n",
+ "ZSCAN4 3.402861 3.600451 3.385749 \n",
+ "ZSCAN5A 5.753054 5.935657 6.067586 \n",
+ "ZSCAN5A-AS1 3.843817 3.952396 3.747088 \n",
+ "ZSCAN9 5.348104 5.246839 5.410583 \n",
+ "ZSWIM1 7.760918 7.746171 7.640036 \n",
+ "ZSWIM2 3.104009 2.949070 3.270103 \n",
+ "ZSWIM3 6.783312 7.099124 6.838381 \n",
+ "ZSWIM5 7.326481 7.531008 7.460208 \n",
+ "ZSWIM6 9.875722 9.214551 9.196119 \n",
+ "ZSWIM7 7.148593 7.106903 7.305811 \n",
+ "ZSWIM8 6.447684 5.855048 5.977539 \n",
+ "ZSWIM9 7.648266 7.480148 7.484119 \n",
+ "ZUP1 6.863170 7.109914 6.967503 \n",
+ "ZW10 7.076369 7.364292 7.303738 \n",
+ "ZWILCH 5.092664 6.262775 6.077524 \n",
+ "ZWINT 6.601264 6.943232 6.525293 \n",
+ "ZXDA 5.776211 5.905862 5.664658 \n",
+ "ZXDB 6.592185 6.753856 6.581902 \n",
+ "ZXDC 6.879152 6.913739 6.679034 \n",
+ "ZYG11A 5.111942 5.220256 5.299239 \n",
+ "ZYG11B 8.314922 7.892701 8.185472 \n",
+ "ZZEF1 7.698604 8.194552 8.159556 \n",
+ "ZZZ3 8.185983 7.716461 7.807617 "
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "CR$datETcollapsed"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 55,
+ "metadata": {
+ "vscode": {
+ "languageId": "r"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "# normalized gene level expressions\n",
+ "write.table(CR$datETcollapsed, file = paste0(\"AD-GSE48350\", \".RMA.maxRowVariance.log2exprs.tsv\"), sep = \"\\t\")"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "R",
+ "language": "R",
+ "name": "ir"
+ },
+ "language_info": {
+ "codemirror_mode": "r",
+ "file_extension": ".r",
+ "mimetype": "text/x-r-source",
+ "name": "R",
+ "pygments_lexer": "r",
+ "version": "4.1.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/preprocessing-of-data/AD-GSE48350.RMA.maxRowVariance.log2exprs.tsv b/preprocessing-of-data/AD-GSE48350.RMA.maxRowVariance.log2exprs.tsv
new file mode 100644
index 0000000..e5deda3
--- /dev/null
+++ b/preprocessing-of-data/AD-GSE48350.RMA.maxRowVariance.log2exprs.tsv
@@ -0,0 +1,18167 @@
+"GSM1176255" "GSM1176256" "GSM1176257" "GSM1176258" "GSM1176259" "GSM1176260" "GSM1176261" "GSM1176262" "GSM1176263" "GSM1176264" "GSM1176265" "GSM1176266" "GSM1176267" "GSM1176268" "GSM1176269" "GSM1176270" "GSM1176271" "GSM1176272" "GSM1176273" "GSM1176274" "GSM1176275"
+"A1BG-AS1" 5.35271011601087 5.31048580312236 5.66527197731348 5.63060940242393 5.26427929001776 6.13186379700965 5.64062277618062 5.38662364208485 5.83129532939726 5.81279231660997 5.43164288436898 6.03941758520597 5.74040772499344 5.93157573662361 5.65013175146635 5.38260640781572 5.61659493948284 5.61065743772847 6.02275454361382 5.66825021286145 5.70425368937524
+"A1CF" 4.79558469357895 4.80793477563014 4.9298031953012 4.71339195066888 5.04567258466027 5.21808947540515 5.00408064812451 4.82410900131389 4.87269202133473 5.0498904385735 4.47086989859808 5.04918287706539 5.13254939416289 5.28172234130511 4.87935795995485 4.81710940048233 5.04760514887188 4.79823755999897 4.83983196312899 4.75487566511653 4.9367278553296
+"A2M" 11.4792781210025 10.497341537248 9.78580859038054 9.17132636322735 9.98039238963694 10.75840288579 10.3727941143131 10.0060296448886 9.72606635037678 9.95719958423223 10.6666282129169 8.93903307038722 10.1598717813105 10.7638051613575 9.68113412504849 9.80681392799806 10.1065651046484 10.0832033681668 9.71476765575012 10.1509550404351 10.3501765727207
+"A2M-AS1" 6.93555046856707 6.7932570645231 7.1568124650712 6.63491289334204 6.36363544935174 6.79148843847223 6.43008015880987 6.66625000402392 6.43841971724858 6.30472807655574 6.85599018703134 6.48357417009112 6.57155733975712 6.92346107059939 7.06816140499412 6.70718313550708 6.27377358068911 6.89864822629326 6.68028218197097 6.54515100452522 6.15186442930145
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+"ATG12" 9.06458606157979 9.05261204230198 8.7488457582826 9.49168196958387 8.86092921950853 8.65908974015117 8.79738879377988 9.18718629954049 9.37929738352518 9.24277174461854 9.42513374549715 9.32743419197797 9.36245923780912 8.95476774530345 9.64030090442538 9.39223485802155 9.35263499968488 8.6613697822387 9.55595411907346 9.01295091628459 9.1669917711386
+"ATG13" 8.03991005516917 7.93557615885734 7.64477769511273 7.84178206602085 8.03949526123146 7.76736427423278 7.54740583879914 7.97353081503073 7.81228053929447 8.2441480923083 8.10252359646708 8.31673957862429 7.62387313332983 7.65870700826577 7.69399268419294 8.44076757448572 8.21181506906654 8.5146562528934 7.79475831342213 8.2713449133628 8.19455248617123
+"ATG14" 7.88458179901724 8.30244508966372 8.03318497026543 7.37728779483434 7.99954930880956 7.62945786430787 7.48537237426909 7.45182877782116 7.44287064586203 7.74212896466014 8.43942815391155 7.75143228888835 7.30551320097966 7.82386107936988 7.60877807162865 8.88143883161938 7.69691819376462 8.49603718985522 7.61808548700264 7.81956635380566 7.60336657808404
+"ATG16L1" 5.39355297048882 5.89776628070869 6.37589777547252 5.64778786003062 5.63979576403558 5.85497327654938 6.04840122620434 5.32614307974268 5.72591200886081 5.58544776238154 5.86977046156689 5.67439830356072 5.8845379096209 5.59094166872081 5.76960558762677 5.36899107804428 5.6382316821058 6.25771728225726 5.73843186413752 5.55890411844152 5.86739112174165
+"ATG16L2" 7.55268829738458 7.52024579028993 7.56475336059143 7.10153247316105 7.18971805785543 7.6201656303995 6.9698477227623 6.95976992894136 7.15348100857573 7.20857478226522 7.61719141213755 7.03176854234661 7.35879286329758 7.67371257081383 7.36957013575404 7.344680969551 7.07644849111803 7.63636203500979 7.53843983447644 7.28413707979232 7.31490976755998
+"ATG2A" 8.74683325904245 8.41102736883363 9.00076232289983 7.89098122955025 8.4373213602307 8.78398416167241 8.35252174973283 8.1524365882423 8.09818464200039 8.3144221416445 8.46282998327656 8.13430611064829 8.11329466194641 8.52193248195143 7.69684262197315 8.31235466914867 8.14539570340965 8.53513125955064 7.97107409328659 8.40941688916107 8.14896773214294
+"ATG2B" 7.13367687747351 6.92943224272227 6.86037819219703 6.4355440128533 7.3344470937957 6.7078313059369 6.14117216891384 6.75510490274361 6.71926996379441 7.14156146319423 6.95730114632246 7.15355672751614 6.42545767794789 6.40220405043551 6.40943484562756 7.4666950359025 7.11166799371131 7.48372775445262 6.83724004131309 7.3482285562597 7.33099116312251
+"ATG3" 9.11716342367013 9.23199308112009 8.72506906508739 9.07305295325768 9.1352301055523 8.99836092908543 8.83922004219273 9.3303491812193 8.83683963488127 9.03969103833535 9.62802859272956 8.90042687493497 8.97599452007824 8.84953593280435 8.971987768665 9.72500979043538 8.74334068281173 9.83706621971891 9.1355226076745 8.98626578676511 9.04662710359578
+"ATG4A" 7.83296242638135 7.52782788938041 7.3895329608497 7.16549036850808 7.24436539579128 7.48820561486877 7.42597047547479 7.44236715946596 7.32069459781919 7.27469492796874 7.40948481876431 7.23982421963116 7.30250261396288 7.35851889730122 7.58471048219204 7.73801339620623 7.40471074692606 7.60737091823704 7.42153271829973 7.41937874123029 7.49354540812302
+"ATG4B" 8.78445198497859 8.42527137193433 8.63683593917013 8.54370391304473 8.29324021215915 9.21883708828167 8.26842880289134 8.67345689145547 8.63851383794586 8.76559310669115 8.60513569198963 8.67705172811046 8.72839745261359 8.76159778969226 8.82478120424116 8.53705939966843 8.73920327677967 8.90791635604689 8.79044917470659 8.57024035606234 8.69120148397877
+"ATG4C" 8.48763971645404 8.28565735136671 8.06625672491892 8.33631506019832 8.05311559268014 8.12504226835498 7.96954135821332 7.76354213965086 7.83160021289236 7.50719436485336 8.75588118523917 7.84271730451264 8.0662156526559 8.15942170231153 8.24579423508747 9.45512356157396 7.86466465370438 9.13139434865484 8.28158082983591 7.79631111952332 7.76683665536737
+"ATG5" 6.95258591243735 6.87305644999268 5.89701947615552 6.80923625407871 7.35449038134481 6.07849426775191 6.38586673202084 6.94831451286402 6.95214801934067 7.46373297958403 6.79273900463933 7.09045168470629 6.73894507296137 6.33571552327933 6.82064880964144 7.36763306249143 6.96459656500584 7.20904874364672 7.22907211854033 7.58604683743424 7.50649463174798
+"ATG7" 5.28609087205588 4.97007728487428 5.16285770064309 4.43773440996023 4.54751080496412 4.84982304801974 4.82491506246826 4.6749166827925 4.28089924821859 4.18961302360471 4.63777032845883 4.74324411394248 4.16665771189139 4.39800199564262 4.23582984546232 5.18355104254727 4.44248341081878 4.87110793017884 4.43549619795269 4.72765485288295 4.56692449444841
+"ATG9B" 5.76837047654147 5.89708195618327 6.34858770263994 5.91985778475612 5.92852305503723 5.98431823377213 5.89708195618327 5.76785750054374 6.03826962138129 5.92319983294476 5.55016202030872 5.92545741663483 5.89708195618327 6.09909758299189 5.91423351962887 5.62841029667115 5.88630972215457 5.62021366391492 5.89708195618327 6.22619955772884 5.89475456773707
+"ATIC" 9.09585088851601 8.87201673612481 8.65755665788678 8.54228251022937 8.86555344739961 8.46665983139009 8.51369413691395 8.91408517011286 8.7799154525333 9.06269318963215 9.01230320641737 8.77872305134797 8.43483484716626 8.45575942912473 8.54829500893063 8.97961279841242 8.77911405196075 9.37784051522619 8.72044853610828 8.91117855771709 8.70244126481314
+"ATL1" 9.23430229920795 10.2152422723012 10.3654670675269 10.0392967753975 10.5122174784698 9.5864938753018 8.88224454997406 10.0479946875532 10.2644150490844 10.5298294939119 9.93952612587328 10.3989837388734 9.76106044037663 9.35794093963207 10.1411274517284 10.1786355747366 10.3187811998905 10.2800364720458 10.1126870075211 10.438723811654 10.378721591567
+"ATL2" 5.452113832622 6.07447242365776 5.75662984078946 5.83712853486768 6.36308467560523 4.84953636689528 5.85651687680951 6.18787719784464 6.11899628294076 6.53685909156068 5.71913209043245 6.48296206467388 5.81516916223752 5.01963265271822 5.22695869127669 5.92625571206076 6.35331305656877 6.15508091779491 6.11452766143934 6.51735712048382 6.49804472660575
+"ATL3" 9.72955021690985 9.13423089087578 9.05796831321258 9.0362972401063 8.94069243268687 9.21146890187549 9.70221491476114 9.41927771698352 9.15435657047332 8.63930682613316 9.45729488311316 8.82883592527602 8.96063140771596 9.26918700903879 9.18804371043721 9.6009458096988 8.72850599350594 9.5824120954969 9.32516716588941 8.97779599392751 8.95435260004836
+"ATM" 7.29380156464076 7.39680826470739 5.82454273228639 7.13433985012003 6.17631424474668 6.70579919937004 6.96950926500998 7.33910975262828 7.25287140607181 7.76449087926103 7.69971400665109 6.69439311279293 7.2325367102459 7.15536316849395 7.28631757684676 7.6873473128463 7.28770301046739 7.3405471319586 7.2271044502552 6.88587188457928 6.90106476613398
+"ATN1" 9.54899138285691 9.41881437042818 9.25873963116605 9.96781048932378 9.22784504521011 9.26230015394214 9.86330345344561 9.56629870860331 9.05135081351761 9.53037923037497 9.56664936100518 9.87677114060804 9.88048133825601 9.581626405673 8.86694000223699 9.09830451263405 9.56893600823971 8.99329099811692 9.66277933086021 9.24340399791519 9.45644468697619
+"ATOH1" 4.754247770867 4.73929058938409 4.77716707679332 5.02911786542874 4.782400391756 5.39632088477833 5.49582560092608 4.80300899254687 5.01753576551116 4.86261425008223 4.79424045630651 4.81521397313154 4.87761944577768 5.12875771481544 4.94901116184228 4.55592163084107 4.67770472921828 4.7361413982437 4.86261425008223 4.86261425008223 4.80163319210549
+"ATOH7" 5.18170989604961 5.60734987343101 6.89571802903552 5.51927468805391 6.14731392965648 5.3007702002497 5.13670551202078 5.47424567851514 5.66844412359043 5.62491615671774 5.24765431631223 5.55051943414047 5.43141547223631 5.47238404453623 5.27354211374827 5.19798191722044 5.58149924278408 5.28475232824578 5.59755032404104 6.00969193971295 5.60147798410686
+"ATOH8" 8.54328917587119 6.91074404402546 6.87459344740424 7.37640703112722 6.76524846165126 8.07562884186439 7.99576548147216 7.23019587874814 7.410859496982 7.33710307521721 7.05552025995978 7.11204645104017 7.57101165770732 7.75018397522657 7.50444199067423 6.87235968181216 7.11874157301133 6.92243510351139 7.50217010610125 7.1719557724356 7.03494374637809
+"ATOSA" 6.78206430457926 6.89731353284482 7.0343711249282 6.42132498139177 6.66450535411368 5.75757703573011 6.88166947179069 5.00774054133083 6.41769219802037 6.76717883056655 6.71955404869417 6.7069030349904 6.75524953808979 6.47269282950567 6.64831175185461 6.73349214962653 6.83518083555336 7.38250235989784 6.98461363929026 6.79637287616027 6.11428985703948
+"ATOSB" 8.67661066696166 8.76037999724103 8.93527062253545 8.72520953907612 8.89686431916491 9.01696860732312 9.42118947774188 8.66189958194306 8.72957260258001 8.72396550135741 8.60632502226213 8.84631007136227 8.75107922006821 9.03794160278532 8.69863325356402 8.68338305790556 8.6726216131903 8.54124171277591 8.69095014308814 8.74885228760654 8.7291821134707
+"ATOX1" 9.66206561274607 9.13716745382239 9.4463462619138 8.98754119349578 9.26456864979498 9.30755380582497 9.03407772326546 9.13507522535331 8.96809213780543 9.30281606849839 9.45949464700438 9.40161206579894 8.8338100491578 8.86332919216702 8.97650403746768 9.79574039338467 8.89383387996819 9.7043259611582 9.24401938793305 9.573027534439 9.21065174821524
+"ATP10A" 8.62885836439242 7.73965641724372 7.75078782703737 7.60781430392875 7.57469008437019 7.86058230009582 8.42636281309337 7.28701357557597 7.75078782703737 7.65792987596555 7.75808504420575 6.75412049419295 7.87329555734171 8.6714363401259 7.72796207711049 7.55412124597268 7.91316963940212 7.67099174927873 7.64438371543693 7.79720693145513 7.33355814089838
+"ATP10B" 8.18345323939494 7.97157870932847 7.70953021367831 7.54326329760508 7.79671323829579 7.8503134985791 7.28335590071228 8.08767931719975 6.7132019077491 6.76222421397424 8.4809591175334 7.20772210870747 6.82999843520547 8.10057922692959 7.01335778042829 9.04630208330434 7.25502137889326 8.91752210135998 7.43778257759975 6.80190290366883 7.44811766052312
+"ATP10D" 8.39846447814031 7.31845205946524 7.16893888085936 7.41388112668261 7.22457089716403 7.05587928323335 7.41388112668261 7.90773081180386 7.41388112668261 7.47065123500549 7.60886470354951 6.963235500072 7.35331328399645 7.44041413551635 7.41388112668261 7.19266828464967 7.50037520319263 7.69293420256879 7.50075104968087 7.6091948158243 7.20046006702698
+"ATP11A" 8.49381080668347 8.04292654868315 7.94504249364287 8.19746085323021 7.72828608686449 7.97959230958673 7.9096713766572 7.93695432827121 7.59138439577838 7.2210707769658 8.74887921202235 7.56234205606634 8.05010904745335 7.935551918309 7.9140380194774 8.99420159923123 7.59337714520137 9.34041153341534 7.67152740880538 7.08728376117226 7.90138895933929
+"ATP11A-AS1" 3.3767933714173 3.33647544858716 3.27799043347117 3.1651048009367 3.06384421218889 3.48215919557214 3.42222757703484 3.30826908130354 3.34524723019015 3.54544694451228 3.53267569479347 3.41470740660462 3.3767933714173 3.3404377108901 3.49295525015105 3.31045027998218 3.36833822286072 3.22686799561459 3.39466415280945 3.54205766005817 3.18304793403755
+"ATP11B" 5.28252318147334 5.01528832354518 4.50317127724626 5.18770888663514 4.85867835110306 5.37158077613811 5.12746650795198 5.41592631555415 5.28252318147334 5.4145793980353 5.53846794237186 5.60863323282284 5.32860399381457 5.27054901321791 5.20224737680438 5.51213299601388 5.45259419653466 5.25873903561018 5.39698782817235 5.23332641842981 5.26744986977686
+"ATP11C" 7.7242480432244 6.93572905058988 6.69739941447314 6.95886848869636 6.70287168057161 7.63314957101135 7.18295954017114 7.51949714109775 6.49123682424411 6.43388731333381 7.46246948600856 6.55490384599866 7.06323741025157 7.17936106086608 6.94909444555246 7.478758633503 6.58402958827998 7.71618519254011 6.83481061412328 6.74343497453386 6.49804472660575
+"ATP12A" 5.75313862188651 5.91679840697725 5.87224960637229 6.10486746836392 5.9462926632874 6.08753553789983 5.97410059793786 5.79484862190047 5.94243561969289 6.14579771446534 5.77123082771509 5.98191475063031 5.9462926632874 6.33705005047826 6.04455873488164 5.9462926632874 6.09495065126455 5.686002624103 5.9061168872568 5.89477565612256 6.32728090466331
+"ATP13A1" 8.25015007321578 7.95010950247551 8.30054397960401 7.95010950247551 8.0320805895126 8.3189469776543 7.82595627321832 7.95541636042167 7.86859987961598 7.91367136627765 7.97178354906077 7.67042305877075 7.79249053361333 8.19475856759309 7.77871473309063 7.85383500645998 7.8918893336908 8.27685376143284 7.87769937133348 8.01744274851543 7.84071934052139
+"ATP13A2" 8.7899079640508 9.02044262150499 9.53482660960245 8.76267918414441 9.56864892737075 9.52200621637519 8.84132817621233 8.82650741783899 8.99336329072974 9.40450007752058 8.78871930870018 9.23906609725783 9.24400298066866 8.71426652729246 8.88940261597869 8.49483715662937 9.23313431630741 9.13817594007644 8.61598114066998 9.78969885995628 9.53805151933894
+"ATP13A3" 7.32065901423329 7.38318881419684 6.40703715761693 6.49371034349052 7.11679251084433 6.21034452206767 7.06973921445535 7.38377749591801 6.81982354153524 7.36320991977251 7.41229541765457 7.4287652344884 6.75494514205104 6.72302204723009 6.42192268620924 7.34371594189027 7.10803097024761 7.23157496783327 6.92161648017518 7.38739080518278 7.43193548112204
+"ATP13A3-DT" 6.22903444274973 6.52066819169955 6.32933997036462 6.78492959976749 6.56597696385262 6.48447969732491 6.21942381016633 6.38059202077602 6.72528498375466 6.60045871792859 6.46740023069993 6.59403847576137 6.48818072428364 6.77246358530426 6.56081621727658 6.2576885098583 6.56784407593916 6.0580826474935 6.56960771404511 6.88636577592369 6.55723168098714
+"ATP13A4" 9.29893610874716 8.75350156105385 8.65976293038722 8.35913467552985 8.15757284745255 7.20587276330071 8.82102953600657 8.56946306760563 8.34617771351853 7.91103797260165 8.83660087634103 8.16134269353849 7.8879683017382 8.40168095009097 8.06872554291986 8.13702225116277 8.11411780795142 8.45363433249832 8.22260749951077 8.21361466201149 7.55626496442881
+"ATP13A4-AS1" 3.63455854172108 3.33670144983492 3.26238269653291 3.30990457198828 3.28703769404833 3.33670144983492 3.46545838785644 3.55116287454113 3.76781215281439 3.49907232928224 3.23260288489295 3.17519156307487 3.20901276928803 3.41466151996431 3.21624578239833 3.40940520623983 3.39284627697415 3.3024339101175 3.30954111890002 3.24103317725717 3.22257304235619
+"ATP13A5" 5.52599590648746 5.46138732103086 5.72536313308772 5.23626260948321 5.31905778819148 5.28032039670066 6.12154531801562 5.43759020318563 5.19500633901019 4.8996459080858 5.19509417125804 5.31147617059846 5.17531102246591 5.71412167754092 5.25954920214895 5.34065085752698 5.25973329033121 5.32770055646612 5.24165512214182 5.02061593858141 4.97823930021819
+"ATP1A1" 10.3557126040823 10.8265159501754 10.9646466277501 10.8280446591364 11.5140213574587 10.8086057268944 9.73217330161134 10.7398661181368 11.1861166055492 11.7526345048366 10.3643377156323 11.6063529586077 10.9017698732227 10.2570727831098 10.8199616975411 10.8233030468907 11.7025869065331 10.9623830513266 10.6785463658869 11.6292018065116 11.7903113685002
+"ATP1A1-AS1" 6.83031592044706 6.71731697215794 6.71731697215794 6.71912744946325 6.38384297747888 6.93811125598975 6.72286408640109 6.50961812653909 6.55430097247171 6.72794027442956 7.17985060995849 6.6715733524379 6.75986651789639 6.93213075551562 6.59258447493501 7.16430349119656 6.67269734697644 6.68406137514256 6.92437187131041 6.38600966233077 6.53036259315506
+"ATP1A2" 11.4239711097487 11.7802992557261 11.0801756419232 11.5458664713116 10.9761727598745 10.0350330949199 12.0735461590593 11.7604896710824 11.4661638363132 11.6641217846529 11.8661676588525 11.5047574654572 11.5178395756707 11.8012689200481 11.3879832019083 10.8122778890062 11.5913916295422 10.9538717170045 11.4796606688241 11.5476776441042 10.7824334131969
+"ATP1A4" 4.07492963538247 4.45351168912953 4.18239039165517 4.25138083428152 4.27207778930665 4.22873773243565 3.94639792403818 4.34227119376949 4.35794210178353 4.74296676405512 4.38119444832239 4.31026266277202 4.42817769734107 4.2586368458954 4.09572577880752 4.2777261584445 4.61457223346035 4.04836813346194 4.40842827475975 4.30989950395447 4.53862748366979
+"ATP1B1" 11.4808918275188 12.5624142663658 12.466346103746 12.5845145750411 12.5819204707184 12.3044387750516 11.0893284131028 12.0576598477062 12.6249853762353 12.8041799029145 12.3995011797422 12.6987494664649 12.7311466550729 12.1221258850138 12.637576717258 12.5675048905029 12.7735097413059 12.9383630265006 12.6153072570011 12.4624891646434 12.9777014474581
+"ATP1B2" 11.0550862386058 11.6018017223626 11.2471370178017 11.4654119968398 10.7907413409159 10.7737477151629 11.8611164634272 11.7156873603219 11.1281805435906 11.2821696023645 11.7534481533867 11.5741126135787 11.6300643618084 11.6520163374107 10.9679779752108 10.82316035321 11.4128528480256 10.6246005483551 11.0020791099105 11.2745668405537 11.0297085989089
+"ATP1B3" 10.2143142148923 10.1262341709279 10.5130286083524 10.4277919229095 10.5123232404213 11.1868549584567 10.0469513657671 10.9618012655747 10.7261828131752 11.1252176624254 9.96822565566786 10.8236374809894 10.8745451276109 10.2395326569149 11.0273467646355 9.84366993694043 11.0658338572601 10.4571468233221 10.7669282917433 10.9311143531556 10.6295186372425
+"ATP1B4" 3.79597798395603 3.62228051603658 3.81002273145042 3.68666126928655 3.82839600111204 3.88749422977497 3.89580639115202 3.57777339569479 3.63894613190332 3.72504129061985 3.50117372901666 3.71968279512175 3.64374320190222 3.44447234927062 3.70782170204269 3.68666126928655 3.5669716569687 3.46037012364547 3.80097379970929 3.73302293352207 3.48784768226794
+"ATP2A1" 5.29607809205183 5.31514886401455 5.47547161189537 5.27402093284165 4.99533826539401 5.7672178386356 5.72808479189815 5.08124421827513 5.30097962000209 5.29274730601974 5.10953132409399 5.32929505499321 5.55424790733577 5.80170906090702 5.39906123186344 5.38006375804957 5.34401387918383 5.04745394227572 5.5164215096548 5.32736503440213 5.27161394428423
+"ATP2A1-AS1" 5.69567724199794 5.34219855945295 5.6935653510432 5.67580019671902 5.35462738009279 5.92204506238693 5.96967980751134 5.54314368992834 5.42900622299514 5.18972619312629 5.08921639519158 5.26578921047264 5.90214597514579 6.11792114332053 5.72819661853945 5.10287886895142 5.32698510174253 5.29109204760985 5.81599138880874 5.54314368992834 5.82482184364973
+"ATP2A2" 10.7167837652024 11.9031601555443 11.9179958628669 11.6475827269696 12.1518074706624 11.1922083027186 11.1577825367626 11.4400318858958 11.8996230387126 12.0183971755266 11.3007911535909 12.0060512193036 11.684033505294 11.0335753354407 11.7020370517964 11.5128610337153 12.0716535609383 11.6985237027771 11.7020370517964 12.1715800161332 12.0984681975799
+"ATP2A3" 4.36339652129772 3.8855982874494 4.20207193680926 3.98690012587075 3.94847753638272 4.38195702000894 5.32296953781289 4.16555667808276 4.50610501375123 4.40271264886573 4.2493817728559 4.18136471809908 4.41340839372124 4.46166034850697 4.2493817728559 3.83427160792729 4.15000249098488 4.0732709202789 4.44997510727786 4.47321990613458 4.26343953892387
+"ATP2B1" 8.84627919965934 9.92685392147301 9.93189676300559 9.7266750168748 10.4476239804697 9.18075864652458 8.46904649883465 9.85070206363853 10.4115030823885 10.5070417909233 9.34145300175828 10.4167210714875 9.50775367109859 9.10741991491811 10.207256848698 9.42512079019253 10.1936376573921 9.62307352319786 9.97785236067633 10.4519109937031 10.2825234139614
+"ATP2B1-AS1" 7.9245660806828 9.23114640198949 9.92803330547248 8.87505127137827 9.36714433836846 8.74994168268919 8.32024168254936 9.02910087460302 8.74069583435496 8.77472268097246 8.91146249663444 9.12818392261312 8.84164001972543 8.49444367808292 8.74330498058246 8.20929310745146 8.56242669035365 8.41263379753553 8.61770856242855 8.98626578676511 8.56215379663342
+"ATP2B2" 7.1640789624607 7.64893223580378 7.09813546266039 7.22281459203172 8.39215178173449 6.30997109772858 6.77462042219946 7.3676349163749 7.33687926276491 8.69371604356589 6.72274138101178 8.85153690454696 6.90654209306578 6.1073283910997 6.60203553695896 7.63873876265416 8.17134992422855 7.20426882883054 7.30243900098011 8.8218693909466 9.18745150930481
+"ATP2B3" 6.78206430457926 7.73119890473174 8.17417710748214 7.67325699728803 8.62839506708754 7.6965365928065 6.93006256552564 7.27531629564358 7.97157572411215 8.02924474489478 7.1021014946154 8.14200304386493 7.89604287577968 7.40228416096529 7.35959763167066 7.01507302014152 8.36480681416225 7.56974161381345 7.56789328731233 8.0815422327932 8.51150778587137
+"ATP2B4" 7.77589013775588 7.41193087758578 6.22528175453793 6.66417127268813 7.32621881271273 6.08421722582982 6.99968970659161 7.77732714398091 6.98442032760267 7.50897505495459 7.06769220551436 7.60302613740812 6.07383814045898 6.13761738088788 6.07854110773496 7.04950474291264 7.15728843446644 6.89200262600433 6.77277473995033 7.33332793037943 7.41226878422168
+"ATP2C1" 7.05448003263167 7.78752303567101 8.04292367079604 7.24812658661146 8.20062082363219 7.29996002968512 6.72309449571205 7.28485983617367 7.13664530990697 7.45816668970186 7.55441793963057 7.25474899631235 7.20874581167499 7.09826208280674 7.51442361658959 7.76853989504387 7.39502846572934 7.98712907229918 7.0939013831203 7.53816308913324 7.37383868819589
+"ATP2C2" 5.3043140754367 5.62943451301054 5.89937959054926 5.41730834648299 5.7091891505595 5.8565777619702 5.44643128172923 5.4269403347199 5.08524344917928 5.52724021966507 4.90593278591756 5.57636362566877 5.62884867755387 5.68185041976532 5.63944904843621 5.62832363922607 5.26613694984802 5.24116374547409 5.31751515221317 5.70953524373681 5.57956121206502
+"ATP2C2-AS1" 5.93354618727945 6.14893618509495 6.02175972903613 6.28184363939601 5.94814016937054 6.60379166730179 6.9378404121178 5.99092174869951 6.14893618509495 6.14893618509495 5.96418394458653 6.18686374544838 6.41176437953327 6.78593113565573 6.22785234709016 6.0268456023735 6.15327971856536 6.04838960416907 6.25902603815358 6.08057171030456 6.18115901924304
+"ATP4A" 5.18783384531182 5.73971809950586 5.80335555663178 5.5537454864177 5.93138028329238 5.99781446365119 5.93343210350885 5.91832253441275 5.81821619778976 5.75363843732224 5.19901932704409 5.92107420991059 5.93018160305506 5.96977136847959 5.94681918439467 5.4534987023414 5.75783164356882 5.34810385551279 5.89090536067027 5.76420595790148 5.61969337949952
+"ATP4B" 3.94147969098237 3.96414387232023 4.10635036804252 4.10480000300492 4.13191715981448 4.32403227175752 4.47904855072763 4.03228000210428 4.04107152055983 3.97557187548942 4.10480000300492 3.91660469063478 4.2841113965104 4.15500710883335 4.26073563930572 4.05839929960506 3.99286012107646 4.10480000300492 4.1406501684265 4.18280033903819 4.17357079804709
+"ATP5F1A" 11.6054754598707 12.0133450821441 11.9536559998635 11.8484027749781 12.5568275391617 11.2406315221189 11.5484017804178 11.8885209551256 12.1121439371848 12.4988732192504 11.7914107394199 12.2710663160714 11.5731849471594 11.3487345816167 11.6572737260713 11.9663800040397 12.1653576004021 12.178929561152 11.8714584448675 12.516837716579 12.3870794288727
+"ATP5F1B" 11.1476027369572 11.5442693404662 11.3801059575523 11.3766757757828 12.1675710958355 10.8671262408393 11.053634094665 11.4135682044367 11.5848814738829 12.2299713839231 11.2772853737459 12.0703521406266 11.4321052399286 10.8594899019662 11.2511900713641 11.8759682691931 11.8488140557698 11.6923813818092 11.4747471858586 12.4009700595326 12.0956865009756
+"ATP5F1C" 10.1900450415279 10.4345780623447 10.1880219509201 10.1502244830767 10.7532146780125 10.0044297241685 9.74482002029015 10.2806663512436 10.5683265047226 10.975826428489 10.2787803782283 10.5910422772837 10.1157947812585 9.74886639600622 10.2493956753644 10.4940994546088 10.3238770496414 10.5489725695239 10.422066346299 10.8436641871617 10.7450457516435
+"ATP5F1D" 8.98510729022235 9.3185028314282 9.70778905624051 9.29152467875036 9.77640351538284 9.13009595317125 9.05745638457764 9.15053603717298 9.2796800467803 9.52550394844338 9.2881718334572 9.5602230193821 9.26714523203852 8.9369458288408 8.94844282456676 9.04991084672958 9.37854438281139 9.61072150012153 9.10322229148835 9.70675905808913 9.41766452687789
+"ATP5F1E" 5.47660723808161 4.88652605488941 4.82369584221677 5.11237642560428 4.60805724735043 5.03067236871882 5.16459664644114 5.11909226828609 5.2391946449705 4.77148505229191 4.74704490633353 4.78479556407822 5.1655846272257 5.26882783301669 6.04997920526772 4.79969933132496 4.23377978527166 4.92640055441958 5.37368009484793 4.87598852855677 4.98381501838152
+"ATP5MC1" 8.63665936803297 9.06137786261413 9.4540709070759 9.02799528935435 9.51823259455909 9.15006499560389 8.87709700885843 8.95981894252002 9.18800573319735 9.69450208919019 9.075587019799 9.4387093346642 9.22099756046186 8.84562704307256 9.14162681512146 9.26834433258395 9.18675463521827 9.33754345750561 9.22738551737295 9.791623603203 9.61310708786166
+"ATP5MC2" 4.59528050777717 4.80207911624352 4.79841689487826 5.01376714105844 5.15017844655864 4.891431597517 5.21545286543417 4.68557458525983 5.00297381126752 4.81746475144983 4.76859209499329 4.98357973852418 4.80514339023213 4.81088137850664 4.85743625833748 4.92524294130155 5.16514269788294 4.9619768991046 5.09091927599181 4.90964240409279 4.68547460848534
+"ATP5MC2P1" 5.0516886194942 5.25657611664352 5.56693925120376 5.61448856417566 5.42896909478518 5.50816853495466 5.93231359811213 5.46778171642488 5.65600510093309 5.54332421264198 5.50816853495466 5.77541865449765 5.75043347109695 5.57483950584677 5.45335529422806 5.54815725376145 5.47705803909584 5.46087739573012 5.69893133254719 5.4635078108731 5.74458289103612
+"ATP5MC3" 9.99418445042544 10.2665706357836 10.361558901642 10.234208950782 10.8914735471565 9.64240662193417 9.70456097109741 10.3098835073656 10.6418637427445 11.2884755132461 10.2912117081177 10.95618125585 10.2423008330687 9.52584695575987 10.2185505556999 10.5018554834964 10.7108915768372 10.7294317072846 10.5518377757147 11.1187193735618 11.0976226728984
+"ATP5ME" 9.50367025457646 9.83309578066388 10.2478793446606 9.93912845312049 9.94250891352906 10.2005550074587 10.1685759610902 9.74761012268175 9.97035354097389 9.94221861866193 10.1211990097261 9.79519007796873 10.0419356705954 9.6739212654235 10.1698005980026 10.0829089916634 9.69697815764971 10.2340834080512 9.97116155050137 9.425378619582 9.94612706241488
+"ATP5MF" 10.6272894931439 10.8213942088578 10.911224871386 10.7491209817691 10.8643162670203 10.167463075242 10.6032126050502 10.6559185025443 10.9126478417216 11.2172406225086 10.7366388443534 10.9599969993961 10.8154522560354 10.3589680850863 10.9329574057975 10.6959527381608 10.8067535513149 10.8154522560354 10.9686196118826 11.0544391956923 11.0083766159971
+"ATP5MG" 8.91367067937399 9.70676301109608 9.7791821968627 9.39360787397517 9.72387449870048 8.84936535086566 8.88765629513105 9.30937841769559 9.61853942278934 9.8407633315052 9.4771696654235 9.81354994733334 9.47222043830204 8.92985854155465 9.62198301022101 9.57846218894639 9.64472570487515 9.70337593208761 9.67973839282387 9.59211246898878 9.76555689320516
+"ATP5MJ" 9.8799961534296 10.2290503254734 10.9873753223346 10.489417887502 10.893256057765 10.0486110017781 10.3753092428765 10.5724127885591 10.955952205315 10.9323101102179 9.91960866649316 10.7245596702832 10.8292880249843 10.1671436052721 10.9852571023353 10.2388963523377 10.744039898687 10.4544886994344 10.8630800767901 10.9406514950089 10.8793966234627
+"ATP5PB" 5.79977406963911 5.89708195618327 6.31878926410991 5.64778786003062 6.33857226123336 5.07408910288391 5.53649915925567 5.89135905192792 5.53881155004697 6.05167037697467 5.84799685597757 5.84896523300819 5.67190898961927 5.56026279158361 5.5555430765996 6.3119441049925 5.48828540109653 6.12354850208646 5.76631150724917 5.9735958417403 5.89734192035182
+"ATP5PD" 10.5991215352384 10.6998307790236 10.8400745351858 10.6447901580299 11.2911310306495 10.2707438893493 10.367715487502 10.5170883092137 10.8845587051748 11.2728846940268 10.5160685246906 10.9743506841057 10.5614141340628 10.2418980142005 10.6764565740017 10.7842192154912 10.7973452526489 10.9187020239111 10.8035917933008 11.2443135392072 11.154392563284
+"ATP5PF" 10.5379730221964 10.6382866884127 10.820371357268 10.5447863930569 10.9476761900108 10.1406631581516 10.6644320547851 10.6641113422488 10.8707641317941 11.0230788514025 10.630748798345 10.7116437751157 10.7936970866582 10.3026225863737 10.7462595114677 10.7720435542241 10.7132690145095 10.8086329229304 10.8470588297994 10.779977047872 10.9226816282467
+"ATP6AP1" 10.0133777505478 10.4160395144596 10.7938191208737 10.2274514009336 10.9436340055657 10.4127179400075 9.43872244463585 10.2992968043481 10.0440747060061 10.8944305747191 10.4031607701899 10.9288821212623 9.98862100383332 9.51552539046703 9.80400312648325 10.8629571453507 10.7817887825557 10.9830460655032 10.1519038076998 11.0500438227923 10.8896172554306
+"ATP6AP1-DT" 8.81321314261467 8.97009056672321 8.71573789309275 8.87249295715656 8.9063436772857 8.32056321804223 8.68584147885507 8.71923506948177 8.75092681581864 8.8222158505817 9.12610910903864 8.77150966182454 8.77229547526202 8.73478124380894 8.71972947142246 9.5327972538474 8.80451502514415 9.0189457388984 8.70178103481816 8.9106928108478 8.94141495227888
+"ATP6AP1L" 6.68491770965107 7.11911249225946 7.8025482981386 6.7429326319935 7.56823839686746 6.95482136747765 7.30799742155053 7.75260306136449 6.49198010687101 6.73357358013252 7.20551064192715 7.27902808149626 6.91789175920476 7.38663378597492 6.99138617950515 7.86526927839263 6.9755285166001 7.24198742152971 7.01066202578768 7.2756041542597 6.83875143198962
+"ATP6AP2" 9.88060326376342 10.2484996218227 9.68288111377126 10.0643374089642 10.7453603877137 9.21310420874894 9.41102913804705 9.90354477089111 10.0084846720295 10.8598085134224 10.3105648475395 10.8194184967973 9.8444645306191 9.02925718645345 9.61883368063548 10.3385047685221 10.4370478841163 10.4545462662099 10.1086505934662 10.6650851415334 10.729454867452
+"ATP6V0A1" 8.95867801033958 9.07797584918656 8.7393687591296 8.9461810646131 9.63887790766592 8.83938429554729 8.85150458885132 9.12696602987437 9.05425848607106 10.1355315330319 9.12696602987437 9.97161422787885 8.59588068706427 8.34922425743021 8.3768308377864 9.77720143534498 9.62538518685311 9.27681800102478 9.2048113261326 10.2733963489787 10.2448734373936
+"ATP6V0A2" 5.96323522939145 5.7637414832805 5.44536080522666 5.67718564305572 5.60239918694751 5.1557712186179 5.55890411844152 5.68252365059641 5.67641973044113 5.7382774622087 6.08226607132605 5.60722774320949 5.6801012342294 5.03434187192431 5.39158241841446 6.5935146059537 5.70640368562209 5.90296782981986 5.61302801962604 5.65748015200883 5.83149101709796
+"ATP6V0A4" 4.95995145899387 5.24547636799466 5.17732645032076 4.97231373879657 4.88983521170985 4.91718293157279 5.08052538773411 4.99640099808245 5.2193006239767 5.08776173548149 4.87073505610377 4.98671808464441 4.95164684422013 4.97231373879657 5.04661807794223 5.00549030580239 5.02911786542874 4.93278654939748 4.95299947311885 4.59130802988368 4.77732353796496
+"ATP6V0B" 9.31664173097305 9.67984821750758 9.97068322490881 9.5828395485537 9.98026385839166 9.56894449957779 9.21778454852084 9.41502760256814 9.7023672876435 10.0218322130551 9.63913088316322 9.8845846618845 9.5365495668257 9.02932525000674 9.7209887144851 10.3632673316206 9.78030389721636 10.0498711028845 9.66710632430018 10.234311555077 9.86353205459032
+"ATP6V0D1" 10.161682339216 10.196617808344 10.5140093078282 10.1118737802201 10.8252665479425 10.1621748431853 9.66583304000169 10.1665993197233 10.2371025428524 10.9701883538872 10.2426143258162 10.7984249837422 10.006822925157 9.78878098937393 10.061811002638 10.632005392652 10.6186553230336 10.6239644449115 9.99083243626078 11.2426509276386 10.8616081583571
+"ATP6V0D1-DT" 5.80317811862966 5.81752229359168 5.62396729277202 5.94097351631181 5.64762236777951 5.57995373956821 5.88851326377817 5.90549009965925 5.90120024534985 5.89820498889073 5.53753719735443 5.94896285630755 5.94097351631181 5.90224039037922 5.92908135712218 5.69003410649246 5.97830551939216 5.32044454212814 5.97248643432456 5.85037860556996 5.51228740498471
+"ATP6V0D2" 6.71603956363315 7.01005922143263 6.55468281999552 6.99469201665118 6.79962723957842 6.46704933950759 6.59384724746859 6.80403270600958 6.78502062176928 6.93201943218519 6.75130400074845 6.9640947251666 6.91789425688948 6.70516256782807 6.91852880903893 7.17569968766103 7.0682395347266 6.70005959382274 6.87240123473738 6.81642717988076 6.98107046906189
+"ATP6V0E1" 11.1306282903598 10.0678792716354 9.76682083292937 10.1858859167988 9.57526859565825 10.2312407109696 10.6391739435608 10.5228795139063 10.0997772395107 10.0715510284945 10.3160942927479 9.74455806934712 10.1061831265672 10.281280763433 10.2073759572763 10.313383162482 9.88023812931702 10.2209115937852 10.4716904854893 10.1968675849561 9.6645287777793
+"ATP6V0E1P2" 5.17294364793541 5.3220173546698 5.2769309418449 5.43162493212008 5.12815404566084 5.44353481648652 5.28708428903928 5.01989692946552 5.29533868546258 5.27253547751286 5.26265897708434 5.69378539519209 5.27179978997575 5.61360378063944 5.23045797676844 5.19583695045047 5.26977471270906 5.20976308615147 5.51096306397841 5.24637331493786 5.26427929001776
+"ATP6V0E2" 10.5792722357993 11.3113518538869 11.6082732666478 11.1006682168693 11.3512870112313 11.1122316360761 10.7573752111044 10.7579370344926 10.9439146461565 11.3631191955343 11.4371951712155 11.3872084300854 11.2529621169157 10.5900267981501 11.0434703876707 11.3379579221182 11.213604713385 11.0564805822784 10.9981467777882 11.6827069469252 11.5730188939788
+"ATP6V0E2-AS1" 5.61753092373857 5.64496252259089 6.50263568961264 5.28827638637705 5.5821235747919 5.65393100786928 5.42235763012927 5.16575502737772 5.46083512838966 5.24505504532522 5.61694289097688 5.52535307626767 5.42913029385449 5.56284247991146 5.47555673346528 5.84680436663177 5.02911786542874 5.6825236505964 5.30964957691275 6.3043533731982 5.64668437040241
+"ATP6V1A" 7.37722213440594 8.83519545181844 8.72784078937771 8.63967282578924 9.41369288860443 5.28182433337239 7.97634706346856 8.49455380425368 9.16421409490339 10.7049360483045 8.77020847556086 10.1796411808271 8.73869473787958 7.36726336808862 8.37191330069329 9.47877414308522 9.77843881123425 9.55945832906818 8.80491900041929 10.4715284529695 10.5759459329697
+"ATP6V1B1" 5.27936128608071 5.4205152597258 5.70157069911692 5.30991855788285 5.17377993785507 5.83357542107298 5.9519017578822 5.45887882717081 5.42263283343681 5.46455536543604 5.36096609443261 5.64846216012273 5.40728666029598 5.80834254009716 5.61204094403835 5.43300576023898 5.50043667711513 5.3973348872181 5.72551273127338 5.14642791786998 5.47773694973692
+"ATP6V1B2" 10.5844711588594 11.25466521705 11.795033954605 11.1002573334788 12.0699092944822 10.5123958317478 9.82599315327122 11.0928125809316 11.3993829274121 12.309882913513 10.8917763792479 12.1576555644965 10.8104844076537 10.1503465135991 11.1269662860824 11.7519114478939 11.8339268035987 11.4829287038666 11.393266037688 12.1531310847309 12.3583088445874
+"ATP6V1C1" 6.90473637784773 7.35938035861078 6.94327552833507 6.95492446168896 7.41646932589292 6.53893573153012 6.93629020707073 7.34399692750368 7.52260024078142 8.41853517177143 7.14954718728981 8.39197683275427 6.89003716940541 6.89873126159716 6.73784252928989 7.73306358910377 7.77357785833402 7.52260024078142 7.35130880604695 8.72257440738525 8.40530009510383
+"ATP6V1C2" 5.63059275089646 5.3924810738396 5.53147984400162 5.73559300255832 5.36987192032025 5.06965736310091 5.5941733389914 5.49059132163578 6.02331777905854 5.5317101601916 5.52911434562326 5.66487752156476 5.73606257777012 5.25535189940047 5.36455590621962 5.5410037116031 5.68247037481847 5.42565796557726 5.50749484007249 5.35422383214489 5.51483915074308
+"ATP6V1D" 9.94730888296461 10.5094317029187 10.6233076085863 10.3592033089651 11.0616233516666 9.94599378375804 9.47105136577932 10.278836273758 10.4914661751204 11.1288407509884 10.1301493824739 10.866952432057 10.0892400593732 9.82345280469553 10.3574370994405 10.7746205153529 10.600103736647 10.5054914021599 10.7498184168186 11.12070470233 10.8886383116212
+"ATP6V1E1" 10.3636078103997 11.0458635761853 11.2496053803892 10.692504276185 11.4452687150553 10.6786316481088 10.0935323381961 10.7431299872341 11.0378704976551 11.5830539345826 10.7828022200387 11.6382984695516 10.449860020678 10.2693899601771 10.8339867009879 11.5547042966248 11.2663338992198 11.3750317845768 11.1056465346521 11.6175187434646 11.421957525669
+"ATP6V1E2" 6.15843286642727 6.14067322990235 6.25379277053368 5.77983009935495 6.25575486813055 6.19503544174662 5.88542196228274 6.10756646108147 6.58884294130191 6.26946381665895 5.91536334384264 5.90577004599293 6.01717976076953 6.18605129343409 6.58438587995349 6.46800977848936 6.46688755186323 6.60637770077083 6.3183948518623 6.24533970727445 6.40066811839178
+"ATP6V1F" 10.3881153934313 10.6982140990874 10.9113838794951 10.7183307145101 11.0601361102384 10.8219027558305 10.7085686908102 10.6285269944656 10.9422827602047 11.3321199142225 10.6332063909172 11.0643619614356 10.8666892544294 10.7026176187831 10.8585408652312 10.7092772849438 10.9154927466526 10.656251006478 10.8830284779388 11.1682609899784 11.0248654603636
+"ATP6V1FNB" 6.3224584056988 6.35354296848535 6.7510868105327 6.44533222168972 6.53069578694006 5.89351282795112 6.61769885187392 6.94871677620149 7.29132913969397 6.65611255222809 5.38379583118064 6.16756582085057 7.01194564986269 6.51955007705789 7.16564258243037 5.36787583979336 6.51955007705789 6.33390131626393 6.56240673776187 6.62687943860007 6.70278515298687
+"ATP6V1G1" 6.2471406245417 6.40035470870412 6.40220405043551 6.05911335515184 6.67343904154632 6.35273034044174 6.40220405043551 6.36240049208915 6.69738951746888 6.59849551770576 5.95666778651695 6.50769132012779 6.15307918924034 6.03627891466612 6.60424680594401 6.69039270900657 6.40220405043551 6.35430717119677 6.64235667891043 7.27533168869052 6.30830175868026
+"ATP6V1H" 9.96377893296746 10.3511950979512 10.5676762641577 10.4557431491374 10.8401645314943 9.6910630921629 9.20420998378298 10.3886277991328 10.9942929043051 11.1124683219275 9.93542866741709 10.8475469052763 10.1016490431469 9.61145045998038 10.4441601719855 10.1903694729808 10.8251908181623 10.4536798857373 10.5301312005967 11.2138071352002 10.8943642222304
+"ATP7A" 6.15455648198859 6.14692501400696 6.47254509197422 5.63524609479095 5.9679102189407 6.11365880828251 5.61110822625478 5.73971809950586 5.36488408678492 5.63282737911643 6.41066909769129 5.73711648766049 5.51983596165923 5.7171839952612 5.41806889617644 6.75663582789717 5.68722377421681 6.9207315895118 5.69195778148291 6.04002879749886 5.55304525140871
+"ATP7B" 7.2571416221948 7.30821532254737 7.16896717520112 7.23447758862581 6.98550500839079 6.73686023300807 7.01608049380812 6.86130829753282 7.32971505815886 6.56599826914909 6.89950277173478 6.69250802668001 7.28450307053425 7.13025201484061 6.7026115916208 6.49283021330605 7.6539632256028 6.98550500839079 6.76916936755306 7.05224635229932 6.67374054871809
+"ATP8A1" 7.68808741008757 8.11047776998194 6.44833725452137 6.98538526508502 7.60476501171712 6.64653550917514 6.4630895195957 7.40260177524984 6.556518279725 7.6151939940286 8.22866708465837 8.02610581426997 6.10913820967821 6.41324119463865 6.33264151134308 8.87518960647583 7.50776126191431 8.67719173764814 7.59622475311627 7.42031253732692 8.16182254194602
+"ATP8A1-DT" 6.00864914376847 6.17007248696622 6.19201428544831 6.29430090802031 6.13850368500529 6.32564040849102 6.3084530189576 6.46964488619953 6.25947856848593 6.41694060518079 6.29430090802031 6.44799701572148 6.39920564573774 6.20798747913599 6.11406350177977 6.13850368500529 6.47867968071689 6.0580826474935 6.28850598393713 6.14726415556897 6.40146105084736
+"ATP8A2" 5.62231435041032 6.51474277804566 7.20544305303605 5.8668976310647 7.49161123825038 6.83652876512457 5.8832777492361 6.41986021691957 6.40806531699887 7.44929741623546 6.1742343181955 7.54785913670188 6.18525411831997 5.9972591789198 6.20103333103777 6.69027335729959 6.79515648171516 6.47111870215094 6.20656063299336 7.70378114247239 7.471478266228
+"ATP8B1" 7.80509090902089 8.07033407516251 7.77135890272561 8.36725624303101 6.99650660115674 7.12941871323804 8.30917385825792 8.26668020985252 8.29751914651573 7.69566398798211 8.42529233012755 7.98380101452603 8.629951824775 8.05738777867016 8.91473757557275 7.46876287026573 8.10750475467905 7.32373782355367 8.34833369718037 7.4145441749351 7.82978566370327
+"ATP8B1-AS1" 5.80767247849831 5.22617066571974 5.55890411844152 5.42674155310257 5.0961448242218 5.97652212446285 5.3709191719235 4.89199300149595 5.61083894678588 5.23904910650785 5.19536453960972 4.89692757082312 5.23904910650785 5.36103349056153 5.48903645426737 5.23719435915013 4.84551920180213 5.21972887162397 4.98219207942494 5.25552612869441 5.23904910650785
+"ATP8B2" 8.09253726883459 8.10749471632697 8.52494587203325 7.95670829098565 8.29306102859104 8.65495220655043 7.86333922150254 7.89243306805421 8.01445834649603 8.06856616666221 7.7464496007374 7.85431743807742 8.30676974159189 8.25840548201911 8.03541009156355 7.5351371433231 7.89033347546503 7.98973712362051 7.79970112616092 8.12245797204836 8.01445834649603
+"ATP8B3" 4.54751080496412 4.24754766512489 4.28350475744708 4.50962981881946 4.32224766097159 4.50296633541067 4.77884502374575 4.1488365778715 4.33029039196924 4.47898529604744 4.08431669547802 4.41592289510102 4.58609377957979 4.62142070330257 4.56783021436171 4.39853062886915 4.46917439304036 4.33553280450673 4.37921636319143 4.11614665930822 4.39853062886915
+"ATP8B4" 4.83851391392687 4.48231524735188 3.65313543695513 3.62506216248399 4.2922054942245 3.76785051557979 4.03802303794755 4.33414807925826 3.87390069292618 4.10861640827694 4.07317585236766 4.00106464085831 3.91843012101966 4.1366903182769 3.71455464616475 4.15255425050641 4.22817199728659 4.75724303832566 3.79422746805715 4.75242433372844 4.57188379852064
+"ATP9A" 11.0662987725033 10.9857017800445 11.5651348168733 11.1992153126297 11.5271613404754 10.8448018223099 10.0211536758677 11.1657017668475 11.4452155259063 11.299715774159 11.0925767824889 11.4987379617314 10.5148987938018 10.4364593511625 11.1538192454362 11.2052955736884 11.3357624745799 11.2738310792731 11.0888267272812 11.3844003615524 11.4801913001153
+"ATP9B" 7.25325057693074 7.41307518069449 7.49609419813719 7.10239412950035 7.57485403704888 7.07809371894607 7.00948567071737 7.46500325928612 7.40400829444117 7.19536055605781 7.53577607153217 7.27582398871756 7.22146555815774 6.53771572660784 6.92063837119347 7.31002939189452 7.34671077522692 7.50502950734596 6.91076888370983 7.2212970657423 7.27540314569068
+"ATPAF1" 9.30495639624947 8.82302645617852 9.06594917908577 8.82112717958611 9.16662095748807 7.8742139434052 9.64481426344571 9.20082408390001 9.12738825161124 8.88200494588523 8.94164674620802 8.6146948291086 8.65855416836552 8.72944305149254 8.99925150594844 8.81822279704501 8.69946974195688 9.03746246196383 8.93119416786108 8.93097784867807 8.65158058586959
+"ATPAF2" 7.36486339667668 6.76048643491921 6.98733556940294 6.71523983072941 6.42206440465335 6.59175973140154 7.02524663811733 6.92896510247174 6.64152302013824 6.73690814416653 6.94024105239906 6.7100917278736 6.70682617809568 6.92911942099716 7.03663915144396 6.87037501873411 6.56460596312176 6.96613241473902 7.13723921605972 7.12339431919555 6.69047063598248
+"ATPSCKMT" 8.11148596068215 7.88610146391403 8.24540414385366 8.18230648231339 7.94424795246499 7.61523539728913 7.89521310517725 8.17257715076052 7.948467398744 7.78440991749245 7.88515546551953 7.73003904977586 8.18400551612152 7.57120741034696 8.19109920077047 8.11378820937091 7.799752142739 8.18411929413327 8.22065223997141 8.11255722197839 7.93888756352316
+"ATR" 7.52509565241993 7.86285315952428 8.42805677761246 7.63371789087795 8.16182254194602 7.51159477942186 6.52734595588509 7.67171951683202 7.41602388150542 7.79707874139532 7.91183229563171 7.72235882762065 7.65396968090715 7.48667117421746 7.6937297176039 7.89684230364545 7.81758810372549 8.39210073570903 7.60192062284796 7.87508183912839 7.9747502281997
+"ATRAID" 9.42077516252733 8.96605951211187 8.57981834949039 8.62821883185712 8.79629127136249 8.77119153498039 8.75553523120814 8.72412925165679 8.64554102707072 9.01722313807166 9.23151352733344 8.72428346000559 8.38640213081082 8.77272987689133 8.59387721912534 9.46168684178983 8.622074215494 9.42515995163286 8.93174051831962 8.87170410189201 8.58062497035181
+"ATRIP" 5.95478167472425 5.93565744903606 6.15382346811738 5.88925639542741 5.97253996842095 5.91774824537558 5.9433406800955 5.91075924067529 5.72223287824833 5.82030409869812 5.92915201816146 5.89139215452555 5.6713192153247 5.70035410462155 6.0010745225068 6.15243757507913 5.8184940144995 5.9721574541798 5.80193868956012 6.02627575398618 6.02356492876752
+"ATRN" 7.85068703340818 8.58843737222923 8.90535937381758 8.69687981930353 8.97907136589887 8.26191502889485 7.9962734155232 8.40606580238001 8.74450531055109 8.71639485491863 8.50967631659528 8.57282099135582 8.57354183673081 8.10045026242737 8.31791333498279 8.40643313471985 8.70340642671678 8.77188813721974 8.35607827061154 8.66349515395461 8.77219766775551
+"ATRNL1" 6.1828331245527 7.98405511399451 8.03178758595402 8.36493866217694 9.06290808458511 7.15137524287991 5.6869514242089 7.55937834506203 8.75141859003883 9.14047509472323 6.92250907038882 8.49829721853594 8.18719190152574 6.82908175947033 8.21332435322998 7.7857648939336 8.66097748929931 8.32720367668892 8.08969687907533 8.74376891669377 8.85414608656232
+"ATRX" 5.86781952094142 5.8208483236395 5.33538642505818 5.73586417311183 6.45461774914727 5.95164898301653 5.19710631165851 5.88371274044647 5.98756175699648 6.35641135061711 5.97464554666434 6.62129115823237 5.4374277439479 5.81855951038319 5.09269903019829 5.32381578892034 5.7095142409338 5.34367930097653 5.8653211995687 6.20690026848484 5.68252365059641
+"ATXN1" 8.29226220097077 9.12118287049115 8.61795866780055 8.51035287371494 9.4081910651719 9.82015085135217 8.13028878010875 8.52013344955069 8.83742019661326 8.96525223667162 8.97880473343763 8.76039429221393 9.34738303155596 9.196317550867 8.62104639042619 8.15904339065478 9.9883364948067 9.22757336434618 8.70749125039274 8.60098923058507 8.61682197608586
+"ATXN1-AS1" 4.79980760322345 5.29377728459093 5.43689194083688 5.10974797954426 4.91115433557081 5.41548321336603 5.03977341876915 5.12489823709505 4.97839779460614 5.30883694184522 4.95311187424028 5.39517159111459 5.20981235130957 5.15318854237334 4.83851391392687 4.9690912026929 5.23751585774338 5.28313140871513 5.21127466058548 5.6150448822682 5.15359609709722
+"ATXN10" 8.42632989046063 8.37771027119116 8.48029640104926 8.27105117592251 8.52181642061836 7.06777746831427 7.56917873683245 8.39748450757652 8.24231801451806 8.60886139710157 8.43183865536492 8.5585596549933 7.88275521562335 7.59873811026588 8.01139520651522 8.51601472658661 8.28406470489237 8.2706020106731 8.18059236252132 8.95253764172921 8.50991786551256
+"ATXN1L" 8.90023536145072 8.66424712648167 8.9215692217251 8.5015292551641 8.63142213150007 8.40577038813506 8.58946484027712 8.61064548473266 8.67226341911461 8.1378763582999 8.87008995961692 7.93912823565705 8.35331830135786 8.74497807969222 8.64599164599184 8.58358446268918 8.38711955092914 8.91104845807831 8.368103862184 8.27395396927669 8.28271845945602
+"ATXN2" 8.09256282580669 7.9832723286239 7.88623070737551 7.86796095899069 7.51870528937497 8.31953519470456 7.72276462860322 7.84342098927393 7.79541289708193 7.18346719511547 7.74790930561436 7.78949590059573 7.86622861991224 8.10126243613337 8.18608556686651 7.80605731215014 7.7932605348814 7.822891130415 7.97424358616925 7.51378439279058 7.66666629415246
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+"BIRC5" 4.75636925678598 4.91685276457178 4.861989391885 5.18562400056438 5.25240747018264 5.06483594456867 5.05233994202793 4.70392172367611 4.8774488503768 5.00660925081492 4.6263802749336 4.84702966111661 4.71080400010289 5.22209266910451 4.8723738368019 5.01048189232019 4.76551458257467 4.88548364385296 4.88548364385296 4.80681155175072 5.01505074112754
+"BIRC6" 8.47441412478781 8.52994945023411 8.53339765513079 8.3011965218144 8.41211921306581 8.20980801472994 8.01951034597994 8.15069217464498 8.30866942885755 8.19198864778098 8.60894857824427 8.19478697051513 8.38485103944693 7.81875897138117 8.00308085680768 8.96891832185288 8.45729234145448 9.27845945857391 7.89737027235013 8.25356897430372 8.30749974837128
+"BISPR" 6.20217142209767 5.37219156193519 5.52597382231941 5.55693173211187 5.6584263504526 5.41276544612996 5.61672288363457 5.6131283651316 5.58998915888436 5.69963914518055 5.45759249222817 5.33763059347294 5.41917581322729 6.15219270513643 5.80259707072767 5.48089915143286 5.45296733954985 5.60227409690574 5.60215781130582 5.7100325370602 5.56457829313512
+"BIVM" 6.34996738697966 6.92958896786867 6.51090820999459 6.45278743753441 6.26329664042115 5.60703375248697 6.05620130341418 6.12994259442897 6.80005458067239 6.64033332087603 6.57812915291953 6.45012459434505 6.30997109772858 5.97920810807948 6.26156645797688 6.53328106740086 6.66228556855066 6.29265935961261 6.29157768439854 6.71694416838411 6.6136683154503
+"BLACAT1" 5.10441700321055 5.13203538946177 5.50263251591535 5.08268317427121 5.76247594498914 5.05548211476626 5.59353013278447 4.97523716173377 4.97926732320626 5.22679021418579 4.59759560306931 5.09460596720743 4.93779438031075 5.2179406929925 5.13987251543836 4.86986392122983 5.12259810008828 4.93597865940304 5.08360416343264 5.30575430769071 5.17410878760125
+"BLCAP" 10.7024548752325 11.0575363148783 11.5090591843394 11.0083413678711 11.25824256557 11.0963390154448 10.6766325398692 10.8560678399849 11.1481768959365 11.3008655265231 10.8330488916985 11.1383825771089 10.9086676147071 10.8865359380284 10.9202475256586 10.7434768728338 11.0418008035454 10.7297245921812 10.9322895830036 11.4281927904047 11.0978303546137
+"BLID" 4.25293728067871 4.17863196778099 4.22661195014595 3.99008028664154 4.10605332375826 3.96700784494314 3.97521665806832 4.2493817728559 4.42105438895217 4.02956251468854 4.13021834415885 4.37744984726002 4.21971147402758 4.16782152535439 4.28345129505612 5.17859435118756 4.42240099209936 4.27818716055613 4.38267801884897 4.26779254310611 3.97803630159445
+"BLM" 6.96993475444318 6.8416797932837 7.04100075105872 6.70116278117508 6.71727620290492 7.36065068964442 6.73634903731991 6.98798295765125 6.65195121822986 6.51411042893356 6.4119182616782 6.38960039645863 6.8127928574001 7.1835175079218 6.90001103947905 6.55951480992183 6.11944100570382 6.33477976977294 6.43654419385775 6.4079024329753 6.17271985248214
+"BLMH" 7.66128837940399 7.48079152586404 7.49901805329718 7.30377579862067 7.66632686685171 7.51303186037596 7.40647933240884 7.43248603352504 7.15072792988087 7.5710527824386 7.46270477067661 7.66374151260853 7.07206539184695 7.3651261113759 7.19310099900505 7.88528791940698 7.54216024406974 7.76519926418701 7.24833699997294 7.84522385456639 7.62060033165774
+"BLNK" 6.98081922785676 6.37514771516368 5.39256889886875 5.5628164760116 5.85632526706985 5.098964268107 5.662358559123 5.18386886307172 5.79878790264699 5.41421452851319 5.96118582928058 4.39315473776924 5.92200537342955 6.20205389731231 5.9877436992298 6.50507634583104 4.87802961685015 6.83881917261845 6.25913808418659 6.4461435254899 6.40027594382357
+"BLOC1S2" 9.8674716908943 10.1344710050443 10.2537265107343 9.91657252968951 10.5072938578145 9.63800452978186 9.36698419694477 9.88566939023863 10.3241274283064 10.6750630168136 10.1084805601918 10.1527984525295 9.9684698983386 9.62784892159874 10.1564549332606 10.3900238732635 10.1527984525295 10.3594163982968 10.2161040144762 10.3207647057888 10.58564455354
+"BLOC1S3" 7.1889874415666 7.13586149829972 7.34962495295766 7.0450262983598 7.21912710898823 7.48432258336911 7.19289068016816 6.8222565268781 6.73882698812977 7.06800168872126 7.03040110842393 6.800265828907 7.04029151883567 7.27825314970755 6.98949010902177 7.45229924325306 6.81666770209285 7.49806704336696 6.88844764957595 7.21336006029877 6.90171967094373
+"BLOC1S4" 7.18017463880664 7.35651202732476 6.97493331813024 7.20346614286036 7.36596694711826 6.56813280652834 6.99974780355813 7.210847809933 7.10939925996449 7.44636148261778 7.43409875270783 7.01916741486136 7.25204742771898 7.23918320312767 7.32482720577044 7.33240557161791 7.15230194156245 7.71631721009229 7.07837981825579 7.50673009163776 7.32779314129501
+"BLOC1S5" 4.96270993249611 4.71227569192263 4.54552211134535 4.41198729927917 4.45618306950722 4.61993433570359 4.72083029964895 4.56629787459463 4.48238716842235 4.30082369996913 4.64586590905638 4.30927204367648 4.50093302461764 5.00690996790024 4.78447994247241 4.69969784331071 4.65323688233241 4.97983644611423 4.74369507223646 4.61124062612391 4.32339792352312
+"BLOC1S6" 8.08439291358021 8.11535584813074 8.00756877905976 7.89702824698149 8.55077031614418 6.59361593165903 7.58759791207831 8.0270040243776 8.55061280112137 8.73989235447123 8.36620980420897 8.58510862669152 7.79585247593057 7.60377782685193 8.61550328755236 8.55670362899367 8.31758816009881 8.37131625397968 8.28119191721022 8.52345333594903 8.46066808769283
+"BLTP1" 8.40342896375436 8.18880648882127 6.82110088982185 7.44289541370269 7.48557585166322 6.79718473499816 7.65264725415578 8.04191994290551 7.50450232177578 7.84376929902233 8.05995688405642 7.69653721587941 7.13635337666635 7.42176128006914 7.03533501734575 8.37152145654555 7.88995538602261 8.06640552077738 7.51957367662105 7.78490143376788 8.01351937479814
+"BLTP2" 9.44095108572126 8.96676339724872 9.13624390232717 8.93007775899069 9.07861192419415 8.77934860147323 8.72048680543744 8.98114538941364 9.17024489752474 9.45001801488485 8.95015955791257 9.22770556698871 8.86947761860147 8.99408632392252 9.00369317728815 9.12883858276074 9.07094448013304 9.32184681153612 8.95667392039807 9.55897551407733 9.28693110852026
+"BLTP3A" 8.31117553220506 8.15267801808648 8.08564708450012 7.64209790389694 8.00855987124109 7.78025808649308 7.56501418153084 7.94171831697262 7.69727591395527 8.01274986965942 7.77206612278749 7.91889970006717 7.63113493234679 7.87493015579265 8.13933901174988 7.76942101538646 7.96626279480197 7.81596273536502 7.74407407896198 8.06072898040008 7.91889970006717
+"BLTP3B" 7.78473795324159 8.40249188690129 8.45447344096656 8.30463759353189 8.57907205487508 7.7214981858136 7.40133808450103 8.19896435662043 8.71486564919459 8.58016656235971 8.32450037001987 8.3897242651604 8.48360244629162 7.68189539963056 8.62616952116943 8.3319858857274 8.61321632800051 8.40249188690129 8.33009063240467 8.21654905632925 8.50314786173795
+"BLVRA" 6.56777760043105 5.85002799809562 6.11682600596914 5.89203432885602 6.49889362519127 5.54450087133998 5.87874638746721 6.38586673202084 6.18995552366738 6.70050978859017 6.18241970740759 6.49684657596471 5.592365972978 5.87281550250552 5.80699241629119 6.18241970740759 6.19398292560128 6.33691724400592 6.08250301110982 6.87690289572095 6.37082100721493
+"BLVRB" 8.50187466223373 8.21388614196152 8.3538260586846 7.95402042517842 8.51703725767207 8.01743894855796 8.21733447180762 8.41075358044753 8.1033525865972 8.58292208369292 8.46998463801157 8.46558394357376 7.99689172384644 8.10597283080869 8.11865482423388 8.28168245359379 8.03352604675501 8.21200622277347 8.33190309344131 8.70580503421166 8.15255405391824
+"BLZF1" 4.45012086643209 4.90891536730434 4.89066088626294 4.92214520841734 4.99913575119288 4.42650779999862 3.97817677263298 4.60955819860347 4.75630113067931 4.51560114208038 4.80069416685798 4.61902133122789 5.0366849001105 4.46069436556073 4.90122496205643 4.83851391392687 4.73190766632419 4.86899505494937 4.78649533609898 4.44094432765279 4.87598852855677
+"BMAL1" 9.17097162936642 8.76883067263739 9.20451317257054 9.33235134550317 9.3144047784297 8.90364391259907 9.09616036309429 9.62853676617894 9.68599095554632 8.97666157999776 8.62120214109263 9.39933660380307 9.55183215555461 9.01759633048809 9.90770574636476 8.33943782278372 9.41634323698861 8.91151404142428 9.1219659638526 9.13639654071137 9.1704749468778
+"BMAL2" 5.3983371804502 6.22424762364907 5.6016257670312 5.86310298286665 5.99398254095908 5.16884605701862 5.17017747365544 6.37283601495035 6.45255103330657 7.13570653786454 5.75491006088281 6.45094170619758 5.9117644509061 5.79534692225304 6.36521928736662 5.71144805787383 6.74255757813473 5.49774134353164 6.10343657973933 7.17134540111645 6.54588646081211
+"BMAL2-AS1" 2.84475813171362 2.81641428639624 2.94254010643973 2.87069464139811 2.8047933662525 2.90838130735075 2.93720041880464 2.77758780196377 3.05583511576324 2.97614898048618 2.66770106516973 2.90580510287584 2.95279334411054 2.88906486166545 2.87069464139811 2.88345996132337 2.85663901577978 2.83013962247383 2.83885963661242 2.90399337806297 2.91724273325683
+"BMF" 6.92933471618854 6.56846777138554 6.39895132503548 6.62230730554997 6.3221669226747 6.96181248700238 6.94806038456837 6.69064642850146 6.58362259943909 6.49977028202354 6.48304800836103 6.58362259943909 6.81549097467842 6.86044760451307 6.51090820999459 6.44801515093081 6.60544023303886 6.40140372015139 6.7289506935434 6.41755486876755 6.55063334906895
+"BMI1" 9.55949989769984 9.61505478253327 9.59366292020052 9.87723007149891 9.5641469078977 9.81814352151734 9.6420086501508 9.56143982811053 9.89501801056869 9.52585270994978 9.89662998409116 9.41926447920889 10.0199105350543 9.60323105875671 10.1721970093421 10.0950122854534 9.72166286062311 10.2219396934983 9.94735896212155 9.26846080741139 9.54180653555751
+"BMP1" 6.59136405307149 6.46144314805859 6.40135695647291 6.85191560923326 6.33145645928902 7.31626885631542 7.7537927902724 6.69376520712179 6.83723433024348 6.50262690083148 6.1788273306191 6.35363442058854 7.00226018189651 7.32584229263485 6.88329611048383 6.29527450876689 6.57211362354451 6.30627486136183 6.82874305789312 6.52476139050856 6.54588646081211
+"BMP10" 4.49497619638741 4.4888373740598 4.70545819401338 4.77999542399143 4.55485579511452 4.90690278904151 5.16007204853499 4.8013201708362 4.55340606374574 4.54892948765034 4.44337688770008 4.75166071135143 4.77755540481597 4.46802316786512 4.90340221688688 4.83388180352164 4.67741581378734 4.66803278191788 4.75125438956962 4.78615506727676 4.75478429849961
+"BMP15" 3.80758102071239 4.06584347022256 3.77126080525882 4.19029427405356 3.86921615040883 3.70275993424345 4.17073961156113 3.86557008971419 4.02985863960038 3.99484280118105 3.74072444230171 3.96511277398571 3.8051697629842 3.95958312662866 3.94596707740957 3.83368316453806 3.84054160309622 3.92229520567373 3.72800890306423 3.87389576117085 4.0484743422579
+"BMP2" 6.19998504616585 6.48952327402124 6.4858528567844 6.47652885742868 6.35247112104358 6.93072614067522 6.5654379378787 7.10944665041754 6.11591005199887 6.37774588603237 6.50815434157698 6.75569390315699 6.44811637660257 6.47575592368406 6.57014578095806 6.53067152679841 6.35400439380084 6.60040859921555 6.32136389612776 6.70061752785571 5.93575188629538
+"BMP2K" 8.98146407846946 8.38808740732924 7.9807413189023 7.95863043890609 8.05946513945275 7.23610622301844 8.14029032573409 7.76122574185963 7.69339491635152 7.65668125831418 9.04454701459604 7.26459088218341 8.14208699500167 8.11394235464911 8.04746377631131 8.25539472221498 7.83418880581251 8.00858381556431 8.14386511346412 7.78646302653195 8.13263437775983
+"BMP2K-DT" 4.40328963826902 4.38277307900857 4.38277307900857 4.38428022726564 4.21368069738532 4.75391176901744 4.66803311099489 4.40685395998319 4.55556380555426 4.14842509513936 4.42026487931174 4.1922030133974 4.64931499046276 4.3405613966912 4.45970817787728 4.28868979489889 4.40731784185727 4.04029731670158 4.4389905349606 4.25655366890497 4.34163119489821
+"BMP3" 5.01930675905172 5.01590258251946 5.05857717412055 5.13254939416289 5.03125769960312 5.39256889886875 5.15535891498513 5.13425530119487 5.18185340524073 5.26265897708434 4.92291576418777 5.19532259915578 5.13254939416289 5.46302735402342 5.13254939416289 4.89239429596979 5.02589202403131 4.83253003256814 5.13254939416289 5.28555541462413 5.1329131023016
+"BMP4" 6.20060483232386 6.35547573730449 6.62955058258935 6.37385403429126 6.95371336136924 6.73747684424477 6.6058255029948 6.16338232955149 6.68516300833211 6.81762824192429 6.04319055050702 6.54235638217653 6.58934218243951 6.83701267723491 6.41830878402999 6.35109074779299 6.38462143531074 6.44195783240235 6.49789500239539 7.48975862092244 6.38586119585113
+"BMP5" 4.44753076403701 4.97078882060694 4.61819984348884 4.39614754648139 4.65591419391025 4.64654118460187 4.71644627579742 4.56996780952903 4.80880379499071 4.95771342590708 4.39234035812464 4.37276906366109 4.50051622921092 4.70988535971239 4.13727933662463 4.60436485770772 4.56832275597059 4.35659154131787 5.45043114913818 6.98496276993549 4.57512919121534
+"BMP6" 7.43183151762956 6.43102274192301 5.86246808103331 6.28259180365633 5.93586943531218 7.2154599815097 6.76247349710297 6.34891183244673 6.25975585486541 7.21992821915248 5.67593138489352 5.7950491030672 6.3850449786764 7.4854175066395 6.02786303860413 5.90292857811678 6.443834933189 6.38579163049203 6.73398808550789 7.44646816376339 6.78155689684903
+"BMP7" 8.24788224158801 7.98139832753716 7.17971875897329 7.76853989504387 7.41860042106555 6.58023974320155 8.23935859543781 8.04910175789427 7.4970274831652 7.35195724978238 8.22649411604376 7.17245046045813 7.18142142669862 7.41351706217819 7.18375514659856 7.68754620663827 7.43382514551137 7.09471948600208 7.58223739904446 7.49493402067295 6.79642059037161
+"BMP8A" 5.42411706728702 5.36618024801049 5.66527197731348 5.52296720371439 5.47355820422152 5.40243657412952 5.50290238189617 5.24760474409707 5.82826076533354 5.48747450792551 5.19428440752415 5.46049976254501 5.70359670769409 5.76823184469406 5.48221961444116 5.73231698754802 5.33902938824424 5.37522421249729 5.48823413328911 5.53147984400162 5.19702174252451
+"BMP8B" 7.00875411317086 6.72649539530129 6.68820518897817 6.6818059961014 6.37665252060551 6.95482136747765 6.98216075172818 6.6818059961014 6.364592331161 6.5873086165369 7.09025804649162 6.6818059961014 6.47048184759707 6.5793184786918 6.73344450135051 6.81545320521256 6.54093065486566 7.59302600963384 6.94754293981782 6.32206038185461 6.32859388741032
+"BMPER" 4.09370976606578 4.90303783672842 5.48585301726628 4.48101624424806 4.72601954699605 4.53552366041602 4.29526381876907 4.36090326646406 4.58463362953204 4.57056121902625 4.17897197712706 4.71749951110145 4.60403622141447 4.20982540991159 4.54829433496754 4.37253480609131 4.63493655162978 4.90470384286066 4.58463362953204 5.37357819651609 4.69933441708862
+"BMPR1A" 7.40458545312609 7.08810257728996 7.08598081140092 6.85397603550228 6.96130250604088 6.5728380978364 7.41206973666925 7.27148533344061 6.94167465211563 6.80654310118223 7.3907333692508 6.577830808322 6.6376309062096 6.84325853434133 7.03055344664321 6.88899540490612 6.60046078887951 7.36440105648916 7.10694880461781 6.94118233987951 6.52000433357114
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+"CARS2" 6.02451369988472 6.08866833249608 6.37678526438225 6.12978989754536 6.42547986960748 6.49652106934548 6.47092145710715 6.39384491601498 6.14094555001508 5.70455667167215 6.05589271715385 5.99869821251884 6.33460504397454 6.5981048270866 6.58401594165644 5.80086547691839 6.21860073633632 6.49439967934064 6.32167564609799 5.68721441107889 5.7156652780394
+"CARTPT" 7.32965009981621 8.13066307400257 9.34768763564058 7.88478536966441 8.73101646889969 7.27803097738258 7.20904874364672 7.64418405289405 8.13323481512146 8.29631226713838 7.50976142969487 9.36999024763184 7.99900417949073 7.44614925460347 7.54088954049693 7.43275059682992 7.93989841779224 8.13846068352163 8.26926662046331 8.37594643841648 7.80775393597997
+"CASC11" 4.77073664297715 4.84601758196057 4.64954484895337 5.00309831915892 4.74655280158577 4.75391176901744 4.9414245812188 4.88167071756154 4.79613134910742 4.91912212229306 4.7256540518475 4.79465790282249 5.13169755808259 4.97655354460533 4.87178155670733 4.95233265552173 4.92783667974457 4.61552486600255 4.78803548089851 4.73535494902589 4.85567400806463
+"CASC15" 6.5698769970694 6.89742217361953 7.05741336596542 7.08155645477521 6.73317899584138 7.40228690994167 7.78935657670619 6.82560269065855 7.01714163905033 7.19073819215845 6.84349149846346 7.1938180250703 7.20993534929496 7.40620640047689 7.07213667240303 6.73932265880388 7.06645513872941 6.76292584728816 7.22769455407219 6.89396673214103 6.95426747079359
+"CASC16" 4.73159376447312 4.65238838590816 4.57109226081891 4.65238838590816 4.83455058666055 4.47220886198248 5.12746650795198 4.4970700588793 4.83061117002937 4.87423679595065 4.52149128880747 4.4440218150435 4.72083029964895 4.41381614548043 4.59220158570605 5.09971978028645 4.65754945846736 4.39894416286215 4.49363718455321 4.79123011442907 4.82768688055357
+"CASC17" 4.13529877313928 4.26475627704066 4.01615771219074 4.37564846328787 4.15650829308871 3.95520753929674 3.89296025647939 4.13195079065945 4.18367146585353 4.18609478859574 3.97291639111942 4.17293936466728 4.17389625872567 4.2246527330213 4.27786769056393 4.13529877313928 4.26231442656752 3.98338786291756 4.16990878490852 3.73580816599303 4.07364032976848
+"CASC18" 3.44701556841252 3.57617326204927 3.68586746783004 3.8624432875782 3.56685200279448 3.75921247511402 3.8634539042648 3.59491810304024 3.85314664967995 3.75805326285004 3.52578104068782 3.68586746783004 3.79629562655675 3.83125215649209 3.7591199182252 3.29876296176528 3.61255418406398 3.48401303533419 3.68586746783004 3.91977967638055 3.69299600365429
+"CASC19" 3.90440071703958 3.93267810830481 4.02697705571766 4.08539730151112 4.20740523510731 4.02952345223124 4.01056793254688 4.17136228461073 4.07075265971337 4.00137600080262 3.97432789265032 4.04306874709636 4.07792606942969 4.10715290997477 3.93863417451832 3.79205035485368 4.05470893787694 3.88509171534632 3.93572993773258 4.03904564176288 4.02032202406761
+"CASC2" 3.88209920233657 3.59538573043538 3.39769799506228 3.49343776713031 3.30670299178152 4.07792606942969 3.60164570807091 3.49729089802595 3.28010380859414 3.27268741563429 3.28532640287018 3.2887798706607 3.26244654034156 3.7078763158966 3.39924519077761 3.32779854713401 3.28372489709899 3.44927333376118 3.39314253545362 3.57065159798244 3.3489917676423
+"CASC23" 5.88164073423473 6.05962834716509 5.96784043384945 6.25528751060141 6.14444905819682 6.14774625169775 6.2369021113951 5.95211978447067 6.296039363886 6.05962834716509 5.93319281336334 6.05962834716509 5.99624472099266 6.55605442244513 6.24338212256679 6.08700436905291 6.02718651563368 5.90680565571731 6.12157322570537 6.05495697939809 6.11775764126222
+"CASC3" 10.2765192886902 9.62554992854337 9.75659460978511 9.51990368902496 9.47622818169404 10.6871972003618 10.636253918396 9.9446448193283 9.84225909254266 9.59976516489039 10.1003437861653 9.58099922512609 9.99530471218772 10.3337617834522 9.91597787669252 10.0135788840199 9.59164075547693 10.1094655633129 9.98131110527849 9.40802532926122 9.60278564210212
+"CASC6" 3.44909555853552 3.33967184431247 3.33709692500772 3.43359552805148 3.5281910975499 3.21298117002204 3.42458474433576 3.43359552805148 3.89750769692117 3.64322249025775 3.27420848537286 3.4256659121423 3.47339340470736 3.45563576246558 3.4251403794949 3.63921758700544 3.51860606914767 3.28275826951234 3.47607918481311 3.45896464880715 3.5141582795177
+"CASD1" 8.56702358148294 9.37364026114119 9.41982604634968 9.01722313807166 9.54174902457392 8.90271538541935 8.0574386420169 9.16941678873466 9.15647327471013 9.47844495075822 8.94884081795342 9.30739060719102 8.92503911001391 8.48092939379903 8.91326203228145 9.38166010573856 9.28003224503485 9.4728966284144 9.05671197319982 9.16941678873466 9.36021899107708
+"CASK" 7.03740060682031 7.06916159895058 6.12476759546289 6.526944703887 6.75351921389404 6.26174296666285 6.70839842084282 6.80729791084071 6.39487517988831 6.58003672720706 7.38024196754065 6.52681225545626 6.01161649893824 6.24238568491736 6.23676571842416 7.03663334067087 6.66525947363138 7.06945289747264 6.57633286257898 6.39538014174606 6.33153037895603
+"CASKIN1" 10.2582705246735 10.5448946912562 10.9052552386923 10.4417368836035 10.4162471349616 10.7581024710023 10.8253742319634 10.4904579156586 10.6717869342859 10.5114609372485 10.0135306152835 10.2238417418303 10.9535181246623 11.0063630729739 10.5985023120004 9.41354365996376 10.4051232650347 9.77920300117132 10.1945621637617 10.5886153250239 10.3602296863455
+"CASKIN2" 8.58022924826795 8.0373844301913 7.8527226582397 7.79944856406199 7.8527226582397 8.35526281894905 8.05344103066711 7.95677785395403 7.35036917174116 7.66325238445941 8.07516503273775 7.73829446553951 7.84446587023285 8.32726526204142 7.18101064597759 8.04159113605622 7.71771508792128 8.16134269353849 7.1928843873583 7.8527226582397 7.50518743960322
+"CASP1" 6.88374115393533 5.56436471857629 4.66664413700632 5.58878543156128 5.57479351960249 4.94041080946201 5.63042227624326 7.02595333082314 5.09122390903668 5.46955183605075 5.47464019316915 5.07219473959106 6.16204478972286 5.67728676845146 6.10082397250699 5.6349597205373 5.33900789653973 5.47060447904502 5.84324372846256 6.29585782370279 6.37845446668022
+"CASP10" 5.90147598327041 6.00188637177506 5.73198357579684 6.11937582774393 5.98894760586642 6.02499284775343 6.20569537272029 5.78318922937944 5.95198717912348 5.7781156172216 5.61008702773137 5.99124011222541 6.07352168482983 6.4397769020219 6.05752021607013 5.95198717912348 6.08462548424215 5.64284030256436 5.92970487802633 5.7662511083396 6.07517989397092
+"CASP14" 3.77469548704669 4.04133697179538 4.11230750218476 4.32309620382896 4.32521243623864 4.21186635735083 4.49993925095603 4.19818030628423 4.36614173631799 4.17781629369863 4.12805919171143 4.30291884282523 4.26784435623281 4.28138075546119 4.1668111855654 4.43722842340212 4.31456619233019 3.84054160309622 4.19818030628423 4.01309458661661 4.33304621631536
+"CASP16P" 4.10385926832492 4.26484499897195 4.32738745046268 4.5570171005811 4.14227845164454 4.53552366041602 5.00415433071589 4.2950572840823 4.43611257553068 4.537699768961 4.34259577549594 4.47578307397831 4.53846302544399 4.80572176516976 4.42653036726055 4.31590426033415 4.17371298329604 4.39303323892214 4.43377458248615 4.41806546055845 4.41328671503737
+"CASP2" 5.19544127579006 5.26902517162131 4.88288803109864 5.38436899615261 5.15633552199946 4.36376333690495 5.19018361370205 5.15633552199946 5.12803403233336 5.11479568065196 5.24984438710256 5.34739792575563 5.02114739605508 4.79900549975654 4.93784535392421 5.64410298686496 5.3223857100706 5.12489344162968 5.13188552307206 5.15633552199946 5.31465549260014
+"CASP3" 6.78793847767978 6.75249277275377 6.52438302013644 6.24920565494716 6.292793312375 6.44620043156737 6.66576122473134 6.44694481393302 6.35353055917285 6.29687665105531 6.8407937523046 6.14893618509495 6.36971946110492 6.34919033342119 6.62036642613006 6.57383352754342 6.25375620139275 6.77696221701246 6.39687488385421 6.31188507993433 6.14714974725054
+"CASP4" 5.5828842458856 4.35730807973487 4.10246670667321 4.47975262405947 4.1604510648709 5.66107116988213 4.42031943508224 5.49978870684523 4.17088855631928 4.51365792140746 4.23109737613271 4.81248310705873 4.78118392744103 5.04762018077141 4.68166064583432 4.62142070330257 4.58233678077455 4.38988452754654 4.62142070330257 4.69389650667565 4.63885371769151
+"CASP5" 3.88547139029634 3.66460139364954 3.58387896601217 3.69468528676166 3.60106350806329 3.59543530792133 3.8775472045692 3.66229204656363 3.58657035912302 3.61035957979011 3.59992223332191 3.70022956777569 3.84415718907257 3.82936953423706 3.77216330589925 3.75908476184148 3.66808011191282 3.25918999611982 3.80927923637074 3.6254898786378 3.88230250893898
+"CASP6" 6.82660757836189 5.76756836280845 5.94283376913469 5.90636036716489 5.91240772944875 5.69050004291591 6.41982846499402 6.09502701656942 6.2895675895798 6.24271693297231 6.01709308469784 5.82164106843374 6.13008488849614 6.16670104722358 6.34793048854864 5.87816789014903 5.84076261449633 6.11353251584043 6.12368811395431 5.92537416606019 5.7317079204
+"CASP7" 7.08664957494075 6.61369426664057 6.98905430021645 7.42366832838735 6.94186276637654 6.6130156911524 7.17685082819681 7.48655574596205 6.67356805313186 6.53742686094525 7.1150461589876 6.7284112376034 7.42583097809933 7.11851024828355 7.4688881588096 6.90237709266814 6.5598819321169 7.00753502344814 6.86348826313368 6.32800741989449 7.29292564549583
+"CASP8" 5.49661481584568 4.80793477563014 4.78760017863145 4.80351612908202 4.50032888639188 5.60689954019619 4.99985702330165 4.80146711216102 4.65559545667539 4.76717929068731 4.88496373583182 4.09548847027689 5.84274333591335 5.17829022857485 4.49532741052489 4.96937532781151 3.93935518557766 4.44550671072526 4.65071247286052 4.80279661279584 4.78760017863145
+"CASP9" 7.84158531315975 7.85843507314712 7.47105110024546 7.57656976401452 7.5329137446867 6.97457563059532 7.23938685087841 7.62098358361293 7.38380547353273 7.44124256308707 7.85160234241551 7.41526650962061 7.15973393039345 7.25185833192596 7.44667953750672 8.16054033482826 7.62697043448654 7.82765762850392 7.53299597878573 7.56063651410466 7.55037332189493
+"CASQ1" 5.98654527624916 6.45093080202878 6.95463239569051 6.6845195335516 7.31034377569606 6.78725076873689 6.52578356363509 6.45823435910609 7.4071596286301 7.01169427564981 6.1455618111494 6.86913736426237 6.34309529310335 6.4100681710027 6.57689196946046 6.6845195335516 6.73661589482094 6.6409391890975 6.27465684599815 7.32482833175205 7.47703868644016
+"CASQ2" 6.24370258337425 6.23618218812682 5.83797455424519 6.02644806768372 5.82510048921687 6.27049203228726 5.74781630181686 5.82510048921687 5.73794112671083 5.64703442909586 5.92296183279951 5.49247690687898 5.84207784432308 6.20376235228711 5.43026264519463 5.89315715043262 5.77627045668543 5.65784935480949 5.77125029022804 5.72801927896561 5.55103370226593
+"CASR" 6.37545432950294 6.51595308092433 6.95592852327784 6.94796158326425 6.56923980129545 6.90111008179808 7.13547985036102 6.66505878122503 6.83003268416026 6.86985287112989 6.90159704944252 7.08325421036909 7.10920831693556 6.91816341379666 6.81882836315931 6.61829070819984 6.99259876802116 6.55541343581233 6.94986059999645 6.51458971979937 7.06410293610853
+"CASS4" 3.76649585251223 3.85211938610541 3.8949198556596 3.89358571911225 3.50621854952478 4.09040698761612 4.39000324177971 3.6797939909141 4.07737092693359 3.90033975199389 3.61289061231654 4.09797004822246 4.2006082753763 4.06969599764735 3.62706402782237 3.79455132363398 3.95010250515665 3.71723333143563 4.22430424347613 3.65809764236435 4.08726352678799
+"CAST" 8.4907888570093 8.05225624772678 7.58507390407792 7.83649870625922 8.15768449864211 7.78538733375814 7.23351704239123 8.22860452677068 8.04321929533093 8.22234886531269 8.43446426817597 7.91916363493347 8.15768449864211 8.12197391416269 8.16932497020051 8.33725323674074 8.15768449864211 8.51797460483094 8.02148931418503 8.33909619696169 8.3220902598769
+"CASTOR2" 9.99938642872546 9.33120156192529 9.69188042053745 9.68294292278375 9.37350194899808 10.0783354246378 9.98874496550999 9.50922157243402 9.72443460479223 9.412350319844 9.14630386159642 9.31693883150567 9.72124214348581 9.95876815524709 9.6428198365978 8.86878408005893 9.61883852030541 9.20827104104162 9.5799559556654 9.40839870968893 9.52693808933358
+"CASTOR3P" 9.01392761685744 8.43616244195073 8.29792129469761 7.62842726232557 8.45835565316663 7.97875949477543 7.82177840262578 8.29547367139055 7.71233299948442 8.32217033664631 8.39521262419393 8.19032523786444 7.97646838646654 8.1372711179387 7.67375786105313 8.6061881516878 7.83251477539772 8.24852138302892 7.67487015228132 8.15090315693063 8.41714728252574
+"CASZ1" 7.11760234445215 7.20020438491166 7.45667183249093 7.45243872309539 6.95246601963124 7.51349392058272 8.14798482000299 7.15424767922418 7.47308200189562 7.32357539411326 7.18985547144917 7.43445533013071 7.43321039094885 7.72641340526862 7.39454733439606 6.78249923506798 7.17890352916883 6.94438260081238 7.54914416314706 7.15357654488006 7.15874684930508
+"CAT" 9.29113351232931 8.39245083322651 7.55381731981119 8.18820087212888 7.84808335130633 7.61265034176549 8.55922797681736 8.74647017934231 8.20801160554014 8.5008888572053 8.91747687793663 8.06317307145376 7.88417392444997 7.999963707346 7.76777480134573 8.88615068530644 8.14626184723689 8.76756329494579 8.70002835251128 8.18898518457911 7.409437295281
+"CATIP-AS1" 4.60897154991348 4.83851391392687 4.59506646903935 4.83851391392687 5.0472145863126 4.78454896299833 4.906952104822 4.59224523704448 4.61566252311744 4.83851391392687 4.57250675507328 4.85158940497986 4.85875720671621 5.06466303763755 4.8426214868671 4.78965837083377 4.85770976963753 4.49873034760648 4.87230285392216 5.09552216892673 4.99887287667226
+"CATSPER1" 5.0204398862164 5.07182579917195 4.68005047352837 5.4012527350045 4.97775769996187 5.00090737783239 5.23551748698565 5.09278422703181 5.17293100289974 5.20697160532797 5.04895203679589 5.15568010291225 5.15243731372023 4.70975225048323 5.23312429205589 5.14683933652881 5.30955576204305 5.0204398862164 5.16013397349684 5.04943577058441 5.09770161797754
+"CATSPER2" 8.70970518467264 9.07050058553293 8.90105976431023 8.86077445917197 8.28265685387444 8.70626207648783 8.62175922743389 8.61155600041071 8.96994977213702 8.61022771101699 8.86339841211626 8.59311188257535 9.00381253498059 8.81005710378703 8.99679337216303 8.68487259695016 9.10941136246612 8.5190951079528 8.74168351505269 8.1050609844174 8.49422849751999
+"CATSPER3" 4.4914394539734 4.22721700712976 4.12942988010856 4.33081062136728 4.45551595167788 4.33900243300746 4.41536373638942 4.57512919121534 4.52458119415805 4.28667637830705 4.28829406038766 4.49829487528199 4.41536373638942 4.46166034850697 4.52288939947387 4.30731361060046 4.37208961526254 4.2058695172499 4.50702124669448 4.48930489167317 4.48059816775558
+"CATSPERD" 2.94073055945111 3.07484643378913 3.08641300379287 2.88144494782162 2.98977888660267 3.21298117002204 3.27379586921751 2.87968722318722 3.16581521545057 3.04986155577754 2.91454647562767 2.83174001431787 3.11349740276949 3.2191178113986 3.05021842065116 2.99957417439415 2.88598626986815 3.17005117095046 3.11896104386141 3.02471288538393 3.05791127460514
+"CATSPERE" 3.81645966186081 3.84874955664987 4.24641850166034 3.57198673574828 4.02500068677185 3.7918121218316 3.7943654561224 3.83353097716374 4.3252308047693 3.44883939977612 3.83353097716374 3.68677898483993 4.05467031458473 3.75730325459997 3.91534264225938 4.10255197835264 3.60043125835162 3.96655943133332 3.68004227687953 3.74985422836263 3.75203390602705
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+"CHM" 5.52434334763668 5.71302414811572 5.02505625459161 5.22892720147409 6.44017924644173 4.91752604468544 4.86253636846193 5.6659817178788 5.5338420582075 6.67243854940585 5.79196227572875 6.49283089527139 5.0609916717703 4.95592210781794 4.95771342590708 5.94035984786841 6.13361338233105 5.23398185867533 5.64084581724676 6.48508066485663 6.73442181841038
+"CHMP1A" 9.34602373586497 9.08051661847828 9.1344080611328 9.10294224334318 8.71975333117238 9.29345987188998 9.22880407184735 8.92161549971614 9.0699483975003 9.28990356658303 9.0616510779407 8.94814423657144 9.04048872441461 8.99779627145693 8.94206873976471 8.85584458958584 9.09471158306698 9.11496013871853 9.08051661847828 9.22042899061775 9.0755591731986
+"CHMP1B" 7.63270166038159 7.87540735822964 7.70752505566281 7.46500439683268 7.71559547237025 6.66737521935421 7.25312458194345 7.77357205063675 7.9182455784617 8.48180041234789 7.94961610375108 8.08021035943641 7.47656146408634 7.47097041564202 7.36857502157712 7.99616033064345 8.17817974276772 8.04524677725395 7.85683409563114 8.36100636281477 8.01253399592622
+"CHMP2A" 9.37459176851385 9.21473837137265 9.37505144390793 9.02379478337782 9.48941879602909 9.1370846333307 9.06813669394855 9.1441336260452 9.0846217966293 9.33583876159973 9.46080968299221 9.24811150459399 8.92611049431411 8.74545581888278 8.96263831615173 9.45177587128761 8.90999491352725 9.65790230901948 8.9831047722198 9.45873687776159 8.91258213441398
+"CHMP2B" 7.80739431485602 8.21437305339164 7.79542364089172 7.79431395805888 8.13355426402835 7.49790207507648 7.49495211114579 7.88049818097165 7.33310356126543 7.93927281063189 8.41382255332055 7.9610062588293 7.05789316127787 6.90412439326831 7.82150643328022 9.06853494436408 7.72613379229995 8.83927650248155 7.57800775713078 8.06072898040008 7.54910164294173
+"CHMP3" 9.07722954743205 9.27774449395599 9.34441517048027 9.17279994479539 9.85202312241321 8.74973033670486 8.56392303690839 9.07405182490617 9.44803550398201 9.78673021778592 8.98789042393144 9.46590009514451 9.10584815601406 8.84097484595525 9.11360564325964 8.97390862205703 9.53857790872914 9.43170172209613 9.3071676563401 9.60391268676645 9.57279337938625
+"CHMP4B" 7.96971135201997 8.05566533545949 7.67659541700107 7.45205009868196 8.45303807806936 8.30799995647754 7.97330701132087 7.89148365793852 7.93074094601602 8.77714843973113 8.03120361921275 7.98940875372006 7.7577556667739 7.82537075909137 7.96911332589302 8.22031910734122 7.85011023989538 7.96911332589302 7.65123211510701 7.98325693469386 8.174465498784
+"CHMP4C" 4.37372307456969 3.97521665806832 3.88230807270707 4.0234104027737 3.94000154058495 4.35536872508453 3.92651302906166 4.0234104027737 3.9237176463182 4.05088835908475 3.82173702861523 3.87928329061254 4.07959719129979 4.35736588056088 3.92714832465641 4.04258191179068 4.03600099560098 3.86243203588209 3.99627505330912 4.63425385792161 4.03600099560098
+"CHMP5" 7.65427431307382 7.99739530734628 8.3303674303375 8.00915803180676 8.33210508466885 7.1504087613669 6.99105810421254 8.01258515507858 7.97840497345567 8.05329759704011 8.18099903741441 7.78233636434645 7.56673240890228 6.87760277977749 8.14548668637233 8.13074939800951 7.89946581535078 8.5379251978249 7.96416988382443 7.85805130408535 7.74953702065703
+"CHMP6" 7.73847610467996 7.53329341999873 7.71220782225823 7.28014803333355 7.40990003974564 7.50939134655224 7.03088462857148 7.03792128316312 7.37867450974085 7.61647561059825 7.81341532793766 7.44998705648712 7.38985624591684 7.5202504377647 6.93814883133592 7.77712620683646 7.3398022883828 7.6924673865876 7.33512399387737 7.65030837750451 7.56243861101336
+"CHMP7" 8.13358757309327 7.94817946187704 8.64326938299999 8.07919505919699 8.20519708262443 8.40658534936571 8.28727601601631 8.02011551994093 8.25533094428558 8.14757050141554 7.91243146534823 7.98085454309129 8.09218096216221 8.19770378675292 8.02208995998006 7.85238190533623 8.1527445414273 8.16696651320455 8.06660749618816 8.24590256135842 8.09503994628275
+"CHN1" 12.0267852472518 13.0412824987529 13.185700483841 13.0400859143629 13.230845716089 12.4869111207963 12.0851773867707 12.8579467387405 13.2974382988175 13.2448754122032 12.2687669751772 13.2155123688246 12.9299229149485 12.4899889805072 13.1426721244091 12.7486620607622 13.2823791848164 12.9381027928112 13.1467928263062 13.149170560927 13.2609614234303
+"CHN2" 6.94034220097217 7.31648418863055 6.73511495515572 7.23600064553566 7.66320297766125 7.72958544079541 6.82037012645945 6.97298166974515 6.67127865095514 7.54557933412994 8.03188258221261 7.28853805487333 7.69610490250857 7.11693351141772 7.59901740489543 8.69536224973206 7.4326770020049 9.03676078942899 7.42677744768628 7.21304824997053 7.69319767411889
+"CHODL" 6.60854935129576 5.64644444909643 5.48831632431522 5.67418886025675 5.83848924790529 5.75513478875813 5.55480749181794 5.70230327937173 5.58525333177404 5.37964509872883 5.41076104857506 5.56095017503433 5.37802352482068 5.60601570344589 5.42626834377453 6.27491531476537 5.64644444909643 5.64874012834295 5.60967717677043 5.85919916023434 5.28772253612781
+"CHP1" 9.44279398537193 9.58451242698574 9.66353903830788 9.39598070179833 9.82430389430069 8.83897249526309 9.1402525999703 9.47899947295879 9.39691415115415 9.70710883662995 9.3657975372272 9.57785133049071 9.38040305950319 8.95169336089762 9.38649159479395 9.51514867498794 9.59541938923307 9.65129369827758 9.45623259514964 9.78737854207268 9.63059918744641
+"CHP2" 5.43103800540511 5.63052545186019 5.48422275655115 5.60778240907322 5.33358936572871 5.52774318088224 5.57829767944062 5.57233559179534 5.73640182737955 5.68679715443057 5.40447753554189 5.60433626911571 5.47600847174032 5.75670348869443 5.58970157709881 6.03335558329364 5.82965756729458 5.65521450100076 5.61126339150927 5.7230127490046 5.97098605051071
+"CHPF" 8.39680490294443 8.56625857214453 8.65687994251173 8.7312563736501 8.85057291843676 8.80793037183804 9.2387388104251 8.51749714587433 8.39161806004848 8.8393601788603 8.99145123776204 8.688622772177 8.7938941838415 8.68233562464746 8.18016732525834 8.64618562829359 8.65864890319573 8.54133023936335 8.67901896495385 8.98821986288603 8.59808147615588
+"CHPT1" 7.20450089644965 6.67453090427133 6.71041712884225 7.56506649192976 6.4184989427569 5.71399334493048 7.38965164007612 7.49573350630837 7.23609015060383 6.34649973610502 6.86978107138217 7.13031858335788 7.3326774379991 6.81380065863446 7.67616813724772 6.69847190969874 6.76280479771965 6.47250257007933 7.33604796372914 6.81247154678567 6.9037534649868
+"CHRAC1" 7.0839875246391 6.50210195697181 6.49353061939381 6.28615149086846 6.33023059252476 6.49589611777217 6.45429220213444 6.42009868076834 5.97477860784117 6.20670132790021 6.94067634816625 5.76439613136912 5.87626777989497 6.54383694766323 6.07742692885135 7.19708401429161 5.99768073804921 7.027183781052 6.18686914946913 6.29035480493369 5.95951347339664
+"CHRD" 5.98554411989126 5.75277134287547 5.9612722202918 5.98542520094253 6.02697290813471 5.79700521671249 5.32122835994984 5.76475111477169 6.17102607354078 6.16691369112267 5.59222250626799 6.58362259943909 5.9921369918034 5.94502952615531 5.60049217114093 5.98554411989126 6.12830277212219 5.74486539789766 6.24429412977134 6.36239724414819 6.66983475916982
+"CHRDL1" 8.43395863566589 8.74354158551727 8.27881402835947 8.20568894098349 9.01116840175733 6.0037545535606 8.29014855320646 8.47459710942166 8.61834392185133 8.35278718916458 8.12172128817549 7.95202774471127 8.15026177974478 7.89718962703637 8.15275405745186 7.92597920523429 8.52945508095537 8.23431530133395 8.15662540027026 8.43398534207 7.78319390744499
+"CHRDL2" 5.45978645648882 5.8067543035207 5.58563772627786 5.63455466447721 5.78185007461448 5.78979283575338 6.3042753971605 5.43869994837422 5.77979830005877 5.63735168501064 5.44842932938787 5.73164364589251 5.92250634491026 5.76271545024008 5.81800030939985 5.53247429035072 5.6773231918983 5.36609288837945 5.75418280944988 5.56473535745387 5.56035088690433
+"CHRM1" 7.28604344119441 8.74430066025404 9.15486886909379 8.33613002018138 9.21509089085127 8.2565816912263 7.40834025396448 7.52256235351511 8.33613002018138 8.89476521562597 8.14620415163846 8.82999892170643 8.15150244532298 7.62164059319583 7.42314405451677 7.94000956603135 8.61014980299177 8.38744318213124 7.77071504912549 9.55541679212889 8.94476482324108
+"CHRM2" 4.54661022699607 5.02787760641853 4.63079452946642 5.07742534536094 5.02354717102996 4.77804672714815 5.22484614742162 4.80932208472308 5.10247271315701 4.80589088998748 4.80333083830255 4.93271774952625 4.76095646477514 4.94426128769869 5.01728460890796 4.87272842781049 4.81207886675029 4.58173333652621 4.83729178960638 4.98251284803407 5.10247271315701
+"CHRM3" 4.99813082143266 6.4583286531964 6.55786966309665 6.28685373045975 8.01966328174475 6.13060091307686 4.91593627303657 6.31261439022878 6.55785937917978 7.69380479880641 5.3450202347343 8.07497680855441 5.78846605455677 5.34416156787878 5.68520702881094 6.64140147487265 7.0839875246391 6.91994342828626 6.47928898514284 8.1532593860137 8.01471884484022
+"CHRM3-AS2" 4.63609863858566 4.53072038076054 4.81475895919101 4.79764907733417 5.00236433618439 5.04610338667178 5.01993779709358 4.77973524559134 4.60506099034783 4.85004093472194 4.50647476780554 4.95103967749179 5.17177784095259 5.13853984424911 4.83851391392687 4.75664771156871 4.75599601675688 4.87351243706085 5.01063048614661 4.76621583994881 4.79423258894778
+"CHRM4" 6.08634959141252 6.54573542272328 7.04162990898238 6.45833958187858 6.70426738104941 6.77673124077825 6.91452829669891 5.95073347792191 6.5010817744764 6.3757499272925 6.30224686061744 6.5010817744764 6.92722992476674 6.5010817744764 6.63787458028814 6.25889271537937 6.34369602106459 6.17182427181493 6.64942964815253 6.73737726728271 6.35356260389532
+"CHRM5" 5.00444490736551 5.0687652958698 4.77998701661382 4.83118848318549 5.39574516837696 4.891431597517 5.15806206142571 4.91138516977745 4.75721363920867 4.73384107919243 4.88246107537365 4.59832030442732 5.09122390903668 4.65973277975928 5.22484379974606 5.52695469094447 4.78303173004363 6.79910553572588 4.74634939157608 4.891431597517 4.67666402752894
+"CHRNA1" 4.42364619206949 4.80377666570618 4.62728890428455 4.73285903830529 5.43764004165273 4.87410225269468 4.76968755238661 4.49408614153703 4.75221881739162 5.07001291530819 4.36432554842386 4.67562016548823 4.77149155908489 4.8222673518799 4.85804243164423 4.50851758739286 4.67741581378734 4.33362708378781 4.80419531992814 5.02724438788711 4.74935704582955
+"CHRNA10" 5.01257966638269 5.0266876688202 5.20900065856973 5.06948023893776 4.86787663311833 5.23929866633688 5.58573901707472 4.9539642570073 5.08615335484127 4.91912212229306 4.93060355843455 5.01257966638269 5.40698245243508 5.69863478769026 5.34735859786819 4.92248323910091 4.95982946670515 5.34954429648473 5.38708757589852 4.93911065345596 4.96032609421566
+"CHRNA2" 6.31253928994662 6.51598291702608 6.60017104590758 6.76969807294893 6.38036553684912 6.78076210376448 6.69701110550986 6.56028955078731 6.65105304398746 6.72594203531274 6.48391047223806 6.79892240603199 6.81685694958432 6.88166393305663 6.61651528571131 6.71131714990199 6.72946595580067 6.36381792320905 6.63291107424417 6.47805638071062 6.74645887011774
+"CHRNA3" 5.91060981576084 6.03680175218329 5.9479596552545 6.24435106845311 5.80237201605044 6.33673455614757 6.43521047909792 6.02365378735667 6.49423943161767 6.01313960240842 6.0494682547559 5.87971165855096 6.26744357498499 6.44212575341903 6.0962112771506 5.93117398469806 6.02116211983247 5.82777142043345 6.12458905346695 5.79753279972601 6.07769367950054
+"CHRNA4" 6.09269925612562 6.29558277189125 6.51002953534742 6.65697567942661 6.25383165367919 6.64892960715976 7.01360100355526 6.301271221712 6.6671924462043 6.89479264779011 6.53532464449654 6.7845277083947 6.78803463960635 6.53532464449654 6.44337985094726 6.49381660117366 6.67667322696744 6.22619955772884 6.751060163189 6.67251186063467 6.53532464449654
+"CHRNA5" 3.78002414444707 3.94110095977872 3.90215718881946 4.08154916714583 4.21971147402758 3.84068283780915 4.04796370751071 3.98283558358205 3.77603116448357 4.05740148020115 4.22534329319529 3.64923189274774 3.36189662978092 3.80134256953327 4.29616397028413 3.72223449559877 4.11255640863309 3.98283558358205 3.93779729667026 4.15532143152091 3.88221154521576
+"CHRNA6" 4.96718053222334 5.24983050069845 5.21144446680178 5.29364445096337 5.26427929001776 5.26427929001776 5.95333566650979 5.16903922465344 5.39162992306683 5.37446238081751 5.15845117750933 5.07118799484026 5.4940250767655 5.46898269103168 5.16660174728746 5.08587664820284 5.29131915120106 5.03338900345984 5.15197064100331 5.29205968824519 5.37474517190299
+"CHRNA7" 5.30822748049705 5.83409955844565 6.48750931191809 5.75323901152989 6.39016280546663 5.76819284182009 5.1120677748298 5.39597541120216 6.0681549507082 5.76125936971348 5.61062606801223 5.73693915148461 5.78476558953571 5.75980996548159 5.92069054714258 5.62779695185966 5.93009590204431 5.67518300145882 5.78013198508261 5.60375931715519 6.22778929701286
+"CHRNA9" 3.63611917853674 3.7503224518598 3.67884275111033 3.73903013407733 3.64121729888862 3.93973846017428 3.81288151391516 3.66262252556798 3.8076525696175 3.43534521290348 3.62927770133837 3.60456811619132 3.62722482628724 4.04259442122906 3.76438584791858 3.53154778415646 3.78707552484903 3.67884275111033 3.67884275111033 3.67615106501548 3.72421426249425
+"CHRNB2" 6.66649678556318 7.19201622619122 7.38085471055384 7.24221813742682 7.24106009163156 7.3987323498702 6.76608705786568 6.73253309867692 7.34848745286811 7.42016919460668 6.96006592039178 7.44846804397544 7.45397429686684 7.1660352524208 7.1753679741344 6.77974953162552 7.30936540292551 7.19364430745277 7.10013556390116 7.57768608313795 7.58919728409474
+"CHRNB3" 4.24599412792869 4.41350939274291 4.19856364674019 4.35774880135916 4.34606215457119 4.7829407296841 4.69187589243235 4.43997767611285 4.4235626928766 4.3879978270865 4.01156750554046 4.45007852260373 4.36051832762285 4.51910514462606 4.35413931526817 4.41744173922917 4.26775776430111 3.85571572198906 4.40187645130486 4.84691669893601 4.27592837512297
+"CHRNB4" 3.68418419642181 3.47115147475991 3.59964899963445 3.41622078858678 3.53741376891322 3.41113073098595 3.626745208778 3.53913177094834 3.48708022651512 3.80005852962073 3.32455210544115 3.58477317491367 3.48540635877856 3.59183156635309 3.4938490962461 3.59124570316754 3.60250688291191 3.53741376891322 3.43725700137603 3.4449410614625 3.50310234788329
+"CHRND" 5.31425921586976 5.4263722805479 5.42698670712203 5.6545107224675 5.73971809950586 5.88223084463622 5.84741247326335 5.34357235794426 5.5189347496707 5.59712361528518 5.38437841248837 5.42289415882148 5.60235247583392 6.00899083555106 5.54817369354445 5.49856043334305 5.65144548607393 5.48508203024732 5.51229792278505 5.56035088690433 5.65638842226614
+"CHRNE" 6.15219238157686 6.23451341240587 6.2572880726935 6.28192415506136 5.94875026082204 6.75960993708974 6.55208005390913 6.28325837842127 6.45930968063565 6.33394025069831 5.86991929607196 6.07071859204034 6.49086235030147 6.28325837842127 6.3429583623503 6.13727341539725 6.28325837842127 6.17221221271553 6.63950475068559 6.31477129643403 6.28325837842127
+"CHRNG" 5.58070207410887 5.92338704365674 6.04515602068157 6.01096729112887 5.69689068537952 5.75545055029869 6.16037034218758 5.98737603366594 6.10870339474443 6.12962169238356 6.05546928647207 6.24738532526024 6.46481405675805 6.02833880231197 6.1962169737021 6.08976963617992 6.15444500990614 5.72254288803303 6.06156155767693 5.62706620457668 6.04515602068157
+"CHROMR" 5.38821368897121 5.31560787295187 5.44745784007192 5.44277879302193 5.54237893034076 5.31560787295187 5.17231971279679 5.46429074772972 5.10290980214329 4.84221627965717 5.46365910006055 5.14969594202391 5.31560787295187 5.18158738166497 5.77743251629604 5.03828058662455 5.29682153897806 4.92069787268198 5.63642938465753 5.37355000547623 4.78678520215846
+"CHST1" 9.33421475369378 10.0604971197308 10.1675406528222 10.1840685027091 10.1921376341876 10.2168390602662 9.62671198196968 10.0288246022309 10.4312799538112 10.3266998854936 9.57342898726754 10.2591324475845 10.2462135178207 9.57368242949234 9.79311001440995 9.37867926733217 10.2631478081836 9.93531029572755 9.96668592389263 10.3876557926232 10.1453968061219
+"CHST10" 5.90285161187075 5.95571753348665 6.52157583035637 6.12427939812305 6.16069377612142 6.26026200142517 6.69152814306514 6.12208529186645 6.09523095824956 6.12059484398192 5.78079942796805 6.12208529186645 6.09898097467377 6.44411706127377 5.98195862516118 5.93195754763595 6.14245926550188 5.86940484402998 6.21457830567021 6.11805159753522 6.12208529186645
+"CHST11" 8.78898785470799 8.06145912847051 7.82101688492172 8.48163331735456 8.31794570463383 8.55860480668322 9.37882183643315 9.11254516821755 8.68187808185721 7.89572052029293 7.84343609283865 8.08839358968543 9.18570968726935 9.18604232473074 8.80993405190328 7.60658133861609 8.30828855604813 8.2246146634631 8.04156898285348 8.32054391529395 8.05318453023244
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+"DCLK2" 9.17079746826892 9.3179917760439 9.53800412716312 9.17862080240545 8.99338554995877 8.97060286040137 9.25431527230298 9.17850224384741 9.10243801527203 9.09108171494551 9.56590937650447 9.17882097845101 9.14615191598213 9.08533061953985 8.7377693236034 8.88919291276306 9.19858405035897 8.79860733416288 9.02156305503893 9.15646003376755 9.1509335069361
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+"DNA2" 6.75775832901374 6.7622214804393 6.85868301782333 7.0854835312588 6.65602297553579 7.89022907813588 7.45408277302793 6.97232610548928 7.37512324276049 6.96414851739907 6.42716678958973 6.83381366220474 7.45992681739183 7.51300538073778 7.3322932473116 6.79767919813671 7.26691423572593 7.01714163905033 6.751147711837 6.8380143919021 6.83728537943714
+"DNAAF1" 7.50065352636442 7.78220907421627 8.03712291266128 7.73092082148138 7.7891744980533 7.52293407661523 7.44969045385057 7.71826404847996 7.58106728190472 7.59641992574048 7.45391300678502 7.56942037093373 7.75078782703737 7.69385019098308 7.69939475267753 7.15692030625186 7.53646450294349 7.25835465354859 7.41431441700084 7.45204643358829 7.229982396247
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+"DNAAF3" 5.29484260632914 5.27993388433341 5.19654038414981 5.30297913833906 5.19978341784893 5.423259384104 5.60994508841409 5.12412882071819 5.24913409044392 5.07651300345983 5.24752606915185 5.05389868375078 5.44279985048711 5.39415588805401 5.1228753018343 5.00085833622707 5.11606499035682 4.91191010370705 5.19176772859752 5.1507636045251 5.24056331643439
+"DNAAF3-AS1" 4.99056455959797 5.30208425515398 4.70749378826422 5.31342769098058 5.28389928321622 5.07906888351188 4.99155323785136 5.32747386831096 5.14785645014479 5.10420489176212 5.07722041124461 5.16749323061008 5.30387447018594 5.53489535695521 4.95771342590708 5.34816270109218 5.32425208870516 4.88392539056865 5.3336986354288 4.80301204750407 5.33524275993885
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+"DNAAF9" 9.9247881493997 9.91627911939436 10.0260613253585 9.74967888123907 9.64218015732662 9.09172781744586 9.16810492144861 9.62031832769893 9.50762257637723 9.51845077956934 9.93286528756963 9.54927755378106 9.38736465313792 9.399066586049 9.41220916966259 10.0362346780028 9.56454078539313 10.0244829451342 9.52192305104417 9.59966368189044 9.64434730957742
+"DNAH1" 5.91501808283615 6.4836079522926 6.97700914140141 5.7049552951863 6.26307092583506 5.67014254551843 5.48808637598072 5.96448322236974 6.04218769607697 6.08581332199826 6.28386012252668 6.10839284406043 5.49282506342926 5.95676006624657 5.26114772669575 6.49430253515369 6.2306007433079 6.41835831675987 5.94178263389749 6.20797883169469 6.14641544565245
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+"DNAH12" 5.02603155198563 4.18662049938183 4.06565046698929 4.40626751868611 4.2931338246988 4.49688123748475 4.58828770740736 4.23687982570368 4.15456088850688 4.21762137221567 4.50939460533995 3.93844542306618 4.29231680739145 4.5251748048373 4.22403302513605 4.67828907954274 4.39400502155368 4.70578473214699 4.1406501684265 4.23687982570368 4.19453934542589
+"DNAH14" 3.31231370084365 3.43561657898329 3.74752557459915 3.56431233810997 3.77632209766767 3.45277654836043 3.5362724084536 3.51853091399772 3.43237734314116 3.33964823392386 3.24092613112614 3.54874489341986 3.43561657898329 3.28588513463406 3.30684588770295 3.36416993533969 3.5919602936212 3.46975695479082 3.28954644796304 3.57065159798244 3.69612584104057
+"DNAH17" 6.25566466834311 7.07486075007229 6.62584855270519 6.12355292427533 6.16434051166014 7.09434457306763 5.04794528441129 5.92749876169451 5.76017400129132 6.02263260843666 7.18903201443651 6.0701389871794 5.77001484075164 6.41558571294195 5.99690185385105 9.27503252259047 6.00208540087289 8.17915357382289 6.35227560435165 5.7549804357965 6.26423005459452
+"DNAH17-AS1" 4.62097162548198 4.77250716141103 4.78672948028106 4.88426829186587 4.72450127127781 4.92750709725818 5.07101964631622 4.78672948028106 4.96716054665023 4.6152944122334 4.90398967296325 4.77293015972257 4.85495255993803 4.88660106384229 4.99645454773296 5.14189043194227 4.71056785443407 4.51070392538883 4.75473037534548 4.72671622067971 4.82692127577029
+"DNAH2" 5.2005533218859 5.52932705998533 6.14019872511372 5.38737393172205 5.37374158101716 5.64486664385583 5.99481527616181 5.19087796964242 5.37374158101716 5.4933374400344 5.3109450568301 5.18572128860119 5.44278159291176 5.59813339973979 5.1311317030328 5.38254362063354 5.03495167488706 5.37374158101716 5.53075265965396 5.40683795466432 5.32233492454899
+"DNAH3" 6.02344092415658 6.08361367529484 6.15398279336752 6.23915787838014 6.34805570987205 6.18989423932279 6.22973207714192 5.84502811811933 6.19073310466144 6.08361367529484 5.65289738650747 6.07356595382679 6.16933313320086 6.25255133846318 6.3597780647293 6.36319025932866 5.91536334384264 5.65950676192092 6.08361367529484 5.97526442294353 6.07752419170842
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+"DUSP1" 11.0918801485576 11.0203642566963 9.51641603587017 10.0695023421374 9.74349149637402 11.6514336377319 10.7000982166433 10.1422001767898 9.92124300429831 11.1454812049423 10.4549210040129 9.79149328727784 10.7970861923458 10.9097791473472 10.3257941657442 9.9291206024453 10.7691367777703 10.2497044006944 11.1551805609651 11.1102113906927 10.0358548395177
+"DUSP10" 7.08135788397752 7.27967574778756 7.13875409553025 6.90065318738582 7.11554085140586 7.02244650808061 6.33996187742872 6.20758932212961 6.65393970219046 6.42572618071187 7.33778189349523 6.5907284885743 6.90065318738582 7.04029151883567 6.86611858122022 7.63806220019916 6.38340007371235 7.81490493563801 6.47421964250317 6.90065318738582 6.81110916462199
+"DUSP12" 7.99936915501054 7.89791391619183 7.99258623054822 7.71105015220351 7.9156191213212 7.62324238237386 7.41045175595413 8.02077932449617 7.72424785257394 8.02307843084094 7.98999684922812 7.9582864663922 7.82842116230165 7.63808104282009 8.08034283850674 8.37786828403769 7.93021029286052 8.34939638633085 7.86510826791694 8.14974123264492 8.10898107822024
+"DUSP13" 6.20787099179942 6.34129102106178 6.27522761169425 6.42531439593815 6.21831487251797 6.59843633547572 6.47013921330137 6.22436321691284 6.35296765632995 6.40625965332654 6.31473928836892 6.38483104646973 6.47320009124545 6.21420844796301 6.58841272989692 6.15800147648577 6.43915985615827 6.28687646671467 6.22084200017807 6.43035653009328 6.37389558049175
+"DUSP15" 6.07201713306417 6.21519634084966 6.54945721577402 6.29865813513317 5.85662522678625 6.87081216815159 6.6105879267926 6.09069082001585 6.38547316007678 6.45468394509796 6.6269792306074 6.33899969598778 6.5051815151211 6.74005754909221 6.54896315463709 6.45468394509796 6.38340007371235 6.4483008661757 6.45468394509796 6.50045623079471 6.70586038863448
+"DUSP18" 8.23651822844698 7.91353392997669 7.83986005392438 8.31707772305382 7.82214204009701 8.42195252975224 8.28007549505838 7.95367776793339 8.09212074694638 7.48326063226844 8.07346130808142 7.29116882152482 7.88076912149834 7.99831512068517 7.95367776793339 7.98606180372814 8.00244761780298 7.84092103308812 8.05316733464051 7.62170096036319 7.86989932801618
+"DUSP19" 3.17935301726846 3.76649585251223 3.54571016182035 3.88509171534632 3.57219760487579 3.44884778677723 2.96044971977131 3.86150542325084 4.61102546032465 3.65426351752466 3.39280437586584 3.92377370514517 4.00277924805148 3.79843987719473 4.39544377255721 3.71585495131488 3.88351542003979 3.39810562370874 3.8642733144778 3.8305274083947 3.76649585251223
+"DUSP2" 6.72647715344932 7.14459013280853 7.28621202824125 6.91419198800475 7.18753313230699 6.74772251168326 6.49553225130744 6.64919110581333 7.03272280724369 7.00320266734846 6.52686395936675 6.68758026763556 6.93844204463108 6.69559617918353 7.01981869186129 6.85362270375316 6.80741148767051 6.51917094596604 6.53797830727561 7.2204422679399 6.94889706716084
+"DUSP21" 4.30923821664179 4.34522751497484 4.34753314773549 4.41946739893782 4.31213305108108 4.25269372215481 4.63120272715684 4.43997767611285 4.60601962719503 4.40842160667904 3.99941163876376 4.21564487739018 4.48769037095526 4.62024843612791 4.40547662343797 4.07026314861484 4.34634699370544 4.29734359225917 4.34634699370544 4.20479628536753 4.33448740748341
+"DUSP23" 8.19450900854718 7.17807941825881 7.31737250307061 7.32155561141602 7.4582421628519 8.07272140346278 7.69335144356046 7.48013756180757 7.19223571362352 7.43211871109048 7.26874665074459 7.21315290154418 7.44902222952719 7.33132276280855 7.48013756180757 7.24064194536845 7.06537020622075 7.16032406403928 7.3465544207762 7.72471797101642 7.2947391951231
+"DUSP26" 8.12744931759004 8.54915157858141 9.10961911003932 8.97523320334888 8.86381102054349 8.70988550909493 8.22586809921009 8.76785887141386 9.05643889302565 9.02838703083185 8.44730769647906 8.97891897269721 8.90540001711673 8.7295899820317 8.9146733548631 8.62060213263687 9.04832198059042 8.63759186066286 8.99129800806193 9.00519466595473 8.77337158455656
+"DUSP28" 7.48733514247997 7.80466970825917 8.31354385733112 7.45270375066542 8.167568308414 6.74178891544673 7.25006676443315 7.61587648270663 7.5247295454083 8.02699946506248 7.95699931849038 7.80774635279294 7.64680825728162 7.44871336574504 7.45766403967429 8.03877506244952 7.74329169988042 8.15393795837806 7.76021705418043 8.03505234210242 7.69628197012202
+"DUSP3" 7.88829834677229 7.74629829153398 7.03281632815196 7.67775266195217 8.23421602870715 7.61574671000041 7.32606505591411 8.16876999737459 7.84075553529281 8.59034260498299 7.65411242502416 8.49149902197216 7.69216460749817 7.17034849063353 7.71511207686799 8.12131713911422 8.21662970273875 7.8667872375239 7.85863146946042 8.62188999632652 8.66676458839876
+"DUSP4" 4.24148861231378 4.78057709465034 5.8253140870423 4.65244934224526 5.24310961311675 6.09368243266365 4.6656478005912 4.36608250674827 4.4149078455674 4.80885026604002 4.38389269913281 4.31933856460927 4.6347156019135 4.68864862774665 4.5452110666629 4.39355697080097 4.51918947622553 4.35459421163333 4.61268966495139 6.1419765484272 4.66784483447504
+"DUSP5" 7.2639955707851 7.89559604433158 6.45640655648192 6.5900548257363 7.34122639195036 7.11405385793062 6.08766856555142 8.02106226545907 6.88517384211858 7.13219946503036 6.27024775920272 7.39005288820895 6.44026465706393 6.47553705320533 6.37069562858737 6.19730376152741 7.45191621743651 6.58107676724735 6.46809371241148 7.55308390184568 8.05840199488675
+"DUSP6" 8.05602046598347 8.34577742007215 8.68935382049868 7.84343609283865 8.5029147562802 8.19326001956431 7.99105698725267 7.56166792990332 7.51953143572962 7.89932885554097 7.5232582864924 6.9948790956999 8.31143022566095 8.10586111078765 8.256996731013 7.58265447122011 8.26407690507544 7.68082352019212 7.83800055559098 9.07550622983371 8.50725257358371
+"DUSP7" 5.44726243197938 5.86264523907101 5.64443073606967 5.80451802074479 5.77527267569545 5.82924718109718 5.78157523951744 5.50528692233858 5.71200524456358 5.75063444709936 6.07414685567468 6.1358351834071 5.72616756813168 5.59317505651295 5.14759614236203 6.6433379879721 5.99099462514166 6.60106352759516 5.92789513908652 5.996756680289 5.84938170367966
+"DUSP9" 6.2934988156851 6.34809380254462 6.53640094728514 6.82061233249993 6.17853752232508 6.76889537870552 7.04223517402804 6.64668965309118 6.52574679342541 6.5527155426597 6.37252844639854 6.82765342478967 6.42939526490182 6.87835137545437 6.66389733223266 6.0505981518713 6.53582188563577 6.36385814256656 6.89390493915485 6.5425937646282 6.397072546415
+"DUT" 6.86278696602064 6.79215611110894 7.08172981607039 6.63457088593715 7.12148538108536 6.6960946867885 6.79247304337447 7.1327930662692 6.91438743670469 7.04959194896966 7.0878296817821 7.00266687915178 6.53247525880048 6.89886112209768 6.83408085647713 7.01151600531338 6.68240985217014 7.41871003302844 6.96481823659269 7.00969331527651 6.74937133069012
+"DUTP1" 5.83489135196075 5.87392215693814 5.98584224088605 6.12979078159887 5.91096100558577 5.95384664194978 5.9463087663659 5.89368373133804 5.95384664194978 5.86947867568868 5.95384664194978 6.0993549554112 6.34588612006718 6.15492814074479 6.01165246402223 6.06622540817055 5.86370883320506 5.95384664194978 5.9315756065738 5.96441538640361 5.96014416961482
+"DVL1" 9.20833056901036 9.04106751271626 9.47533372876857 9.4871775894188 9.14985267727651 9.58827934107788 9.58071189591491 9.32639865373642 9.50450012918341 9.2197764033407 9.37101202798515 9.06149538414253 9.64600708533547 9.65374252921096 9.71477085216216 8.99613539231175 9.29019017893629 9.37101202798515 9.45941165297427 8.99052207979912 9.23853308439607
+"DVL2" 8.17238275769119 7.96902640399452 8.17321483836512 8.04804718371142 7.78488510810996 8.2185106268597 8.16075783870227 8.09479125644333 7.920830329238 7.69266072502964 8.05989993589189 7.70846752703576 8.00985057994246 8.15349371675296 8.04298071708217 8.28202729570445 7.87837447020976 8.28426807198562 7.86835225312438 7.73433261241176 7.7586149398521
+"DVL3" 8.85644892690102 8.50880379808039 8.43643958132937 8.38160436539582 8.63101301403876 8.45389502478244 8.98708585471381 8.53443946862641 8.401040710019 8.29053522852232 8.89909369017284 8.1063145267617 8.28781058255202 8.518347969032 8.0574242154408 8.91253606843547 8.35338772954464 8.78050198698938 8.02874268781924 8.23840194253881 8.21087503887406
+"DYDC1" 3.05638597758256 3.19083666701576 3.29004667542084 3.19974090533624 3.25561823675954 3.36244163175266 3.2853671540139 3.10445188916792 3.16023070296259 3.23905703290424 3.08640823183932 3.19974090533624 3.15230094679495 3.30466816637368 3.08568610188198 3.01396227000559 3.18133371838397 3.15300624990105 3.26626421342538 3.33215791149577 3.19974090533624
+"DYDC2" 4.54182491217092 4.62447380208229 4.90173097056907 4.85700798423063 4.72897996853786 4.72897996853786 4.6374441577431 4.53837601703599 4.77863286423856 4.95193101868919 4.56614966930178 4.64363745677938 4.8110820198957 4.72897996853786 4.78447994247241 4.88735514926916 4.67741581378734 4.72897996853786 4.73989307473814 4.95631557280186 4.75391176901744
+"DYM" 7.49715284039408 7.26222089629526 7.19385494855932 7.20346614286036 7.70886398936071 7.18398463861559 7.07167873646382 7.50943777269889 7.514733956554 7.58208143080373 7.31240938041208 7.70321179730053 7.16185654877118 6.94947707225243 7.35914062220222 7.88959049895388 7.56693139001253 7.69829421635979 7.66769498965478 7.75728944915843 7.55286338858288
+"DYNC1H1" 8.55705789741648 8.44134939773268 8.76505711599282 8.35572599025496 9.1167490455791 8.09503605544322 7.74182920200705 8.53838229825582 8.81760325160207 8.86736868492629 8.92484059897824 9.30335621227741 8.18589497724487 8.13391745318029 8.20345947473634 8.72265499859926 8.73779111479585 8.71851488330707 8.18612154433439 9.54460004894246 9.56926133860527
+"DYNC1I1" 8.81248523573134 10.1524122704709 10.3921312685212 9.93462132701941 10.8925928033278 9.55468820477239 8.35341219632186 9.83018477582952 10.1854170640409 10.9011371830618 9.6249371509322 10.8369490404635 9.77974902417623 8.93670752800946 10.1716843490601 10.5328224480929 10.6965818573135 10.5754621985968 10.1880914763014 10.8544712753269 10.8870323672937
+"DYNC1LI1" 7.44329587220823 7.64424375706763 7.96746739324932 7.44594864099761 8.29884419621141 7.21597873536275 6.82086485154473 7.66331867505802 7.75500895592081 8.16593314276039 7.46092492016368 7.91939428541483 7.57188077925053 6.96150325608431 7.7677138380137 7.82141248787758 7.73741709859327 8.16883413592967 7.70722046349392 8.22787657099411 7.95633709311703
+"DYNC1LI2" 8.92285032090277 8.47761112812491 8.54439126567202 8.6632718517178 8.55713493980481 9.43004804204656 8.85946688213157 8.51757401431768 8.4386780736411 8.37625543956752 9.30559540232685 8.40087626772226 8.87320104601149 8.82321736731939 8.65401028734695 8.7509975914465 8.4649861928511 9.2891214564982 8.76552345071799 8.20553381662582 8.59669243919742
+"DYNC1LI2-DT" 3.2138705342031 3.30604570819587 3.39280060051858 3.35628534179208 3.21299398865173 3.53036923575594 3.60735899420388 3.21299398865173 3.33839214554666 3.39225601932468 3.28833811423973 3.30848753557611 3.45418264464176 3.58849460622507 3.37321456600745 3.11356691584604 3.34741857074586 3.11885890955042 3.63380446419854 3.2371083959586 3.38613004288932
+"DYNC2H1" 4.36780803499443 4.4760751375504 3.24248875845364 3.58095575735235 4.0355360833275 3.31215441907769 3.74641592740673 3.78080272726317 3.70376439981504 3.84232318792524 4.33733359034582 3.4342016725823 3.41139639685886 3.47210963558191 3.36648764273889 3.88123822678166 3.36504435378515 3.87499106115349 3.4379915959085 3.91307582435795 4.03075611263952
+"DYNC2I1" 7.68011149642663 7.85120128845203 8.39611487074736 7.69882195090284 7.9419059726552 7.84211131335885 7.42777986314499 7.83804170932625 7.74439449070916 7.66976864972848 7.6303533780817 7.76411980497585 7.64901604146701 7.56192808430019 7.83894229865174 7.45190941932393 8.00189024181218 8.0012492353049 7.70974240328484 7.61557750335862 7.75642279625264
+"DYNC2I2" 7.69887618549388 7.25200614267476 7.66201040825597 7.2247712812757 7.3721777274275 7.51349392058272 7.26766389387326 7.29609361435573 7.19411779551888 7.35761085642167 7.20299994955822 7.07614563046866 7.22901730790364 7.42430477607307 7.05027422335736 7.14554290258847 6.9707199947716 7.07780576816295 7.10858839816785 7.51978423169358 7.14612280011933
+"DYNC2LI1" 6.91620303246006 7.433777056191 7.60867765261471 6.52141623116222 7.62119088595647 5.5870430259542 6.39192730382734 6.79941227020411 6.53757829059503 7.16903184016095 7.19828518214172 7.0038208925016 5.86559029420572 6.11430024121553 5.68519644295041 6.81542408214677 6.43737049135841 7.24524204607492 6.63063559991011 7.22643476330133 6.86514611500985
+"DYNLL1" 11.7003897439365 11.8176604408262 11.7546751495059 12.1513874680165 12.0663879786799 11.3931392643915 11.5704326101726 11.7875434130673 12.2808626670052 12.1823888616181 11.8998244874188 12.0003630017658 12.1215123714179 11.4009553018707 12.1221108750823 12.0928063441556 12.0060092091411 12.0845428670818 12.2080674141484 12.0830825009202 12.1973648587863
+"DYNLL1P3" 4.06029344355984 4.06029344355984 4.06029344355984 4.06460449491521 3.77074274162507 3.92805353875619 4.02138777219053 4.06029344355984 4.11363187690984 4.15161692867784 4.12590318330012 3.93935859163332 4.05577821358079 3.9434196215885 3.89196951993715 4.06029344355984 3.9516212070543 4.04688132925417 4.41403705333984 3.88888759672661 4.34026366521153
+"DYNLL2" 6.61542879663083 5.99738375293109 5.61638088152843 6.43910004737282 6.09135859247834 6.71769172757768 6.63126560489688 6.11918607647346 6.04784669664239 6.16157629122852 6.36351397131103 5.7818087967984 6.44069677555812 6.5221638843384 6.61667365151044 6.40740868591478 6.09294609642323 6.79696877046717 6.78626497381103 6.29625527802997 6.48276293672999
+"DYNLRB1" 4.27231008994367 4.17502562962532 4.27448619848865 4.19627419376846 4.28880707938146 4.27231008994367 3.95844323496485 4.34227119376949 4.33993263856151 4.26174256936443 4.20215715856476 4.27987717712527 4.2481685931823 4.3645538687521 4.18085806155298 4.28660231068818 4.09816783593143 4.07587365838464 4.25964608231997 4.53252905848551 4.30182789536029
+"DYNLRB2" 7.13883189760405 5.53954534140932 5.95039663379418 5.14257004307453 5.53482543423269 4.80562542051835 4.71543737243467 5.63284840662107 5.29552328772415 5.47238404453623 6.77670099244725 5.63448790247455 4.73573482034991 5.17214217232564 4.87237561229779 5.65129663580287 4.75166239521804 5.2985155989803 4.79621250746815 5.30001794700999 5.09954590852336
+"DYNLT1" 9.89195251200997 9.05963364775219 8.97854947142748 8.91916771070076 8.65828891884636 8.98181689445164 9.11796812961013 9.65443213552093 8.88589050959112 8.84278452441995 9.5781595620775 8.89844735925915 8.74006750454176 9.03642752962836 9.00564171661569 9.42615597730738 8.74191575277334 9.4078094258246 9.11999984975446 8.914642153382 8.66949554349303
+"DYNLT3" 10.0097988387511 10.6276876198315 10.792073087995 10.5547089088609 11.0172238375259 10.2344109961359 10.0096098478075 10.5065958269204 10.7547371479646 10.7931150462216 10.1699290367101 10.6279632184039 10.7595876961875 10.2999236512142 10.7737519732057 10.1743740534541 10.8210954955785 10.4013462707692 10.783846229144 10.8926976051302 10.8788453383865
+"DYNLT5" 4.89572224833935 4.18868456479903 4.98200908134609 4.28207386751863 4.79209632432507 4.13050545675064 3.85390982454981 4.15943119289418 4.0743697406853 4.28837972047497 5.05994003064617 4.47758145906551 4.4298705255253 4.22444010741984 4.29553256319287 4.31332927348752 4.43756259460962 4.03327712099805 4.37253480609131 4.69154624927969 4.57305750862905
+"DYRK1A" 5.9847372514321 6.0311330376812 6.6265186101064 6.03253915010592 7.3266984588653 6.64397569719676 5.88185387770176 6.10172455145438 5.94347749257532 6.21291217103341 5.86546168116618 5.89035256557164 5.79475843481078 6.1469770365093 5.49314178266641 6.05962834716509 6.08653874437875 7.06769220551436 5.57559896865364 6.02688456326576 6.07745280286112
+"DYRK2" 6.54059387017367 6.22367431246058 6.87274733377791 6.22711676241055 6.343097066332 6.22228342275182 6.36900988640104 6.26163519265489 6.61619347766172 6.38996846307449 6.25448905101526 5.93903538087424 6.2030763496523 6.30369678045748 6.65881231279034 6.59390644897894 6.24432591793257 7.1871867707252 6.37346056103016 6.91293007818421 6.52310265661862
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+"ENTPD6" 4.60137167893475 4.74987488580008 4.15632758064385 5.31637462352649 4.48403951294192 4.22086222070013 4.85326311204401 4.79814767992321 5.29527852328641 4.85102036417908 4.51785741665734 4.71301136589447 5.05497694948843 4.7140221471832 5.19026321574145 4.89469920315542 4.95771342590708 4.5089769971589 5.05457853468748 4.802516651463 5.18571876543033
+"ENTPD7" 4.07965698119855 4.26025630704096 4.21872545876549 3.99666470310616 4.05238979546524 3.71898058578298 3.93441742028881 3.9406337470006 4.30544286534425 3.99374445692554 4.03979539245002 4.06056399441324 3.86888829721451 3.99463554932796 3.70267478165782 3.99747312713499 3.94919434467544 3.8701118958472 3.77218184251951 3.99666470310616 4.37938036940552
+"ENTR1" 6.46628383892834 6.40065443065363 7.30820460482879 6.54444171521335 6.7932570645231 7.30600891858235 6.57211625616677 6.53843156023327 6.88633353345763 6.52261020580458 6.79741683415613 6.27275641062401 6.73475590270448 6.87443064786314 7.00892378074233 6.45417534952873 6.48141939546276 6.80996049730738 6.73679364938529 6.51544300200287 6.46072320972603
+"ENTREP1" 9.11634044564454 7.97274489620082 7.99845203892954 7.73371115091509 7.3159596876233 7.45557797881604 8.57632633847937 9.22395508124904 7.70854497943099 7.15945256512089 8.67372908071287 7.65081489363353 7.36559142483999 7.77475503861168 7.69750657613351 8.02050314260658 7.47792341131175 8.00996531340601 7.78313152940083 7.33160955749483 7.74818274687377
+"ENY2" 7.45143009746799 7.74931936746982 7.24157244597289 7.00433633999314 7.97088863074752 7.13475935394512 6.45338891710654 7.05368455482976 6.96750264809739 8.20098592730368 7.51826410193884 7.85954233975957 6.60125431792616 6.99057628467685 6.73676173994272 8.05757345932874 7.55732756107134 7.92484881634761 6.92833411167005 7.89914878013831 7.71463986491166
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+"EOLA1-DT" 3.19974090533624 3.58259137436938 4.01294456859059 3.10120438437933 3.3979305409254 3.62623888116188 3.20958751791083 3.21063037305084 3.15915873274982 3.27420848537286 3.31951218371657 3.27263646285485 3.13645256648828 3.40153130788648 3.27420848537286 3.32171570768567 3.14631772423135 3.57500907041033 3.03818541330694 3.26860880260067 3.14975558751163
+"EOLA2-DT" 6.22707715184262 6.09098459025649 6.34864499359425 5.50243761080164 5.83848924790529 5.59816552870181 6.38586673202084 6.0580826474935 5.21512368071448 5.28882324511752 6.36945850344925 5.58998915888436 5.22395192051569 5.7568743515898 5.50572850341807 6.93159360187045 5.47231551902543 6.74539642359874 5.84260552000708 5.45477519349709 5.23120303830385
+"EOMES" 4.05124240315865 4.22571225441339 4.33265341067047 4.20879953997125 4.03197215724261 4.00074991235758 4.13966451832132 4.17549196806852 4.31006223043798 4.16325644402003 4.34648216757703 4.08708707374213 4.16325644402003 3.92444426586148 4.02902103000701 4.32344606531179 4.36534363870829 3.93727057237037 4.28279161306424 4.07046507634952 4.53361658517061
+"EP300" 7.04328425842705 7.27216922663427 7.27421514330073 7.65810466592912 7.30974707296712 7.71388569074224 7.686393966097 7.16185335343875 7.40121033067199 7.0166222366287 7.95294019341738 6.91913834097835 7.88708271733085 7.67426022285675 7.66238658625737 7.39567987895083 7.4469067166257 7.67369383095682 7.26049538061913 6.71652176492664 7.11731062090702
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+"EPAS1" 8.8770078957053 7.88936009437173 5.91545042156462 7.2699135627444 7.54170492706452 8.13250057287756 8.82149495941466 7.90075404078515 7.28354916476141 7.93611304589446 7.59641286028409 7.68620983937304 8.31150580651226 8.4792490613761 6.14117216891384 6.11224051345455 8.23726556771199 6.42081071283208 7.51113357199208 7.69916042539788 7.36679280394977
+"EPB41" 8.72149822361103 8.26052981418417 8.03967552981656 7.8791830856771 8.05417260835528 8.24928579168499 8.3374622619293 8.54308995655004 8.4199410366328 7.90234088576608 7.85257294774713 7.98085454309129 8.36552772136394 8.22542392100386 8.60178702791565 7.21860387716448 8.20145536819674 7.83100219915577 8.1053260600306 7.91921895759159 7.83740604903582
+"EPB41L1" 10.3038028948254 10.9275319537812 11.2559782409422 10.9984268453434 11.149665351736 11.1415280969345 9.98871228598989 10.6510323379418 11.2061413086453 11.2398167333137 10.5782998331376 11.1257436570354 11.2127108392056 10.6702133728434 10.889978574763 10.5057703733755 11.293247373942 10.8897258876651 10.9135951220235 11.1275062188101 11.2367969399479
+"EPB41L2" 9.90589757415589 9.56807462570393 8.46508572078981 9.16786487896547 8.96950691318707 8.65458614317332 9.29750262246266 9.55864397282839 9.30564065911989 9.03539428515104 9.56822802574192 8.79539394697669 8.95528896784717 9.07664844398982 8.73376242091188 10.0278495851095 9.06206132318199 9.34998336577776 9.26511581160503 9.21478763997416 9.29986669074101
+"EPB41L3" 8.68912392795721 10.1767497162549 9.91267621451315 9.87900412826257 10.4177115096856 9.1066836837029 7.6517410740569 9.50726444831278 9.90159753300811 10.4218841803144 10.3022673049899 10.328085842386 10.0631464851536 8.89555774771529 9.89149815631193 10.6638040623574 10.5325169148676 10.6929943776095 9.77973545597016 9.98487829000789 10.8300483972832
+"EPB41L4A" 7.59789417700682 6.97607202494888 6.53671443128668 6.17893238771836 6.64597711724956 7.09539812977339 6.14067178564974 6.83954361000466 6.2221640529411 6.67352896276082 6.71292507237271 6.54367896325785 6.50864653153082 7.25189968699727 6.39459160796663 7.27751850162711 6.60424680594401 6.87968186752419 6.39184173648331 6.46463538751185 6.75110268128475
+"EPB41L4A-AS1" 9.06616067220818 9.14122557669069 9.52862760592915 9.29470473193854 9.61345525731453 9.50323128642455 8.70127448674678 9.34694292738708 9.75784453964218 9.70245509187682 9.2401270347389 9.56805821128772 9.20085523008801 9.13141321490794 9.63017505979437 9.53256749667204 9.64145155896111 9.58417756597975 9.53074105693084 9.55588825419815 9.51705531831835
+"EPB41L4A-DT" 4.62251665316525 4.74254403385524 4.49497619638741 4.54541178436845 4.51168703355382 4.82255418563632 4.45050586776386 4.62251665316525 4.49008176145483 4.91306343836676 4.58358010786368 4.65915049192384 4.75262790245434 4.75583591089631 4.8087252044808 4.72940737355469 4.55739786132805 4.92646118637988 4.40187645130486 4.70180651944255 4.70026244383726
+"EPB41L4B" 5.08475673134784 6.4692099875834 6.72443389911742 5.8445279865867 7.53151884150591 5.82259314044762 5.66268536823794 6.10172455145438 6.6900521492224 6.7783260516677 5.39158029130136 6.42503942385871 6.20451218021733 5.73532092141702 5.91423351962887 5.92764803969021 6.99373891493829 6.26055707232894 6.2871574084502 6.76909130246291 6.71206339268031
+"EPB41L5" 8.76266147580186 8.15161414033368 8.21284553700477 7.93639352786569 7.85944652432533 7.47390543553088 8.47715753328838 8.51097187742324 7.88326250802626 7.41483188934914 8.12863903065753 7.63152851352731 7.79631111952332 8.09934258800214 7.76853989504387 7.72852429204367 7.92033048989289 7.9973484494739 7.57908556642582 7.80761287889074 7.39758789421237
+"EPC1" 5.24956053964613 5.26265897708434 5.82028421620649 5.16247885245636 6.77628679161935 6.6264040532414 5.09229184150166 5.38699373809496 5.24779863517663 5.1185867710918 5.26322104248805 5.18644377184811 5.23226219305753 4.73036396380397 5.23045797676844 5.45584697018112 5.38286147520874 6.00694508280099 5.22158447387345 5.42287069404256 4.96750392250698
+"EPC2" 8.43881010448526 8.42823361198048 8.94386956100772 8.51046868488432 8.61910700924885 8.42549136445357 8.26391301758153 8.2806981401604 8.80042813565433 8.50903451498178 8.50758216012878 8.35770580042003 8.48137052084079 8.1650293279043 8.87465515294434 8.66801230247455 8.65501589336687 8.70738024223101 8.66046563052463 8.87046341942867 8.48958583499086
+"EPCAM" 3.95763449252572 3.97521665806832 3.93809687295311 4.49221284936792 4.60143496385277 3.6224326354743 3.58075041556664 3.4662592282872 3.70087814314883 3.58269905251228 4.01934153799412 3.93213662583312 3.36679582005834 3.78929307726226 3.83875314666237 4.1647414434239 4.89470637886502 4.27731332735015 3.79260691662162 4.98452147952241 3.86269069168587
+"EPCAM-DT" 3.53165271093168 3.76401901291639 3.59633813407353 4.0814508587017 3.8511613475197 3.86611372540269 3.83239471446675 3.72326569143094 3.69286516008314 3.42819073714749 3.25597566455344 3.5581928248815 3.68831862007427 3.90356309227969 3.58538466766184 3.71031846596918 3.71031846596918 4.13511344450973 3.98506016341637 3.54970223383564 3.70956400099674
+"EPDR1" 9.75355169692376 10.4956077625352 10.6527555944183 10.6009745957113 11.4566509046665 9.89041998049241 9.15384682511545 10.3127004145454 10.8358618227702 11.3776353916348 9.9890549303077 11.0815509139661 10.6357668460143 9.41253998936651 10.8395320067311 10.3705241279671 11.2093244531673 10.6443411377938 10.7289784497654 11.1339829779193 11.4361321977108
+"EPG5" 5.89185721794352 6.13820941563336 5.0604705086316 5.95970610302724 5.30711658295351 5.50965862115207 5.87672470361722 5.94888312952166 6.19485485763525 5.57100456783909 5.93900793816728 5.99299941255858 5.7647288847422 6.15824982780456 6.09976280713533 5.51621464038124 6.37310260475588 4.68303805452752 6.26833669849458 5.87693294607475 5.85629004392639
+"EPHA1" 3.42598080769835 3.47298025610708 3.52829277705955 3.61197381937122 3.50117372901666 3.72090724332034 3.74611532368551 3.54869998083903 3.42652685410214 3.52059294205912 3.47298025610708 3.34056324994755 3.62589837570552 3.3404377108901 3.65158637677008 3.31792985969161 3.33073424609052 3.28312082380285 3.12134775472086 3.5789467913752 3.42598080769835
+"EPHA1-AS1" 3.13286306709146 3.10939698407494 3.27670027513944 3.08718494991094 3.00751141879323 3.14742788967527 3.19329141295069 3.23365101528796 3.30042176578684 3.34003958365075 3.15121936970805 3.36087562784709 3.39749535370232 3.11070292409882 3.12644932407424 3.31577692091721 3.31153983599004 3.28037248881495 3.09990242382646 3.0607856832157 3.12105495346067
+"EPHA10" 6.46963843057949 6.85292015916978 7.37943269195332 6.72540907508622 7.1361968943273 6.98080509038148 6.95842617417014 6.76485213237645 6.92882617734264 7.07437590073528 6.57267923437706 7.12103916919891 6.94434044561531 7.05576945560501 6.73253309867692 6.96507280171397 7.14738832808681 7.15477901930807 6.70972061278907 7.15020030247404 7.03102147531322
+"EPHA2" 6.12804836269725 5.09004490705715 5.22358180785958 5.70521875498061 5.61365293098007 6.37459970237826 5.26780351065013 6.10431643430728 5.53942133948931 5.40214157055877 5.26681966539107 5.3693944314714 5.92262701086147 5.81494273802696 5.41436364377312 5.26446916015489 5.40527783163408 5.81022963325939 5.29872558053533 5.40202696312572 5.99199146300321
+"EPHA2-AS1" 4.85240200585304 4.91078519372082 5.12660505679732 5.24356963647489 5.10499681095068 5.25588847549187 5.64027793720158 5.09620460018918 5.20141515653874 5.10499681095068 5.03032079002913 5.19910859616894 5.1970109685944 5.63134604245332 5.08024920903227 4.72444983547483 5.19149731284007 4.79181913247848 4.90333351276525 5.15239917715336 4.93516194940204
+"EPHA3" 5.11762664438696 5.37443872324913 6.13694842746732 5.11800646398126 5.66215176841443 4.87222486269728 4.72083029964895 5.43678644818958 4.88121202136497 5.09536292001676 5.34153597328702 5.4588332264734 5.0934537033914 5.17531102246592 5.62282885032255 5.01889158533175 5.10279238529049 4.95300095642613 5.42852556413064 5.99232958392796 4.98000714632021
+"EPHA4" 7.23188133516602 7.94874429363251 7.97800942584909 7.8791830856771 8.91967801841225 7.30198114034781 6.39854806614858 7.55111920910948 8.03523155826843 8.83825376381304 7.08995666284767 8.91716726960125 7.7713802990708 7.1329808514723 7.89263084400386 7.9421974091815 8.67388480971537 7.89527149671981 7.93837199589939 9.22353544691079 9.11323633879391
+"EPHA5" 4.87098892684911 5.92486251596102 6.92001390283484 5.79866918131023 7.17004110820046 6.76219006653888 4.63428655770604 5.71206105561136 6.34491395371694 6.28344761576574 5.81706683750286 6.61482981806408 5.62537345676088 5.11563847440622 6.48736446627437 5.61209916033851 6.10271985819724 6.32632885493423 6.14783941098533 6.82153507381057 5.85178111419728
+"EPHA5-AS1" 5.79501272711706 5.9721574541798 6.19996723533958 6.1670695359745 6.16778032522281 6.91159617666883 6.67526236714917 6.35429614021334 6.28734704016592 5.9229210196641 5.83027540700739 6.09213923269872 6.2030763496523 6.57400539175762 6.39539226390783 6.02530209039828 6.16319032426261 5.74034527039251 6.35329726890607 6.12984407081768 6.09207270339924
+"EPHA6" 3.9526432462815 4.26305368095071 4.20066426467189 4.11901592407419 4.2199736487155 4.53853159696151 4.32351478355936 4.30260012078665 4.48108730479083 4.42732966090988 4.19479574126043 4.41842563060785 4.32312586636902 4.20465361763303 3.98702172948847 4.13075649723786 4.26324776984239 3.91937774211339 4.10588611444957 4.45885790541455 4.11065693404601
+"EPHA7" 4.63888096077212 5.99449232349793 5.55253756903542 5.54401917941556 6.47017173638984 5.39898291932512 4.57702404438903 5.19140983145955 6.19413417847784 6.70135490315711 5.23026186262127 5.94037791409894 5.59234515657673 5.16274360254425 6.12350285301047 5.37682447631082 6.5524404442333 5.8516979124991 5.68890998193129 6.82169202953033 6.53444475426697
+"EPHA8" 6.31429396779173 6.24379013433612 6.20795769672599 6.39635131342257 6.22436321691284 6.72429871587785 6.57711310219331 6.22364078799269 6.44462388154056 6.34602942256585 6.14462668111173 6.18763439753723 6.41409056284689 6.61306948420102 6.30338147326039 6.3778946361277 6.31429396779173 5.67391258957803 6.2675148223629 6.21489414363936 6.49588519650305
+"EPHB1" 8.12201406561024 8.35443378247537 8.11502405045575 7.2797226383436 7.84870272918598 7.39328430517659 8.32923647748747 7.57102465524297 7.80562765360181 7.54363155484774 7.86911785035402 7.1536690493495 7.77601972256748 7.65689417386088 8.13769383854255 6.31018526135214 7.42252701352423 7.67551527004332 7.65689417386088 7.38621314213967 7.0235896284086
+"EPHB2" 6.26797458163275 6.67500043411534 6.81920317327122 6.39499757139212 7.03245256000156 7.27277651291981 6.64806030103261 6.26802473710937 6.8640765751705 6.79854642133952 6.68991709560082 6.54277742461903 6.46989346770501 6.59230219192548 6.39870811419464 6.97895628001412 6.68991709560082 6.84641401913297 6.41947147500538 7.02616466373238 6.78484106136514
+"EPHB3" 6.77480550262135 6.686806761623 6.60493143418491 6.58704242154115 6.51175731818361 6.29879015013825 6.70217275020497 6.54659556922926 6.61951121850993 6.55593879402747 6.44840437320261 6.45379117510307 6.45553227041363 6.51519473000883 6.50498404686688 6.57747998855109 6.58472216535486 6.3837135959734 6.37998700479554 6.9713315617339 6.86874902059063
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+"GALNT11" 8.8923362810477 9.5189494440054 10.193051988208 9.3114455011331 9.74136836827227 9.01257163555558 8.91586185967339 9.3566918577376 9.69065315149229 9.72263073429418 9.27074608661212 9.56700714434319 9.35581953124239 9.07341940411281 9.4979620093158 8.9855998481088 9.46373147403601 9.4247810235497 9.49469306471872 9.47419863306583 9.52332700205853
+"GALNT12" 5.23505448669374 5.53527860347116 5.53527860347116 5.19732290930443 5.79575324659403 5.80890398387881 4.713575040262 5.39465686348104 5.06551182822816 5.52302473350385 5.47067896141168 5.37236011488435 5.02712173519259 4.98239434172021 5.00680537530649 5.78134570590479 5.38852146787522 6.42131657911978 5.15223247768374 5.2302238426717 5.62735506388359
+"GALNT13" 6.69572903414343 6.86455668932961 6.31810233719297 6.35347489080952 7.03112818938842 6.58686200325423 6.29079601809376 6.75630682497702 6.73898541719823 6.53477590785602 7.4071622024972 6.72946623285133 6.66211210619156 6.41614145832929 6.3439578421102 8.0305692836579 6.51048721162278 7.33693301742795 6.37594901196051 6.82277465078053 6.64792156514347
+"GALNT14" 6.82437745972602 6.75268419822105 7.62280015755114 6.98312337507662 7.12386101779549 7.42362617839263 6.43173933099818 6.94370282585637 6.87098237957524 7.01369395911751 6.75020887219296 6.87147808606675 6.80202868018177 7.11941595023686 7.31034377569606 6.67623016676463 7.0362738618112 6.56474471903098 6.37512266782078 7.24209816791887 7.19739384780881
+"GALNT15" 10.1545847788266 8.90862542977843 8.00539155117176 7.99050214917194 8.0452585151118 9.0580170537621 7.72601648896549 9.50556773823748 7.64621762621772 8.53802547869019 10.6363014099868 8.67437399313071 7.45804668203419 8.37328041128512 6.8770275825189 9.86382700691839 8.51566911859192 9.2429440455581 9.05922844388638 8.08148640413996 8.08282761502664
+"GALNT16" 8.32966361815941 8.74323958797343 9.3000713414514 8.96721989689855 8.72529135352386 9.6235321519054 8.40967839342498 9.07263126351108 9.13173643996672 8.78265859170428 8.50974771247071 9.06611722048911 9.18264595169136 8.86519422574871 8.94800286489348 7.75014375864283 9.11249265071257 8.79815799150355 8.81364812806633 9.05249740102968 8.93427054486125
+"GALNT17" 8.20085513011445 9.27923784575268 9.81986236357653 8.97399527475119 9.59575729506514 9.25795275538352 8.68568798114552 9.00946653985162 9.13381967277567 9.5402782977188 8.51252949434004 9.54657011116862 9.04573163281775 8.75181884628337 8.62830407002306 8.62641239079558 9.42511854525433 8.85306898536261 8.77913580304255 9.96841884730546 9.34911357411543
+"GALNT18" 8.55948564586975 7.93386670599003 8.46788293805127 8.32969098525372 8.61313258977057 8.59700274163609 7.96598187963319 8.38487383558469 8.62994152607124 8.5699014535797 7.98343420697572 8.69972839677455 8.30729615786179 8.13947362193258 8.08192808105176 7.62458953550903 8.23506197876232 8.09134960617794 8.0288042459357 8.84238405110603 8.36500093037675
+"GALNT2" 6.87551186583569 6.76522978002736 6.77732033310035 6.49563121409036 6.35922801820796 7.41167862014906 6.66576122473134 7.17595746934344 6.45936026067802 6.18602920689646 6.66576122473134 6.73135597216172 6.62548129038235 6.76481608179175 6.66576122473134 6.22528175453793 6.74219132852422 6.73364859306477 6.71825225114182 6.17292123476546 6.50055157835585
+"GALNT3" 4.78226099405516 5.14545151209494 4.74654502637758 4.75799280259008 4.86536331551735 4.94626108722818 4.39378285990675 4.86553500896858 4.63310896577752 4.17502128975682 5.87863945326213 4.62374899855534 4.43986055319204 4.55424217872353 4.77757988867526 5.04145408685168 4.71728361705105 5.74882828363643 4.85225910778789 4.72402091925967 4.39893437511516
+"GALNT5" 6.96138217197051 7.03506270600902 6.81401462912287 7.16202610382578 6.99548853250337 6.99170402339655 7.52051500723507 7.12776518720584 7.11555668093735 6.89439802540129 6.86678613753324 6.92308099319643 7.16807676981549 7.74759470039753 7.08658662596883 7.03506270600902 7.04567699096996 6.50944543738316 6.96568723011825 7.05626297780484 7.11083742634255
+"GALNT6" 7.40180994975202 7.6240582185179 7.11999265797565 5.62141333079162 6.91181008809217 8.18467742084208 6.57211625616677 6.3216794597214 6.38864705207331 6.8485504803115 8.04350663259619 6.48107609358873 6.50864653153082 7.75572324854913 6.751147711837 8.11516648467353 6.67839506086547 9.05142950767765 6.61847065918534 6.13264060761918 6.60972628246791
+"GALNT7" 8.05685518165017 7.52917276755916 7.95727576948908 7.31421813974481 7.19213583220929 7.20377249456145 6.88388170087791 7.23650953735919 6.9842382142748 7.00226080738268 8.24333253448417 6.79497951444633 7.063589453602 7.1149171078395 7.39804369217201 8.78434326185221 6.99253884546858 8.47288921401308 7.2295085314486 7.23592536921739 7.27351963928135
+"GALNT7-DT" 4.49269855014657 3.59098217936036 4.16114904853601 4.47827615636238 3.73662529805387 4.07461388777586 4.08583791360896 4.65962454773964 4.03289840109897 3.96215389252569 4.36513292480228 3.78572934827867 4.4241960493531 4.08583791360896 4.32097394635046 4.08583791360896 4.30291884282523 4.40743602075559 4.08583791360896 3.6762241435338 3.87631700728262
+"GALNT8" 7.45870089145003 7.16998627866397 7.74839745665514 7.60038738214856 7.56856083333689 7.73932138394706 7.43937675653974 7.5101085849148 7.62523167282733 7.73015949854349 7.39921881971375 7.69219471144023 7.54624220596255 7.49714251752153 7.67870886491948 7.40562871833113 7.46157548215084 7.28655470077182 7.66979358102165 7.95450558487764 7.42506350815208
+"GALNTL5" 4.79262188228246 5.71094341605379 5.90361589809174 5.24241852632461 5.98995636678444 6.2442238054727 5.1716869876303 5.22763381184697 5.99146801715506 6.38285844597114 5.04083950225486 5.82648687307589 5.45943363832368 5.7662511083396 6.30099874770324 5.40511858314464 6.10770753087399 5.82648687307589 6.38340007371235 6.06640828209115 6.50618392924864
+"GALNTL6" 4.20291384464216 4.25405910102386 4.07128850793356 4.23659956218974 3.97727653140324 4.21749257809528 4.3230664097866 4.53552366041602 4.38787838629868 4.24163626043398 4.21749257809528 4.13903675608185 4.317463595847 4.50063874522859 4.39015097881473 3.89719925371923 4.21749257809528 4.13445467596128 3.89557596397729 4.25190961920581 4.18766777821031
+"GALP" 3.73529672025709 3.88033228695367 3.84054160309622 3.87094702435156 4.06291769013263 3.95444720619698 4.18807991751548 3.83353097716374 3.76889443902123 3.91711642711659 3.75466879899675 3.84054160309622 3.97689651360295 4.12981651342373 3.8962420252933 3.57571382542597 3.69389239891522 3.64740544914503 3.84054160309622 3.84054160309622 3.76454529942528
+"GALR1" 4.64058294385245 4.71741783086305 4.86350217915352 4.73628791930177 4.59254696700318 4.79353791659028 4.57919414067684 4.4772900559033 4.82796580927709 4.65915049192384 4.53822216029479 4.55607277582228 5.02571091870447 4.89573237334468 4.82282082606986 4.66717045437984 4.60803411177789 4.83253003256814 4.8745975688002 4.75983278080648 4.81509503823406
+"GALR2" 4.32366754131253 4.22019085576873 4.42589547686772 4.4338526546948 4.283166129463 4.48392803511861 4.6232233984705 4.41497159729557 4.5834046835018 4.6261817840202 4.2846465702698 4.73490803199192 4.83406914365115 4.4338526546948 4.56179649383733 4.4338526546948 4.37956200955199 4.55582836642549 4.4338526546948 3.95207008230385 4.57077067534553
+"GALR3" 6.46683714757297 6.67766590119438 6.47242531194577 6.84431628824635 6.66208294285779 6.72316109627798 6.75459561520246 6.44067483123101 6.68030548517113 6.82916897357988 6.67962074150057 6.80417569244808 6.62388391630392 6.68164517035099 6.54398308036194 6.80092593962523 6.72951954658573 6.37192408994883 6.59418997655091 6.53959816508376 6.81579289843787
+"GALT" 5.48461580234977 5.35719438785346 5.44699771849837 5.4093262425515 4.99692966879851 5.08204841443052 5.29361928442281 5.23701073899039 5.11480612407193 5.05595625309452 5.35197178128432 5.17825357276993 4.94403243453109 5.01140853867954 4.81348028022593 5.21162510184184 5.47388619268884 5.21162510184184 5.26265897708434 5.12696555967818 5.12726962541235
+"GAMT" 8.20155697071271 8.19689561636743 8.40075368007223 7.87934958684793 8.12911315437832 8.0877047290555 8.1027732563544 7.80292493425443 7.69562565941482 8.06877469984132 8.52600192856511 8.07135456528719 7.96207766133582 8.11026970083185 7.74821579652088 8.69500095021051 7.87291283607871 8.87008995961692 8.09990801722864 8.3273481068568 8.10777731732396
+"GAN" 3.7480070606896 3.69834232215837 3.61031171900429 3.43873379165497 3.73656647276137 3.41707159552396 4.07926458662196 3.97105042514755 4.03609913783606 3.70885818632385 3.60267624619488 3.40183771561882 3.65074712443976 3.53741376891322 3.81703329057304 3.67884275111033 3.78290393690784 3.98642531672736 3.43725700137603 3.34215571292522 3.5345900978675
+"GANAB" 10.0611063381067 9.5872768879636 8.65715121622828 9.43057693668883 9.24330190498163 9.13327809875975 9.68248122650504 9.46127440146372 9.2410746352496 9.73132817515023 9.72448377271646 9.74146788569763 9.17313221893805 9.41437573810585 8.97689158823074 10.0238314316171 9.53232145387823 8.80270941353858 9.28378288831168 10.0476845273564 9.66405047108889
+"GANC" 6.54809057595236 6.97585242990892 6.75116425624724 6.20956607157835 6.77372317033101 6.98673450289578 6.20740146495157 6.70923454174882 5.97869432322653 6.084432962132 6.87534712353939 6.48199457666455 5.94466829553123 6.74026236402758 5.55284862737416 7.50701177914604 6.53333939565744 7.3653793774768 6.14640112497881 6.15269957353749 6.32032406766099
+"GAP43" 9.30713948783267 11.2155550955035 11.4526388696808 11.3633546111555 11.6612675260592 10.125045571559 10.1113610353447 10.7661775102861 11.6410842975919 11.6946112665043 10.3018090159361 11.5766105620507 11.5803235346704 10.1421756608671 11.4139837816395 10.8004104327582 11.5995422884793 11.1313252672294 11.4793782107379 11.6389846154653 11.9119633310834
+"GAPDH" 12.7159470048638 12.6401456010012 11.9458564356869 12.6117239628196 13.128421726111 12.3133848909287 12.5184405580001 12.7689379099159 12.413985223748 13.1804572247189 12.7656151454209 13.097325187609 12.4522707440803 12.1461846957069 12.3113102988677 12.8103192052798 12.830152062108 12.7271569564061 12.6410707911736 13.1369779418065 13.170575846335
+"GAPDHP73" 6.78213784331434 7.0866546618309 6.48312125255959 7.07891498113306 7.24353774040289 6.69833558771721 6.88913932305508 6.76558771796643 7.06339433168404 7.2210707769658 7.00930713675435 7.01554962835442 7.30024199318942 6.70093934218646 6.97805044069121 7.14144299272757 7.18003988345621 6.59621534760526 6.86459777718411 7.07637200547968 7.18063165223688
+"GAPDHP77" 3.95582889139339 4.0488113775473 3.93668319481726 4.09362863910872 4.15161136003007 4.12255634680641 4.10108277851467 3.79052752102604 3.87020908709433 3.93668319481726 3.75228740088982 3.89326551297174 4.20714265386834 3.99555126222221 3.93668319481726 3.93668319481726 3.88649069149848 3.6804335273921 3.74804182048776 3.81857426938627 4.07154969199845
+"GAPDHS" 4.16868640366873 4.36996885499911 4.24872271140683 4.24572424319459 4.43165023808612 4.92574317852654 4.61284354163675 4.1112004030439 4.49773039017647 4.20850312006264 4.03979539245002 4.4188779425077 4.39893437511516 4.53164972105293 4.25289442726623 4.5686003335935 4.30381188228462 4.02761108504651 4.3180634623632 4.37270884358007 4.36501266910586
+"GAPLINC" 4.09169543291399 4.15023880386558 4.21766899604701 4.16089863856463 3.87661545112972 3.93294370159463 4.18485637936505 4.20127407251357 4.2320290600991 4.20087548998776 4.04830628557615 4.14834060084508 4.42359109405148 4.092259376467 4.08324028435741 4.15402773370595 4.16194008944514 3.73451384652707 4.14072271443859 4.15402773370595 4.26857787528841
+"GAPT" 3.75008494094892 3.66460139364954 3.49983672736471 3.5739870253035 3.72301810505594 3.42230413201513 3.56190782767308 3.62306627013432 3.69558627103495 3.43171121786745 3.50084115310744 3.41423035932705 3.3879006823887 4.14498458779745 3.57212746481611 3.58797465060408 3.57212746481611 3.52861551391958 3.58007858586624 3.61112474030518 3.5832507669732
+"GAPVD1" 6.41214505516656 6.30619483193643 6.01286677720717 6.48233801150849 6.71629096052144 6.18181024550912 5.91479743763937 6.53851495905203 6.10927333254735 6.51796171649799 6.57323831756853 6.61051502185851 6.20889881220879 6.10449743916863 6.11613754897907 7.07872909290327 6.42958954675949 6.96404476576801 6.3571324843092 6.73628313467834 6.72935195238113
+"GAR1" 7.72457017448922 7.29968065045879 7.89009537797637 7.49520615666031 7.2317314059407 7.47114426859972 7.55928149230884 7.23758146110184 7.66249411466838 7.44110443237255 7.92275121279999 7.26062247419955 7.39015882123163 7.53503587897907 7.52811753850935 7.67163134528071 7.08070428618872 7.49084391353836 7.40456416478519 7.61929531483061 7.65824142568914
+"GAREM1" 6.35322287290012 6.14672908030028 6.28909330838811 6.59468150585032 6.0450207516632 5.44236962797793 5.86870018777266 6.07339825706322 6.8383806229948 5.96802426334558 6.53607782480961 5.73527801951873 6.71694416838411 5.92030277756816 7.04029151883567 6.2731649297609 6.53733089780667 6.68272312916881 6.33207481117502 6.09614546019737 6.23794237722781
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+"GARIN1A" 6.41121816266534 6.03494359694459 6.03105185904622 6.03105185904622 5.77915002386926 5.53277870123809 5.76096111207894 5.61867774467187 6.33821833768961 6.25984351956038 6.11613060502719 5.87486227089548 6.03105185904622 6.0088375330385 5.7263487932704 6.15403774871169 6.03105185904622 6.05939320015925 6.27225131441596 5.78270280587925 6.22852170936506
+"GARIN1B" 4.99826407439448 4.92300243498012 5.04677582884104 5.12032525058507 4.90284293006687 5.10097249873369 5.0641184758455 4.92300243498012 4.99553421615431 4.76171640474321 4.71880151182 4.83141262027091 4.99448436926025 5.09685511729537 4.86880546780512 4.7770174719561 4.87938050935537 5.02522907181022 4.94318362391898 4.72423342346295 5.0508058474421
+"GARIN2" 4.53299473138786 4.72404080857399 4.24033533765474 4.95782969409159 4.74984675127009 4.61015471885292 4.55182462549543 4.60967268624328 5.00408559135512 4.64651660437937 4.50023722345358 4.6587770558098 4.79651650419665 5.05624355338395 4.73387463912549 4.67645033955079 4.84738444728806 4.64993627538626 4.62828515113945 4.54135676917404 4.63315445651658
+"GARIN3" 4.02632443247315 4.07523083722936 3.8675549543577 4.06359107344781 3.72251374372991 4.19694963103345 4.55527887730706 4.06359107344781 4.3610597008835 4.08193599403084 3.74585578753782 4.04437805592519 4.13722587909903 4.41725443359522 4.13538500864874 3.76656321390302 4.27333433569641 3.898773541995 4.15485373034289 4.03696129505415 4.18621493892016
+"GARIN4" 6.6571612403275 6.68478731093652 6.76891290846205 6.98759972583651 6.63365407817353 6.79958798600287 7.01842635848591 6.66560937964645 6.73382183158894 6.70527775823834 6.68623424736791 6.7144363542706 6.94392854511269 7.06666761084124 6.57021136190304 6.57246935772899 6.78206430457926 6.34423261922556 6.58499295153638 6.47807830138943 6.85608504771841
+"GARIN5A" 6.23266479913508 6.18229708281303 6.5804424014273 6.19675768019803 6.61119658489837 6.31290356680071 6.13069868150301 6.23693490673232 6.40500862926008 6.58762088814949 6.12229961529883 6.53300206915041 6.36137016034384 6.19336515258983 6.40500862926008 5.84680436663177 6.25050493152902 6.07453868033611 6.31290356680071 6.78605154154317 6.32381667300098
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+"GGT5" 8.52184682738768 6.58784370491153 6.55860088891012 6.95025103847483 6.99523061134154 8.24410622928251 7.07586292093241 7.18051400156334 6.92835906411226 7.18103717888231 7.09398503694273 7.00232709621301 7.23955280870639 7.83853557373095 6.73227155760049 6.4192933013046 7.2574516021669 6.69947527755077 6.66809026603832 7.49146246411418 7.23794615386726
+"GGT6" 4.97781834866386 5.30864078647455 5.2959536581184 5.21822626467336 5.33437484973269 5.41699803540758 5.33355054903505 5.0383315448574 4.92423728962518 5.06205139182681 5.11845637548368 5.13614047935582 5.21554565544074 5.59140381272771 5.37120803584103 5.31289813465543 5.10947436466515 4.94034964523901 5.246451689418 5.13570978932324 4.79932667844778
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+"HSD11B1L" 6.92909654037828 7.41053752630683 7.42897481770058 7.63063919055892 7.60072991954683 6.88725719765338 7.38850664629477 7.26342541079469 7.58785268466481 7.8435634163663 7.3446484748005 7.69673814150444 7.67213180399088 7.24934079071722 7.40818793668059 7.14010106234666 7.51155968650107 7.38808525271351 7.48560106729318 7.98798402314591 7.75181320527812
+"HSD11B2" 5.28600517422984 4.87292433115631 5.32692006831047 5.73843164614279 5.18073597711235 6.24936626783983 5.69398624010521 5.52525227363315 6.30091913370359 5.68597008177273 4.75799280259008 5.41980544610397 5.86418287674685 5.93109383772539 6.3950211780801 4.81239263000755 6.21377269922346 5.32239946751934 6.17342640550195 5.56321093547314 5.46032110739853
+"HSD17B1" 5.4063607824359 4.90856237935118 5.12906069912838 5.68053230061797 4.75749426968099 5.63831129747172 5.85152916253486 5.1611850128625 5.12636942724154 4.55992340177652 5.25348707457266 5.14540170711099 5.32850540125054 5.78335511505682 5.59057966201027 5.38767899056759 5.05552673495078 6.29242236861655 5.56074300518667 5.05654408518561 4.78125701582035
+"HSD17B1-AS1" 7.00311831902283 7.5370272008843 7.7337789973957 7.08319426211659 7.59831435665501 7.26328033203082 7.16207614013105 7.21080544224176 7.18360343991494 7.54363155484774 7.33267743799909 7.42325492182819 7.16157331271248 7.2332873858151 7.07382453951793 7.38909246319002 7.14884531267946 7.41968379705115 7.1723997294752 7.77815723907717 7.48424880652256
+"HSD17B11" 8.87199890774993 8.35694591150198 7.97676961333491 8.28749947494484 8.3119752706232 7.83285955071618 7.93263265943119 8.36316614776847 8.4246219266489 8.49816564808373 8.23684073213734 8.04024382408738 7.91100485146172 7.84141761213594 8.31760302321819 8.60817958108707 8.5353701767802 8.60480440209813 8.41979584703991 8.40360230202013 8.33042760762898
+"HSD17B12" 10.9418170999662 10.8322936567779 10.160402864354 10.3774755563577 10.5917808137174 10.2794323085503 10.5716852083655 10.7276218245296 10.3123223309713 10.4296938141344 11.2053301484896 10.672203092553 10.2829110553248 10.1579526773964 10.3991901562248 11.0685227151083 10.4804002729996 10.4673917683782 10.3337759988651 10.6505704977982 10.2975038602935
+"HSD17B14" 7.55747938391594 7.92490158645653 8.14950736510507 7.88584704137878 7.86603099178973 7.99372884208711 8.47883339299448 7.65755514409031 7.74505759529189 7.89312936487406 8.36343152446284 7.92042405969397 7.97606295728646 8.14765780286119 7.94352501410359 7.66417876824171 7.25550884882596 7.70784608204039 7.95709151614594 8.00083930034436 7.73973236812715
+"HSD17B2" 3.69101410558973 3.69834232215837 3.72594810437099 3.90112613101648 3.75042825216791 3.77810643119545 3.91977967638055 3.60015658005349 3.64018063580658 3.52458281977743 3.54921777473528 3.84178184696505 3.91438789352845 3.72421497208192 3.76665728991002 3.8278861463564 3.64547985285257 3.38995943316185 3.7553500527253 3.65975024931098 3.55767292329186
+"HSD17B4" 10.3855865400777 9.9493145631195 9.83975688714186 10.08829157472 9.84693274622219 10.0074787454968 9.58206386387978 10.0455905521556 10.0236246652877 9.9541676294404 10.1059605399153 9.89864661874228 9.905277442465 9.95952788407395 9.94837616283974 10.0432294820266 9.92064552249001 10.4754060667715 10.0455296039124 9.72382574080016 9.92809813488755
+"HSD17B6" 8.11864881974333 8.38105829201515 7.77731168970958 7.89752027304599 8.28155162806197 6.56616603668641 7.20372210776857 7.99723636880815 7.23104964987349 7.52209923756895 7.89447793713009 7.06564228798902 7.30376408865807 7.3773604624005 6.94698452358703 7.56567999760759 7.06984187615584 8.07213800107377 7.49600234639869 7.5588447563376 6.82757642040335
+"HSD17B7" 4.89977468479078 5.06764699669236 4.94353236858526 5.06117222145664 5.16839297552213 5.33476040663658 4.9532124825508 5.07862773310055 4.88855250702137 5.13965057404255 5.25711088427677 5.34946222126783 5.12680352635663 5.72232536373457 4.85534113308176 5.20429747830955 5.28486501118855 4.94944384902802 4.96518534697908 5.09839356759667 5.16094449341545
+"HSD3B1" 3.84194198099505 4.03930622150797 3.84676627869757 3.88333650103349 3.97135132983273 3.92117765164612 3.97521665806832 3.70716109996551 3.77113781972294 3.74616016544722 3.88509171534632 3.88509171534632 3.88509171534632 3.65104863654501 3.98034666986714 4.49810587140611 4.01534974440053 3.78685476345613 4.10824122430206 3.83963733181027 4.12761737160828
+"HSD3B2" 4.23921618275699 4.19749447503256 4.2929085372578 4.29938893389525 4.21173583249335 4.37138891204734 4.29757794679382 4.32092797466613 4.40030064585507 4.33228531394494 4.16813754383562 4.30291884282523 4.28254119832392 4.42185682005208 4.38209362340098 4.42942790871358 4.17955885087191 4.16581606427015 4.16038376834627 4.37375975077173 4.25710734387727
+"HSD3B7" 7.55061064149506 6.85505991562504 6.69187863933117 7.23889185434044 6.92017204393866 7.64327600650899 7.41991141303164 7.4820042792897 6.91175530875382 7.1118312097379 7.00344170169523 7.13818481336847 7.06366671736625 7.48212947470599 7.07869394248359 7.07781873449917 6.86114874692928 6.95659470505556 6.96845426393426 7.05309797291242 7.1914569478691
+"HSD3BP1" 3.26307628559194 3.23588928990007 3.31571582541409 3.40257596608614 3.18932953269243 3.45329555242299 3.38238731642354 3.22259837712186 3.41352463238798 3.28178997616949 3.24202811222768 3.31004217326611 3.3455806981193 3.51856430306048 3.48051580076668 3.50310234788329 3.31004217326611 3.31004217326611 3.44929028371213 3.30166425412632 3.17366743555257
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+"HSDL1" 7.09746107026409 7.24093951894153 7.54678241659014 7.12584925076831 7.50485169206874 6.71807174927644 6.85900750335805 7.3236595039186 7.48783557788887 7.62479960847617 7.36656070635818 7.45250085841017 7.14899457370975 6.9793148226498 7.49274655190267 7.38274058054487 7.4665193034561 7.69733870758156 7.35508845817282 7.71463863743574 7.38955248349094
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+"HSF2" 7.30950683989073 7.69087215453969 7.86785491462654 7.54369972416859 8.17033582831133 7.55793679151064 6.86653572810768 7.76465247558955 7.36868230704832 7.71127482465465 7.71312622681378 8.0501537458689 7.29336367154408 7.03302949235251 7.7235920408603 7.63847373343505 7.8930610536843 8.19137746031358 7.71867527932944 7.6576112071079 7.71830973671632
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+"HSF5" 3.48892736572057 3.49421063114248 3.57770192638985 3.76145915426798 3.52794444075191 3.32414502537471 3.54260783918177 3.7665400204692 3.47410198389086 3.39301365116112 3.52046042275372 3.65642486358249 3.52794444075191 3.61748771569354 3.71259384250994 3.56372406895833 3.54048810390316 3.52238940543738 3.5237334752688 3.60902796808563 3.60570462186572
+"HSH2D" 4.30923821664179 4.54137198263651 4.70548325674936 4.75600927346733 4.49530509964431 5.06602734806326 4.67541074544134 4.50104248307577 4.94498737398096 4.33029514658199 4.40283105425976 4.69247750154493 4.41068693271402 5.06040562436089 4.50396046288781 4.31404135364784 4.47492769129879 4.37008948919359 4.26706881671865 4.63930726904092 4.71890317804201
+"HSP90AA1" 12.9134056801534 12.7571576619525 12.2229621778604 13.3556048335523 12.6021623731641 12.6116803394356 13.1686877257307 13.0397386463276 13.0863655451045 13.166662548492 12.9400175148747 13.090231124702 13.4130804626454 12.7405198908709 13.4797019483856 13.014244294577 13.0412493266323 12.6417222838578 13.4680548431984 13.1014634796963 13.1849537526791
+"HSP90AB1" 10.7889951418902 10.5801028364168 9.38833059039401 11.0634342004903 11.2071130513735 10.0800814584351 11.0412743486845 11.4851255740073 10.6592732576405 11.5401310016776 10.8333181901952 11.536633344699 11.0924623197497 10.2350274965276 10.7108765789917 10.9325358864955 11.1048735379023 10.6676669025622 11.3250598786799 11.7796238163295 11.7801721174315
+"HSP90B1" 6.98316115833391 7.01289601043001 6.47045121058761 7.23797119111696 6.84015583044167 7.54510364453713 7.25436516268711 7.68031961058286 6.92757992610561 5.78457535376292 6.77851117011799 7.49190078154357 6.96359018617277 6.2655169135672 6.93301770412035 7.10310396675955 8.053640110861 5.91050238157286 7.04709355684532 6.86575743875843 7.30821871910602
+"HSPA12A" 9.26098532254579 9.85413582848348 9.89172067483466 9.8722812003287 10.5540441458816 9.66571900529292 9.12435610211703 9.48657808466067 10.3071156547745 10.6808671961784 9.4255539040204 10.4114207091612 9.9805664811558 9.22400929761762 10.1977650306037 9.9420067072039 10.452489604288 10.2053584277189 9.78394804534567 10.5287511036373 10.6517501305928
+"HSPA12B" 6.85330965907188 5.54516317452074 5.22440096104231 5.59933547546052 5.11901827014079 5.53823750321791 5.79117941987952 5.11188952419347 5.33388615786271 5.53839491128488 5.85199245899969 5.44389207875865 6.00581129866913 6.08726643919682 5.70539483844007 5.29274730601974 5.58525858206548 5.15856753807364 5.274120305452 5.80376184030333 5.54516317452074
+"HSPA13" 7.13497798605798 7.31127100545778 6.25123545424236 6.67734569089305 7.7304828768238 5.98423725340268 6.48583692582677 7.57664518702455 6.86797964580132 7.73425863808806 7.33783727144913 7.28687838138529 6.62866538940647 6.14439441449627 6.52417587547536 7.85238190533623 7.04700764396159 7.56917873683245 6.97855414577215 7.23855443935345 7.65600742303005
+"HSPA14" 7.22703567445246 7.44041360788596 7.53211229958356 7.08730457323126 7.68334500811928 7.15270189962106 7.15258369254205 7.73127713934893 7.54924189468444 7.62209161741309 7.23060156882541 7.29747803548363 7.05224635229932 6.99401474134003 7.46843143587616 7.23618664625759 7.42986892747838 7.92724067173664 7.4153793564109 7.47263880635723 7.38961262510467
+"HSPA2" 11.4001113767767 11.2726611200731 10.6406514373469 11.4637250217533 10.9073221814583 11.232616187979 10.6257025921059 10.4670746732025 10.4653297787458 10.5964395231587 12.2643115302522 10.7453174088165 11.014929378503 11.3172132160734 10.6767332475541 12.3011576707226 10.7053975996465 12.353632800915 10.7989427961233 9.74931431707239 10.4190636697274
+"HSPA2-AS1" 3.8849770849925 4.01125115598815 3.94340301202066 4.19342718914722 3.7603141169561 3.4279416721977 3.64412061090917 3.73835391462935 3.91907602442705 3.7545343820279 3.9526432462815 3.92536172398152 4.02169745600652 3.78410830715363 4.1745233960583 4.09844747792121 4.13232007219488 3.67415187941189 4.02409367812511 3.74698201983361 3.941716120693
+"HSPA4" 8.49721096138723 7.99088152599298 8.51166210290286 8.53582556671189 8.11399187871251 6.54630025474533 8.2926802762359 8.30468885596463 8.96307738687959 8.49459756419379 8.19259460163263 8.35012763068124 8.43245672712441 8.06604384775047 9.02523941574301 8.30240748724753 8.0746036756967 8.27447692630104 8.61904628641679 8.9163542167651 8.60689942868275
+"HSPA4L" 6.84895213970709 7.9638020178629 8.25323574964245 8.44633586110944 8.5043339200483 7.21414721982182 7.48758978721066 8.25323574964245 8.60620296798121 8.307933372418 7.33677183944489 8.25323574964245 8.88448837135116 7.54186660921833 8.90258170006298 7.62839344447495 8.45949392594515 7.91754347950316 8.51027031988489 8.27616310233163 8.51229816639796
+"HSPA5" 9.88294187878166 9.68811177944462 9.53130772430726 10.2883642617688 9.72876259623332 9.63542801915086 9.91205591381235 9.96898231880067 9.62001125954395 9.46868497880717 10.0637630500318 9.89501639045788 10.2334435821938 9.06975736603188 10.0837785128837 10.2521392118303 9.65283457994451 9.72322442113917 10.0245819122699 10.397057549912 10.5894454760106
+"HSPA9" 8.45417754731251 8.47813356368771 8.6545509253393 8.03891730870956 8.70244126481314 8.05731026951121 8.39752460695977 8.6204175798267 8.25655319976219 8.47231653837017 8.8635566822993 8.47126204331111 8.23797114388684 8.15441037041724 8.61649240538842 8.72989501245763 8.35941752433206 8.87336441484525 8.17238221789312 8.58201308245473 8.4705668472788
+"HSPB1" 11.606158783922 9.86631460353275 9.83848520708104 11.6188135094507 9.98558124137227 10.9562159249765 12.1403296247223 12.1992823814472 11.0878845704013 10.4146404580773 10.5346557481247 11.4945491511103 11.8119903726528 10.9159937315431 11.6505355437406 9.76345546929908 10.7235849072671 10.2312187063443 11.7243134333096 10.8599352826486 10.3874829605079
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+"HSPB6" 7.43705983446531 6.77099542593587 6.21102237346609 6.42438254780667 6.80214768807186 6.27433379606885 8.09667581084108 6.69282293304231 5.95568969013145 6.51372692446406 7.30327024512992 7.14111191338462 6.95446919137178 6.78766116567931 6.40094603031802 6.10317758633309 6.69282293304231 6.56061981878897 6.90133805830756 6.5842971746348 6.63850895851742
+"HSPB7" 6.66910112091875 5.6798134398316 5.44162520657718 5.7899061833471 5.6157935784446 6.49582569088439 6.07719360650786 5.56458436710493 5.62881443752917 5.81931138600803 5.51954039791646 5.58069233643717 5.86642018511773 5.99935268470737 5.65534792532319 5.23195581833364 5.708791673045 5.51752614248895 5.76118443683651 5.74434057424665 5.56035088690432
+"HSPB8" 10.7074788413374 10.2157257202103 9.43659282994567 10.382127927178 9.99557392032366 9.07665002923403 10.6541903228515 11.0145453521794 10.3693683984109 10.2937348338303 11.2439325976665 10.5344451834449 10.5836559101282 9.93369967752864 10.3472675069829 10.0621829166761 10.3018316496492 10.201672433591 10.6562323525003 10.2463420576829 9.84164120944498
+"HSPB9" 4.41554189096988 4.37099177871977 4.46724085812796 4.50566683369188 4.16765328038645 4.87900581178903 4.90999344666963 4.2493817728559 4.73780036800828 4.4502298520041 4.58991090260346 4.3966621231289 4.91285439221911 4.74141157219779 4.87679716932899 4.33714808078835 4.30398809786747 4.41554189096988 4.8243697854268 4.27095971635849 4.37791643874817
+"HSPBAP1" 7.42678062546788 7.13673688744717 7.3285669677486 7.14787283952984 7.22153116819554 7.18083824628793 6.94401611105867 7.18511212850771 7.25070349172933 6.75487740967345 7.44417815933084 6.56468244987959 7.22645604076962 7.24888725158491 7.18083824628793 7.68954160123779 6.86321892109647 7.73989627283836 7.04496403259376 6.77170483584391 6.98976427437396
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+"LACRT" 4.75716023347061 4.8605621481902 4.88835674653421 4.92218186558743 4.5406308162892 4.91132832362974 5.00459758156528 4.8605621481902 4.73780036800828 5.06463855564097 4.57389328835672 4.91391930947769 5.1102873151329 5.13549855561822 4.8605621481902 4.7312460445954 4.85615799131863 4.36882877333757 5.0333528747359 4.63354891768668 4.91650125769264
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+"LACTB2" 6.42234786725105 7.50459233193262 6.58284019160214 6.85679492014066 7.48930224740843 6.21993720462108 6.14073776445159 6.33169195338068 7.05944852639993 7.24708137443869 8.25469387788402 6.7776207669597 6.93619052701988 6.47516788982906 6.85679492014066 8.19801828217673 6.65815906226631 8.12242829646909 6.57032134518035 6.61800317253881 7.15225984161762
+"LACTB2-AS1" 3.12675479885687 2.95871171761012 3.00653587701383 3.0384460085409 3.19646576290841 3.23694950258139 3.37416281567249 2.99437247921743 2.87463554624955 3.00808307272916 2.79363040697157 3.12121138716573 2.99670305402149 3.01449908281559 3.00435444881786 2.97039303071345 3.00808307272916 3.07017430344657 3.12134775472086 3.00808307272916 2.87510004654346
+"LAD1" 6.16497823653567 6.24981630108061 6.04895814664056 6.45701282868225 6.33084731249228 6.54615476734282 6.53201112375096 6.2775742785139 6.60002518478939 6.32955284994314 6.24806719311117 6.29816208964781 6.65588290128937 6.56124449491134 6.27261371437199 6.55468281999552 6.50848435692579 6.12009662572069 6.47742129472268 6.12503707896689 6.2055565955467
+"LAG3" 4.30723199237224 4.36464719358937 4.30235078632924 5.01650449533988 4.4338526546948 4.69591049012619 4.54751080496412 4.54751080496412 4.91912212229306 4.88682583911246 4.38363605646823 4.59117195358519 4.37329237320439 4.49859386676476 4.54751080496412 4.58554901528864 4.71851248797487 4.096439604362 4.59238364467584 4.37335863213757 4.87598852855677
+"LAGE3" 8.55072294758593 8.81122660677359 9.14818287056202 8.74745641366827 8.99638988236441 8.66408094048768 8.83355087135113 8.62525478037039 8.9170781688286 9.12256349391961 8.68664042096132 8.90029247076867 8.98921235216469 8.51487151022133 9.04435070762703 8.9207305595144 8.79083660045049 8.78121927944143 8.77908389719742 9.17093512947472 9.06527560232338
+"LALBA" 4.21673750005484 4.37789270811571 4.29078325063883 4.32944589262374 4.22053248328446 4.06419388273258 3.97632787108024 4.18749422845384 4.16089863856463 4.31353726460772 4.08032242374648 4.3273994474781 4.38884007750133 4.40312663760792 4.29120508009147 4.43295081817229 4.4526131737019 3.99960034473755 4.05271074533136 4.29120508009147 4.4298023840788
+"LAMA1" 5.05162171532397 4.80757567542802 5.05497694948843 4.16243735624326 4.4338526546948 4.16819723971062 5.63403871293306 5.66424856046928 4.5744234444702 4.10744844408992 5.27509027314341 4.16243735624326 4.34563274902436 4.62194412972038 4.6307533722714 5.07132118929217 4.12593757624003 5.65001357636821 4.27724402941097 4.18135301647938 4.67997022305967
+"LAMA2" 7.38271268639016 6.43963332276685 6.15562389763832 6.60424680594401 6.78986130640778 6.83457337767662 6.46651971722683 6.60141955524593 6.3300548158212 7.01299606179843 6.5761725041002 6.59934724337348 6.49819883135536 6.99748772731363 5.89728061799214 7.02133981713667 6.52836266915581 6.85223235652588 6.43549374497602 7.39620675413286 6.56342586747504
+"LAMA3" 6.86973616988336 6.2792001921692 6.17493612171931 6.27886288571116 6.17673493343869 6.83226313156338 6.79600151152766 6.66101691426689 6.31599328180975 5.88727254248968 6.17493612171931 6.09901494422693 6.56545732953172 6.76682024840351 6.37945547455437 5.67894331682764 6.38100832173639 6.14837341089837 6.19302109074518 6.32995865546089 6.22297968857245
+"LAMA4" 6.18699728665828 6.21976314139905 6.16411969095104 5.15374456547436 5.81747433249337 6.10960430707384 5.74537072102956 5.98964348517165 4.95688855006164 6.05962834716509 6.72241141675991 5.42465325476585 5.36082033345385 6.16042428506769 5.38629804323226 5.82022411516207 5.1716869876303 5.82287033003888 5.66965813017237 6.75966086825551 5.9653707118358
+"LAMA4-AS1" 5.67193313290703 5.67193313290703 5.46121761465556 5.99458612850954 5.69618670089583 5.74512909262153 6.16573200158923 5.66345304695674 5.75532803944534 5.54640709144761 5.3720412156022 5.63880606972321 5.78831318997596 5.76822503485473 5.75813295807276 5.76529823814436 5.55290308027599 5.21635830448535 5.68841801807575 5.65000786733979 5.82301776449421
+"LAMA5" 8.19426884818967 7.40930328591411 7.75788250741128 7.62731793548938 7.22066458675002 7.99229436549548 7.70265746909616 7.96501480191989 7.60518557098516 7.25053492226902 7.19403409374432 7.47329561439039 7.67287567107776 8.00490531332341 7.39791508267082 6.82386972290364 7.61282775773743 7.32685211325642 7.45312627255792 7.45777017861757 7.65963437779716
+"LAMA5-AS1" 5.8989227205024 5.98453060131815 6.26585680662491 6.32398915174209 6.04230672804518 6.43412828758051 6.4939764250405 5.96668269176176 6.30398625165788 6.36244533303687 6.38347396610635 6.47959704783747 6.56134678530761 6.44522097457171 6.30863528210666 6.32032406766099 6.3484177062266 6.24759656846894 6.47898550397041 5.7874985472009 6.56207950515268
+"LAMB1" 4.48163136023605 5.07762371512435 6.155542136946 4.71039483834119 5.62926912075999 4.00201966752215 3.76320186471338 5.3867166538348 5.30797600518511 5.42294355908246 3.93586779129037 4.93961048687216 4.81278803088795 4.25168152720066 4.44364562416068 4.08299007813454 4.879755604757 4.72262774468201 4.64439528733423 5.81200174251464 5.45876566299903
+"LAMB2" 8.86553742990457 7.16847795110387 7.26862696566016 7.14338481840317 7.02182419259531 7.88863733828318 7.71418131545344 7.38964265779167 7.14641881677567 7.35592929390203 7.72925767974595 7.23503935602798 7.47331620131307 7.5721236295846 6.97556666091205 7.01569841740152 7.50858213933382 7.18937411308614 6.96034866943324 7.8388581340439 7.06410293610853
+"LAMB3" 5.13974617534552 5.54440743457759 6.09799576193788 5.88875926335686 5.83336002860271 5.56310494768024 5.58394703787 5.88606208756767 5.93888995416265 6.09799576193788 5.54440743457759 6.10512088892583 5.85164915056608 5.64345019602122 5.8710109308343 5.71914879689558 5.95897888462817 5.63616489054164 5.88237927463559 6.07947637192802 5.89446890376429
+"LAMB4" 2.91590153485461 3.15133052430365 3.25827628666684 3.02516375009477 2.96044971977131 3.54117730032309 2.90287192002739 2.85284445925282 3.14282313482954 2.75265583307934 2.97274063418055 2.99864289623907 3.37448003325938 3.13733587928254 3.4221088763266 3.00279417941314 3.11222912182376 3.02621214078974 2.99711601814201 3.14947096381626 3.26462177837767
+"LAMC1" 8.75228276879661 7.96078443511517 7.84518770257568 8.05910984988876 7.95433393101112 8.53738633525011 8.35594079386337 8.45570113077233 8.086188842245 8.00433014148109 8.06689804614552 7.70641492276403 8.24191372033126 8.35769949939142 8.21204860971741 7.4068409091563 8.11074479456004 7.72423948436912 7.75599307617464 8.08845832486492 8.29821123832346
+"LAMC2" 4.4933709229041 4.71282464173812 4.73187719071354 4.84470225029574 4.59480364700619 4.65636560201978 5.06614735894961 4.53773279374733 4.72524062331297 4.76573960576195 4.65535736121405 4.68687760900169 4.80750870563732 5.20429292389722 4.71282464173812 4.58334297891762 4.91708165502444 4.54053009032376 4.87651566884398 4.71351970594665 4.55567568510521
+"LAMC3" 6.27972265290129 5.733966615298 5.68519644295041 5.30334886519795 5.72538013006353 6.44160794380385 5.9553968572953 5.56295749493133 5.38272593300708 5.59381253987903 5.41805234166911 5.43423521414159 5.62735506388359 6.21866396688907 5.07337722232218 5.59893887769094 5.7361933892859 5.18144042462422 5.25521340533546 5.72785257932603 5.70800014043253
+"LAMP1" 9.47410799887495 9.32195092239214 7.71998603000242 9.06598109427637 8.76355033004513 8.26963630941894 9.01751796124291 8.9564112605681 8.51732744977467 9.36073125083779 10.3172655090973 9.43018858420482 8.63551455085084 8.35960181154035 8.00995360899472 10.3980370417363 9.07782864489797 8.90068592560853 8.99450543644191 9.39018210682179 9.09932385199772
+"LAMP2" 9.67287454761083 9.46761801345757 8.15122883261297 9.49453086665688 9.14806946525065 10.1605276481445 9.20829925328372 9.1431056315759 8.76623776183335 9.23988565583255 10.0676346482499 8.80103866899203 9.5446794727518 9.37936142246109 9.41571785241424 10.488282100087 9.2208599587582 10.9598954639097 9.5111151594225 8.40088619499051 8.42710429016043
+"LAMP3" 4.07104059682233 3.8746445595931 3.66543043723449 3.78961549678074 3.82255491921593 4.05817132102697 3.97359447273044 3.92441742645917 3.83586897020827 3.69796513192869 3.50117372901666 3.72421426249425 3.90404305173502 4.15999509412616 3.83586897020827 3.80033407443165 3.72649136011552 3.79789751493351 3.65752383037605 3.90505632185761 3.79069830314671
+"LAMP5" 7.31017876428745 8.42034080678003 9.29454920000316 8.33621794646547 9.19117002122224 6.87886119506517 7.02164553876897 8.01405460572276 9.26473945868639 9.43717030475078 8.34810254468645 8.97729050003449 8.65759329898446 7.39038612228938 8.38105433681043 7.65784216624631 9.10117724757385 8.8321184145134 8.6330174239423 9.47149411088404 9.58452666052931
+"LAMTOR1" 9.58336295333006 9.38719551606841 9.07170570116563 9.2253579004526 9.31025129012407 9.20938565505957 9.33249219444957 9.27275656441943 9.25022263254952 9.43717030475078 9.4838261892075 9.20036958352614 9.17159202744308 9.13436416547812 9.19847918001028 9.51756371604291 9.06001902246876 9.4557506842839 9.24831736229669 9.48159226824138 9.24599859992443
+"LAMTOR2" 8.10632467572528 7.88299724792658 8.18524932757958 7.83539385022473 7.89525997783654 7.51555605744804 7.54284087611201 8.01405460572276 7.75874710532602 8.13641338054063 7.98885844847667 8.02508562194761 7.84403618152576 7.52577807250045 7.64727169096454 7.7080585971092 7.57595096073178 8.19467927306874 7.85090820349352 8.27688483376822 7.97582110051413
+"LAMTOR3" 7.51332768625426 8.10902824253933 8.47313738530133 8.05716514247835 8.61745015020109 7.06804408817217 7.53202286936688 8.17804314591019 7.74439449070916 8.58350306814886 7.98696157004261 8.44874438807304 7.61251915389679 7.51609653397399 8.46644110070219 8.24608109828932 7.69687086031462 8.25239577940816 8.35588263266234 8.79040721729212 8.63965406032878
+"LAMTOR4" 8.50917742967964 7.99971638637482 8.45192662740875 7.93910059579436 7.90275744116051 7.80454025107342 8.35031903103014 8.099804641377 8.0667321803663 8.24156786679563 8.45143259160564 8.28192673866189 8.07499483348467 7.80862054158973 8.24828413861122 8.54603196836512 7.80124749872009 8.55463754424961 8.35378617078832 8.51026358014322 8.03955634453906
+"LAMTOR5" 9.79984547615701 9.59059512939319 9.4565272644053 9.5331098433466 9.92110618978754 9.04851204546238 9.64397245215753 9.81750428307217 9.75439527116417 9.98646895477003 9.71158697718086 9.68949497124476 9.37026287427788 9.26264597516718 9.71497959984354 10.0255577845633 9.54515530382128 9.86238472782983 9.84479053454282 10.0515501536562 9.67825974893815
+"LAMTOR5-AS1" 4.47296332863802 4.60909631652752 4.61738986277418 4.22243902597331 4.26313513893635 4.85490839041572 4.38086541302815 4.35031737832336 3.91049817725837 4.03979539245002 4.5417210689949 4.16576397719314 4.05835656546159 4.72300192664008 3.84197357358949 4.77721932088215 4.08132473059392 4.5134242858277 4.38887367546794 4.40359373628688 4.18494980849258
+"LANCL1" 8.8680329813313 9.06221360211871 7.7366226564465 8.11231501201653 8.84326731270511 7.85629576560212 7.80247080501353 8.35937235466454 8.02425227175087 9.04624428991134 9.31436797113958 8.78153589338309 7.87626213403568 8.16184841438186 7.95330159357065 9.97478463227005 8.56279982889231 9.72047144620464 8.506479424351 8.68401271650374 9.28908857019546
+"LANCL2" 7.71965148376401 7.57389403860425 7.36367693313601 7.05051688397065 7.74687450389714 6.86090932524328 7.01916558238193 7.35856124171208 7.07331053191391 7.75049229255915 7.40727479078878 7.62799739115858 6.88243015205273 6.97056069389715 6.90237709266814 7.72078906622567 7.34495557657459 7.64328964292433 7.13756449929529 7.94585129468531 7.62153597814803
+"LANCL3" 3.70632310137397 4.44616524595561 4.88878454670972 4.50643129871752 5.43695518194251 3.92957927812334 3.99789851050414 4.50359972018268 4.79744725051616 4.86374607753724 4.0277315805191 5.00696634770702 4.66844005933776 4.28196782289028 4.41531957833783 4.18708910209002 4.82635933071376 4.50027435686551 4.91056022697713 4.79240651089953 4.63052023075385
+"LAP3" 9.83301928008129 8.70582804403637 8.43929648597057 8.44296885225611 8.65749323805489 8.02074361075147 8.17753245118589 9.28896005564737 8.2776649037205 8.60651462552005 9.37324424138273 9.08457021781556 8.66417270394194 7.9208854658365 7.94931951872872 9.0973003720414 8.06284474916142 9.03366318682781 8.22781522036068 8.89283348533968 9.23986611123528
+"LAPTM4A" 11.1009733867449 10.7177346958617 10.5111133454017 10.7100977090893 10.574599115012 10.3052892527287 10.5109585504101 10.9541394957253 10.6068955216159 10.6880277555396 11.1164577729106 10.517332521482 10.7192142491377 10.5126022738982 10.5781640093908 10.6638393212177 10.6115495710715 10.4159383776627 10.8529672073774 10.5681688623964 10.2903145859762
+"LAPTM4B" 8.48306661436177 8.4842110439173 7.33531607896254 8.03686134771734 8.678452425765 7.02496492938196 7.68454811906381 8.49956691379641 7.73824695965183 9.05104324223571 9.05813716359138 8.75745184675326 7.6663188259485 7.0736931523256 6.93865357947135 9.36494593038513 8.10050284198802 8.95040690204947 8.10770240983165 8.86806896125864 8.79737036717565
+"LAPTM5" 9.97937989953602 8.83714089817491 6.89272678204396 8.52386727624845 8.33493198663828 7.49402922829184 8.70291805001405 9.51772828732609 8.65242185684253 8.88348824657506 8.82464898440421 8.8791639800823 8.87377988609197 8.75254859114071 8.60946438733981 8.53063215035849 9.21134880524252 8.78255825999791 9.27812075849433 9.3304323827364 9.8877281263963
+"LARGE-AS1" 2.85124053788357 2.87568601369397 2.86207730784802 3.09007393809574 2.79269658958032 3.21944999569308 3.15163085613633 2.88349713453704 3.0700263497686 3.0230903760573 2.84666683943395 3.1124068800251 2.81369520268488 2.99823996038568 2.98400369984491 2.88114445214499 2.9247487746605 2.77670191011664 2.9756875799787 2.85236718274946 3.1011894147164
+"LARGE1" 7.70473622429119 8.26098268409734 8.60755453228437 8.2975265947212 8.72388493367307 8.23363612585857 7.89192781172262 8.26767719124777 8.24665725236274 8.82390183347931 7.80991461343192 8.61174999394303 8.25561952411123 7.65177898859526 8.31949403540899 8.10780951449865 8.70321593625195 8.36842922562906 8.22767197185941 9.12276259828034 8.82333177129058
+"LARGE2" 7.12496551261624 7.16846201827452 7.14544865350116 7.15471550285234 7.06538584337665 7.65714049620064 7.95090404806998 7.19236922557375 7.17389845915876 7.14740987379707 7.13445319803559 7.19541940030014 7.36907173196437 7.56866037862473 7.09787622767105 7.0266569863129 7.14315398164902 7.15470771066337 7.23158283723772 7.25255118414098 7.13589465838616
+"LARP1" 5.95782840910062 5.93639722773717 6.01269030854556 6.14906443040865 5.93921840840693 6.80012143802407 7.14529342020717 6.05055448485936 6.33513306349432 6.30449116266639 5.86712549777405 6.27426948894695 6.3702780589931 6.28656282149458 6.13502723973313 5.85332499981892 6.0304547690015 5.66637412388071 6.26145478763204 6.26190856722248 6.18241970740759
+"LARP1B" 7.00877397837018 6.87395872382028 7.0407144421337 6.38192741810216 7.21553459191859 6.8244423402479 6.67342733051757 6.93901468035477 6.59506354782768 6.87784653405447 6.54132726809756 6.92460313842704 6.53021656701368 6.24824031878337 6.74941208358705 7.07565626009269 6.80760725082188 7.66272936631331 6.59052864144385 6.7907772780761 7.01871714197079
+"LARP4" 4.87303574133451 4.70664079142725 4.15709575919105 4.67171972517175 5.43127450901809 4.09097378118759 4.34436513723525 4.70770042234405 4.7813245138473 4.80589088998748 4.87178155670733 4.72565479371379 5.09949249405652 4.22775158834773 4.72819090716094 5.14603502627105 4.60602786418399 5.21462136933088 4.94742361195915 4.60616711556995 5.22715288919132
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+"LARP6" 8.19489437730482 8.9602955239498 8.61362084494941 7.62731793548938 8.94987938768006 9.95453747027668 7.20577018654298 7.40779325466291 7.60133114743669 8.68796594906818 9.7965417032646 8.11040954421939 7.48104948787808 8.18559302138737 7.48856720556911 10.1968467492279 7.464469387985 9.91779645547614 7.32815742626667 7.66305702234015 8.07940135090041
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+"LRATD2" 8.61338756784696 7.91300994918028 7.8281864859252 7.90746023416056 7.70756710613711 9.04305838104936 7.57324174835674 8.36779503829639 7.6429701257899 7.34751736909214 8.90172784395369 7.430601880697 8.18632143129038 7.84963294162009 8.04527923751286 8.83596655995938 7.8780172188177 8.92122033794352 7.55797750858829 6.9756010156729 7.15608719880092
+"LRBA" 7.6287707699178 7.78911188796225 7.89034878136831 7.32883665417741 7.74855338068211 7.8234143824894 7.30119784850578 7.41089920068228 7.50525240580638 7.52191948858736 7.57349816408473 7.65156970812094 7.5772601904304 7.43306930693171 7.28762960464186 7.72504271009037 7.65075377158204 7.9282708872062 7.26581427957334 7.72615871469111 7.61194815146463
+"LRCH1" 4.80252655680797 4.83727109318547 5.87638857778102 5.09764469018613 5.76045307347294 5.4910176991111 4.17611032749591 4.85200796284913 5.43499175029836 5.15943616700457 4.86736466746083 5.53305875083799 5.30604195740361 5.03256595106673 5.65236344782903 5.20619864337407 5.42989748929114 5.06880200783086 4.92256804501213 5.48416309192872 5.58724381172983
+"LRCH2" 7.37219280408716 7.22708376696181 7.56325049064296 7.39404346861704 7.30912714638346 6.89154179162606 7.1709674948476 7.75110246583118 7.46434575790488 7.10291197459739 7.48525846409644 7.1239215973858 7.21558711478154 7.18434207493902 7.52535090271032 7.2185887982257 7.06204790862196 7.7580039916196 7.25769724797973 7.27428802140311 7.09574644649566
+"LRCH3" 7.73249366769936 7.72460506454147 7.40180416167737 7.92387668766786 6.97734570514267 7.72737249619992 7.84940612701496 7.68320466079088 7.73831174361537 7.20116856327436 8.05118084446474 7.32353105564749 8.04481332424772 8.04508766796469 7.73829674991056 7.95699931849038 7.62200476112399 7.60775394117702 7.68979634455194 7.42103156198621 7.30866979555041
+"LRFN2" 5.07267976122648 5.77868023935829 6.3037173843631 5.6331486290379 5.85188996550117 6.31554541067624 5.54584380169003 5.56458709019211 5.38322765669529 6.09245222498838 5.58132623156076 6.47154538590911 5.76353911868859 5.40467705065593 5.20694731116038 5.45235167930136 6.0039980883627 5.59898859215902 5.7008702541797 6.53599129135779 6.03314313003854
+"LRFN3" 6.77922384838077 6.95034388770468 7.20745251814828 6.41318270905178 7.22444285661664 7.22558819076457 6.33914162595901 6.38553395177311 6.36790996236321 6.98658887428142 6.56767976374701 6.71302047392217 6.87822983088348 7.30277274230811 5.66402767274966 6.06637637435299 6.5060901755199 6.8269090908245 6.05441810235537 7.00336445978343 6.8559525991837
+"LRFN4" 7.68417594926357 7.73119890473174 7.94998718418859 7.87361502825151 7.54096857261071 8.20040319165624 7.85231260995861 7.58646193251731 7.73784599737901 7.81557066539432 7.75407289052573 7.64698580642831 8.18494065245369 8.16545614876215 7.88252798462778 7.34734315639193 7.49202703892729 7.60083828130562 7.70695418487361 7.68178770389023 7.54436778745283
+"LRFN5" 7.28010850858601 8.47249135050217 8.81700318877086 8.24683022991966 8.81894815066164 8.14941021401347 7.33200398288529 8.48950176520382 8.73658089815796 8.5752657184384 7.77007813956958 8.69300708921973 8.50529267072366 7.91409157888512 8.71793326592867 7.36079797289072 8.78398561706821 8.08090700644203 8.4609823630908 8.63410605472222 8.46337462963332
+"LRFN5-DT" 4.96461719630449 5.19475837357282 5.22853564632952 5.46387192838371 5.41689294611616 5.09122390903668 5.26265897708434 5.24524277315213 5.43940236680096 5.59745440539723 5.30339988437003 5.70778095852934 5.5141955486626 5.08754643192688 5.28453406541893 5.26429408915945 5.43183154130888 5.36499255086067 5.4018007383951 5.77783057614162 5.42394004779063
+"LRG1" 6.57334833419271 6.11642226030947 5.95720459921339 6.32976253432276 5.85275515370317 6.72216679775647 6.46964488619953 6.14516226008193 6.15392051995672 6.36677484433729 5.93716823705874 6.29706161765323 6.40220405043551 6.73614991424113 6.28038252310716 5.91446703847299 6.34927202459095 5.75072131578917 6.50309127794412 6.23523780380326 6.25149749039487
+"LRGUK" 4.08486316975661 4.16478132854073 4.51407062288539 4.00253269607279 4.03056282681848 4.24148217815514 3.82543202902699 4.15451915766316 4.27009457181182 4.34057268666813 4.09041159265704 4.15321799122229 4.16656291336975 4.16748163850931 4.02816601678115 4.06709982939927 4.38799227927205 4.12575158786452 4.27924239454746 4.11055961729153 4.4939900516825
+"LRIF1" 6.41401317595271 7.14542454794495 7.32668930507264 7.53177976780287 7.61384308018695 6.94952577852216 6.82078757837649 7.4422307958837 7.90138000367208 7.15945256512089 7.05418195733424 6.95947743283499 7.52771099244633 7.08649592153512 7.74807834728856 7.02352637718462 7.16581245070841 7.33073962584297 7.40575101991526 6.9371862924407 7.06410293610853
+"LRIG1" 7.89907720335903 7.63042478655857 5.76437747246563 6.82104831411777 6.71851505086422 5.92643926831372 6.95123351594024 8.22380140726688 7.03337944847907 7.41787466470917 7.56039843644365 7.56990205025351 6.43201127649351 6.60410185524274 6.06576028287017 6.84638976374412 7.13221293481972 6.67543265795964 6.8018217390716 7.32344970094317 6.85567104536528
+"LRIG2" 8.33267257709793 8.51027031988489 8.88049157739037 8.45280572229808 8.50624309278489 8.21162708689051 7.76219821887168 7.73772226978632 8.32696784452227 7.81571916895699 8.75688138429678 7.83803180132475 8.48306532618298 8.33682984041724 8.53780570832843 8.80238676329136 8.13734632595133 9.27900111479643 8.16011989563361 8.15173162977043 8.15002042215865
+"LRIG2-DT" 5.82477276983555 5.8113192401213 5.59686111986673 5.81559383037049 5.63257431710317 5.5334587402016 6.16855026520639 5.79038031795688 5.85329955301662 5.69081396143551 5.79485396975435 5.62160916172435 6.14234388621 5.82122843632884 5.8749460468312 6.01810988425979 5.88806256530424 5.65212152991809 5.70459758242779 5.67212006069342 5.71438401428595
+"LRIG3" 3.70632310137397 3.7019029959712 3.48107494015264 3.5448582959148 3.54146087281287 3.6346948987436 3.5230536858606 3.77464740364858 3.36739867206256 3.33927000522315 3.84598461462792 3.41966509383191 3.48317157196409 3.76908955071741 3.37152873793531 3.9213028749035 3.41119183496291 3.9127102126598 3.55794591973297 3.55794591973297 3.37501724430496
+"LRIT1" 3.64412061090917 4.01351073924548 4.25752073115193 3.71782743206406 3.68837195493626 3.93264720595347 4.15427857486079 3.96499713891407 4.13961865172147 4.03979539245002 3.8463863913317 4.04173616399011 4.02812203993962 4.24758065198652 3.89021228194373 4.16112184031514 4.06590377969994 3.95311493299056 4.05075955550047 3.91354054590027 4.14550609689707
+"LRMDA" 7.61209255534492 6.74870311967359 6.55669924623125 6.6865293134021 6.66063853949872 6.62722637679863 7.17986174221998 7.09508529770013 6.91048285478912 6.54921470268168 6.52204078944284 6.63899792002232 6.7761614106139 7.22838876666424 6.51239641797528 6.39509462609526 6.88491732388141 6.16226913427873 6.77818682370715 6.98496276993549 6.57212755948001
+"LRP1" 9.16983117063261 8.79919224261091 8.53890431532001 8.7660706451085 8.51279091453999 8.70031152069645 9.45855879626123 8.90624631974988 8.6129462008238 8.99908916592618 9.0580375087945 8.8512134217833 8.82050523512981 8.85355142432366 8.2616759721238 8.40638602498056 8.81305957000498 8.48805596159415 8.33581625551686 9.21354024939295 8.78299642293683
+"LRP10" 10.1938813425818 8.67010781485985 8.27027933106112 8.61245228067452 8.27985812633826 9.00095696294296 9.18501709933242 9.34812914172566 8.31409109098872 8.48805596159415 9.20857275607668 8.46206622701176 8.36425870036324 8.89871274577968 8.14256221807589 8.70949061604493 8.40031947656582 8.61245228067452 8.6055343026939 8.85463604767697 8.22724425090206
+"LRP12" 4.62925444748031 5.06764699669236 5.25654561754142 5.07132118929217 5.99185252853908 4.44537183618701 4.48969928670198 5.15089529172571 5.3923328895599 5.66174983112259 5.337904516266 5.56812255668394 4.85384747313198 4.61061520142391 5.24002576369135 4.96173809754153 5.61692846869586 5.53054912723822 5.02708208586113 5.36514352333097 6.03100007289318
+"LRP1B" 7.02153989405482 7.44083309951432 7.86270191976159 7.35525108131673 7.23842821032709 6.99538474254553 6.94541867254793 7.65955977393679 7.03241904866521 6.88034807666348 7.42369801598753 7.10268294456741 6.92860824895287 7.17854792958793 7.40311437719064 6.8836228359517 7.19645737591708 7.0839875246391 6.91028895536585 6.9073497249649 7.30319799456926
+"LRP2" 7.67132440504453 7.52281234379055 7.2439122351672 7.94360847541409 7.54708153998432 7.64465907941163 7.33072498650703 7.48371672226348 6.93426257252927 6.46188551146631 8.20427731189656 7.02094457595524 7.63532445639882 7.68087002372222 7.57511755503346 9.4585152213679 7.61670313614809 10.0007464099177 7.54335485484738 6.55043017500553 7.42704683881838
+"LRP2BP" 6.76003836432582 7.3833457110496 7.47810376106327 6.99469201665118 7.08145078642631 6.46155264024478 7.00284848533457 7.59644457822233 6.5547156134054 5.97013454377704 7.49576652373734 7.16178002903582 6.42767922259871 6.61862118296229 6.61141060858972 7.57832499041437 6.65592818593113 7.48104935313556 6.49167230861724 6.78221956385475 6.33603406848149
+"LRP4" 10.8421926369968 9.90482300114445 9.3306315532245 10.2083090574728 9.40840697866379 10.0355385919136 10.904382028528 10.5118506651931 10.1752120501236 9.69267812791619 9.78878156060841 9.41747083944313 10.0682067798659 10.1928742420536 10.01875700676 9.41876666412086 10.1414728279564 10.155509758566 9.79693794707112 9.3157129703513 8.84007945509221
+"LRP5" 6.95399470486056 5.44061319479109 5.57729769651014 5.76142422693202 5.17886763800078 6.17813889047858 7.08806452562355 5.93024814512393 5.58998915888436 5.27263945109445 5.64956055847445 5.61272508951636 6.02166698208233 6.12910209417149 5.79150412540938 5.67597934850356 5.76142422693202 5.76142422693202 5.66713073295374 6.01468522021668 5.23906571662734
+"LRP8" 7.55041749880022 8.22103629336791 9.11145680166844 7.32228772919434 8.31845667799379 7.85631373838553 7.37101016531909 7.33051957057737 7.71794876561945 7.86739456909254 7.88211157516498 7.62480316115645 8.09061360143615 8.06556168859828 7.86105495344471 7.72504271009037 7.93384969586521 7.84946273465735 7.0909004115654 8.54575808578785 7.98956809376286
+"LRPAP1" 7.35009232852872 6.79511408213104 7.03192641566907 6.91950378822081 7.32677877791382 6.43240816554104 6.8226850339081 6.84259227637174 6.76840769674262 7.28587232278438 7.17229890169692 7.4560463279635 6.60777308838608 6.55742278618901 6.32446373488578 7.6150644271306 6.87764192330496 7.2511023870359 6.78494873537991 7.55257479565621 7.55939557120019
+"LRPPRC" 8.60591394391223 9.35586530454051 9.31214050918289 8.85971180575545 9.52733038839738 8.53658319673234 8.43007982114295 9.02761935133217 8.66384667575229 9.35626822341162 9.22817849031574 9.2422274383861 8.66890666495669 8.44427862150583 8.85134344370119 9.52685378142617 9.1125737091458 9.49621078222956 9.13981059087028 9.26960086751836 9.52549455048032
+"LRR1" 5.62844927044881 5.1248110124198 4.8086365343775 4.90285115420434 5.30667119633004 5.17189237653088 5.00778374596781 5.21702293959469 4.94272552014765 5.44908584844578 5.11478458716692 4.73326512069118 5.43889401605498 5.30912483274747 5.07132118929217 5.38005361222434 5.17335931119911 5.40599019352738 5.29206875174041 5.03372764793322 4.98894882815153
+"LRRC1" 7.50972918283852 6.37514771516368 6.24609509146257 6.80547344713118 6.44400598034944 7.58214354577508 5.96820250133099 6.41182364554979 6.14755814544692 5.99587016672318 7.1406162822761 6.22819702843606 6.50662823021661 6.5636789801518 6.66432077461584 7.80515376874172 6.60720122279603 8.31420203310217 6.723359953433 6.12819059740821 6.11878005325259
+"LRRC10B" 7.11163291150714 7.23984964272469 7.79104764343471 7.82539358581364 7.33898024766454 7.67952314328925 7.32178711656616 7.24619630313143 7.82339422601448 7.63036147936992 6.94537607955347 7.33825015897686 8.01855326489331 7.71945241820461 7.4696036358902 7.0059604944301 7.37850544089002 7.46610208363362 7.52024579028993 7.47467119383564 7.27400152814869
+"LRRC14" 6.25779891354713 6.2087924390596 6.46964488619953 6.03812331314353 6.10146596852101 6.74748221520913 6.5716344522219 6.0034674544277 6.28775508359339 6.17483474824185 6.45610554530568 6.09671510224502 5.99220194817221 6.39523767182722 6.36916162244183 6.35364274982177 6.26067198406806 6.34963695259949 6.2087924390596 6.03942192828665 6.15804654857311
+"LRRC15" 4.24233078678654 4.72597999610552 4.71811542564955 4.90451012341858 4.60290476278114 4.45503733336714 4.7071101578894 4.38713552165391 4.73780036800828 4.65736598102772 4.54751080496412 4.72662408125036 4.65736598102772 4.49018282807016 4.39853188627589 4.77572364755417 4.7937834342189 4.64081757452978 4.83584088628797 4.65736598102772 4.537699768961
+"LRRC17" 4.96821089694391 5.33550561083979 5.99431367135658 4.68813851389277 5.30600842218364 5.33358936572871 4.67055843044708 4.57290160039261 4.72680615210984 5.45143483814097 5.72670881034744 4.98539917942814 4.46337785005423 4.90227882025583 4.40120404378274 5.28873201427663 4.65213318066818 5.24292620503883 5.07218924505155 5.79561837923805 4.62796556495835
+"LRRC18" 4.08630710270724 4.2380725444645 3.93650794084675 4.34155209451432 4.21453985253164 4.22375249252093 4.23689656384274 4.14045226533493 4.14314365529084 4.06223220071388 4.10252619308802 4.10149643050658 4.20954984641821 4.13557720799785 4.2123541539151 4.1525081270787 4.36201480035296 3.69878700070704 4.14525240660187 4.13557720799785 3.9170304417408
+"LRRC19" 3.37268749607503 3.3149753506606 3.41968830827479 3.29814544160752 3.12644434168461 3.13542372755554 3.26275006841167 3.26852194865565 3.23340278798963 3.32238582243368 3.26852194865565 3.18114883963956 3.54993233481574 3.18926720340397 3.26852194865565 3.30334820014298 3.26852194865565 3.25566168740945 3.26852194865565 3.21298160269153 3.34382490588102
+"LRRC2" 4.87845692774905 5.82936355391589 6.61690130235004 6.81227110620822 6.69986388061975 4.95192395718312 3.59353647967842 5.15994632598237 7.37635625157472 6.1470285947904 5.71904361065843 6.53368520212546 6.09346607866575 4.40827564418163 6.54628559631139 5.47077826399025 6.46180156115401 6.43035653009328 6.06266247649082 7.0806279970344 6.83293084576044
+"LRRC2-AS1" 3.97435404689783 4.25710449249306 3.93327554334121 4.30619187067601 4.20290708135625 4.15443968435978 4.55010244703785 4.06148907438576 4.71988871332473 4.11074267692667 3.88497613631412 4.22632802031657 4.30291884282524 4.19022265275587 4.27968329447352 3.95850360894363 4.0397291016094 3.95380261846925 4.44682724873158 4.15430637286174 4.25343203689391
+"LRRC20" 7.167306345923 7.78514212032369 8.26643600002982 7.68240106273933 8.41598258354759 7.78980665238633 7.65807599410256 7.73888104443644 7.98163084058901 7.9657323340577 7.50906289377627 7.95394418519476 7.84357547888688 7.67593263970166 7.83101176852789 7.66649144824751 7.77926379852451 7.52984973201939 7.50925165043335 8.32287416022504 8.09931736036937
+"LRRC23" 7.92883786240233 7.17214384845953 7.43209597562388 7.23829116524822 7.23131653058223 7.28784073236488 7.55679221808431 7.51067128868899 7.45185024882656 7.56962270973479 7.76819521323041 7.40512025229848 7.29081728720615 7.64280009212011 7.41118726864319 7.33324839742441 7.01472277869414 7.3450537604169 7.5224033600855 7.45479404119886 7.21195684510267
+"LRRC25" 6.75597609307276 6.92283818362756 6.51444500790982 7.13643886198377 6.52318357670355 6.67283733641271 6.7882932219884 6.66101691426688 6.73999355477295 6.7983821779813 6.41942062511362 6.88169013776552 6.94448722442075 7.01558805711351 6.94168410184844 6.72887279397649 6.77965597301663 6.36518168044999 6.75802918419535 6.96813877418624 7.02066618179356
+"LRRC27" 6.16283161331222 5.79498511421275 5.90377638762511 5.77654746298725 6.1824271465427 5.39256889886875 5.29066347529006 5.9423607371163 5.52121728567443 6.35959451237231 6.093194708166 6.32429583848149 5.44913221420077 5.75999525318287 5.61383215753441 5.53542776415323 5.92653272579171 5.83165303557805 5.79341410281044 6.35883090761348 6.09800469284042
+"LRRC28" 4.44929937005445 4.782400391756 4.634754989958 4.84887114588175 4.782400391756 4.54938440910647 4.45004575359507 4.62601047903492 4.96360415709033 5.42450548923706 4.21341442785795 4.53305991503049 4.80163704080623 4.99563786129468 4.85928241648755 4.35247864590501 5.01470867945192 4.23802468897949 4.70463475233193 4.57957353332431 4.70463475233193
+"LRRC3" 4.35053389410609 4.14836882682057 4.38795615281613 4.00850168536027 3.96118136072502 4.72621064513127 4.6656478005912 4.37690624672775 4.28251141600041 4.30838351765236 4.00872322968945 4.31134544670144 4.26561499023128 4.53711013353385 4.39800287850258 4.10082240163716 4.38868458282386 4.16445420299168 4.40699297796484 4.22335033192676 4.58529911884616
+"LRRC31" 3.00126855883417 3.22078830297066 3.2217875329396 3.17128645316481 3.57157817194895 3.32014379318758 3.31097251152391 3.21427163382798 3.25529980965886 3.42598080769835 3.16551508491802 3.26688740184302 3.16190577507367 3.49625407172267 3.33673870813781 3.26304710819091 3.25309811826045 3.14454068365364 3.2850737075637 3.54113572103213 3.22808003236315
+"LRRC32" 9.15513958481386 7.5287043383579 7.13185768907008 7.67818207698051 7.77262985748186 9.30833262614198 8.37728348924724 8.58981128865507 7.33472959615939 7.6072287690712 7.0339006859013 7.63397365043073 8.01072571647868 8.728258440503 7.62382440376954 7.16520775934502 7.74677512976901 7.09369058607934 7.33492464381575 7.65206420021902 7.98575603294445
+"LRRC34" 7.20204727211002 6.66114552967754 6.54053411327297 5.51039767669833 6.22435673378066 4.61394418186418 5.7340113036343 5.84502811811933 5.69073402211665 5.85628384233271 6.50924530088593 5.88803560994692 5.03094939589007 5.28559707500811 5.44196995890262 5.72596651871287 5.25587194139067 5.40298257617852 5.74778489406667 5.52389233605549 4.69365562587956
+"LRRC36" 5.46159746553497 5.4236540227253 5.58660929666021 5.73586417311183 5.86333328580813 5.46620441746515 5.76730933886321 5.71181475042179 5.43354479440433 5.59188548638013 5.66229110334598 5.72079591099179 5.49523616674482 5.65735100023672 5.81314204797628 5.96776788385172 5.3973348872181 5.62303957920679 5.60156494123123 5.45466405546327 5.63340681692703
+"LRRC37A16P" 4.49394721120759 5.0932959665391 4.73398073490359 5.02042495721315 4.83617153040383 5.21931069684852 4.83617153040383 4.99566693950353 5.2603370286594 4.69849931452508 4.87178155670733 4.87304161262387 4.97439714009685 4.77701187379485 4.63044268339224 4.86303096283778 4.90835423563686 4.70996574857035 4.74992283118702 4.83617153040383 4.82054730607615
+"LRRC37A2" 7.54146486871934 6.94117258915758 6.53002299468967 8.29811170385889 6.85056725113871 7.13994840041972 7.4071642364874 6.48948327927038 6.95519010776776 6.25763689076941 7.50569480424914 7.8450195160716 7.16833647144219 7.32534515796819 7.66426145923832 6.3152199957902 8.30278977944216 6.30886942668416 7.03597124682742 5.6202265576721 6.54371046802709
+"LRRC37A3" 7.54529613700128 7.34947504108193 7.51090757448299 7.43635997184938 7.30830895375438 7.13620760977717 7.38008945936246 7.05957205202911 7.35578334952284 7.12780845953255 7.22691510594213 7.23892698962612 7.41910882970235 7.36192251168657 7.5065731656004 6.80854132657549 7.34809586027097 7.19950641295136 6.91393508470645 7.16524373718686 7.20785812807339
+"LRRC37A5P" 3.27016498783343 3.49102206994669 3.17019442101395 3.38187351361948 3.50419940274114 3.38525104582243 3.2371083959586 3.35062842049319 3.44772793317555 3.46730084885203 3.33845389356284 3.38539928849213 3.58716366166773 3.43944085584253 3.72084948181953 3.48899566439272 3.37022614266397 3.41603442714824 3.26719883358512 3.38375121341812 3.60961069878232
+"LRRC37A7P" 2.97088237376365 3.32620576319181 3.01718200052071 3.24672953281299 2.98299692159337 3.21298117002204 2.97710375891342 2.9726407622015 3.40742002580421 3.22262283703683 3.11937279602096 3.08767803308183 3.27474251267577 3.17239871116036 3.11937279602096 3.26954323459717 3.14986817899164 3.03132321035605 3.13619358114795 3.05797331032908 3.12239946475504
+"LRRC38" 3.12166070870088 3.01928943504542 3.18732221820056 3.39291693316409 3.13264994495545 3.32238816701877 3.65844379749971 3.05875742700273 3.30215176584152 3.18904617699111 3.22182912461566 3.11001957366698 3.18732221820056 3.14295169552447 3.41195255576711 3.45768998910568 3.11005157194012 3.10866896546155 3.25952347425103 3.12608278112359 3.26095227293129
+"LRRC39" 4.50053125193312 4.88285262878654 5.17810131183366 4.55900976009085 5.02280381332078 4.72269631069405 4.61284354163675 4.89137353177281 4.54982090087225 4.55019936210087 4.45625128003073 4.50872948542669 5.09628549979504 4.77238721213804 4.73960120944732 4.90012329802998 4.76289021031948 5.80634781424988 4.97949066839991 4.83038843795083 4.77238721213804
+"LRRC3B" 7.59728657924474 8.30775182510368 8.21041123393379 7.90755774911595 7.93485664438405 6.25997119690135 7.59871087419616 8.90800696004245 7.6701853287974 7.11355785265438 7.6701853287974 7.49988249378176 7.6701853287974 7.55500197588533 7.80923326433857 7.23824224513478 7.34874310490459 7.41430172510672 7.35375064935054 7.92739094697998 7.6701853287974
+"LRRC4" 8.25686355399858 8.72733498038387 8.55640760496025 8.68026577060458 8.99350406832711 8.77155116342242 8.52774222951077 8.54096817719025 9.07206431859679 8.93679614231008 8.26519539063626 8.61057125662661 8.9494472481246 8.74333392147946 8.82847949335819 7.96576066093927 8.96331247547428 8.06329965467611 8.58947211501677 8.90324321084839 9.01930775504087
+"LRRC40" 7.80747326640106 8.46362161014733 8.48296749860024 7.76438252146899 8.65923400623565 7.59159604166087 6.77398691113995 8.05767479350913 7.89787749755631 8.43087318305798 8.42086173688359 8.29921625756555 7.81870197584747 7.42283473891055 7.94539622080043 8.35100693733782 8.12298248181722 8.47604677399338 7.97212600064483 7.89276577787004 8.15161954866875
+"LRRC41" 8.18463313095761 8.10493558806663 7.75987045562881 7.57385455227909 8.12231889264656 7.57135120977177 7.44260831681819 7.88265420091329 7.70704469407464 8.32410845251899 8.29004703869332 8.27586830845944 7.29995525912077 7.37310954873229 7.10433046762479 8.35246433818133 8.07789198293785 8.10242580754611 7.82957389318727 8.37025017430291 8.14277681886608
+"LRRC42" 7.39785175123193 6.69089565137743 7.02755751624812 6.94370282585637 7.07858564540657 6.97913049351465 6.97913049351465 7.3051246611704 6.96642602336982 7.03526304819535 6.98143324359892 6.79431843358438 6.78757228154804 6.97048551998522 7.12832623505436 7.05507339606276 6.77600355489879 7.29304987239073 6.91678244284183 7.15822122505283 6.75684952533166
+"LRRC43" 7.47906138906253 7.2960666184623 6.95996295152553 7.48663608912762 7.28545878254387 7.11546350471587 7.21357149827722 7.26656336225629 7.28545878254387 7.41302924057463 7.22217038234525 7.48663608912762 7.28545878254387 7.23395817726873 7.02509911191487 7.45894725790082 7.53607438804664 6.86686696908812 7.24813867987185 7.34979964702451 7.49304662138133
+"LRRC45" 6.75541055253154 6.74026484809245 7.1482350176952 6.66576122473134 6.67762911360078 6.88729594346707 6.82086485154473 6.83267132038939 6.86231797122865 6.78086337991585 6.6536852844551 6.8581226661828 6.79015666489124 6.82410942724714 6.65797161344524 6.76568580424012 6.75094605373033 6.95935555007505 6.79483968796051 6.85987166708917 6.74609507501943
+"LRRC46" 4.29495135480973 4.40031753823666 4.78672948028106 4.57491095595478 4.50703687419918 4.50703687419918 4.68901718934441 4.4833991939399 4.50144397631377 4.5242996239699 4.33782566599213 4.27357353608679 4.93202369169056 4.88777994906477 4.45883107923027 4.60771889987613 4.64516642320433 4.09177826341498 4.28296240547142 4.51397034630579 4.50703687419918
+"LRRC47" 9.38145317979113 9.68404949774146 10.2994876126631 9.39915416309668 10.1552456566356 9.45207801792977 9.14533722641606 9.57735045462881 9.70650657949149 9.97269548122892 9.79746687917227 9.87680143739771 9.34124691984186 9.29508114678078 9.58301630008006 9.98757815058727 9.64103058940598 10.1487389556882 9.57411407170441 10.1267095132396 9.89038316613864
+"LRRC49" 7.62368756969726 8.03341738140876 8.33019663524304 7.57968296137192 8.46925323577203 7.24140987763903 6.63291365140771 7.68854306860315 7.91167413032722 8.30099717353922 7.94144076734444 8.22640851950121 7.87019300990873 7.28193154751261 8.05457531805581 7.88431846892689 8.09404712420036 8.04442754362018 7.8352604305516 8.37878307944899 8.15690547512161
+"LRRC4B" 7.50612637600513 7.78742983749163 7.47138295371016 7.92635092083475 7.58624631439081 7.73441097862984 7.6736862818532 7.69283280776238 7.8943021097561 8.42922692704284 7.85493664280803 8.52449190172207 7.92479082480393 7.59618693987822 7.31539159703158 7.97130498579429 8.12620087331024 7.58814310160199 7.75962069436915 8.08134669277358 8.29092470677087
+"LRRC4C" 6.35542119566577 6.68319208854147 7.2979566489082 6.90519403044476 6.58389868973644 7.11916495436475 6.47518104066718 6.84129893819257 6.83519470381821 6.51228140829012 6.62875171226049 6.31774265897743 7.26809852241144 6.61024141952502 6.81145523127456 5.37682447631082 6.68120057457604 6.0919755240263 6.28811464894987 6.62875171226049 5.87774615885039
+"LRRC52" 6.47041984704298 6.59558194774117 6.26559720254995 6.79696877046717 6.47041984704298 6.53436296533044 6.62196723624505 6.47041984704298 6.53289550721649 6.41271474018273 6.37324921616409 6.31095810505073 6.48283541406804 6.47041984704298 6.66709514458744 6.56804356205069 6.42454433063542 6.11326788813106 6.3277744920344 6.60440129533624 6.33996187742872
+"LRRC52-AS1" 4.7930773400277 4.87792262938283 4.89153790322787 4.71476715832775 5.04760184180354 5.36157616094724 4.83457244519382 4.87792262938283 4.9327373961381 4.87792262938283 4.8206813085179 4.91081213057086 5.29534274530478 5.41008252092121 5.26566671013008 4.76696870731672 4.70157149023351 4.73219409897979 5.01840958049702 4.4405573319312 4.9033868943095
+"LRRC55" 5.48443078817688 5.7058221408857 5.96057979131461 5.51113001466925 6.12470380848009 6.53743842502036 5.56338246849722 5.68630669955853 5.50408150733343 5.49732373692401 5.67228479385312 5.86318686712226 5.73322090559371 5.66160405531911 5.59525591855858 5.63992441428578 5.31338777714194 5.3993547758462 5.3993547758462 5.42368688596723 5.48336788709412
+"LRRC57" 5.32857658163851 5.51169226192349 6.2165408275112 5.49302382643397 6.53960812570085 5.60947498726425 5.19117192236596 5.45410303760711 5.87228968571107 5.82807979858815 5.43511987162251 5.7009405463012 5.2760419730618 4.88777994906477 5.60757389230229 5.51403668859576 5.67086772256551 6.27285821511356 5.5021195741831 5.87957158063906 6.02263108600732
+"LRRC58" 4.20992446701303 4.15208892540975 3.79693404259093 4.29618538346479 3.9014772973351 3.63653542195424 4.09627433141947 4.29938893389525 4.25573635074129 4.35562121050457 4.96262530704908 3.98622972668026 4.37305918046705 4.22008434939551 4.23383592189382 4.23725996411421 3.86070149479667 4.27870300633036 4.32375470714535 4.06069730671689 3.82143132650714
+"LRRC59" 8.93508163259238 8.65423831555326 8.59200425794813 8.49691430901467 8.93557030894047 8.5768531924145 8.55332620635514 8.6862951211019 8.80375276511796 8.83562294254428 8.38591139033167 8.59980950755847 8.44420297626318 8.57599843271663 8.66409386168005 8.77257767047154 8.56192848763724 8.93898641646362 8.56770776540881 9.23832298384428 8.82962416830295
+"LRRC61" 7.50221717454037 7.03073160592729 7.42035337959008 7.59742488614329 7.27685165264366 7.50780363875122 7.65856461826792 7.33529914685052 7.25536361555758 7.47302598121204 7.15147852053645 7.44969045385057 7.54091741401107 7.38351963005717 7.59738788128906 7.07667585653118 7.36114223290057 6.72651629488958 7.41014986997507 7.14342896836739 7.32734093410177
+"LRRC63" 2.87653902903123 2.84470187885428 2.72426382333604 3.12649944652209 2.86748409504339 3.09382959270964 2.80727337020919 2.81486392135864 2.78403292941271 2.68563579384314 3.21368809264898 2.91251825304832 2.71058170574161 2.97909151793403 2.68620392885553 3.4403254441338 2.98731860429546 2.98761527559711 2.86333087669629 2.94906970106365 2.7903176513239
+"LRRC66" 4.89307950218112 4.81748278592298 5.01637063131954 4.86966419799976 4.34580256748021 4.51156754624872 5.17738905131333 4.20013822249045 5.15995807401043 4.7693417950441 4.50410997045274 4.61356583795939 5.29115639572597 5.16773250362577 5.00514191596548 4.44810309354683 4.85730542867426 4.59876756155805 4.77746684081972 4.70585877689052 4.70163950540671
+"LRRC7" 5.73799802590211 7.54195471988413 7.81904853304666 7.44975390841053 7.72719204073326 6.11848167373252 5.26829169981804 6.96938220475168 7.42958620652347 7.56783153523248 7.08205509140084 8.04183535825117 6.79463074969056 5.91715706190206 7.2761873843599 7.17032315317905 7.51912267076672 7.44003120509439 7.18358056115811 7.60702322642022 7.74761796429303
+"LRRC71" 7.0839875246391 7.16281255123941 7.13504102508693 7.56142226402159 7.28104838965062 7.45622063415647 8.05761684059944 7.19685061376727 7.54638855167322 7.43432092242229 7.08967033638822 7.27415915899067 7.5022815608959 7.68553617071256 7.4334373493817 6.97516746539439 7.49256136703679 7.01650872415226 7.51487319709933 7.21771605142601 7.32151335207009
+"LRRC72" 3.74603928767741 3.73587943305981 3.74711102301893 3.76145915426798 3.64646847182225 3.69305848859646 3.67355142063426 3.59652649878218 3.57553668627189 3.64646847182225 3.48699463449709 3.70963119339887 3.78982948072215 3.78391749489182 3.64019014789444 3.62589837570552 3.57548772549402 3.60908459433379 3.7977875177317 3.62175362223303 3.48638010834948
+"LRRC73" 5.9107214417615 6.55687355857933 7.16589271789373 6.12159196022287 7.35487887168756 6.11712240581483 6.07300480543673 6.32175989751484 6.79580991251378 7.19110907446303 5.82307423177396 6.68254022562432 6.24624496249475 6.43853076355175 6.22371143435927 6.443834933189 6.4024282592017 6.56811589080877 6.05379387102478 7.60153894724287 7.1360030284925
+"LRRC74A" 7.63715178404486 7.56374229594821 7.74791433128087 7.8095340486781 7.51150591083692 8.01525001602733 8.35702812149995 7.63939506975117 7.87802558056996 7.8117429578471 7.61151852643147 7.76243744536644 7.94545038330046 8.22173175049494 7.96117859848585 7.55218613616014 7.74791433128087 7.27862565084456 8.00123809176452 7.70904390359382 7.74791433128087
+"LRRC74B" 3.72376665509754 3.78306673932604 3.88680422500798 4.12279619670425 3.78397754835484 3.98767812405593 4.33879804361439 3.82044634615801 4.06630504726982 3.75062389733806 3.84199636061003 3.70812290663531 4.19219155815651 4.07792606942969 4.14580993110291 3.88603925253082 3.84049662001211 3.58483177749689 3.79106295564242 4.11685266695911 3.84764010145898
+"LRRC75A" 6.61841296157442 7.16281255123941 7.07667551563164 6.37404214541535 6.90618279181765 6.63981681369342 6.9697847952422 7.22337126532421 6.63291107424417 6.70768721650051 6.49437364262341 6.51686367599142 6.25584112791381 6.63291107424417 6.70903255796686 6.43233509799665 6.11983366717404 6.24590803985891 6.29430090802031 6.93940041999011 6.894052972408
+"LRRC75B" 7.98335970563589 7.76940636171253 8.07947554154201 7.78287217937129 7.7423338233639 8.17470570928196 8.18143534392159 7.82151510774376 7.83975542527275 7.78676651542667 7.60420141674769 7.65019550742057 7.98208234897102 8.19721552758682 7.72606404122807 7.48702373911541 7.7803553115248 7.65286749648839 7.70677126101613 7.83179541831943 7.79135779181902
+"LRRC77P" 3.70632310137397 3.80178679885111 3.40828387797357 3.73820188779484 3.76344352586724 3.96140823701409 3.73820188779484 3.84736583182043 3.60624393018191 3.64829918343494 3.53802826177932 3.73820188779484 4.06051002744707 4.18234803252526 3.85689214153028 3.73820188779484 3.81302779598515 3.37462737937582 4.03475003730558 3.68674726058845 3.6921223653524
+"LRRC8A" 11.7289296895722 10.7346496688398 10.710087513946 10.9880220808847 10.4500994921163 10.4118127947101 11.1139371081158 11.2268228084571 10.9061098844823 10.4661694237917 10.7064508071522 10.7331416634613 10.710087513946 10.8810363177338 10.5710525934869 10.1033270569593 10.8232537786196 10.4138589141752 10.5637049171521 10.7297756244646 10.375329314824
+"LRRC8B" 7.79017611580734 8.95988030989935 9.19901170689947 8.41843857383627 9.33652762585403 8.17352924745767 7.11138010635276 8.1992441604401 8.7292676948099 9.09214405332159 8.5650434682583 9.08813709348984 7.87626213403568 7.64629381435686 8.52150522276073 9.27783339256247 8.93084206968874 9.33762941112826 8.83403929870926 9.37379369250785 9.322940142112
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+"MMACHC" 6.34499363193709 6.53645092404493 6.51090820999459 6.10190913847558 6.61987561681907 6.18188824644756 6.2603560969198 5.73971809950586 6.44852086350919 6.44852086350919 6.53159193450774 6.29220753107961 5.96695901009849 6.32572069278767 6.41337081547208 7.08537357483755 6.43503992856951 6.56705322083808 6.24046125628898 6.69044091302211 6.40712827134851
+"MMADHC" 9.66895058974585 9.573027534439 9.13984250962087 9.53246231599649 9.73334638100434 8.90965338437301 9.21685356802057 9.84614737724277 9.71661818283182 9.98045425803594 9.51614830504273 9.58300663695965 9.36935102849909 9.15511605340944 9.70917759519658 9.80553949971969 9.48320250653545 9.72343211273495 9.61818222701931 9.7241182022862 9.72811280837504
+"MMD" 10.0374246125044 9.74893494918062 10.0274386817977 9.69353836904317 9.8665424700367 9.44372972582221 9.01913017504991 9.76353870868521 9.94992155338014 9.91888350167177 9.5264552055623 9.93742385146434 9.50232205019227 9.508106242265 10.3819209056958 9.69353836904317 9.56389118352155 9.95281150359054 9.94098669390868 10.0536429990901 10.2273379869105
+"MMD2" 6.82058422996424 6.83813178422609 6.87006609668019 7.03975033733853 6.68991709560082 6.6006361819489 7.26949270393328 7.21112756241168 6.49423943161767 6.7341059899257 6.80234632754377 6.52261491234625 6.74731606813165 7.32566494672848 6.69493058282242 6.74240263259416 6.60984509206775 6.7543858464355 6.93030072212136 6.78988532478177 6.8839893142909
+"MME" 6.39208180100551 6.95666827273723 6.83589735173013 7.01576672337673 6.92220314954308 6.69466584842525 6.84701022822476 6.84701022822476 6.77465154531284 6.86378531460458 6.46293920538992 6.92103287570015 6.70984920659342 6.93555684375614 6.71039873609301 7.08446671834268 6.85627934396362 6.7010933242265 6.77842183423913 7.00803813710766 6.89255700822943
+"MMGT1" 9.22866505233386 8.67862674031054 8.7201567708192 8.3784569363217 8.77670734516522 8.34316363751276 8.77229547526202 9.09687014414907 8.5784077029523 8.73087803607435 8.81878735823774 8.79347442998656 8.46179051279796 8.22742365530997 8.35184406460341 9.29226845298649 8.58438730059473 9.21024993499799 8.7456704662346 9.0691661745172 8.65857337704877
+"MMP1" 3.11755388928656 3.12509001906918 3.23065276804427 3.30370836802865 3.36560010406572 3.33328302204852 3.0400827024331 3.39974732244145 3.4580970636081 3.28615078109483 2.95088095793239 3.28493312304615 3.27899656564015 3.33038765675831 3.0768461069553 3.21550988783063 3.31032418266883 3.21383628040076 3.25309811826045 3.5069779095038 3.2654790195316
+"MMP10" 3.07807516202777 3.23905703290424 3.15523279641717 3.27420848537286 3.23905703290424 3.42954220947461 3.39558222889314 3.1526722550564 3.21379542268656 3.18010396735392 3.22091029932756 3.23905703290424 3.40889324700258 3.58849460622507 3.48457546765389 3.46570691079904 3.23905703290424 3.21033821202064 3.15991808207105 3.15639459731038 3.31305325913314
+"MMP11" 6.75918025513418 6.70260295650051 6.95469017672115 6.89242837085766 6.81181206669798 6.88736769632646 7.1215849726512 6.86073332174244 6.91952342472528 6.86393122092889 6.76888909607472 6.88736769632646 7.05860967340711 7.04297516825024 6.9444471261598 6.53821812764407 6.95595733451896 6.78180829382215 7.13972036583198 6.64599429769378 7.04774313165635
+"MMP12" 3.58015036183802 3.40410579983278 3.37867097165171 3.5448582959148 3.33003543389454 3.37456191834758 3.42335081728597 3.30413981714948 3.78892008239525 3.31394912552841 3.35710882023709 3.50100410829198 3.5730490327418 3.68363509520989 3.72499225277038 3.68333561625323 3.57169521328144 3.38938849392402 3.41808244937108 3.52476675934349 3.50310234788329
+"MMP13" 5.2272095405193 5.11147949979089 5.34485958922783 5.35552799940898 5.40898980900115 5.67814757015513 5.31002441574372 5.28437882898049 5.33759193122951 5.2726768839948 5.21202174114261 5.30845239322571 5.44942069865699 5.66128153398499 5.28437882898049 5.41515827726455 5.23392859337463 5.10146870110476 5.4797874038515 5.32759465928621 5.19901305725267
+"MMP14" 7.24342028292683 6.38544874222637 6.52232855334848 6.43283951055393 6.39865970673324 7.15945256512089 6.81083090825184 6.62626846678033 6.73833579171416 6.65908462017389 6.47386196866364 6.57299512150763 6.50755343639569 6.98569766896489 6.48875123588758 6.77516417677166 6.47475540070393 6.17849327411548 6.52638112013534 6.8192172711879 6.18143096473344
+"MMP15" 6.60157703892626 6.81290491762906 7.11015839538265 6.67154860437036 6.8485504803115 7.48145315888003 7.42871048680333 6.67447286031777 6.7549556103777 6.96543989619883 6.50229657254238 6.83516320947519 7.14508681090646 7.21688643886782 6.86355875505987 6.69721810257157 6.73660704989001 6.98532678508303 6.61120627057467 6.81172083157 6.7952618078454
+"MMP16" 5.9855195699726 6.74854451474341 7.38005012508558 6.97525772777845 7.42780269341693 7.63321268195457 6.95898142183319 7.00702910663615 7.09541107665883 7.11185270231785 6.63479016249774 7.26746267284754 6.76669697143272 6.48439313100498 7.3170646302662 5.80591275567385 7.00702910663615 7.1190792274277 7.49439721308579 6.97544045714699 6.54909636486137
+"MMP17" 7.38817313557957 7.56498229212704 8.17899580144409 7.62724690471184 7.67958411007251 7.98083054808779 7.58368191096596 7.49530408883478 7.31664020965523 7.40805733049543 7.41750232234912 7.53816587583411 7.92859994503864 7.59815838893478 7.44909963695731 7.13412862011746 7.50297720250712 7.52945438046085 7.48190053280758 7.83872680434348 7.41991141303164
+"MMP19" 7.06947892249546 7.15280719266092 7.02968003927817 7.40964092263552 7.17020800718842 7.29172402838718 7.34513157810178 7.00144355941972 7.10327504366759 7.10865535066945 7.02507544696864 7.06014182932241 7.38734426121198 7.47713632727634 7.10232145709303 7.14815774097039 7.03685979357384 6.73552789120148 7.18542417263084 7.09184072297714 7.10232145709303
+"MMP2" 6.50170813219169 6.5924974628835 5.99382580137909 6.28713659883494 6.22997774119269 6.62753303012529 6.63565745003212 6.77303641267462 6.27975278281938 6.34814397081101 6.5685828627147 5.99586718080573 6.60777308838608 6.68915292868205 6.18066377501939 6.29079601809376 6.3484177062266 6.12683296716287 6.46016560858088 6.99335689516225 6.76444433539342
+"MMP20" 3.41379211542225 3.50310234788329 3.47213312084156 3.40977795641212 3.46300540552143 4.06116923321443 3.49701155861252 3.50310234788329 3.68301842946085 3.38815919666752 3.20594747052105 3.43069839940513 3.58773005221029 3.48829076034593 3.52286907466578 3.73820188779484 3.3367856621787 3.50310234788329 3.55375959111851 3.52017105774154 3.50310234788329
+"MMP21" 2.70834788392242 2.94916248159991 2.71791339309326 2.93955375070102 2.72513572700106 2.79403883511047 2.71466957469431 2.79105624250227 2.94262276269751 2.73656204416256 2.82237799731147 2.98586326033229 2.81853214912368 2.74611026053873 2.93903865379154 2.94323001163917 2.88779358130988 2.85969648612341 2.85969648612341 2.90767359999384 2.97942445306626
+"MMP24" 6.59652433285684 6.46696683187224 6.79643583506296 6.67720122274525 6.61213499135887 7.36203630931928 7.14099280828713 6.7347782176842 6.72875552100856 6.88043957486965 6.66095560254529 6.71448289046485 6.9231459367245 7.20206711077248 6.58128497926821 6.59042719191275 6.69781112562395 6.5209963747757 7.02823679380972 6.48230979318913 6.68540468549881
+"MMP24OS" 8.24930074189577 8.40619457924922 8.70219242718809 8.23273576833779 8.60469686903658 8.49731183692339 8.10056934593675 8.15243460275309 8.2188980748853 9.06061858757005 8.43182541595283 8.76204636267565 8.05886963333101 8.35191273673755 8.29378172407716 8.41595932698625 8.49223887629542 8.06383051426415 8.27516283061463 8.86328307539604 8.7954066388554
+"MMP25" 7.16436651798105 7.02880277646946 7.06180459079334 7.12528501772673 7.32907717892575 7.75837481360949 7.80032321328468 7.18564402986247 7.14701597579605 7.30770041360117 6.93537343150181 7.18564402986247 7.5023582250083 7.7250005369142 7.26274437653775 6.76951481945242 7.07222956758733 6.65228638819737 7.20346614286036 7.26068314185854 7.18908607436822
+"MMP25-AS1" 6.29185532177168 6.32671708439592 6.3153842081161 6.46569920711708 6.7968893770704 6.55004211245834 6.62763242318455 6.25288274750339 6.05518633590702 6.37327091461586 6.2420143188352 6.15625396883607 6.41748106609724 6.58462161991031 5.91263363419644 6.44309999131443 6.10744540385708 6.60424680594401 5.92146566872576 6.32671708439592 6.37299958103247
+"MMP26" 4.37219477412886 4.65525042603868 4.75110579787091 4.78803351038582 5.04171727658192 5.20003257632823 5.65660074582705 4.66784483447504 5.11724383953887 4.91579866913786 4.77279899502868 4.7228620266275 4.88039264519515 4.65383473581422 4.95539465337189 4.98047012244488 4.83851391392687 4.54137198263651 4.78449068018541 4.77479155313405 4.66194600009964
+"MMP27" 4.48335665421927 4.4338526546948 4.54488726414936 4.65751418716322 4.4338526546948 4.49378202251699 4.54751080496412 4.49873892392767 4.49712377512662 4.22739523997762 4.11198638406765 4.2330209192495 4.41692173561395 4.40870573614578 4.6348796940112 4.4390638842558 4.40944506552888 4.4338526546948 4.15302389419151 4.51833329145217 4.22897075468655
+"MMP3" 3.59212840474048 3.50057875968619 3.76672270867678 3.70588889983416 3.48866247096853 3.82432678042055 3.64646847182225 3.64646847182225 3.74079770689972 3.64010840613862 3.45511341955538 3.58020721668009 3.62019034014805 3.71424472353798 3.54895000442439 3.66394674778899 3.76493218441279 3.33319898674408 3.63380446419854 3.9442746385674 3.46924752939726
+"MMP7" 4.82780927602208 4.96038270552621 4.82979185360268 4.85361849410812 4.69895205803882 4.86170290891008 5.10966512880668 4.92935111940843 4.99039230772091 4.79952093462931 4.50746767683408 4.87598852855677 4.88421123148709 5.13046848842901 5.00747701232336 5.02102626245823 5.07865226205363 4.85065690806057 4.73720760776721 4.79868438430771 4.92260830582006
+"MMP8" 6.83111554073676 3.20437378502826 3.36139087368294 3.50493855492271 3.35320988635845 3.34533872726046 3.432782722979 6.58218577260507 3.26081148347739 3.39291021455187 3.12998866286893 5.70488908146555 3.2799705012864 3.51390364340597 3.42019344839688 3.24603521352027 3.51390364340597 3.37529893542131 3.3851202837938 3.60142489360276 3.2973133542331
+"MMP9" 7.40458545312609 5.17897583377368 4.92681816241079 5.56624073355023 5.67197282277772 5.30163146396495 5.62349643206325 6.44297311777622 5.25345607866233 5.56624073355023 4.97136430351826 6.52574399732107 5.87255197639173 5.99146293949461 5.17833182916991 5.46155862462973 5.67180028071058 5.4261231499906 5.56624073355023 6.03674976780152 5.43304167446317
+"MMRN1" 3.83043572561092 3.08267673004206 3.17587187893203 3.09328373064251 3.14222483055468 3.6701799808995 3.10560252577232 3.14349910894461 3.02609764193924 3.03945179638818 2.93403321288255 3.03174317376493 3.28174345670214 3.47241367613347 3.22510852931342 3.01331972259542 2.89305740596536 2.89417196649118 2.98542733836457 3.57496432319698 3.02077385646106
+"MMRN2" 7.18822636415926 5.06401747218516 4.80344294135095 5.1499540861387 5.1716869876303 7.377172160016 5.16486158035361 5.26391170595146 4.91912212229306 5.42506106669304 5.34398573395902 5.15126646718328 5.98304351766738 6.21049855501288 5.07132118929217 4.68968911978149 5.05285082576313 5.42026805017704 4.78872595404164 5.40321663991451 5.4682599847111
+"MMS19" 8.7327916566099 8.41568068983526 8.80595696819098 8.30307462709099 8.59970296611622 8.68051803306229 8.236385201415 8.48740651036853 8.66524988827022 8.6527208728902 8.52136431266251 8.61783183446491 8.00271446352035 8.16071604422836 8.36293859024314 8.68085101124494 8.68125961386442 8.71578919048285 8.46943008128528 8.76503395684876 8.67927592801735
+"MMUT" 8.23425541120852 8.18954936398936 8.16914578282562 8.07887090777132 8.32946747519805 7.5092836036639 7.76996786706373 8.42569116632044 8.04524003545224 8.2359519037145 8.1149018064335 8.13218496468084 7.16943459325342 7.49155252151172 7.8449339524328 8.42989601193017 8.0906281502092 8.54838679531462 7.42888822720839 8.29146348847785 7.85274942448478
+"MN1" 7.43671999569349 7.30745279905995 7.53754882118189 7.06892930164586 7.00365777283547 6.9577826602673 7.38892210115444 7.11640935096315 7.17313964397507 6.67500968352705 7.16281255123941 7.04067440893312 6.68572607196446 6.71243191064559 6.63904780482872 6.6391506260561 7.28495875818193 7.5916075783657 6.50847341962139 7.71123935130679 6.81893280736473
+"MNAT1" 7.5351204506153 7.87763202398101 7.85357050015013 7.55054943090714 7.90053941316073 7.23565907674487 7.2711809794638 7.80528057206279 7.60703993992993 7.72414506066007 7.59935465038471 7.87607320794827 7.35133003516566 7.25443434691676 7.59854118544847 7.67182435319379 7.67020481525684 7.68320466079088 7.76294109077438 7.94755138968112 7.46310389856727
+"MNDA" 7.1623794413435 5.77668798196875 4.5051253690733 4.16089863856463 5.26270319863102 4.45983281312337 5.46311103908156 6.3791906914509 4.84109048973325 5.53573358629728 5.31106847393139 4.50448648361641 5.48903695907936 5.55844547954839 5.06022460523512 4.76324259782815 4.25365265624223 6.28028485732521 4.8281780801081 6.04677131419273 6.19020080699579
+"MNS1" 5.8319622184048 5.7637414832805 5.89965581386336 5.58359331017614 5.68390852748337 5.48820770726825 5.18296735688731 5.6858699762638 5.48891824362867 5.51974708652289 6.18992572793843 5.78244636949068 5.31579980091329 5.34055343422557 5.58149924278408 5.76978358267115 5.46739296582679 5.58149924278408 5.47009485975494 5.56882093383871 5.459326479092
+"MNT" 5.08240631948641 5.31860560132409 5.27518744485627 5.36245217135415 4.66784483447504 5.43869173419279 5.62996895789958 4.88801355970239 5.29279207896171 5.27305359819595 5.27959940156215 5.57445971473321 5.53147984400162 5.72206597362013 5.32692006831047 5.09064310287857 5.65292370760162 5.41546336194253 5.59742018525872 5.14858418585978 5.50076182085259
+"MNX1" 6.48094215310423 6.59148032307955 6.6419683372302 6.5728380978364 6.5623461254439 6.84649328775113 7.12259577557054 6.56140558576398 6.59148032307955 6.602776695065 6.43984879440773 6.74781572524352 6.66481212582517 7.14765044374994 6.59816963768885 6.51153646595591 6.61042653819732 6.38298380735133 6.7066294541785 6.54515100452522 6.45881967105998
+"MNX1-AS1" 3.91085447209197 3.76047511071037 3.92807672428992 4.08373716152987 3.88449909676262 3.96779852709763 4.04594075777711 4.14507915604025 4.00036348525094 4.04027540544608 3.584700121293 3.96779852709763 4.09107035080809 4.20237234228627 3.96779852709763 3.9542408546657 4.00967676648148 3.63873770952627 3.89033216662295 4.13204848132276 4.01687777192845
+"MOB1A" 8.73677490762786 7.74648270372485 6.88575121995826 7.94310878794281 7.65137483790974 6.90522124612145 7.94886368717567 8.41280956394236 7.87024083983032 7.82273096606968 7.47262111957895 7.4436457812549 8.0634581998447 7.52698412988496 7.76494403050239 7.58867154551139 7.8419397161869 7.58811032962058 7.95689344353054 7.98655408277492 8.09329265922792
+"MOB1B" 8.34960085716228 7.71152428983236 8.3216313517962 8.26031733201525 7.98547019073604 7.30472627575539 7.73891414822535 7.89000568461071 8.59545507778431 7.93936867543186 8.60667632325242 7.85210182720084 7.55850924694318 7.54605071450842 8.30266666913778 7.83653215016512 7.97840497345567 8.06498415641753 8.26301827145113 7.77699684224823 7.92381872277249
+"MOB3A" 8.75217369491803 7.58357654902623 7.60522537965525 7.86655712974773 7.47046421680076 7.60522537965525 8.22245361393997 7.780775161387 7.53001911683364 7.51661633363247 7.70878619596865 7.22926900414383 7.71657168280562 8.06904379418223 7.46203176074831 7.59250275730691 7.36966273847872 7.60522537965525 7.52675997500301 7.8151536928152 7.46844746851179
+"MOB3B" 8.57294892156323 7.7648621253796 7.20639189224855 7.7019249821841 7.28159738514752 7.5096974413172 7.08531021255869 7.65028544265465 7.05224635229932 6.97526243248818 8.39880853692336 7.10810489515251 7.52563728787179 7.24934079071722 7.46642946333897 8.96570900627691 7.45180093937568 8.68874895873084 7.61933524054814 7.22348738510629 6.89115454450142
+"MOB3C" 7.57927227242956 6.62875171226049 6.49155323542829 6.85619630176082 6.482991821367 6.97331123283775 7.45735474346817 7.45701603120454 6.84515817415481 6.66101691426689 6.7865816120577 6.2030763496523 6.84603435928366 7.17382097472274 6.93803017535337 6.51671899353253 6.72340953552036 6.69626995045143 6.84303862501491 6.90788884086783 6.89258094662091
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+"MVP" 8.34653001695513 7.15801321226821 6.89119016573082 7.13781603219635 6.8100355749712 7.68512605434882 7.28549949196761 7.78931317905945 6.49423943161767 7.21896334400421 7.60565897003934 7.19840888705542 6.97770937306796 7.26872737055406 6.5843541640611 7.65530196308749 6.82318418869524 7.93098787656566 6.89544365502683 7.69603634977564 7.40593878569243
+"MVP-DT" 7.85913121364521 7.82757737267488 8.07692984500787 8.14343147344693 7.72007943013747 8.47984774026442 8.94926943868196 7.96435419508488 8.13668013211415 8.16011579701043 7.82325453906769 8.03034843671285 8.37573187153487 8.56390052388546 8.22902712538117 7.63864237810576 7.96338507404594 7.52794769237173 8.22142221742244 7.8937390749287 7.93279255663259
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+"NCAPD3" 6.97103072446433 7.06020095483902 6.95941906418178 7.03204598413191 7.02265548265673 7.24033835832611 6.90152141455317 6.91314959113895 6.91724223158428 6.87530286277009 7.09474702110899 6.72767347190539 7.13001445859369 7.07917077957369 7.07966118119643 7.23530545192194 6.99145621917319 7.43507627291899 6.86771137076955 6.85814019367689 6.9926238599106
+"NCAPG" 3.83625411900961 3.72020930160329 3.91151381941408 3.82526409666637 3.43798358268898 4.17542749133973 4.29279729948989 3.82252558447207 3.88205706265837 3.3435734640331 3.69828176450916 3.78588788108718 3.85460200473058 4.15055550572886 4.03298160914109 3.51239644532871 3.88509171534632 3.77757227089082 4.1406501684265 3.52740967785892 3.89750769692117
+"NCAPG2" 6.21473477895094 6.02157572737164 5.94330574586912 5.69403989077833 6.07016588047692 6.12150318412554 5.42195938720778 5.66625561931087 5.7741464695919 5.94330574586912 6.21473477895094 5.99549716286324 5.28730750799283 5.77002695458235 5.84324430367431 6.31530794079356 5.95529778024292 6.16379078739656 5.58687150701706 5.87158562155245 5.77722207890067
+"NCAPH" 5.5141960302072 5.57967283143796 5.45013199372173 5.69577627309588 5.63816111258165 5.75925488200353 5.28727443023228 5.26590355278674 5.33974880953077 5.47084908004749 5.38613655137679 5.5596664407277 5.48961883489014 5.28727443023228 5.33358936572871 6.11777946170146 5.5535807582628 5.5141960302072 5.28204165146915 5.46606326309741 5.65678636191872
+"NCAPH2" 7.67202530457796 7.79804248575542 8.11625197353154 8.02620671916636 7.96733533296169 8.36447414086813 8.85470485411138 7.81673973720391 8.06302868451387 8.09875278672421 8.02620671916636 8.06093925549 7.88326486931701 8.32913869818369 7.93513578114156 8.0347691553122 8.02620671916636 7.98995975961811 8.29893459800663 8.15803963980332 7.89735591712781
+"NCBP1" 7.68153115187357 7.0459039253244 6.40976844843904 6.88521068642829 6.72058415993405 5.8627925323411 7.13805862292035 7.18627742525696 6.65384972378846 6.60612215624534 7.16700816740259 6.47688820825653 6.17616431341981 6.09470636228604 6.68991709560082 7.32470809792118 6.86922729344355 7.00883021858318 7.18850493635226 7.22784034819041 6.84496929924392
+"NCBP2" 7.53915375867861 7.41910882970235 7.06107908066761 7.14229684308945 7.43467923313574 6.63981681369342 7.60047125883011 7.31373422255066 7.37660491037596 7.58114167739731 7.53941879806606 7.40090511899213 7.0641261927649 7.22043650890959 6.97617338038727 7.03355943342585 7.08748197386473 7.178567387723 7.38371685871432 7.48989570894615 7.43611558333456
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+"NCDN" 7.72611273176818 8.25572214329431 8.37849082854508 8.51475925044966 9.28453533346211 8.10952546203491 7.63026380270272 8.42015223414123 9.1317502264351 9.87037414701768 8.25828470835754 9.83224337032555 8.57639661557375 7.78950625347102 8.35452028200118 8.48387093777646 9.41800843121903 8.49702082357888 8.61245228067452 9.78360816753832 10.0006453727418
+"NCEH1" 6.71498365542297 7.86503822580085 8.46851800779685 8.43619550009133 8.92080327953404 7.47460293498136 6.87381913882291 8.01258329639887 8.69773544301845 8.58970393930364 7.38092422976008 8.46291810958142 8.7777771363676 7.32077986774993 8.87202886148548 7.0392894155968 8.76678711080367 8.19257713333672 8.37659754455619 7.88706525124144 8.74189967557792
+"NCF2" 6.52813120898041 5.7400764286835 4.56042883007288 4.84690656356634 5.23897278654052 5.30584192778641 5.53027105884084 5.65920322354534 5.15021591769607 5.96228722742972 5.45580754837862 5.22357945108762 5.4819592368789 5.6879978987596 5.03692733029979 5.31500464898221 5.34552230595248 5.51553771968277 5.48954621860371 6.39059276764682 5.64632364189915
+"NCK1" 5.17154284254633 4.82689616529114 4.55447385770941 4.36927850904274 4.50110735176522 4.35625727433192 4.97996265113183 4.59455728562329 4.63040537669167 4.66628951438477 4.29301060380745 4.31819112186724 4.35206924093417 4.56252313535325 4.8639326805791 4.47180756842415 4.35716490364294 4.93514762543147 4.4270825055143 5.02724438788711 4.56996766235483
+"NCK1-DT" 6.25968294086916 6.08140985975408 5.53672937415126 5.71843135830668 5.64929819750042 5.57084571307307 5.72907886691063 5.50945622707871 5.95673482090774 5.85656852501775 5.87560589939496 5.32576070368368 6.15529934489561 5.9809997144514 5.49442196762244 6.13922436859426 5.62395833673384 6.17263857266653 5.23932002482283 5.44783874854952 5.36707862546658
+"NCK2" 9.49929109344328 9.27252165493702 9.34826442210752 9.65227675007701 9.55540634960151 9.38389171440093 9.73709827651363 9.48496558392152 9.85427329177446 9.72115145275583 8.86270117536595 9.32206722639086 9.950252353414 9.68058164157507 9.80993543400017 8.77590471436136 9.48618357728287 9.19118865167574 9.54322507966873 9.75857682403185 9.67265933536318
+"NCKAP1" 9.56914388806299 9.71147988914397 9.99764723509553 10.3754765547406 10.1422429497324 9.46752097746782 9.65547189611816 9.78183806908701 10.347242126671 10.1523509121992 9.73501750336895 9.96476225038224 10.1904815891789 9.61306077457747 10.3444083832505 9.79210347260639 10.2387121849233 9.99211145778822 10.2288323160827 9.48026614558904 10.2352209920013
+"NCKAP1L" 6.57944039626195 5.6545712205523 4.84653745131342 4.94463080375082 5.51698186140246 5.12591139970687 5.75591665257109 5.81112400417761 5.39202491342664 5.46129203291351 5.47307638120735 5.00729314653307 5.13947793607143 5.50816853495466 5.52744276229766 5.78681242334157 5.23820244797713 5.59959744094505 5.40954972119843 6.14274663959274 5.86771791232337
+"NCKAP5-AS1" 4.83462527176682 4.97187049812732 4.5068261395954 4.96779632523501 4.59365968517215 4.61759874588811 4.94133211376277 4.60423300584761 4.78975591025607 4.85250326654207 4.83462527176682 4.87385935214599 5.10098002192527 4.88777994906477 4.90849770912482 5.18804794266032 5.29297599197696 4.48734343954937 4.74278841452831 4.56958022936175 5.12518737852102
+"NCKAP5L" 4.99189706658802 4.75883523731536 4.66309177277099 5.25933259883504 4.77604121459932 4.64940849860529 5.01090038249838 5.25653043736293 5.15420778489285 4.95771342590708 5.40383066355429 4.94293251531735 5.1592387014154 5.15570879248542 4.90927420334004 5.14183661503692 4.82608942345815 4.60896364116844 4.97823325882147 4.72676403216008 4.88948335339568
+"NCKIPSD" 8.81089048587272 8.81171543806781 9.3086779862153 8.75907471836315 9.38033440950752 9.14027782859992 8.78844329504623 9.05193917356605 9.27473398325181 9.40466498080862 8.51375767991473 9.17889896773748 9.06917845227323 9.13193391753882 9.12724738654306 8.93628219625605 9.29988349212649 9.20053383490972 8.85828957190694 9.4668369767755 9.31119356480088
+"NCL" 4.38065833113247 4.74799530095952 4.4702664278012 4.75290648855569 4.74922836418045 4.38594015591578 5.12011253688723 4.69663078877543 4.73702646356264 4.69663078877543 4.63153012503805 4.68342090694214 4.87012602248867 4.98785172169797 4.75703742983545 4.77233348848048 4.59675920521419 4.54914578292652 4.66710434053454 4.69663078877543 4.65920136652109
+"NCLN" 7.00807955017777 6.64233927106035 7.03124210630508 6.58349288550014 6.83927263822948 6.68482835695874 6.97345346871267 6.33222623867521 6.59947953170952 6.80313380468457 6.63564067418642 6.75246052360767 6.65557567367966 6.62800718551204 6.22999684764309 6.850396167064 6.6755233104474 6.86439602780568 6.42476980751571 6.89546907740355 6.78026995812382
+"NCOA1" 9.14776095892597 8.66664748182891 8.31678030320293 8.87838173364175 9.04297186551995 8.07161119779143 8.66615285107292 8.99236039004717 8.99982536140606 9.15760299606153 9.06625207396889 9.01265811492902 8.96057134410685 8.50867263633713 8.61044212890202 8.73281498414842 8.91315160689866 8.68392659948692 8.87838173364175 8.94073234897991 9.02967578347813
+"NCOA2" 5.75737447940321 5.43621016324223 4.00802443063573 4.63902719336933 5.58865333621736 3.96124553439951 4.52068711352917 5.35380334568962 4.69081825524194 5.03709425570129 4.92954916207754 5.03196052563999 4.18196144739932 4.01534130288759 3.87220170974506 5.65310972341283 5.2622753647044 5.79415602087158 4.7096388695463 5.25512944254965 5.59745270649817
+"NCOA3" 6.59357228396935 6.56962231654818 5.73004024559728 6.4437047382729 6.10691325337495 6.62498489853316 6.31070928146984 6.46496800941944 6.37771501438446 6.56151406751819 6.34654362668323 6.49287896558547 6.66196975657529 6.36194874893728 6.46654086522946 6.70645717451396 6.60009923518068 6.45673088349375 6.60134030420853 6.51725589122483 6.69879377300754
+"NCOA4" 11.1732548388968 11.146869500566 10.7998719341459 10.9425060430406 11.0099673194774 10.7875383597775 10.7120980965583 10.9508869954507 10.9582876966311 11.1027405725493 11.1686007211968 10.8670715886142 10.9558903402154 10.9290658769652 11.084875847426 11.3106918984054 11.0265882274448 11.2944327633275 11.0534974743489 11.0148140959945 11.0539044095836
+"NCOA5" 8.15247376922788 7.71755577152443 7.96923431020945 8.28176441984955 7.57817376428233 7.05522499484185 7.87115908387906 6.87454432148369 8.0702104565326 7.60402425003839 7.86245388417171 7.11157212449927 7.81191770271189 7.56653244262528 7.83706485069845 8.11699452990813 7.58340611548359 7.81755503411455 7.40296268250291 8.19787450842494 7.56954043887327
+"NCOA6" 9.41908045898796 9.37525963085927 9.29681332054046 9.39038685872268 9.06647722530701 9.28387421030629 8.96063176451849 9.12978939799899 9.34923503304028 9.04284864592215 9.52208329143065 9.24332922757652 9.27231079226062 9.11886030319176 9.30431828246943 9.77461228886373 9.3798897447154 9.75185027848664 9.30101946162407 9.10280413652947 9.17803774059745
+"NCOA7" 10.1173453617729 10.6885757490216 11.0060361797407 10.7746744552158 11.2582659996014 10.606224685268 9.26782874760293 10.5439711510784 10.9741973708573 11.1717632004548 10.2951092523174 10.9131518517715 10.7855364725107 10.0658146179035 11.0670281084402 10.979140947389 11.1794315499928 11.3164655920177 10.9275148988365 10.9481591146703 11.3106910239677
+"NCOR1" 7.13124155721776 7.74792866752166 7.72656541717815 7.59409760854437 7.85955749310105 8.28327520540352 7.32893874858393 8.58593210475521 7.81565119071814 6.82375656426224 8.26935612115189 8.16038347239491 7.56884037905215 7.2144684500503 7.82503328970322 6.96768596958553 8.32717180225749 7.74696325701094 7.57410947515846 7.00536421353845 6.93362750507477
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+"NCR2" 7.06122201365199 7.18239589343809 7.23527502758923 7.3373938242976 6.97034973588344 6.94582260846617 7.38583387120201 7.18318369477692 7.36036650974358 7.31442658195147 7.2210707769658 7.21445306434818 7.36914238573387 7.53772812911877 7.25519876631456 7.15218310950199 7.22529390341652 6.99754448115797 7.1232974368219 7.11554085140586 7.3431083398888
+"NCS1" 7.75374498478683 7.95194042854 8.09397814130358 8.16521153449019 9.01058750307045 7.63577575346625 7.98485071162179 8.1840215979655 8.76615474917207 8.71221448359377 7.8639832746297 8.94901947574509 8.17087839258085 7.44469094255903 8.17978264829972 7.58479245893843 8.53613491052334 7.61017762665368 8.36734651457944 8.67682832931827 8.71737445506306
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+"NDC1" 4.74247503912953 4.28187517114273 3.80921268660061 3.95612775278329 4.67034029561393 4.00676873452212 4.17212138121989 4.17393863156177 4.0015436374303 4.44014323856369 4.72893422168186 4.40570684626003 3.85801376302944 4.00613491382264 4.02902103000701 4.98320181773608 4.33129714295332 5.31584305100977 4.26648906293189 4.24763639438778 4.60027508971339
+"NDC80" 3.25338558296594 3.12717636383124 3.34036919254904 3.2371083959586 3.29681621554848 3.41222410027302 3.63706000968266 3.20618838109272 3.42388030486335 3.36632559955329 3.1969516619501 3.32364959290054 3.24773697071766 3.50476637000143 3.29078824681911 3.03650693567185 3.26298266317428 3.36098780742421 3.40774872074208 3.32364959290054 3.28777101598824
+"NDEL1" 9.12926176053291 9.53147868923395 9.93759749015976 9.57815871984834 10.0596591379223 9.59236549971202 9.08341876361189 9.53516436574971 9.88188300342661 9.88919470172003 9.20302891740806 9.73874600166512 9.7511395532861 9.20381252671042 9.69301457350619 9.2806898789102 9.84614331949209 9.76924958749539 9.48908302818745 9.93341111466614 9.89616416903968
+"NDFIP1" 8.87660540895218 9.21483156829359 8.4161292352472 8.98816101901104 9.77578753828259 7.95087893107596 8.37610025487018 9.13209072898222 8.58560481638965 10.0723522298492 9.29137888841891 9.97363925739643 8.55340517721875 7.8326273777316 8.04722821185049 9.81256915766274 9.46273193341449 9.57771011396176 9.20213880525915 10.0925655193153 10.0611228376032
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+"NDN" 8.58321591533799 9.15265759853808 9.55421790294581 8.87002835829415 9.51157651230223 8.39741319382775 7.90881259391946 8.80347175859812 8.65087192909328 9.36255576801824 9.01599889237106 9.10105376750054 8.4958422214632 8.30958650287342 8.47057825644561 9.51669126615388 9.14112941228484 9.29434214297151 8.53273454638875 9.16116755256324 9.01599889237106
+"NDNF" 5.81525198730229 5.59709187605046 5.68386064962048 5.58587883154178 5.47101107719004 5.13166020566983 5.60523327742551 5.7817007774415 5.50076182085259 6.08996334330149 6.04252802602215 5.67442565356453 6.0881551176334 5.53398183648324 5.66101789006102 5.69100465912729 5.65123181324805 5.12301168119604 5.97170474709526 6.78043671056081 5.68386064962048
+"NDOR1" 6.3069872975551 6.073021975786 6.41514183788059 6.36518168044999 6.16308891941804 6.58515819131112 6.63445247761637 6.30875393675381 6.234913897054 6.32247455116431 6.13193937150715 6.27643016606109 6.36980131400518 6.61944236930413 6.3360046946435 6.3125456703035 6.25706746734673 6.1444593948057 6.36351397131103 6.14130437819736 6.22846376683254
+"NDP" 8.25945654807562 8.57868151676018 8.19346350047126 8.5165919298663 8.1784196764682 7.19783091781358 8.46581731308624 9.04492827446046 8.21081979654956 7.77230075294655 8.48550871236541 7.75875975538353 8.18433731660771 8.13909376686076 8.76027465028667 8.42103859846978 7.89230512079155 8.42369190136436 8.39031485740718 8.27615286985574 7.59261332854129
+"NDRG2" 13.3300700740799 13.0809440009292 12.9490299676229 12.9677010903531 12.4572914971731 12.1853730952025 13.123031017147 13.329623483584 12.7574730314729 12.4325841392924 13.0666249923747 12.5769916307107 12.7798779310627 12.7655815908767 12.5463716693583 12.9714933321509 12.5211194739835 12.7345275751809 12.8719861844122 12.5356875919513 12.3662081215567
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+"PSD4" 6.48399685941874 5.42439847659215 5.16286446415009 5.2547873342231 5.30414423973762 5.10106312856943 6.08442292135795 5.30414423973762 5.09167694319104 5.11918625321799 6.29391834989251 5.34086989150651 4.98730683346238 5.45200254003515 4.90589437882681 5.1934694856196 5.21882017138227 5.25239904077367 5.32736597824582 5.55168806361716 5.01769076001017
+"PSEN1" 9.03945809608664 8.90636810304084 7.68059511612944 8.23039369452869 8.402682050527 8.1041417200876 8.08153398823478 8.06827684041875 7.61405369788543 8.2070909921879 9.38526386158618 8.0783726413937 7.47026229482462 7.98450922893792 7.37502385665034 10.1624324029245 7.9052003695789 9.64343955354604 8.21218217996999 8.1077672414849 8.18222599946422
+"PSG1" 5.93850962583268 6.24016564480955 5.80004817945975 6.0301068327353 5.96816877511093 5.86524032294595 6.30860755855034 6.07854110773496 6.15859325849518 6.14019872511372 5.94851873430127 6.31565638772568 6.22966705622371 5.96188018629106 6.07854110773496 6.24506619996325 6.34683154798679 5.60411515556027 6.13123839972421 5.93366848001288 6.20516712167556
+"PSG11" 4.73781345201372 5.0746497364887 4.72539476487804 5.19858059001485 4.782400391756 4.91359243124632 4.76968755238661 4.79814767992321 4.79394506796676 4.8446201534826 4.79977145853491 4.71085554654642 5.05497694948843 5.0049584477168 4.87805465359085 5.11008331827025 4.94707380707323 4.46996529945333 4.50298464240862 4.88946542222123 4.96709614989907
+"PSG2" 4.56353851994907 4.97897316358211 4.53652224199757 4.78046498055742 4.905756186385 4.88551229752404 4.85107796278426 4.58793591211572 5.03123352569751 4.61366712864713 4.54808514730669 4.63283104203543 4.75236935388685 4.95032256717232 4.96933739229717 4.79017085932348 4.75418286847325 4.64596813975156 4.68842393697479 4.43164988558094 4.69437946105178
+"PSG3" 5.63426035444948 5.59176608731807 5.21513919376494 5.7637414832805 5.57793688658253 5.66347759411204 5.79646595383912 5.66628399550792 5.74534919035699 5.57306577239412 5.26265897708434 5.49050998381804 5.7655416249388 5.96408466293349 5.66558707105894 5.38984928672718 5.56545507990424 5.1329584460178 5.28145700201073 5.43257010018203 5.70332660234967
+"PSG4" 4.8311839275858 4.90587728221234 4.74246849909908 4.96914840264416 4.75558468492172 5.38834796380488 5.06559421861533 4.79480731106087 4.76762525059438 4.8634033510256 4.54371109441821 4.8634033510256 5.00590659523333 5.0126579232713 4.90122496205643 4.71025393700534 5.02056808026582 4.71445722858711 5.0007050113707 4.98530548649814 4.81212154817354
+"PSG5" 4.75650092452239 4.65399244878136 4.52671729709193 4.56093140542188 4.82681886173323 5.24438180614059 4.92732347973944 4.69298447809844 4.63616689501147 4.75440855322756 4.22268702787723 4.43706277866984 4.58377437083036 4.93800712978832 4.61982171989374 4.52378559291464 4.52022221988285 4.54137198263651 4.69298447809844 4.81231202449552 4.8425678590648
+"PSG6" 4.92065989528126 5.32203255774637 4.87634355509545 5.27269150847145 5.03951817912014 5.32909865764111 5.31376345294636 5.11107106288571 5.28790228508634 5.18444621071237 4.75952296731757 5.08111039605151 4.9810558352341 5.35446535380178 5.04501338049064 5.21322247918935 5.10884108621392 4.69766749387734 5.01932219650599 4.93793284461098 5.33354311700847
+"PSG7" 5.61468996102101 5.73715070605808 5.40396943822212 5.86912061085717 5.59808721845902 5.56173107768966 5.86921981476894 5.62608073490661 5.82814793218223 5.7281947805783 5.45721695157437 5.5270610615771 6.00670622707959 6.08025978572875 5.67841482462198 5.9204187644602 5.80605171962747 5.55164005273765 5.76177984490117 5.64328124814981 5.95986388991538
+"PSG9" 5.59688945298772 5.63553146267341 5.48476098114228 5.82688308843753 5.59780307909137 5.66124129736584 6.07328999822191 5.59545309844391 5.55401523720527 5.48519006237716 5.43153769994791 5.51465630085844 5.80402453356673 5.92201886041035 5.59545309844391 5.66924473452819 5.79642026905824 5.12133262671897 5.6196318489062 5.68990844181642 5.82628384255175
+"PSIP1" 7.90656798406844 8.71644621472133 8.85998733373638 8.91840160234413 8.83140562441544 7.76876692042523 7.46872816934084 8.43850440499994 8.97860224014589 8.68281313334237 8.53694522519241 8.77085363759503 8.84786447562405 7.88539530883383 8.72826528041435 8.23155937351635 8.84976471989191 8.54337507275638 8.69582120140334 8.40018043147186 8.60438079515643
+"PSKH1" 7.4782050371711 7.30624682805441 7.1488302468194 7.12470439715528 7.03527120087399 7.3907333692508 7.54034476883881 6.93357563282426 6.71824969846691 7.14913847633857 7.1832262751882 6.87530638134467 6.79665916951431 7.49073304286502 7.01272350040488 7.65941289203172 6.87980403148404 7.37023869730204 7.21845091357428 7.26416484525954 6.92217973721049
+"PSKH2" 5.29635491654236 5.39576317200021 5.16519253188496 5.58784514498561 5.16262588792869 5.275592433606 5.66266718532946 5.30961540747536 5.62650703959608 5.36025763010794 5.20554435782392 5.35877764580191 5.44891462941262 5.34810385551279 5.41436866629083 5.58369558801643 5.66216303913051 5.13192371807513 5.09566694021679 5.36025763010794 5.40545301071431
+"PSMA3" 9.26178850474954 9.24634992895286 8.62868480977582 8.78909979793873 9.27053960986569 8.2027508445677 7.89034572298229 9.0200131281138 8.81370901311029 9.3390282758573 9.30910101984017 9.27133394622847 8.45668655994071 8.3293632983577 8.62283893726702 9.46485496553049 8.86412060413884 9.37199734237707 9.02634785490404 9.24968550422776 9.2820302686107
+"PSMA3-AS1" 8.03276476638299 7.82173707173643 7.8758402709353 7.55725158658287 7.56630288592445 6.97397989855418 6.91601134262601 7.54399971811434 7.66676605933263 7.63903265642439 8.23798444766139 7.59513248618618 7.12054580693004 6.97413484874092 7.20907984723366 7.6576823540668 7.58178466082014 7.83176833003399 7.59400111760598 7.33231010058904 7.47594910861852
+"PSMA4" 8.39846447814031 8.65877800673224 8.64848300670736 8.56201325424806 8.85709801649377 8.50913598724136 8.07231647476243 8.53538578955188 8.65756325639332 8.88268204728145 8.48500280002586 8.6696841037754 8.59732687222233 8.35653493633705 8.62649737310169 8.72377301045627 8.4890102465349 8.85874409050844 8.52352036202362 8.68487732621145 8.73142116350384
+"PSMA5" 6.11369752907389 7.99963188453053 8.36891938547778 6.89040940258267 8.40415388415781 6.96170232473974 5.22122410915788 6.8383806229948 7.38827501748196 8.25760957665934 7.46618813705559 8.02090328993779 7.04605326751624 6.49036795877015 6.96345180738792 7.61573919454109 7.29658561155563 7.93792316927212 6.73446992400927 7.90953288225896 7.92989619196091
+"PSMA7" 7.19973237152849 6.72800370118402 7.04029151883567 6.70699348215379 7.29497929221279 7.13750729572045 6.77015475387019 7.00220774199465 7.181216610451 7.30530441046332 7.18520854554334 7.04029151883567 6.82208863539339 6.62545178678715 7.09667392949194 7.06121389270088 6.78277073103221 7.34586258375841 6.94790500672856 7.32933524107649 7.21339474591704
+"PSMA8" 3.17347507565283 3.13483293632071 3.13692362763751 3.34645592334111 3.38101559058157 3.52844570503294 3.31408099379999 3.38815919666752 3.04385858196007 3.26854996762223 3.06180985981699 3.32885726375711 3.29048678726265 3.08805491144653 3.41010950234247 3.28186157036019 3.26466457971916 3.13847788426605 3.138597122951 3.34539321356814 3.31891433345873
+"PSMB1" 10.1421516737181 9.9792634140733 9.79991220126016 9.63470487234978 9.92151324677016 9.54169119720837 9.26007866675599 9.89700416455632 9.46954637832108 10.1570087864696 10.1834232340454 10.0020919002377 9.25373921333834 9.42227790441483 9.47963673032583 10.3486392542958 9.73683860152553 10.2355563217814 9.80680530290196 9.98490510779814 9.78542354347809
+"PSMB2" 7.7057569283248 8.38988807777649 7.05882007741195 8.26377468440007 7.35710550694165 7.3606079031905 7.62019445264369 7.92814066996688 8.36930803487537 8.39825880069085 8.06666389382991 8.24546859911012 8.18529253681398 7.9889903326278 7.9066125704884 8.51666214821845 8.27708543475837 7.03473593879591 8.04953318469214 8.17952403738407 8.01933896716244
+"PSMB4" 10.2265941976721 9.95687692532416 10.005274993782 9.76077963751684 10.212558089811 9.44961505341749 9.30528536864779 9.89772070588361 9.75113195694157 10.5276394729547 10.1132057310823 10.2604408903822 9.46975808300782 9.39722628323278 9.53144457427705 10.1508866972839 9.78947115378458 10.248389465155 9.86713444383603 10.3222298926777 10.2219684549272
+"PSMB5" 9.97204087421108 9.64590685045548 10.1190910263725 9.84544311325275 10.0461146211511 9.74382396865201 9.66251311121392 9.97107328384719 9.90306963395978 10.5449349004424 9.9440087824192 10.1682105861156 9.83303935508828 9.62684827759167 9.79399402991495 10.2478908599337 9.81244917556018 10.1170944158156 9.97107328384719 10.1765777478713 10.1386590220162
+"PSMB6" 9.61173871554494 9.36289345195977 9.52169710279889 9.24151219209311 9.80083824555871 9.46234013096631 9.28885152996112 9.27197198201266 9.54168152029272 9.85644593505957 9.41691428123352 9.49807187262478 9.12339823733226 9.17937257203095 9.32637896980852 9.83481365174441 9.2988206472644 9.87534659772983 9.36836058170767 9.93482171967755 9.62079967348813
+"PSMB7" 9.90747216818289 9.90101975346642 9.96976991594519 9.70043017983013 10.4765244274453 9.65109742799184 9.34622745668003 9.70018007695169 9.99424976814178 10.4391465576665 9.82564076059819 10.11338191105 9.47760761801129 9.41250910801593 9.75026227579992 10.251574597602 9.97790646576558 10.2683947242974 9.81917738028534 10.428740436327 10.1379639438288
+"PSMC2" 5.78904838232152 5.93479424697662 5.74640281425538 5.75818531723389 6.13922436859426 5.35445615824885 4.98400715944494 5.4448569305318 5.67942815123469 5.98714022720586 6.24394515686699 5.76378058941987 5.4068689598718 5.04975624522333 5.64508586291976 5.97266916266122 5.40856909218703 6.00670622707959 5.29970766957847 5.35913542781734 6.01509509228701
+"PSMC3" 9.37034090294974 9.15414254317088 8.85921053623975 8.94219284455877 9.49546536049377 9.03470068083867 9.04250901872454 9.2869568629745 9.2091350876733 9.65780347523053 9.18780761143268 9.56290530578517 8.61944396718228 8.67940374373736 8.97192051965115 9.62683066739959 8.97838464561669 9.12677231715351 9.10105376750054 9.79105855571717 9.72518952314618
+"PSMC3IP" 5.45317360536504 5.37234737085106 5.35937988821561 5.486258545587 5.0103554214417 5.87998576195638 6.14299947422693 5.289626803982 5.16054667349077 4.59731521908513 5.54831752556065 4.43935727222801 5.70794037526819 5.6466066753382 5.65792208027402 5.2721370083797 5.17437482902673 5.76451217702333 5.42949635792123 4.61395935728901 5.04003097162902
+"PSMC5" 10.4248676814351 10.462532444146 10.7955730501029 10.4511195491073 10.8930748008135 10.6039037656256 10.1656970847039 10.398679745793 10.61532872972 10.9049773227841 10.2754410474903 10.5869065530197 10.4749908437403 10.3980190007448 10.4274361027026 10.4269256092745 10.5097339367626 10.773991656644 10.4454722303719 10.8142508176762 10.7231683573379
+"PSMC6" 8.43395863566589 8.48084795968751 8.53870936945427 8.13726884484059 8.90528993385123 7.92836066460828 7.41949040275416 8.39283347749755 8.37786415881672 8.787922523297 8.76172984781839 8.8840324666787 7.98308941469771 7.36572991468456 8.56276729573117 9.01705428174038 8.49331697129425 9.1036454783129 8.29237820711447 8.73308433263753 8.64954915061368
+"PSMD1" 9.03265299747042 8.87741246153217 8.94716618413286 8.75186714627213 9.7670122061578 8.71875560615928 8.30404705506412 8.86341711825147 9.08083382319001 9.60493680276263 8.78222208270022 9.49818336295385 8.29942656202748 8.35748375327982 8.71554178812951 9.04070993810535 9.07585709146147 9.0501351584519 8.77535548315216 9.4880107494582 9.30729882304657
+"PSMD10" 8.99069524882804 9.11835750021551 8.36632417304995 8.84296243616319 9.13036285543685 8.18316606292325 8.55957086679514 9.03414907038085 8.84874928473805 9.27047299255631 9.28792354641621 9.18025293238574 8.3125167456127 8.36753728965459 8.56802219393982 9.57447409917616 8.80842779791917 9.52890700938372 9.02092650302454 9.12462774298107 9.08127779264971
+"PSMD11" 8.21810456794929 8.45091683112367 8.84888924017979 7.95528826662257 8.91707672130741 8.61770856242855 7.86995467595562 8.24331646485028 8.5357689842883 8.99854052511952 8.25674300846037 8.86906203866412 8.0128939520524 7.91487340246819 8.39084321663132 8.4722365029628 8.74917435960734 8.79221885747838 8.06797011082211 8.75921202306273 8.75550584959602
+"PSMD12" 8.72299883538332 9.34036416528759 9.48476850899591 9.37149024908694 9.79927725678122 8.83344143565159 8.22381363254411 9.01921057194783 9.64232065834115 9.79278840405208 9.06156497142992 9.41372926373387 9.74886037007188 8.7242114503351 9.68067911581209 8.97409640777564 9.64874460195439 9.44273154063419 9.36344666563111 9.46438960121887 9.79885536923207
+"PSMD13" 7.86569784064413 7.90599448386853 8.66857696601915 7.54158472580305 8.35673176387801 8.1882856438252 7.40892633503779 7.9598453686178 7.84499826757418 8.19885932938883 8.02132308628445 7.81972508084142 7.63942803680686 7.65995460217954 7.73069601738032 7.90482601668118 7.9598453686178 8.44855611166816 7.63163584285555 8.25113244685161 8.03994868180714
+"PSMD14" 10.4636148289652 10.543211423251 10.6262988144761 10.320844599031 10.8312556725629 10.608390175347 10.1997183635709 10.5304667012449 10.5460047105784 10.8595587273987 10.4276870621767 10.7583274681867 10.1902907123807 10.136733767791 10.5979252202348 10.5519044484101 10.4716854024804 10.6371564875535 10.561430177332 10.6925963192125 10.543211423251
+"PSMD14-DT" 3.63434582627725 3.61186929820375 3.64856512458354 3.68961448094672 3.58011184290364 3.70503313886572 3.6438097702025 3.65849651528688 3.86723243501832 3.53741376891322 3.68961448094672 3.84447744069621 3.62195636067234 3.96095408836603 3.75654664343811 3.98610100691504 3.63434582627725 3.72168541890689 3.58902255347817 3.55185032656886 3.77017723241294
+"PSMD2" 9.94095090241666 9.57937087194635 9.79752715558098 9.57735045462881 9.97010876468511 9.8229314237605 9.99408250311868 9.65917042964918 9.94000089611758 10.0337015634073 9.62069423164066 9.80204132920076 9.65217467364222 9.60027323259329 9.78117879415544 9.49468435699939 9.73539028982978 9.77487555445681 9.63828816994725 10.0902069725048 10.0351402268241
+"PSMD3" 8.69203359121343 8.43369042891845 8.45205598639994 8.31048988464909 8.77379333253907 8.42549136445357 8.47982194372226 8.31278898637868 8.48599982983057 8.80885146290794 8.53455120968843 8.71127016408049 8.28032285796484 8.10977556925301 8.28434011081906 8.47091742731063 8.65828438395744 8.52947649620509 8.22619855208002 8.8164161252202 8.56467487698693
+"PSMD4" 10.1506281867803 9.96843176260175 10.3379110208931 9.83011825385218 10.3858266502751 10.0058519525976 9.86031637202183 9.88899347197999 10.1191961069812 10.4582175639295 9.92358499464731 10.2357057306518 9.59949223702493 9.73937804822162 10.0219738627747 10.2965219443205 10.0992579305192 10.2901373399065 10.1154226700204 10.3495916359122 10.3334959072948
+"PSMD5" 8.43282520636964 8.21744046865446 8.24544162459026 7.84293122660057 8.36368001958405 7.76590250069788 7.69184541814168 7.90066082122488 8.09909234428417 8.34041581717733 8.11179014283874 8.10056934593675 7.33903169852721 7.80155546232136 7.70950665615671 8.52321252401352 8.09751740065729 8.57049545658465 8.36594735720222 8.39336920623167 8.11179014283874
+"PSMD6" 10.216647702709 9.89031420961135 9.63066829706098 9.74465646882147 10.2675443922557 9.69756432626598 9.71939617885094 10.05232057434 10.0508933984057 10.3447036886085 9.81257535923294 9.95016513670448 9.71018947171513 9.51994896402242 9.75003289339249 10.0676135969798 9.8020281827665 10.1829259821647 9.82892278907495 10.0608575752946 10.0644302428432
+"PSMD7" 9.18262942056989 9.19919891493039 9.32984737455851 8.9978687935877 9.46185992000049 8.90430869111341 8.99564166364791 9.46164748130935 9.29526728099829 9.39181181470043 9.28408685956827 9.39596125901866 8.80696098331748 9.0379796004013 9.31161408741782 9.65473661788805 9.27007021015007 9.58885991885524 9.07149074994495 9.42227644307341 9.41503180708164
+"PSMD7-DT" 3.86451695142144 3.71638001497554 3.86293655042265 4.07605302923454 3.77288226103671 4.28848175808695 4.00749237018996 3.67699087428175 3.83430345085401 3.76649585251223 3.81323935762747 3.90933233667175 4.23485961665478 4.41865998915794 3.82570679917102 3.59616229024143 3.78173963149664 3.70105988961415 3.80867545369794 3.74049516012654 3.89615043680364
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+"RBBP7" 9.32283507051036 9.37337954363702 9.36692959497925 9.1800685107435 9.4469974419164 9.03856408013243 8.96806830956471 9.33132400237944 9.52142209511039 9.6382292147242 9.36279368270978 9.39460860906195 9.27209715150187 9.08831401959801 9.2100966348515 9.49686019366508 9.45853513783815 9.65937200143798 9.38943091748841 9.46882518917065 9.44763113113519
+"RBBP8" 7.55230782298845 7.28522012822372 7.04639953265154 6.9368931589621 7.1039006872225 7.16279932375223 6.85469439636417 7.28545480327884 6.98807308295741 7.00390268194644 7.23052984859072 7.09508473513436 7.22120041477971 7.34855920521115 7.36621955329691 7.05746307994108 6.7593488129353 7.33681796501648 7.00778112815291 7.0367318609646 6.80417755067334
+"RBBP8NL" 6.76447888805107 6.77641062767483 7.03221941642542 7.07327138821589 6.67979933804331 7.44851101963014 7.79980660609167 6.76678256220695 7.1129776468607 7.07084468341994 6.85574740325603 6.96695359974875 7.20564916565544 7.21916249888779 7.01684889062685 6.58664139797531 6.97336960983517 6.75751125677883 6.98890947808471 7.09466003258194 6.89763885715834
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+"RBFOX1" 8.89785744588402 10.5204155297527 10.8821751627267 10.3767533187758 10.969838432345 10.0347578633709 8.75505809512253 10.2597139677544 10.82545825531 10.9894855521009 9.59398048145327 11.0936183547441 10.5871866997666 9.76597074131467 10.5871866997666 10.0691444025724 11.1245443467175 10.3254068891348 10.6385292569712 11.0843924104433 11.0371265713504
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+"RBIS" 4.66314990863446 4.87993878429933 4.48441428657281 4.29995966289476 4.85491395831072 4.82738101912602 4.54751080496412 4.52894412892945 3.89750769692117 4.71117528166183 4.95953435987366 5.68614470951272 4.23178281662683 4.6483383210971 4.60432838805109 4.74902271273392 4.18327962479641 5.03670829790837 4.33695827410757 4.79092631452611 4.66314990863446
+"RBKS" 6.83182026018815 6.47768939171196 6.92536850422764 6.15074011041672 6.59123759481021 6.07994782763398 5.79221522696486 6.20854682133969 6.17899177062475 6.7949128764096 6.76411075014261 6.65915754742997 6.14828792131451 6.10573894785948 6.0539076728979 6.79076221369587 6.27822632046643 6.55637310538375 6.32757844323969 6.68185834004762 6.43223564464577
+"RBL1" 4.4331738395516 4.13303385779239 3.75945887084948 4.19726142671686 4.11156023339857 4.11785581074876 4.34327674945067 4.09901479300961 4.39129560016775 4.0270232352304 4.11965792603188 3.76649585251223 4.4786023265139 4.23883399369769 4.33511821362471 4.1338155390393 4.06275292579242 3.96134172660567 4.1406501684265 3.73282569858119 4.015724837126
+"RBL2" 8.4172391431421 7.87198975559153 7.33747218860521 7.73846489523387 7.60748464574023 7.1670817208522 7.83180431355617 8.26248304573791 7.89727333246012 7.67213180399088 7.94566897774732 7.49172241580274 7.31549896890379 7.55650429778803 7.46259540048253 8.00727672052254 7.76601721979927 8.20884465863591 7.89526639540007 7.78237551897349 7.46541390916862
+"RBM10" 8.75943839490808 8.52542690805182 8.98436806152482 8.50548127338612 8.30030933010652 8.87696396536792 8.47561390171638 8.39328491803279 8.16609931698851 8.11278164800454 8.79598218187219 8.26303376773312 8.31263528516759 8.50593032204103 8.41101922091719 8.63222639678868 8.30006195178292 8.81746009312261 8.3908358121506 8.70186359406696 8.25427018700112
+"RBM11" 4.59361977099232 5.14873718901971 5.44589205444196 4.87178155670733 5.35254357906261 4.53320421851025 4.33197003047784 4.94739767711585 4.93509492653557 6.16622170541976 4.73619761597681 5.74641147038245 5.02750878348399 4.37183270189328 4.82429672916735 5.22628618970921 5.31196088174422 5.37722689942073 5.31483239244552 5.40098823916525 5.82557124261106
+"RBM12" 7.76651273453217 7.11157212449927 6.99415322081466 6.71903270006201 6.8485504803115 6.23400348210104 6.70141134651064 7.05745806784947 6.36797775255146 6.96434676287168 7.51026351487235 6.75137264324378 6.22158621845344 6.28665116235149 6.64084857780137 7.71547591494057 6.62072982681982 7.34055951514424 6.96711767605343 7.14985133656103 6.94202762924746
+"RBM12B" 6.63210389433468 6.73663689396632 6.87943259159431 6.99566085029392 6.96441341831331 6.33942844434584 6.56400708852619 7.04179519026175 6.86800070515458 6.36549043382684 7.0108858559401 7.16693348713536 6.85934288347129 6.60890426835733 7.01554519275341 6.6335243521919 6.98750527718437 6.79118309003769 7.04860881587753 6.88722161211176 6.48317615188854
+"RBM12B-AS1" 4.19752979688185 4.28908025831368 4.09846794039206 4.47758296506649 4.2728602177638 4.4158216523748 4.50058091047236 4.2728602177638 4.2728602177638 4.2728602177638 4.08815539991108 4.41797748834857 4.15559120894752 4.64768203816693 4.3430141366645 4.16910210131818 4.17754584941099 3.81763792417335 4.1901534060125 4.45278571115301 4.24930812388149
+"RBM14" 7.2204110689299 7.02805529805337 5.86139646368141 7.72405133422059 5.85672946686956 7.1456818454479 7.83712031009583 7.67236848854374 8.20014854745503 6.74523361849586 7.31748263917015 7.04341973417167 7.90603080150804 7.93956077463123 8.29983772833645 7.09725234745675 7.40580445668447 6.33243125443431 8.0729327750771 7.0428988357604 7.28097014868039
+"RBM15" 7.83187142215212 7.74934804732842 7.51746307937189 7.62029260209467 7.97019860175767 7.48567228573942 7.2964261357508 8.09979973453936 7.79634044168247 7.771346144175 7.67538706263578 7.74067479593332 7.30865771901167 7.06594652522179 7.65580047453667 7.97204926074643 8.10714010194648 8.22367887103285 7.72292229241568 7.92624682320748 7.95216325984512
+"RBM15B" 7.56035172303569 7.14390303345384 7.21043726279621 6.99456864419512 7.09534510851317 7.481491506324 7.57909017214663 7.04048379430701 7.14951028024636 7.06813452451063 7.13321375667583 6.94489379950689 7.14448859266366 7.4925314075248 7.19656325052406 7.2100604461781 6.92973922014188 7.38931395942941 6.88233347583459 7.1875978290584 6.88928665862071
+"RBM17" 8.89709943941811 8.1815290912201 8.15133711760751 8.80994811619207 8.25574060540907 9.0895108190935 9.16185136700545 9.01014758469115 8.71105134116277 8.69200683143053 8.94135763115678 8.67228923809847 9.01505577411394 9.1442570513884 8.87029742370896 8.21801320907385 8.44573748331647 8.53382340928647 8.69168178683576 8.7027665482407 8.20273414456849
+"RBM18" 6.14378126559835 6.21976314139905 6.44562231172957 6.03833543614205 6.24369303693782 5.87434589123651 6.1736329973424 6.20042122895174 6.23080195399017 6.96064488355899 6.33563105032303 6.11785886151902 5.65369039514129 5.29132345597756 6.107707530874 6.35858102210496 6.41755486876755 6.48731718848823 6.18863817987713 6.58835074621847 6.49323263092867
+"RBM19" 6.29513126305693 5.92624247235197 6.30342952801195 6.15569693836323 6.20029830620072 6.6506830048071 6.41999520958052 6.09518258429209 5.72883046740312 5.82767518346872 5.99339022214944 5.88294827790029 6.28816126081896 6.27491213786174 6.1344262572955 6.30838383998452 6.11291661011075 6.26069765008766 5.87074519741704 6.39726794609989 5.76500536145535
+"RBM20" 4.06370019662178 4.63724409055086 4.04257570420279 3.91977967638055 3.90485389505067 4.07125941860277 3.58150107381389 3.92263239978442 3.86163737879161 3.72421426249425 4.16064157078522 4.16433239053689 4.07792606942969 3.90882538535162 3.4413902138812 3.84355692562044 3.86500212256258 4.05402348041529 3.75883304142248 3.82887703213241 3.71911123861476
+"RBM22" 8.1947467883587 8.23157808117203 8.05440623340191 7.97512020655061 8.64429469019342 8.27299101392898 8.12797491441313 8.21637798735821 7.80566107382095 8.08733685590732 8.49984099838391 8.00791979196632 7.74838752809372 7.80065573625922 7.70894294977998 8.52656974330741 7.76703425498067 8.83678053397848 7.91964251376212 8.20054948139594 7.90477895046836
+"RBM23" 9.06178498558925 8.79478456398038 8.75975407465221 8.66322820515361 8.978479128683 8.6940780463781 8.86349443118665 8.82488016935665 8.73473033394407 8.94387214498304 9.00019967815323 8.63217528648694 8.29174006600763 8.62586199540975 8.7400398016572 8.9774878679311 8.76894014617461 9.05426740914575 8.62840196973973 9.14328095556599 8.77746673852699
+"RBM24" 6.24229004178768 7.22956159940858 7.6740473768519 7.15488333893369 7.25829039590001 6.4665784141362 5.49773035466489 6.87664150585235 7.18373564931114 6.69388217135234 6.50371070432065 6.51692215593317 6.86852721267313 6.57972405192406 7.08837756152715 5.92371277285584 6.8364512935539 6.61927590858535 6.92742328300794 6.83236469371306 6.59361593165903
+"RBM25" 8.07659381831432 8.11986015191617 8.63716452804468 8.53707251569868 7.84271529965868 8.47403746488268 7.52965913316457 8.85972140753063 8.31749670980611 7.85677954911938 8.9643724661085 8.217923093939 8.52369672718336 8.60174936891943 8.55855854377519 7.6203326058735 8.20483391310134 8.07399156866132 8.20482637500649 7.60782802008364 8.1190221675928
+"RBM26" 6.92341238433856 6.99384671180605 6.67587536726571 7.01034937005647 6.79239982018892 6.38931859915853 7.04204293724977 6.84040855162628 7.15110248254448 7.267383282043 7.23312100465681 7.78432670222723 6.73253309867692 6.60223892985947 6.64965615958685 6.9404432396394 7.18681291027522 6.58703613869422 6.93362615279526 7.28769751329125 7.14374523474847
+"RBM26-AS1" 5.81108254065272 5.90828771203509 4.90718520917642 4.50399179419791 5.26264761273851 5.03311964563614 4.1335282105007 4.90648508549016 5.31276368723015 4.55103500709688 6.50134909581108 4.9813029263901 4.52143915817157 4.26531740014148 4.16580487083633 5.01394050185523 4.8184151158068 5.24563044904 4.55796847920349 4.47557755896793 5.07484300654442
+"RBM27" 8.48614646827527 8.34076904760626 8.54625294103701 8.34411166336217 8.88438100206096 8.47076156016789 8.04451339633366 8.3996688470547 8.50112339297403 8.28823360369939 8.47394595272864 8.43839448312373 8.06857305017155 8.19644061991884 8.46132735469632 8.50422877261142 8.39385411195264 8.69428364842279 8.48583351083342 8.29349888858148 8.22160867742464
+"RBM28" 7.20121685813975 6.97384841610468 6.87224302372929 7.18197033073954 6.77832960432635 6.70096088298861 7.26416484525954 7.15520938678085 6.67178785917477 6.46274695294651 7.26393716940147 6.33571552327933 7.28036348617903 6.98604704312176 7.0682792159116 7.46798012151856 6.76534827565301 7.82930849743116 6.98143324359892 6.89546907740355 6.65557567367966
+"RBM3" 5.42374924953703 6.26620390238651 6.36309933703782 4.86567994851758 7.01021709199074 4.11806364467679 3.77135542767159 4.56205344935992 4.16089863856463 6.62344444698125 7.23996451609422 6.21880255674573 4.19268246112283 4.1970357507896 4.19084159067254 6.69437768883068 4.91476528314945 5.5236870609189 3.88509171534632 5.88113102141896 6.1825417586919
+"RBM33" 5.81674622220065 5.98676077244935 4.9144179595737 5.41221657404747 6.03679006558592 5.33297410451213 6.08937345775775 5.91481748832229 5.31704887869154 6.13646065154618 5.79915075162961 6.13784569766802 5.67713656343267 5.30414423973762 5.28524626577792 5.85160377734595 6.09838433405373 6.06572341698314 5.51269887442249 5.70168530428633 6.46797501345325
+"RBM33-DT" 6.73596458764496 6.82737532783347 6.91856348117092 6.82583679092174 6.46572871502799 6.62886858485549 6.56632847837282 6.21969473453852 6.56632847837282 6.54333176109479 6.79159508709842 6.54121383153979 6.19661632427911 6.5570036513488 6.67559305110325 6.74392770001095 6.3909503613449 6.75620351310442 6.56632847837282 6.45146654480708 6.50589018164345
+"RBM34" 3.39810421114475 3.26426815597367 3.34831262605379 3.27106583850509 3.55741108924632 3.49176704531827 3.57050374667328 3.39810421114475 3.42278192562816 3.43942425229843 3.42527737764475 3.39810421114475 3.53075962581215 3.51736031590225 3.47214996172873 3.38644929286836 3.10481972353468 3.3259309039723 3.43725700137603 3.37035657696404 3.30760545941568
+"RBM38" 7.35004610051482 7.35051686393832 7.19135426086529 7.44692693689357 6.77347052175757 7.67228037328619 7.90693479367051 7.35004610051482 7.09929575861953 7.00843631733047 7.72064524300255 6.9820502801868 7.69019787473969 7.56782786500548 7.48415791455187 7.27194128829424 7.26426380617154 7.42913856261524 7.30003052035064 7.09769905784643 7.01972828374989
+"RBM39" 7.90668046924968 8.29338395360284 8.95967081818173 8.12918517536373 7.9521305440918 6.92007119124133 7.4565256762118 8.01405460572276 8.20495276881532 8.42529153491189 8.74437391528285 8.40090554287235 8.00751774055943 8.44157940184134 8.24892940578801 7.75565279411257 8.07779110681489 8.42229181625744 8.23043811690049 8.13997069127539 7.49569646677541
+"RBM4" 6.85983918340248 7.62680201024841 7.93148592099529 6.39026572805119 7.34880501779582 6.38859212062132 5.39682875680757 6.7373917112894 7.00060552815114 7.52192883189803 7.19465205918798 7.12585167193026 6.92538104479414 6.75587519411444 6.26791501551783 7.23821158076944 7.03377099297401 7.12479610300421 6.81419885811144 6.78777441148603 6.92281943340128
+"RBM41" 7.42819959312669 7.28276396048408 7.46563651337392 7.63656062343363 7.26426778677144 7.94523599284959 7.42230724241746 7.7749000806427 7.84493091904269 7.21304345688889 7.4001305570904 7.37721659987128 7.78477330611143 8.13514884892273 7.87506339546751 7.17261748689041 7.36032384854396 7.4142284913554 7.661339636287 7.30247779796068 7.3155158025775
+"RBM42" 8.4039510769611 8.07793947170207 8.29383073491971 8.01813790627948 8.3274649389443 8.40096202274814 8.08393851061165 7.91889970006717 7.76475422607908 8.13575781556574 8.53280425419337 8.20695628173398 7.76433580720529 7.90924185639994 7.62803276922663 8.61978875926476 7.81745368429327 8.74054099877648 7.86552326037285 8.25834068405068 7.77078307984081
+"RBM43" 6.23668117914491 5.91071135568917 6.09172514479851 5.60662890041255 6.37558154935243 5.06059786640318 6.18495662951538 6.14265803701926 5.53465072828107 5.73670473617292 6.73625501687921 5.89477565612256 5.14690664505206 5.4940452292949 4.87167494566217 5.83914091047103 5.75879511501849 5.89477565612256 5.89840211346404 6.19643958040776 5.33613944671071
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+"RNASE11-AS1" 4.74434078970514 4.78057709465034 4.60371059439516 4.77980185698974 4.72423247387559 4.74333930393549 4.85406853655463 4.66054668595798 4.94043114257783 4.80597794819693 4.62669694090753 5.188541271698 4.67004153758588 4.74500916367318 4.85471296863921 4.89018832788863 4.83174319248431 4.4732649836338 4.82166782963105 4.80446929629947 4.64027837007103
+"RNASE2" 8.61631395336961 5.85914895617402 5.01436113159267 6.17697555056108 5.93915250537059 6.26264737858307 5.93915250537059 7.59135409173073 5.57934033419088 6.35191754982039 5.68371288976684 5.8046063198732 6.64971373325129 6.31117577133509 6.63328195791173 5.65944107394473 5.92777248666293 5.96856854867379 6.26996736438534 7.01269189828841 6.43914276842374
+"RNASE2CP" 6.53508514822269 5.4236446130217 5.43959020717813 5.56035088690433 5.39813519412638 5.70661459722426 5.47542763050103 5.80405713358127 5.62241522933339 5.44935593503179 5.27358447891919 5.52469956938899 5.91545277905003 5.49858252966538 5.51403668859576 5.40426952884168 5.49526390991484 5.50076182085259 5.6437189967025 5.74184142883941 5.79556060010897
+"RNASE3" 6.90170667397315 5.97628616805469 5.62996569319191 6.25123834738911 6.17616872441404 6.10060319539931 6.13818027037968 6.36453980245113 6.00990179220662 6.3303765575803 5.89338819412992 5.82755510337088 6.10274519717874 6.30813972404687 6.18454056252325 6.13068967777397 6.10414932499822 6.00776691368706 6.18604568079819 6.1434303588674 6.2855911220181
+"RNASE6" 7.50972918283852 7.14599483674177 5.83224812915994 6.39339793595855 6.40459580631941 6.42351466347315 6.88633975571922 7.01311068665715 6.77445080138681 6.89071480794996 6.36051115387959 5.99457829117662 6.54979635283897 7.24060584408256 6.8355520844776 7.14920408368928 6.72144580752031 6.75352963736152 7.67012943414505 7.73901923990387 7.2632869446839
+"RNASE7" 3.63503670867463 3.40536959614724 3.4668934307063 3.68331824292602 3.69984746273129 3.60749090751301 3.83154860992209 3.67452603216452 4.19893715678431 3.72103214140363 3.74601129079079 3.7275040443679 3.68677998230732 3.69068742859288 3.32110196824631 3.75702184978452 3.54960729677334 3.39621630569349 3.72330195906717 3.57065159798244 3.56695701150869
+"RNASEH1" 7.60328405091173 7.99815196437328 6.44448859502761 7.66228353157632 6.84883562718287 5.21852300896543 6.55395183390247 7.47798378322549 7.89678971778794 8.53180011172449 7.96687215766886 8.53034762485766 7.37092865711596 7.22892196569995 7.4624713080661 8.39190763755931 8.18116064305424 6.72658759006067 7.66536798871064 8.15719946931455 8.23160375360217
+"RNASEH1-DT" 5.89660645522877 5.86372869588182 6.29079601809376 5.98676808381706 6.17301743127119 6.30487718408607 5.76758920513715 6.2630917383102 5.84654727068579 6.10271985819724 6.31060874466801 6.19400140608326 6.27315825316984 6.31429396779173 6.63573772028676 6.44266543206365 5.4944948625901 6.94368087249732 5.85510245866276 5.09864525260669 5.5941733389914
+"RNASEH2B" 4.82978667175749 5.25924102240533 5.95179270949661 4.99169548668545 6.08299789090268 4.40639791989788 4.15533186780422 4.77810024463096 5.26291176768241 5.20959791280363 5.0278074055706 4.66171965564232 5.04118766590587 4.29644549077635 5.05497694948843 5.45223630531644 5.10965507910399 5.2169651581962 4.79835916246508 5.45893929608827 5.55329806194473
+"RNASEH2C" 7.70360079907333 7.4399595209046 7.62169608893847 7.42798694486751 7.20152989785038 8.10607906181982 7.38642988710387 7.25722238500241 7.50655623414723 7.69120460121473 7.60692194865611 7.11735508025952 7.55239128387374 7.65942991201728 7.67276394419219 7.82412310809876 6.96585487579743 8.0285233585442 7.80754080681296 7.47336057837068 7.37645905672168
+"RNASEL" 5.65818039400653 5.27634118328936 5.60722872280904 5.24165322225513 5.51660105445203 4.89783217828733 5.28109623905838 5.67190056340465 5.11378332027759 5.29532644524993 5.22182134373697 4.93272100944569 5.09382272256652 5.17531102246592 4.38597266239467 5.01732219947557 5.19402363756742 5.43474664438467 5.39483803394672 5.56135779227634 5.19841316729558
+"RNASET2" 10.7294985870486 9.95733791984935 9.85743517624175 9.99707088122987 9.640070530631 9.53680295717392 10.3115729635159 9.66058715426978 10.1368418066372 9.94346380511657 9.72885440545764 9.04037172057424 10.1638728803575 10.6767180912487 10.1186610361752 9.91329098939658 9.43930410385798 9.88555840498098 10.0196929046201 10.1892678250312 10.2933144357423
+"RND1" 7.81618369848922 8.61807384837605 8.99832715150055 8.55809623069131 8.8631084841475 8.64800261717146 8.31551414551075 9.47616598058799 8.72053700334077 8.75346271006783 8.22218012861368 8.80224835364881 8.74245919875001 8.16695102432706 8.61807384837605 7.93367137149219 8.64765173986487 8.37320249803203 8.23772288308096 8.77385944537868 8.69619227357245
+"RND2" 8.64577350665487 8.17110822364462 8.16254201543949 8.53158075213103 8.12715156539533 8.57589280215787 8.76145997838513 8.40820714084403 8.4378149814544 8.36749771410749 8.28665741828238 8.10526472424247 8.67400227286554 8.74288136489521 8.69832914117696 8.14042157664315 7.97294654853457 7.8318200466076 8.50441769201542 8.32291811985108 8.09797921611448
+"RND3" 7.64377980603326 7.51170925027942 7.92521254182439 7.18025431631852 7.57621539095217 7.32087932162292 6.92009797259361 9.3634309438277 7.1277930439479 7.57375261159184 6.97430928106517 7.69605809242912 7.345102390782 7.45233279233069 7.03152171401082 7.09369156706871 7.43388720948034 6.93997417548546 7.10493714034289 8.36551600433261 7.63986618931441
+"RNF10" 7.28841551079188 7.36387544680352 7.6635968486379 7.14176402466014 7.68687680758034 7.18739051968122 6.8773415254722 7.31365029200381 7.12433544102228 7.29860963692309 7.22007831905617 7.37284984284004 7.25957739123824 6.97858102502822 7.46918907505339 7.35704747148944 7.07547369998306 7.30211932873481 6.98252784255653 7.44614925460347 7.31688245542003
+"RNF103" 10.1034279361041 9.98070779811528 9.84408927712001 9.92348596574913 9.9400522511769 9.58239962561693 9.8348115347228 9.69426686746571 9.98401203146945 9.92358314456913 9.99761487153895 9.75217049080408 9.80032508933343 9.78500899306136 9.77669573651909 10.2272250584838 9.88618541426834 10.3044126282856 9.91723911014312 9.82028653360262 9.73527450717234
+"RNF11" 10.0543865064407 10.7483839181559 10.6930776571027 10.803332344489 10.8708820584917 9.88752494839095 10.0530077734002 10.5511854003685 10.8922583204229 10.7668494368349 10.519791597262 10.7817973705989 10.9879077148396 10.3040912831705 10.9173388734655 10.2683575363869 10.9275664759073 10.4704805309231 10.7498135259223 10.4355193599775 10.904112350346
+"RNF111" 8.1617867276325 8.35100825858086 8.42848511078742 8.21250950690436 8.73570253581301 7.93917465943849 8.15824595632371 8.43382575297378 8.64554030964144 8.41950609437302 8.43366063528134 8.41950609437302 8.15976577772851 7.84332385995964 8.51913289444051 8.74349683656712 8.36951900060753 8.90519370402806 8.33697986978233 8.66283512095246 8.60323298674139
+"RNF112" 8.40038426782639 9.12930001596429 9.35955745823627 8.84304292887591 9.06358142150841 8.96340095132409 8.14663011802409 8.37236521984519 8.73740547278389 8.98523769097758 8.68109487019772 8.85715518356072 8.9256844838808 8.81244043852988 8.48430487206542 8.41968504055255 8.89343191533089 8.89900356075218 8.59289312911735 9.09591688593467 9.10612537999771
+"RNF113A" 7.6695287434408 7.77685339012215 7.95280983139076 7.69217615770736 8.20974535249801 8.13504223659895 7.43197096859761 7.62640034674207 7.91563763046491 8.07731051703458 7.48040907802448 7.89664057314736 7.64616859449012 7.64536392614112 7.64922127350514 8.01839336764946 8.01698990388113 8.08526815024508 7.95074946585144 8.06135062611826 8.13396868387171
+"RNF114" 8.76252358141011 8.29112530662448 7.70983094093564 8.00805251884258 7.88774356510377 7.88470611265503 8.54987927385822 8.77814727252374 7.94909211923258 8.18301728309272 8.4895021631126 8.17161116462884 7.99835180258886 8.09827889906719 8.05352670984935 8.56458481347648 8.00428726986102 8.39729833098797 8.44848576044434 8.142347608853 8.02365384650245
+"RNF115" 6.17007248696622 6.29959313872566 6.29430926266833 5.78706795058818 5.94357758592045 6.56435397143088 5.94075926041079 6.38586673202084 5.7876836929181 6.08127783138404 6.43961868571866 6.42838043307459 5.97355902177437 6.5020278053098 6.07940802451293 6.01157017240259 6.2344856450932 5.76125990932387 6.08436070254216 5.71294151638869 5.6949272518188
+"RNF11P2" 3.08074969677513 3.24747027249619 3.18231466587994 3.07333272670708 3.00959318115518 3.37227457218061 3.13249774007733 3.20164540999037 3.346015867609 3.20653961794615 3.02866561006474 3.05029225413195 3.21328389292166 3.08460450862038 3.08376867584287 3.21840823285441 3.18231466587994 3.03417645744603 3.32559161097131 3.35380439437395 3.18404779816901
+"RNF122" 7.1100810326869 7.17386389138413 7.11145571007135 7.39481231115057 6.9747177294829 7.42723161372034 7.77665915885524 7.16574355189559 7.19498679708516 7.19745225435715 6.78818470161452 7.28332867581378 7.43371352788291 7.51912267076672 7.32888917083042 7.05905983024345 7.36114694285031 6.65177485597394 7.36361536201878 7.02137010141618 7.11758031739828
+"RNF123" 7.6468497107776 7.75343304460098 8.09746707927139 7.90067596870564 8.02685385561015 7.99597226391681 7.58081681510103 7.68992411709815 7.90758984932775 7.83315392407717 7.67628819308826 7.76119280905488 7.97509799451011 7.94255037524826 7.82599038710262 7.14267150540394 8.01471884484022 7.87034897759307 7.52175881054118 7.95746908544633 8.02488555833404
+"RNF125" 4.57175642578812 4.81360074677237 4.32210441463656 4.58746644986486 4.25731078861933 4.4989550392722 4.30020687687477 3.70591477281831 4.04596043216659 4.14271473851982 6.23872453070744 3.90165233719645 4.07792606942969 4.47554778523431 4.33224748870299 6.06425536978966 4.09999931329155 6.45655239514403 4.02739556765927 3.94747950313615 4.25166966820658
+"RNF126" 7.56161700748893 7.66220836877483 7.87671221511086 7.5137538889228 7.80055081559393 7.63722332680979 7.00661237523306 7.18653377574265 7.32414138732214 8.00896524544823 7.8747746943835 7.89010570790931 7.56514532570548 7.27103867217683 7.28673597251819 7.84885135949071 7.63282834487721 8.25827230938008 7.30866412439854 7.93583250938263 7.90478167208135
+"RNF126P1" 5.95436043637615 6.01295460213918 6.27325806444416 5.89933398476674 6.07345288814669 6.42464900190937 5.97781071409239 5.79789196106365 5.77975201017583 6.30577443485454 6.00360557216957 6.06094828973349 6.14031178827375 6.22177875663444 5.9522644167504 5.89645314796789 6.07893415167585 6.12780404272175 6.23328348656798 6.03659656255743 6.03472891509803
+"RNF128" 5.22744182831808 6.47243433755888 7.25114577948025 6.62349775395622 7.08954679982854 6.23510761425413 5.24108707568729 6.32304109847538 6.64429854821635 6.73996784152225 5.88904717036759 6.34936588480025 7.02044299497395 6.28791278246575 6.8070548247735 5.88875131919507 6.54367896325785 6.48041539681008 6.63179727848724 6.90910518858712 6.74924900270105
+"RNF13" 9.57390424868282 9.6670406762846 9.06214054972727 9.28137721450015 9.38639436341996 9.35725124890507 8.54102808815262 9.15108398720204 9.08117311184994 9.25594148908578 10.2458701069119 9.11196659279044 9.12304874030955 8.82907016190705 9.23648717928073 10.6376080802393 9.35279668560461 10.485945223146 9.51403279001242 8.90092518390857 9.38452584166574
+"RNF130" 10.6362807915389 10.0665841364183 9.34215554753879 9.99028102381439 9.46416026572243 9.9897072775894 10.1132540202947 9.68892702581247 9.36938257299586 9.66296149376131 10.7463794923319 9.26869249148769 9.74628800497179 10.0501010905965 9.78255414549851 11.3441741309959 9.56040778601488 11.0882535427005 10.2800815490124 9.51919482008018 9.53713266632644
+"RNF133" 4.1244764842189 4.08614163508955 4.22360428893022 4.1866728107933 4.21105761699794 4.4679238311301 4.37441837541075 4.07679068577886 4.20954984641821 4.20364844462103 4.01139336374681 4.20233653180582 4.24585924545154 4.61965373676012 4.17104470007781 4.29448718978228 4.19994607889073 4.00469379059507 4.04674513666333 4.20954984641821 4.20954984641821
+"RNF138" 8.62399092563267 8.38098855993815 8.15219194463987 8.15563158001101 8.2147116054504 8.21932931656152 8.11863372315346 8.42125351438665 7.94905349570755 7.67213180399088 8.68026801665741 7.70681016688591 8.00843267813599 7.99877572957369 8.16067725119512 8.92779697962703 7.8248256796643 9.15060433398372 8.21273026723468 7.82788748617569 7.90796317350937
+"RNF139-DT" 5.3990503229866 5.46855032132115 5.6931082589306 5.27012773069986 5.39415588805401 5.7393859483404 4.92594019997665 5.50528692233858 5.14530658901166 5.16212487456396 5.58552071525389 5.1640366619374 5.0224322016922 5.26205725756877 5.49812533266384 6.16023476606676 5.58857773578385 5.75071570736745 5.19404838724886 4.99000148751809 5.20758330852802
+"RNF14" 7.61355220735966 7.58534416886863 6.90167307450309 6.88045937753352 8.12160625224082 6.73397893266323 6.97768971009316 7.13081736787554 7.21835624616123 8.16243186271372 7.54360139909527 7.69327782239413 6.88138119124581 7.07831697309997 6.90237709266814 8.02395154990051 7.35607450917789 8.06594932309083 7.47490011188847 7.92535966735266 8.04749537085919
+"RNF141" 9.79546162437907 10.0696588406395 9.87003557586229 9.74556685945776 9.89452343525627 9.04608228590232 9.62136434900905 9.76966724579702 9.34146358692156 9.46934713968229 10.4870087207094 9.44338747369807 9.11041102088452 9.4947131406057 8.8226926639995 10.5870986930135 9.50201467247462 10.5757910078296 9.79969450010955 9.39921235921928 9.46213923298034
+"RNF144A" 9.03510251556544 9.37542045373775 9.17179773016321 9.21601615702813 9.17824394640338 9.65037892985944 8.58798282013793 9.0713510652218 9.28544888232655 8.68892302554349 9.53815459973455 9.03135063787381 9.24016711743126 9.24148706964925 9.4230422118588 9.68045032320611 9.31648471127824 9.61308930309734 9.35092028455891 8.52416740271972 8.98982167916251
+"RNF144B" 8.09751579244192 6.78728685574321 6.73625909196895 6.7864567685587 6.93811125598975 7.51536583970653 7.09682758324043 7.58712937666234 6.27187689877932 6.90013137016517 6.69222338958385 7.0038208925016 7.1881066307495 7.38193650533492 7.16355396194755 6.17018227924523 7.68253899776987 6.72632095915726 7.11692763507213 7.46865212322834 7.21157197387078
+"RNF145" 8.01182787128923 7.53903272288616 8.59664149518045 8.1325659129548 7.8548728628578 8.92040691451361 8.40694980630573 7.74694743142956 7.91393652724338 7.67190338872409 7.48422941508137 7.84332341745248 8.42292812871987 8.32648767383361 8.17133166586118 6.94137874871405 7.63919946807818 7.6798551567428 7.77161694455474 7.7013872142212 7.62835993656594
+"RNF146" 9.01947535639123 9.00269635698746 8.62651386271446 8.7724458088689 9.08621123161262 8.74546926231505 8.9028959677487 9.01808254831694 8.766625741855 9.26003723434882 8.95014385978483 8.93480815503183 8.49329820322777 8.46761339591579 8.57913410775703 9.23621635857559 8.85560245109152 8.84394621915622 9.01881330414085 8.92673002497522 9.00311448265137
+"RNF148" 4.30895883628316 4.22418977974962 4.12891237790978 4.19116825391442 4.15963976053553 4.36335488691331 4.38333350588795 4.23067985422205 4.27817073019398 4.11717790345253 4.00247647902647 4.20640524148431 4.44065281531118 4.45011570961146 4.31822201127646 4.21145523463627 4.22750639646845 4.22418977974962 4.28144026338776 4.18386700492948 4.08829512924008
+"RNF149" 8.86376274522589 8.13378981767823 8.11178859124344 8.07739131787207 8.42921308414218 7.46674395093698 7.40133808450103 8.33541767365296 7.73056042326883 8.22740252190709 8.30583944644832 7.83088210878843 7.93018840290683 7.41096344121784 7.64424375706763 8.496966301288 7.99580164982028 8.42172713085976 7.98053199546278 8.33661552810768 8.53300487178108
+"RNF150" 6.41794643868535 7.09032317882469 7.91717100422382 7.5784902346641 7.55807181005264 7.18105333267926 6.91601218965379 7.09809649106526 7.38007270571147 6.69924997850002 6.61261465461049 6.92267934796737 7.38169885909152 7.12716187356573 7.4787073323293 6.03863733897904 7.48462218942358 6.75940392213616 6.89645089523662 7.16593777805221 6.92757533553561
+"RNF152" 3.40293210818712 3.5638949779056 3.39016352460019 3.3307672380881 3.39154363816964 3.39633652011792 3.60753219244326 3.85813639252919 3.28687823413215 3.54692582627391 3.63155791553481 3.37755436965591 3.81777287252731 3.65393289584312 3.75951689918766 3.54692582627391 3.59222776405588 3.4300892127031 3.35348534622355 3.55924462140373 3.58562291710495
+"RNF157" 9.60996266386801 9.98821997193456 10.1557262643856 9.83951730100675 10.2268260002252 10.4043588589561 9.98174756545398 9.83968463938178 10.1808951108595 10.3629874869241 9.73640044393068 10.0194845625148 10.4822591044523 10.1046067681718 10.0816044576881 9.39517940137529 10.2799679662025 9.89471891729448 9.95156233072495 10.3027291967464 10.4336581442738
+"RNF157-AS1" 7.0222280091496 5.47099865333773 5.92871863517719 5.94057850464892 5.33960970930924 5.0148268270683 5.621673578327 5.8021192881373 6.23803185022105 5.6194626880349 5.50067355569241 5.08540558044021 5.19872315133005 5.74520671943902 5.38303181096964 4.69209042993541 5.19455589029436 4.9288283931948 5.66905965102038 5.11896825754871 5.09669302942646
+"RNF165" 5.91913438488126 7.04422216273472 7.77926376028922 6.76674376641292 7.00999188717543 6.61899963734308 6.69863107144155 6.69863107144155 6.69788000210891 6.07373482237232 6.12312681289629 6.79829253692131 6.97768461448776 6.3593364505816 7.00189594209054 6.00574017153603 6.69863107144155 6.18172200701347 6.69863107144155 6.91689358274055 6.24131107306521
+"RNF166" 6.35295214745911 5.96398722229878 5.79017588614976 5.7964366976332 5.44588052155811 5.89823397989782 5.73971809950586 5.71619877401167 5.65561782200455 5.74008758684868 5.76780150038785 4.80419531992814 5.72415600249411 6.12950318507966 5.81649865895685 5.82015684231933 5.52898675851664 5.84076046693527 5.65962299157731 5.69344241129219 5.6044867806097
+"RNF167" 9.26532644375058 9.29987615363611 9.4274470979632 9.41259160496914 9.50122819476381 9.85924845555067 10.0586443159886 9.42072624545758 9.27763508095742 9.43240616427926 9.22459072270181 9.33902747066143 9.42141547882662 9.68075117084306 9.23412406620292 9.54766323059516 9.34513332248303 9.30542430619318 9.42072624545758 9.60240714201794 9.34151344314088
+"RNF168" 4.38153354762335 3.97472017687822 4.51161911257601 4.24119781826013 4.14842886683631 4.61046419147135 4.2073256146269 4.21341990593251 4.23524688568945 4.27543944413755 4.33101262947114 4.35445702061164 4.69536596388868 4.59466020937888 4.60668399323937 4.3462144615832 4.33101262947114 4.27347270858143 4.12444166160547 4.47375217464394 4.28360140401422
+"RNF169" 7.14107482715145 6.96055364159894 7.4516172950663 7.0428988357604 7.21222767134786 7.33440719481384 7.23649427717003 7.56234143411157 7.06717999913554 7.03342624724451 7.19409459248271 7.0038208925016 7.0726004199978 6.93724709967724 7.14107482715145 7.24088437066245 7.05449666968502 7.55400629056286 7.08852317332545 7.24595829183507 6.92932158244284
+"RNF17" 4.40587594652219 4.31107068948747 4.35911425733668 4.44028337611355 4.40422664719564 4.80864155739237 5.01466486034418 4.39949646562072 4.50678765848201 4.40587594652219 4.06534532838422 4.30478536742608 4.49221059579157 4.792041545333 4.78447994247241 4.41407940927575 4.40587594652219 4.12180962703142 4.20468082834152 4.44045545441188 4.23863463804194
+"RNF170" 6.98442032760267 7.43733974347677 6.77015475387019 6.8514244508241 7.12414453042904 5.82287033003888 6.70733303571032 6.65975671364155 7.03086980637025 7.31041658687031 7.5845162432544 7.05352757934663 6.71415186104575 6.62100336402268 6.80878460931253 8.01969312838565 7.13004271350197 7.26590746412811 7.10208096374275 7.16272891894894 7.42791278492474
+"RNF175" 7.53408878564517 8.64375207650759 9.33653043963365 8.75156453251068 9.18817841766828 8.01021123404067 7.51469736996531 8.5561119782896 9.11690378239549 9.39879820439198 8.11231847475192 8.97509582255543 8.80107965360866 7.97507235724312 9.03854024053415 8.13375983088832 8.93529909596176 8.73268014778862 8.89597115845885 9.2784268903397 8.86512302342675
+"RNF180" 5.9219239334207 5.89232786973845 5.13251552085047 5.94580305198267 6.14708087941854 4.43693394368091 5.37281387430384 6.12253330786859 6.64854130587936 6.44581271682861 6.1503901645546 6.50108177447639 6.14727930019697 5.38319959396931 6.00220104389557 5.61528403692589 6.2575553272762 5.5866975227771 6.31688145576524 6.18385393576725 6.45765362359619
+"RNF181" 9.65571459181612 9.51938828358359 9.62908109975309 9.1268568036654 9.63026682396505 9.48617722979307 8.94384160236326 9.50043684515703 9.26881962811947 9.73219906669409 9.63373454911797 9.64871956934068 8.93151561403781 9.05485033982287 9.14102793918715 9.98639855611526 9.14467383304325 9.65468631535406 9.37736077624047 9.83380065980881 9.5201161769962
+"RNF182" 8.83862684522561 8.29377344615273 8.25831655186381 8.77039892116121 8.06665913684348 6.58480983229227 9.15972316016734 8.60901453443833 8.77435161616745 8.21728332844521 7.68879098925146 7.2502869171212 8.17343165053418 8.30284243448766 8.76204361497981 7.20723430992438 8.41089110329052 8.19760907776804 8.59705254467817 7.67818207698051 7.66875954503119
+"RNF183" 5.18158830488305 5.23389961059546 4.96032579114276 5.15512077957943 4.82637259333335 4.76101245067581 4.97996265113183 4.82804757532731 5.08401903948741 5.00924272934211 5.16304009926144 4.96481705635038 4.71283223030568 4.98179896250317 5.362644736357 5.07843215709885 4.93139328102896 4.83075315329149 4.94742361195915 4.87811163855042 4.75666272569165
+"RNF185" 8.44907560840621 8.35554628180291 8.54747245999801 8.20685711244586 8.34468390062135 8.37375390026371 8.24163208952685 8.13597319471145 8.26444054006154 8.42041793419016 8.20002557565586 8.18035436386254 8.05613396047184 8.03202313008494 8.01712782119742 8.59996583665129 8.14711488412681 8.33324934627713 8.22907851246855 8.5297131354751 8.33983551648138
+"RNF185-AS1" 5.5282294360713 5.49961457802398 5.12184902653258 5.58824673078209 5.2554327292013 5.43433784875619 5.1425707390419 5.43433784875619 5.3973348872181 5.5798295639792 5.57840499146225 5.37645035990993 5.38238663843478 5.43433784875619 5.29646883135522 5.80528477497548 5.43433784875619 5.37184057182068 5.28302921908046 5.49870416522281 5.45628767586587
+"RNF186" 5.31762183510096 5.43393706784188 5.46697174740618 5.59140381272771 5.49868901277839 5.5203214403801 5.60915028760081 5.51902419839612 5.68316473684019 5.7158868542664 5.47705471868118 5.29548605910902 5.64943830467784 5.70119129675604 5.55346848094257 5.53430906568069 5.42991164208439 5.10046132433332 5.39322962390805 5.48544683253637 5.5203214403801
+"RNF19A" 8.70565308691069 7.34689877478501 6.9234216432307 7.31811384615841 7.35227084242605 6.80928744255288 7.79935996157068 8.03979530714723 7.38434699121906 7.76064184366098 8.13185750751065 7.98732665501095 7.19661690605919 7.43725356882623 7.34892401666409 7.04511424009012 7.65096528222039 7.1718043537995 7.92456431142703 7.54239788986748 7.36025222360279
+"RNF19B" 6.70186978111091 6.62875171226049 7.09019373004646 6.70685442024253 7.23268950563523 6.44620043156737 6.64968168318941 7.22102689086129 6.7993128838954 7.11355785265438 6.58998088630281 6.91753897267936 6.51327740964545 6.02443757275261 6.5735646043182 7.36230116242505 6.92799149083855 7.22337126532421 6.64034494840904 7.36044482441816 7.37077742156926
+"RNF2" 5.5679708561463 5.71929042113169 6.30044066531346 5.97853873781086 5.91128394959073 5.97401419188106 5.58221528371298 5.65598546780354 6.07854110773496 5.86072508456572 5.79394199290267 5.68013650051669 6.01353653618077 5.86093857588969 6.06021541232478 5.57205639069884 5.69050004291591 5.76121535956711 5.95271751318131 5.90901446697081 5.84871886574655
+"RNF20" 9.85656804952768 9.75302458421473 9.73241349412418 9.32636265766763 9.60399085312813 9.00915118103635 9.26746985724024 9.63245309664238 9.31662837934119 9.50906046445495 9.78263646881723 9.53729203404693 9.16922059939049 9.43169109518266 9.51816538850423 9.91682117534467 9.34785623024079 9.8977805954453 9.45866326917879 9.50001465846402 9.57164098623518
+"RNF207" 5.81214341783751 5.87392215693814 5.78744491733066 5.89118712528371 5.99794496317089 6.44454707924226 6.58526905603053 5.84713283127727 5.99959863348677 5.91214841602059 5.66355811253621 5.83612897453961 5.79953479617969 6.44774348712222 6.02141131386701 5.53848488638163 5.69015569617413 5.91214841602059 5.9236035183507 5.97703398005513 5.79114734971711
+"RNF208" 8.22799445427907 8.71365174646015 9.01060785541238 8.77807765713891 8.98430684518944 8.52091494984866 8.59277586651358 8.51805025351915 8.61097375365325 9.5217319673708 8.43822322415137 9.30946028624879 9.11188884193521 8.55414275287916 8.18608556686651 8.45874227367956 9.11121124514583 8.29130163339135 8.8849044667829 9.3334182656086 9.26193710013511
+"RNF212" 6.81374872339887 6.98442032760267 6.95268911495261 6.97849644029951 6.88746150810205 7.54218872163537 7.31496217812702 7.0428988357604 7.23763457805462 7.2932395046987 6.79959156403875 6.85575430457344 7.31624734521698 6.98306069342006 7.09581293174109 6.79970671069273 6.971353153347 6.94700532032668 6.93596997364628 6.88797437378609 6.85152802223599
+"RNF212B" 4.55921151968792 4.45352455248897 4.37501963464642 4.35499219739786 4.58566149849569 4.4714782743611 4.48233218356419 4.441843085156 4.5908836589709 4.39905690919427 4.35952280832098 4.51335599642346 4.47199326033046 4.61646800651218 4.53950263451484 4.37986173853924 4.70531460565475 4.36250210054085 4.53655862548354 4.48233218356419 4.47675402190948
+"RNF213" 9.17780877278413 8.18882190058384 8.10381943275898 8.07430165418978 7.81554622921631 8.75540366271333 8.33694417853433 8.32351464828469 7.81127037690386 7.51439873122625 8.59402517322163 7.44120141856619 7.90066622391772 8.30872718016069 7.6376791655397 8.79947762197152 7.81572142204355 8.80340758651899 7.49115039935451 7.82041200488684 8.02919166632394
+"RNF213-AS1" 3.96666523304153 4.50566252915931 4.36657241153327 4.29447398045446 3.9448502731238 4.09309377605766 4.19156508038186 4.1991556315313 4.22005231905353 4.51496164457836 4.11846221863806 4.65236743582886 4.33336141123631 4.27335657183812 4.26131119604525 4.05056649311008 4.14034584400681 3.95989077405039 4.34634699370544 4.16330050867429 4.1991556315313
+"RNF214" 7.22303430632353 7.32424146120315 7.09272560784195 7.24327132886832 7.46881929586571 7.38797007000251 7.28777814732173 7.0428988357604 7.06991386410482 7.22261458234903 7.1405257739433 7.05674473622702 7.10463260422732 7.38281936010683 7.13674961705256 7.7080585971092 7.12678698391597 7.49781061526718 7.23689655366301 7.37458995524988 7.35350520446711
+"RNF215" 6.72554732574908 6.89316039171532 6.97512966115379 6.96707865918408 6.68368221371762 7.12885407449597 7.53339598966315 7.05878568714817 7.2389356984027 7.15739187665395 6.78580488134113 6.87954074573083 7.23255736609338 7.21061436966411 7.06826969812419 6.66197648320705 6.94315109306667 6.63591738529353 7.25421961364995 6.90381210851592 7.16976648227267
+"RNF216" 3.92541869237757 4.18557590658447 4.10125371338044 4.27487155551308 4.27245470258131 4.21749257809528 4.39421780068069 4.04670802250356 4.10009830613594 4.65706460765036 4.18557590658447 4.30410446991829 4.30201414565902 4.3784246623382 4.09453344248734 4.37654000654909 4.30843779593116 4.14456775334217 4.10617910578573 3.72421426249425 4.25964472169835
+"RNF217" 6.98977850098633 6.3159214822305 6.63694454558902 6.62023198987558 6.40577243202264 6.46964488619953 6.92861658695887 6.95913335497434 6.77893973162015 6.07839437595461 6.30436629935738 5.86379181540481 6.43811763792343 6.39711442552862 7.22997542322881 6.87980403148404 6.4623250229718 7.04616307308264 6.81605272047714 6.51540988716711 6.27446609562227
+"RNF217-AS1" 3.13981123962503 3.32427630116721 3.29374245145499 3.18305542375325 3.16044911927055 3.19424894370914 3.16202952026934 3.05377133628883 3.20902521366626 3.08199218228396 2.95872440097369 3.15653965087515 3.18997445973634 3.2371083959586 3.35969747622898 3.30865736376835 3.16202952026934 3.00370899815677 3.03268817120612 3.06445956091916 3.26092789292143
+"RNF220" 9.46718710899469 9.69340343483267 9.88548782213083 9.88548782213083 9.93442372340146 10.4591451026346 9.63895337592736 9.51089557840562 9.8265800319211 9.95355187587277 9.93580548147122 9.92128791688939 9.91232497024417 9.81165208247552 9.74001621413245 10.4762452327615 9.89708507316656 10.4738703611795 9.80710802669329 9.9611407267943 9.95034072817378
+"RNF227" 7.01589410088693 7.3936224026109 7.52648921042468 7.60278843948626 7.41636724332778 7.51638295394283 7.58510638964884 7.31323280905616 7.41527903223269 7.21890665845105 7.23471586996902 7.3936224026109 7.51398633125804 7.57799713016773 7.46216661039151 7.12622211540308 7.39939538102487 7.23710425788614 7.37260741589811 7.41043906282144 7.34905397840374
+"RNF24" 8.68016357761974 8.56521299618788 8.98926330661786 8.67699050157376 8.64614523200822 9.49711215899184 8.92665199987933 8.47074100959486 8.88280728550294 8.6694129549651 8.22753031241212 8.45242161752841 9.45804139479984 8.9735582985689 8.89558217881793 8.29743148371552 8.76824476686541 8.48165165188836 8.25697387190539 8.82350883112508 8.61124166738492
+"RNF25" 7.19973237152849 7.13668770031538 7.52170164947972 6.98810338336715 7.27220046765297 7.46126210352745 7.46390682039105 6.90245376321809 7.20609341431633 7.34372727558466 7.0926363372485 6.80009383493548 6.94703612451194 7.42558633139019 7.03675473197733 6.88580791964122 6.67010879496887 7.25248705919748 6.99518342119242 7.46104382465388 7.01791578854659
+"RNF26" 8.26416391499385 7.86234354731438 8.12068717770797 8.00556389881626 8.28027892845815 8.18298432935713 8.10216759868102 7.7306054841818 8.15421733934054 8.44041390500734 8.02108002801461 8.31680041370671 8.0435730228644 7.91934259382711 7.89381782776928 8.15649189946083 8.2815580292156 8.20555793441555 7.88717644717997 8.46253689572047 8.28457599965496
+"RNF32" 4.50394898668565 4.62758550739171 4.43389482293479 4.81915593458207 4.49172826899417 4.67020909297816 4.38396759435935 4.4155143926163 4.50394898668565 4.54844052423653 4.53550325872358 4.65933117478992 4.70081851115146 4.44394414728745 4.87598125386832 4.86986392122983 4.71755644894725 4.30981343900244 4.50693720637968 4.51819616668986 4.80399491957826
+"RNF32-DT" 6.85510674855167 6.45274256025565 7.05356712783534 6.88509387259011 7.26382408428073 7.13745554429164 6.71863299962565 6.63013949616293 6.96750264809739 6.53925380671176 6.76163255935582 6.76163255935582 6.67372416682987 6.47998404919438 6.66852666442014 6.86061816314071 6.64625893469438 6.72540907508622 6.46661339431295 7.28660334183162 6.71316684657788
+"RNF34" 5.67193313290703 6.04948352823281 6.01471084588336 5.52709528988894 6.1663179051332 6.38422153056586 6.06330248599605 5.60904890077491 5.96980606836515 6.13616156884619 5.77640001081761 5.94827490062179 5.98680940905955 5.92215013472151 5.56561425395768 6.23187934380231 5.92215013472151 5.79299314774989 5.48177472929288 5.96330039800506 6.04219164956971
+"RNF38" 6.91286892762311 6.68354155673615 5.67750608443176 6.30997109772858 6.96815839941468 5.7677982729646 6.53882107503748 6.82869823113696 6.38291182136818 7.17265155252482 6.64812768441569 6.75579058912734 6.04061990116476 6.13090850848512 6.03147804516015 6.93179226410845 6.70264752396808 6.82504126422726 6.7390921567807 6.91495651248815 6.79099067483408
+"RNF4" 9.41605751568579 9.32858948585272 9.37957549215468 9.11741664998242 9.50939057784685 8.89231635087967 8.99089863452055 9.41893320197141 9.43781432619202 9.42782064464729 9.21196590258487 9.43411402180106 9.180913381246 8.88708103523808 9.25376734264811 9.36713519885967 9.35432528941705 9.44856309610203 9.19141371089586 9.41005978234701 9.41679957758694
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+"TEX14" 4.9952103331499 4.16270873385012 4.40077145610909 4.55135170904206 4.35216212201076 4.83058124968118 3.89160745972658 4.57512919121534 4.31768367235238 4.07466605523523 4.77788253818204 4.26731843460554 4.27868642563921 4.54075187602639 4.46054087782756 5.18758820865464 4.4090407829715 5.14873718901971 4.26528641256563 4.13099961810088 4.12967914650621
+"TEX15" 5.09542338241816 5.37500012115509 4.83109730505632 5.32801993387116 5.1006703352708 5.00518074901948 5.62893956586 5.110968098653 5.34499275498943 5.05625041705801 4.98965351796721 5.00323563392762 5.2231117255669 5.27734572037317 5.18115322343544 5.16364227871192 5.11929917117006 4.65238838590816 5.20279842678053 5.02293318668239 5.17599228137398
+"TEX19" 3.72755303505779 3.75977659391126 3.77494989286325 3.8009251856734 3.75763767016553 3.72942618498381 3.86834686509364 3.82766761903912 3.91387869416087 3.94431014415433 3.50492985509095 3.8942992649742 3.8318562939454 3.66998158469869 3.76770711811611 3.86091548482478 3.67216776847921 3.76649585251223 3.78635284405553 3.87770128336122 3.754820408018
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+"TEX22" 5.26628578162116 5.4165182969391 5.63651338835521 5.54436617919669 5.51324536723726 5.30738287223401 5.31841565146111 5.2729643910041 5.43483941310207 5.46825412028677 5.43857084481468 5.46148998581934 5.51507719467872 5.4762540283611 5.58114105436757 5.88041194569917 5.43483941310207 5.18204222626504 5.38439735221897 5.39576317200021 5.47331625478642
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+"ZNF135" 5.52710885643662 5.94478901176235 5.50528692233858 5.70750606593993 5.4014138665783 4.69325266773737 4.92901591078634 4.97238397700105 5.39478638354377 5.35823493552844 6.118865355115 5.54847147423011 5.39331324532229 5.50528692233858 5.47735176375989 6.5995497909311 5.3809146062823 5.86405260418588 5.76556239425251 5.40890772484726 5.69471934223599
+"ZNF136" 7.17475010387782 7.53851549650512 7.33981584416388 6.82450629332652 7.17314900290969 6.61855046107761 6.79673404449104 7.67656593822251 6.97854157172879 7.32743489735144 7.52175137914673 7.75378598443552 6.64925890296496 7.22102626107456 6.69280588861756 7.56968289796687 7.41951017717747 7.30011783042256 7.3427134370038 7.33963118945339 7.10164980886454
+"ZNF138" 6.3258110950232 6.94321279211775 6.74771956112023 6.9374225207861 7.02981487324759 5.98509684238275 6.37472820775883 6.72256142899281 6.86223566256646 6.81275874878198 7.03137544105273 7.28038949094834 6.6901734274735 6.33571552327933 7.02487054945005 6.73446992400927 6.95955995964021 6.79596306180235 6.73446992400927 6.62736259047128 7.00243750040664
+"ZNF14" 7.08838407935788 7.44869234970396 7.47005604233764 7.46577233989951 7.28965460546941 6.99407390678067 7.23207981828464 7.43496097265297 7.43730861853582 6.98903840901763 7.63763827941732 6.97298166974515 7.1089717176035 7.18213055987487 7.2262844717489 7.53880033089281 7.00792445237246 7.75559055013122 7.48832492167032 7.21013188329454 7.17445767567389
+"ZNF140" 6.58654863266964 6.64180843347013 6.87326209078688 6.33047023208876 6.53819620777801 6.0132522157083 6.24443397539332 6.61201171640664 6.59148032307954 6.32168942531695 6.87062769686876 6.09671510224502 6.50317732085102 6.33090517543651 6.43440572257977 6.82653074214755 6.14969771436078 7.05119527238189 6.28397082085985 6.4046442852774 6.41141966859273
+"ZNF141" 5.54783178994512 5.79976601284619 6.15265661270308 6.13261958890676 5.5941733389914 6.49445528798352 6.05705369344318 6.25263063835887 6.08781079464012 5.33980843138498 5.71316527467618 5.86168650845898 6.12192939429399 5.99985438725283 6.76448843716835 5.18833861831854 5.96822649630134 5.87868409595901 6.13428326316362 5.54148616548801 5.42887056893288
+"ZNF142" 8.13741969373342 8.19433575105321 8.18528802494763 8.16920416347921 8.18463658415202 8.3029956380329 7.65051013604108 7.92326105425059 8.08761505776938 7.9524941678786 7.87045469925814 8.0091920956899 8.24870763831187 8.24101583457171 7.86964580098477 8.11174110925053 8.15626510680914 8.29067627099438 7.77827380856227 8.14173819230246 8.05940859384402
+"ZNF143" 7.77005393568174 7.36118978190046 7.33257051227051 7.58452422801649 7.5420102545361 7.66984407500656 7.63345879937086 7.81318126271848 7.88885804974169 7.23803287788872 7.58452422801649 7.45752880348457 7.780775161387 7.57774976902535 7.6736953695527 7.39730979347585 7.55134332205244 7.83345919528161 7.51052963298711 7.4268550704236 7.38573133835915
+"ZNF146" 8.57294892156323 8.86125405269272 8.70322915754429 8.84548718476961 8.60488218910645 8.95176992832269 8.27710581784669 8.63363136193825 8.60792491951951 8.67867648874235 9.32354012513742 8.52246371996865 9.06597747781831 8.65738468209169 9.02192566590609 9.30057727632885 8.57671983287857 9.48772904660864 8.61703029774492 8.10645429831215 8.57576216786439
+"ZNF148" 8.94278861464314 9.55302723842423 9.6534562878492 9.3544066667993 9.55057534130293 8.56061029886134 8.96787421710509 9.31943351980598 9.56225409627348 8.92231709823879 9.06473617515879 9.28111606080294 9.30665977125478 9.56539060124973 9.77700575688937 8.85712419898222 9.1514388927077 8.94162451458652 9.55614408161061 9.24604756187324 8.93035915500636
+"ZNF154" 4.91522269191524 4.7890887557295 5.19909544385981 5.44376478794732 4.91708165502444 4.91639963467241 4.39981926436043 4.438450152028 5.45124121372987 4.80528615282872 5.02521660393844 4.22850533807561 6.27114680393532 5.39415588805401 5.69902527041391 4.01218446156292 4.75558366137786 4.21316592864011 4.48854896373886 4.24416003872857 4.82306943027786
+"ZNF155" 4.74262228603749 4.77433959396158 4.72480461926078 4.78426423247656 4.87363672363757 4.87276596010996 4.88164723725719 4.59408586767966 4.55596252791407 4.68986154685234 4.7939943459758 4.79651718515198 4.47298995877913 4.88745151754659 4.23560549244566 4.73563657601757 4.78433972853253 4.73495317896472 4.66124087142173 4.81514145985066 4.73563657601757
+"ZNF157" 3.02925240767014 2.94882542723127 2.98586326033229 2.90166179117825 2.88610692181311 3.0559316476801 2.96291019768071 3.03556469279107 2.93502979054914 2.84718090453189 3.0648111226506 2.98586326033229 2.81793007554518 3.10008699120666 3.00815690007037 2.98586326033229 2.96904677268878 3.10292831119457 3.18112131632029 2.98586326033229 2.95894620149217
+"ZNF16" 6.5732764887333 6.30527516406736 6.6042363816647 6.42966766863127 6.4556521615841 6.51237256338066 6.35838584890935 6.37606220873797 6.42667317612772 6.50186736912808 6.37669674296291 6.37974671382118 6.1544963999638 6.37479230269851 6.29037377159751 6.42016953000693 6.45912602800185 6.58216757125133 6.42667317612772 6.58076329810372 6.41213325101968
+"ZNF160" 6.15898077175681 5.81423062243078 4.51683926991428 5.57393227742841 5.31261173126086 4.891431597517 5.97705789083747 5.94101955734115 5.54176730210797 5.91647553055379 6.56318965953547 5.31564897611186 5.50076182085259 5.43300576023898 5.37682447631082 5.78814544915013 5.63756092790132 6.00177210938995 5.53766539022949 5.50291425377825 5.37355418714623
+"ZNF165" 4.13104731765838 3.87661100939894 4.16679092041883 3.88908420223006 4.13580434903974 3.89600450378103 3.87661100939894 3.78301512707532 3.71031846596918 4.08464964440571 3.74537215328267 3.50063875530657 4.19746175242714 3.66197276388454 3.64126100236107 3.65414437680637 3.57061085129062 3.87661100939894 3.71033957583747 3.92119649688731 3.57064018487121
+"ZNF169" 5.64451053363641 5.84871932138311 5.69960628466698 5.62052383583875 5.95302146227022 5.54802437823013 5.8478863837725 5.64110525031783 5.91272663482516 5.83718277626848 5.88086279501535 5.77884435795131 6.01996332013539 6.02291141904236 5.72061075983102 5.77884435795131 5.77884435795131 5.86454874366612 5.71785841847362 5.6757026990738 6.02829699535898
+"ZNF174" 4.41705161650702 4.54137198263651 4.6432985912188 4.10799090192012 4.65388415093853 4.96962633110551 4.14969620994086 4.29938893389525 4.40926791928493 4.57614700235013 4.27087567376744 4.44414987409333 4.25471906472426 4.70676378392079 4.5413175636838 5.15934575333097 4.25964472169835 4.83501903539198 4.68114999668133 4.73291895844115 4.49497619638741
+"ZNF175" 8.04881557411685 7.95059534238819 8.14401327263141 8.23465205783651 8.1962068258543 8.24269716230327 8.24371069591073 8.14401327263141 8.29796542766475 8.14401327263141 7.95038470965474 7.78076725635142 8.27243919948485 8.03954441312941 8.35343325700539 8.0264694577831 7.97630115583025 8.46808490520012 8.167568308414 8.12694705873107 8.12091666610088
+"ZNF180" 5.53560793464097 6.06497615936 6.01667052358024 5.40442912961906 6.01974207220518 5.16543400689909 4.9963787799359 5.4105259034358 5.60139914372602 5.89564359580524 5.91344129322307 5.10335526346404 5.27963915688768 5.57025967269644 5.23990620358765 5.71526505182296 5.48861517392816 6.38251261594394 5.52467484266709 5.81297796536402 5.68099751210554
+"ZNF181" 4.83032721185556 4.43825184924258 4.30051813149754 4.56784258757475 4.64087580638936 4.67563631557606 4.61104154221197 4.73976514851686 4.36668898391427 4.3490248317407 4.2890640383112 4.26731843460554 4.48140818025349 4.38234400633787 4.41016449365541 4.6573580757063 4.22945551825066 4.33032298883397 4.14688870412121 4.49247930648426 4.27092613063193
+"ZNF182" 6.88925180547839 6.96983549497001 7.16185335343875 7.00702910663615 6.56175616054616 7.43778133899647 7.5043267118803 6.99088100162603 7.16151743010205 6.98313413063714 7.02838208050423 7.09623365930388 7.02245874202031 7.30358386989486 7.25401015094825 6.69091439132074 6.84859091121134 6.87166584436024 7.23074611278801 7.01586823002413 6.98544168151053
+"ZNF184" 6.86624469880591 7.65781336608817 7.99573443421439 8.07479786465407 8.29489610333631 6.68458396877338 6.90302711411611 7.3057966820234 8.43226915235461 7.57177251119474 7.27817829577218 7.32112427462095 7.87010096497745 6.6654579952557 7.83268758382719 7.31958905292747 8.55333120963078 7.83379483147419 8.01588661443285 8.15879018997244 7.73119890473174
+"ZNF189" 8.73972466944338 8.9221902247503 8.83084524611021 9.19999009766426 8.89281432964393 9.03716078251838 8.22579620260598 8.37463375747916 9.43054309481854 8.92456499009654 9.20459863681155 8.70227230326997 9.18118914198346 8.79858484436216 9.24837095922771 8.92128410809643 9.1436780181692 9.48259661141593 9.1165102371139 9.05951253723619 9.23143792755994
+"ZNF195" 8.17881531781307 8.66468050392968 8.6357701006088 8.51898333064803 8.55805347469952 8.43242919975931 7.79100981379881 8.31466372017004 8.46685401270802 8.35140577798419 8.68568798114552 8.30993813937106 8.62056671569288 8.71343737490764 8.71421180912576 8.49691092222581 8.04902230659587 8.61162601967243 8.32204672754261 8.46685401270802 8.24655259052833
+"ZNF2" 6.14505941677971 6.30246636653692 6.0268456023735 5.98080059503755 6.12643730059513 5.71670694917169 5.88756170302021 5.98982494326974 6.07383271064152 6.0268456023735 6.0268456023735 5.70031698572695 5.83107073320971 6.12059484398192 5.96660449967854 6.64908329908617 5.86676394422358 6.59246691724035 5.89853781447211 6.06947257143041 6.07603115741821
+"ZNF200" 6.21277926657639 6.10164652226276 6.27517694466805 5.38011977275691 6.37183337383374 5.76772094578005 5.53980394992983 5.95490474937084 5.83489135196075 6.04092464014324 5.84453718105455 5.67208151949162 5.60504398232669 5.49042741815774 5.72819661853945 5.9413616040714 5.64390252002471 6.443834933189 5.73843186413752 5.8535417747186 5.69374848806862
+"ZNF202" 7.09126114223134 6.8979946611305 7.33828436516384 6.89176862069158 7.02029606610215 7.25564839614161 7.02912009242577 6.6634833003756 6.79707936295949 6.49196542044406 6.75271227804355 6.41514183788059 6.73151194084513 7.30470591751249 7.01839969436203 7.1928780423927 6.35947921921855 7.38551229676787 6.56390155049114 7.04937469346169 6.65295873159075
+"ZNF205" 7.10385055698048 7.00790859578286 7.11848370335209 7.09381771991547 6.72540907508622 7.63059380951491 8.02398622296589 6.76350968279027 7.25188929786328 7.11920195186736 7.08983507785144 7.13871309250389 7.25689495096074 7.39697746300485 7.23153312455833 6.78090233488107 7.10385055698048 6.85752132824504 7.37169028018085 6.86554679200649 7.03249884167786
+"ZNF207" 8.71846098898671 8.96075663714944 8.76528664256002 8.95072137949989 8.05350662784549 7.90419250960125 8.4225986801945 8.66797526118092 8.76575493102559 8.46592913671312 9.31578383113202 8.68692553535389 9.05077367439033 8.91946328837143 9.32589076966993 8.71786055352745 8.81871665754383 8.63402776011166 8.96916062384405 8.24779200262192 8.53640976257175
+"ZNF208" 3.72915729735117 3.96519558196436 3.36469931105314 3.54736957854483 3.78076396175726 4.57854255335775 3.63366522439491 3.59893528468548 3.47619302521163 4.68255618273204 3.65281057721695 4.3777178614765 3.55654851800989 3.90060353900977 3.80178679885111 3.97842033453497 3.97593311728684 3.97180361377085 3.58657035912302 3.58584414927117 3.92833901537872
+"ZNF211" 7.57438367935335 7.6572345422292 7.87177959269822 7.26878499771969 7.66206586450731 7.38634815066921 7.11338561858003 7.53715554393681 7.34496589746108 7.38600785010572 7.66299993578671 7.3135498575545 7.2002030781645 7.25481139439994 7.18172651536955 8.06602588195112 7.53171491288635 8.2156854529914 7.39038866927915 7.47496456049789 7.39277880061003
+"ZNF212" 8.232507371962 8.00599621369475 8.02647638802753 7.84714832222417 8.07937926793301 7.94699450889912 7.96169179617032 7.77852232646447 7.79810002230352 8.0260447929439 7.96561646618034 7.68075885166435 7.99677763180408 7.93901667177096 7.90059896492758 8.07809776317158 7.6467194837708 7.97813254213608 7.85763380070831 8.08547333037047 7.93690029898401
+"ZNF213" 7.76063973392311 7.96507294903095 7.89799719957384 8.00542254073684 8.11326457826101 7.97731493937384 7.896817768596 7.66989298781999 7.74710993571394 7.68452916261312 7.72925767974595 7.66088034471014 7.95690443023382 8.19456057838373 7.78928917666147 7.65763477192262 7.62697043448654 7.98614555159368 7.71263605138208 7.72471797101642 7.88806108537627
+"ZNF213-AS1" 4.4811931555305 4.85731502220207 4.79153674036198 4.49244119664029 4.49085145929547 4.47602464668772 4.38669614502173 4.47298195156041 4.49244119664029 4.56538891856928 4.86311598734627 4.73639044974776 4.40127740387676 4.64919921702886 3.9374233985132 4.60131229489578 4.38868458282386 4.38868458282386 4.29266954498785 4.43553257129958 4.50753396255537
+"ZNF214" 5.33661266870599 5.11364337016244 5.01899887624448 4.89921889485622 5.02724438788711 4.65143752925535 5.15627683658361 5.07650421474476 5.4220534640795 4.9554305630297 5.25315898987671 5.19420428445302 5.20518187600629 5.50830135665581 5.13691161919547 5.19722926275744 5.15627683658361 4.72083029964895 5.3766375794325 5.25315898987671 5.20932569342535
+"ZNF215" 5.82103422196283 6.13377213001387 6.00371098977211 6.12471489273242 6.22853284270116 5.69050004291591 5.75378413889508 6.04054473714362 6.19436366996625 6.34722972819559 5.65274461013709 5.95049845128999 6.02789736666907 6.01729231183279 6.24887327636325 6.01729231183279 6.22895099810706 5.52971680988416 6.04803616551737 6.35011001156484 6.06785410820348
+"ZNF217" 6.43137469247944 5.07899126649202 5.13612156038976 5.15356769101239 4.83335154705858 5.20638699893316 5.02734430090424 5.61301328017861 5.07826492431982 4.98517408297817 6.0253730223913 5.14803495138425 4.86733796830676 5.42160706056862 4.97956884898185 5.311523255785 5.02911786542874 5.90019462835973 4.99532194402693 5.00062259366075 5.14803495138425
+"ZNF219" 7.76634678543521 7.37159679460575 7.60663507711665 7.7162618651923 7.57721212122401 7.85686578095497 7.97303129576183 7.40986631945732 7.90844601029283 7.83670122734691 7.3062736082112 7.54211250608991 8.04648737116477 7.86215865095267 7.64254867663308 7.18980576543164 7.58880151206266 7.27290370972467 7.61492038025323 7.70267282602833 7.63299882039742
+"ZNF22" 9.14254440098797 8.5615252533883 8.45558574498508 8.50107894808056 8.40171831412871 8.39479511917097 8.51235869294719 8.68089590744201 8.47629473957604 8.24882580437583 8.76836212086474 7.95864316955007 8.16804609095078 8.7659109521166 8.51102377118637 8.8879848963889 8.16065270831283 8.7534841436447 8.51932478667083 8.18324726078139 8.21984595200978
+"ZNF22-AS1" 5.84759715873509 6.15121088602103 6.19713217905302 6.10846869342321 5.97970372738117 6.04786157546652 6.16865379665964 5.68252365059641 6.04566898624723 6.12285722752123 5.89192453837094 6.04566898624723 5.95729173852143 6.19840989508872 6.22187732646757 6.00969568499375 5.85443023233668 5.60141154807646 6.03999434367609 6.05292224999771 6.09529329831622
+"ZNF221" 5.27396873984499 5.46164604699579 5.2564513493951 5.27073210529693 5.11962928897129 5.37350595535889 5.93900793816728 5.33853103959405 5.42578134704441 5.48565389005924 5.20702665348469 5.59792062320908 5.51530833916572 5.66437627170258 5.51530833916572 5.4712843299551 5.67340168539908 5.47072803909882 5.64247073545919 5.40356100026267 5.42839044998041
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+"ZNF518A" 5.83373661801047 6.12256733551174 6.49376351013051 5.42342119124873 5.94056796700701 4.79057616208276 5.01789774442255 5.81774417120224 4.82829898918604 4.83608548565824 6.37035983047505 5.38823065027036 4.92356391706094 5.12906069912838 4.70257500252863 6.60960500137246 5.19861132619366 6.34558786137562 5.31953275777255 5.23843180015622 5.27826411606457
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+"ZNF526" 6.97268426970545 7.02794473078212 6.84914648052151 6.90646255779398 6.88082036866069 6.89294680065723 6.96284988166149 6.61278606018009 6.56897698619989 6.84914648052151 6.84914648052151 6.45047658026347 6.76862536918472 6.89841251565941 6.68302115469659 7.14863481563708 6.66711026023032 6.93946095978944 6.61974285719537 6.92482435574162 6.88662109515141
+"ZNF527" 5.79429864513768 6.16592875867777 5.98759119265484 6.38997897416002 6.31563302451968 6.22608987809409 6.19650706855399 5.90995535988422 6.18668944972288 6.01083217973418 5.94465778134413 5.90855454661281 6.28221768812162 6.21428057465456 6.10770753087399 6.21576820405701 6.04462879909585 5.68641531121435 5.99065450732771 5.86463235072366 6.02500774278794
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+"ZNF529" 6.66169562882496 7.65747628372643 8.31830144073444 7.32403276297387 7.99023239946738 7.42324116919544 6.39270386740224 7.49937243362461 7.36884086884611 7.32155382349049 7.41944908234571 7.75352399339629 6.76304342944093 6.75687616389373 7.27048883463591 7.3868223466713 7.59000898091751 8.23911623073742 7.38727888540881 7.51963764455853 7.23097350632613
+"ZNF529-AS1" 5.08961543800521 4.75425719972472 5.01600896699818 4.44226988677651 4.42674525491247 4.21158836680804 4.50499856928311 4.40372351542714 4.60812755660802 4.61663825624283 4.57376160350925 4.42284938906406 4.63667705614021 4.79719231354717 4.72087338926297 4.2354977319959 4.48338657707148 4.79001779688713 4.50304628685804 4.60519650960777 4.31239528334185
+"ZNF530" 4.6656478005912 4.61820922345055 4.40169738487094 4.57568999579897 4.28112192436471 4.16447968568395 4.88651311081427 4.57512919121534 4.6656478005912 4.70460105323453 5.02823475663121 4.65932842677465 4.62668504142356 4.71468517663001 4.71343823669209 4.77567575270721 4.89755309285788 4.47751975073354 4.7605488304103 4.67909216949582 4.51663273635905
+"ZNF532" 9.95956292750506 9.78736280870449 9.76486151632974 9.55920283780574 9.41887849042972 8.94359126635636 9.88821228427174 9.42824111673424 9.32175691983852 9.28203235917131 10.0268124080807 9.40313781111552 9.47881653834621 9.54565176846514 9.37999006762016 10.1424565908386 9.54715515038523 10.1766367990327 9.6090716706021 9.3585941603229 9.36393953495449
+"ZNF536" 7.78260795625332 8.09791374617782 8.29792910605 7.28413443165372 7.90276236961348 7.10737849417565 6.62966399786001 7.46026219561286 6.99176342921608 6.93100954492685 8.83431254906932 7.61113348196282 6.91693262111088 7.35746408706749 7.05827632665488 9.1334637678665 7.45198806447554 9.5768825706968 6.96505542614081 7.64534095241995 7.63636244566948
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+"ZNF541" 5.95048163840859 6.16023546583569 6.05962834716509 6.2517069925628 6.05962834716509 6.40411222114055 6.19824009134641 5.90655564622389 6.050550683609 6.05962834716509 5.80806314292463 6.03171745099654 6.23650113810545 6.24443397539332 6.09723025807313 5.69532598273726 6.10770753087399 5.75156422602065 6.23115025139347 6.05962834716509 6.09016181304755
+"ZNF544" 7.47359327725734 7.94543765170236 7.96245790666232 7.54938469873157 7.57468880475765 7.19549378087219 7.69002909823023 7.55232898944654 7.7199707496778 7.81348619063232 7.69419317899003 7.57778045475473 7.55952118881602 7.68154386498528 8.00137896325489 7.62802974143362 7.41116070821567 7.26528550855667 7.69286847298129 7.86510826791694 7.82399196078608
+"ZNF547" 3.94027762189362 3.90882538535162 3.77468951273479 3.96754579781831 3.89526007734642 3.64830244527006 4.03603297764773 3.63452460849962 3.74193239352757 3.49451234290668 3.52746075031686 3.36136316240832 4.17393765365724 3.63734615191803 4.55516582163185 3.57063946495654 3.36177386466716 3.69549199390597 3.77263498595549 3.69181918370214 3.52475819073456
+"ZNF548" 5.49476450268487 5.11564811477081 5.24032997040818 4.99169548668545 5.04004473677515 4.80613812136094 5.10738397046551 5.12412882071819 4.86105879849996 4.8598305495009 5.4850603657199 5.2016637242005 4.7202601450218 4.77887964452984 4.93220392943134 5.71074839638279 5.05474881738322 5.96316785947122 5.26265897708434 5.41707833582896 5.04127353467691
+"ZNF549" 3.57428304503712 3.70823682121058 3.58387896601217 3.67491788064232 3.38572512656629 3.47298025610708 3.58895529754571 3.7262371260789 3.682820006186 3.83390837744182 3.73006526580036 3.53784260422856 3.54711446818035 3.53741376891322 3.45760993292975 3.54390425830219 3.64646847182225 3.37807269091952 3.92467205801534 4.04213083705807 3.92302758602181
+"ZNF550" 7.28879385636496 7.5681167748732 7.52957127284894 7.52547548499833 7.7574950689897 7.29423932486654 7.28075294865739 7.39859052686642 7.57267996507861 7.5723911351971 7.41146966729607 7.51048291672943 7.36630014808742 7.30624401465442 7.69685149234931 7.9231152826323 7.67818207698051 7.85559249915973 7.4495297260332 7.51797207144217 7.65791642179961
+"ZNF551" 4.00967676648148 3.88509171534632 4.16561249945007 3.74179424180057 3.93753814708997 3.70239495890333 3.61117588395012 3.73648041729871 3.79144460194354 4.00757947518573 4.17622494701542 3.46547771514358 3.49835935778302 3.90882538535162 3.79978114030483 4.17219539193722 3.95791283012094 3.85076960627854 3.88509171534632 4.03065454581025 3.89350362357758
+"ZNF552" 5.04330441726734 5.07755958326598 4.86986392122983 5.47434410720324 4.99063860515279 5.01724558730516 4.90108713472645 4.91551299050733 5.39614460056483 5.40360446454561 5.17688718592879 4.94248977132282 5.4725383575839 5.42867946954338 5.3605424868223 5.58358265602105 5.4052878518216 5.03496540763289 5.08921729960497 4.99449965264188 5.29558851519141
+"ZNF554" 6.91547759189572 7.09896257407676 7.22657183437661 7.45517020893616 7.23629590917689 7.02511501116259 7.12766710096699 6.95521321857567 7.36233609211744 7.5269059070445 7.14771614917672 7.21183196404563 7.57846181461875 7.34938016732421 7.30587210643228 7.40357352788424 7.27351963928135 7.1123523594076 7.1771596518436 7.32284715849047 7.55122913853355
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+"ZNF559" 8.10356968585932 8.18418257785513 7.39359616184896 5.76532474745886 6.97100420730382 5.64372325546358 6.99748016775696 7.45529264590018 6.88216966144626 7.22639005057327 8.31787092226153 7.28083475064389 6.8000506645029 7.52902144523188 7.37303878917552 7.83509048330559 7.11711373920604 7.63261658976056 7.16860980185233 7.33662238900565 7.5273386483443
+"ZNF560" 2.94176193795194 2.93720370824507 3.04385858196007 2.97592694330417 2.92017643301803 3.11395981986173 2.80887147389779 3.13350965492434 3.19932686700895 2.8521279093031 2.88113806240775 2.96490136947469 2.98510588276923 2.85001334642936 3.22395789270902 2.97427250281873 2.86788272673676 2.83124597789577 2.77583998181427 2.8273995937723 3.15776324638556
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+"ZNF562" 5.26817681331534 5.42716194928276 5.03881116123912 5.37934526369993 4.82660334632449 4.78794930619946 5.22062156958156 5.27231707494301 5.31190745014241 4.99169548668545 5.28520030396326 5.27941117347017 5.42437040383714 4.92836430252744 5.58471347198782 5.34365107965059 5.22062156958156 5.11476621170833 5.30097962000209 5.13753691662305 5.27523371580799
+"ZNF563" 6.22834229788385 6.06577215321075 6.0781636493888 6.08393710389392 5.93269745143028 6.11861947196445 6.56388106302089 6.21058065554833 6.22894975166585 6.03663998936987 6.25187331470211 6.01732179925437 6.35163342702226 6.49916586624919 6.35163342702226 6.07659219859362 6.06907710341669 5.98737603366594 6.08938767522189 5.79631157058051 6.10770753087399
+"ZNF565" 7.49259266163016 7.70837130160868 7.48348123760534 7.88288006385275 7.53839292256263 8.06729442666242 7.64148448741165 7.6173636562281 7.56895471128753 7.45595343540128 8.07753867049241 7.28563361668225 7.6431332214176 7.74257961601665 7.96710989633812 8.34664636605255 7.3651261113759 8.28252166280298 7.71465734457315 7.23764444497777 7.21975348204718
+"ZNF566" 5.87957738309212 5.8574750608798 5.3614304441513 5.9957433152399 5.82666475809699 4.2625214552717 5.09507778179062 5.79711897649468 6.08752162428332 5.75259537153019 6.36457518376444 5.75526213918654 6.09779850915546 5.45781592943129 6.29441309092948 6.14135666507378 5.74576428188661 6.10471632697935 5.94570517050411 5.72282428567835 5.53715704928749
+"ZNF567" 6.0542864785371 6.27400505356411 6.10271985819724 6.33213712944044 6.46513420971386 5.97962142159865 5.79536190625481 5.9247221576481 6.56294572207965 5.72879976623736 5.98504072587561 5.39002780742118 6.25976493994394 5.48762665343805 6.58147214565638 6.10894399798629 6.22289541250893 6.31950039360895 6.13786951826351 6.07742716026602 6.02720778405228
+"ZNF567-DT" 6.79850187862952 7.58488808838251 7.50166917069815 7.48818265256196 7.64651746721742 7.39319692351637 7.44066266112964 7.12369768228965 7.01081737880993 7.19552029575456 7.28104838965062 7.74092958912008 7.29747175556594 7.0532812365462 7.33820724729287 7.64323038494597 7.5149831695622 7.34804316004121 7.40296268250291 7.25294589074486 7.15226730000583
+"ZNF568" 6.52233734660297 6.93072702869054 6.42334095351969 7.02530436721781 6.06192879234443 6.64176727728381 7.13331090455422 7.32953443894389 7.13738986599791 6.59764965199061 7.08954679982854 6.5158522085527 7.12098008554743 7.44244026495126 7.23458610446557 6.51316638519897 7.27936625841318 6.24863289925484 7.01204503437812 6.56523867375006 6.61551837145385
+"ZNF569" 4.84431414565121 4.93750628223488 5.03715722985542 4.74414361607757 5.21066393508327 4.47515061092618 4.82007461356578 5.01648742054741 4.76084981427344 4.73911549705711 4.75799280259008 4.95783519102278 4.64348778660726 4.44239863591993 4.92294999685354 4.8191774249241 4.67214184682376 5.3032618483079 4.84431414565121 4.94936370266715 4.7939943459758
+"ZNF57" 5.44216632379867 5.8510776322976 6.20648842793009 5.1462469496485 5.99304071086834 5.20695697619958 4.92061250049945 5.61755172667795 5.50076182085259 5.49453234322297 5.38176100348235 5.4037678307415 5.07458207670456 5.51106357142161 5.50076182085259 5.38004756656014 5.41469103454482 6.018215824405 5.50076182085259 5.68714071491588 5.42833379334822
+"ZNF570" 5.31851729250564 5.77872950452485 5.33987680186212 5.69197073474972 5.40372878929991 5.14874746178349 5.5457970861875 5.92088772949834 5.63860080838371 5.54114183589152 5.56651176162855 5.38521598554916 5.48744416754917 5.37241839888034 5.79287822320797 6.08548301887986 5.53600491320796 6.01078939801264 5.65199624852033 5.608461367162 5.34992127074116
+"ZNF571" 4.66891461597415 4.9273914922299 4.7265195011894 4.52133935066704 4.64020695688682 4.6864081720811 4.20712028500638 4.65401135286642 4.39029102533355 4.58592233788176 4.67182517268179 4.13773031834026 4.23504673721504 4.45947122973213 4.38740436548139 5.6632163498986 4.49669141162982 5.61750353414706 4.50643129871752 4.15717752367155 4.23270564637736
+"ZNF571-AS1" 5.86034416430574 6.37733585221693 6.03785571081971 5.94347749257532 6.09745500489862 6.10761579204677 5.57776887150578 5.70873361322297 5.9352927729288 5.76355186482492 6.18711041761504 5.80644848624261 5.53147984400162 6.10868826855287 5.68519644295041 6.50809801789704 5.8668976310647 6.03655704745493 5.58992504273523 5.85044431909605 5.90558403158366
+"ZNF572" 3.77358808255511 3.90481473708738 3.67260503412147 3.98206292952472 3.73111778047554 3.75131276269084 3.75714810291262 3.89211565208285 3.77999714271874 3.74378424730173 3.86280616645761 3.79304218606966 3.43359381604248 3.55540407527132 3.68670478947422 4.26287717857921 3.60489061136529 3.77840740537392 3.77999714271874 3.62965176638923 3.90283264759306
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diff --git a/preprocessing-of-data/AD-GSE48350.pData.tsv b/preprocessing-of-data/AD-GSE48350.pData.tsv
new file mode 100644
index 0000000..9506804
--- /dev/null
+++ b/preprocessing-of-data/AD-GSE48350.pData.tsv
@@ -0,0 +1,254 @@
+"title" "geo_accession" "status" "submission_date" "last_update_date" "type" "channel_count" "source_name_ch1" "organism_ch1" "characteristics_ch1" "characteristics_ch1.1" "characteristics_ch1.2" "characteristics_ch1.3" "characteristics_ch1.4" "characteristics_ch1.5" "treatment_protocol_ch1" "growth_protocol_ch1" "molecule_ch1" "extract_protocol_ch1" "label_ch1" "label_protocol_ch1" "taxid_ch1" "hyb_protocol" "scan_protocol" "description" "data_processing" "platform_id" "contact_name" "contact_email" "contact_phone" "contact_laboratory" "contact_department" "contact_institute" "contact_address" "contact_city" "contact_state" "contact_zip/postal_code" "contact_country" "supplementary_file" "data_row_count" "relation" "relation.1" "relation.2" "age (yrs):ch1" "apoe genotype:ch1" "braak stage:ch1" "brain region:ch1" "gender:ch1" "individual:ch1" "mmse:ch1"
+"GSM300166" "PostcentralGyrus_female_91yrs_indiv10" "GSM300166" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 91 years" "Homo sapiens" "individual: 10, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300166/suppl/GSM300166.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "postcentral gyrus" "female" "10, C" NA
+"GSM300167" "SuperiorFrontalGyrus_female_91yrs_indiv10" "GSM300167" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 91 years" "Homo sapiens" "individual: 10, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300167/suppl/GSM300167.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "superior frontal gyrus" "female" "10, C" NA
+"GSM300168" "Hippocampus_female_96yrs_indiv105" "GSM300168" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 96 years" "Homo sapiens" "individual: 105, C" "brain region: hippocampus" "gender: female" "age (yrs): 96" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300168/suppl/GSM300168.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "96" NA NA "hippocampus" "female" "105, C" NA
+"GSM300169" "Hippocampus_male_82yrs_indiv106" "GSM300169" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 82 years" "Homo sapiens" "individual: 106, C" "brain region: hippocampus" "gender: male" "age (yrs): 82" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300169/suppl/GSM300169.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "82" NA NA "hippocampus" "male" "106, C" NA
+"GSM300170" "Hippocampus_male_84yrs_indiv108" "GSM300170" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 84 years" "Homo sapiens" "individual: 108, C" "brain region: hippocampus" "gender: male" "age (yrs): 84" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300170/suppl/GSM300170.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "84" NA NA "hippocampus" "male" "108, C" NA
+"GSM300171" "Hippocampus_female_87yrs_indiv109" "GSM300171" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 87 years" "Homo sapiens" "individual: 109, C" "brain region: hippocampus" "gender: female" "age (yrs): 87" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300171/suppl/GSM300171.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "87" NA NA "hippocampus" "female" "109, C" NA
+"GSM300172" "Hippocampus_female_82yrs_indiv111" "GSM300172" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 82 years" "Homo sapiens" "individual: 111, C" "brain region: hippocampus" "gender: female" "age (yrs): 82" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300172/suppl/GSM300172.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "82" NA NA "hippocampus" "female" "111, C" NA
+"GSM300173" "EntorhinalCortex_male_45yrs_indiv12" "GSM300173" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 45 years" "Homo sapiens" "individual: 12, AA" "brain region: entorhinal cortex" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300173/suppl/GSM300173.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "entorhinal cortex" "male" "12, AA" NA
+"GSM300174" "Hippocampus_male_45yrs_indiv12" "GSM300174" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 45 years" "Homo sapiens" "individual: 12, AA" "brain region: hippocampus" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300174/suppl/GSM300174.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "hippocampus" "male" "12, AA" NA
+"GSM300175" "PostcentralGyrus_male_45yrs_indiv12" "GSM300175" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 45 years" "Homo sapiens" "individual: 12, AA" "brain region: postcentral gyrus" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300175/suppl/GSM300175.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "postcentral gyrus" "male" "12, AA" NA
+"GSM300176" "SuperiorFrontalGyrus_male_45yrs_indiv12" "GSM300176" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 45 years" "Homo sapiens" "individual: 12, AA" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300176/suppl/GSM300176.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "superior frontal gyrus" "male" "12, AA" NA
+"GSM300177" "EntorhinalCortex_male_95yrs_indiv14" "GSM300177" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 95 years" "Homo sapiens" "individual: 14, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 95" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300177/suppl/GSM300177.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "95" NA NA "entorhinal cortex" "male" "14, C" NA
+"GSM300178" "Hippocampus_male_95yrs_indiv14" "GSM300178" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 95 years" "Homo sapiens" "individual: 14, C" "brain region: hippocampus" "gender: male" "age (yrs): 95" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300178/suppl/GSM300178.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "95" NA NA "hippocampus" "male" "14, C" NA
+"GSM300179" "PostcentralGyrus_male_95yrs_indiv14" "GSM300179" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 95 years" "Homo sapiens" "individual: 14, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 95" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300179/suppl/GSM300179.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "95" NA NA "postcentral gyrus" "male" "14, C" NA
+"GSM300180" "SuperiorFrontalGyrus_male_95yrs_indiv14" "GSM300180" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 95 years" "Homo sapiens" "individual: 14, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 95" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300180/suppl/GSM300180.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "95" NA NA "superior frontal gyrus" "male" "14, C" NA
+"GSM300181" "EntorhinalCortex_male_80yrs_indiv15" "GSM300181" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 80 years" "Homo sapiens" "individual: 15, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 80" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300181/suppl/GSM300181.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "80" NA NA "entorhinal cortex" "male" "15, C" NA
+"GSM300182" "Hippocampus_male_80yrs_indiv15" "GSM300182" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 80 years" "Homo sapiens" "individual: 15, C" "brain region: hippocampus" "gender: male" "age (yrs): 80" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300182/suppl/GSM300182.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "80" NA NA "hippocampus" "male" "15, C" NA
+"GSM300183" "PostcentralGyrus_male_80yrs_indiv15" "GSM300183" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 80 years" "Homo sapiens" "individual: 15, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 80" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300183/suppl/GSM300183.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "80" NA NA "postcentral gyrus" "male" "15, C" NA
+"GSM300185" "Hippocampus_male_91yrs_indiv16-07" "GSM300185" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 91 years" "Homo sapiens" "individual: 16-07, C" "brain region: hippocampus" "gender: male" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300185/suppl/GSM300185.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "hippocampus" "male" "16-07, C" NA
+"GSM300186" "EntorhinalCortex_female_45yrs_indiv17" "GSM300186" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 45 years" "Homo sapiens" "individual: 17, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300186/suppl/GSM300186.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "entorhinal cortex" "female" "17, C" NA
+"GSM300187" "Hippocampus_female_45yrs_indiv17" "GSM300187" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 45 years" "Homo sapiens" "individual: 17, C" "brain region: hippocampus" "gender: female" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300187/suppl/GSM300187.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "hippocampus" "female" "17, C" NA
+"GSM300188" "SuperiorFrontalGyrus_female_45yrs_indiv17" "GSM300188" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 45 years" "Homo sapiens" "individual: 17, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300188/suppl/GSM300188.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "superior frontal gyrus" "female" "17, C" NA
+"GSM300189" "EntorhinalCortex_female_74yrs_indiv18" "GSM300189" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 74 years" "Homo sapiens" "individual: 18, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300189/suppl/GSM300189.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "entorhinal cortex" "female" "18, C" NA
+"GSM300190" "Hippocampus_female_74yrs_indiv18" "GSM300190" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 74 years" "Homo sapiens" "individual: 18, C" "brain region: hippocampus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300190/suppl/GSM300190.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "hippocampus" "female" "18, C" NA
+"GSM300191" "SuperiorFrontalGyrus_female_74yrs_indiv18" "GSM300191" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 74 years" "Homo sapiens" "individual: 18, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300191/suppl/GSM300191.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "superior frontal gyrus" "female" "18, C" NA
+"GSM300192" "EntorhinalCortex_female_99yrs_indiv2" "GSM300192" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 99 years" "Homo sapiens" "individual: 2, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 99" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300192/suppl/GSM300192.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "99" NA NA "entorhinal cortex" "female" "2, C" NA
+"GSM300193" "Hippocampus_female_99yrs_indiv2" "GSM300193" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 99 years" "Homo sapiens" "individual: 2, C" "brain region: hippocampus" "gender: female" "age (yrs): 99" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300193/suppl/GSM300193.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "99" NA NA "hippocampus" "female" "2, C" NA
+"GSM300194" "PostcentralGyrus_female_99yrs_indiv2" "GSM300194" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 99 years" "Homo sapiens" "individual: 2, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 99" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300194/suppl/GSM300194.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "99" NA NA "postcentral gyrus" "female" "2, C" NA
+"GSM300195" "SuperiorFrontalGyrus_female_99yrs_indiv2" "GSM300195" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 99 years" "Homo sapiens" "individual: 2, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 99" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300195/suppl/GSM300195.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "99" NA NA "superior frontal gyrus" "female" "2, C" NA
+"GSM300196" "EntorhinalCortex_female_74yrs_indiv21" "GSM300196" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 74 years" "Homo sapiens" "individual: 21, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300196/suppl/GSM300196.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "entorhinal cortex" "female" "21, C" NA
+"GSM300197" "Hippocampus_female_74yrs_indiv21" "GSM300197" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 74 years" "Homo sapiens" "individual: 21, C" "brain region: hippocampus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300197/suppl/GSM300197.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "hippocampus" "female" "21, C" NA
+"GSM300198" "PostcentralGyrus_female_74yrs_indiv21" "GSM300198" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 74 years" "Homo sapiens" "individual: 21, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300198/suppl/GSM300198.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "postcentral gyrus" "female" "21, C" NA
+"GSM300199" "SuperiorFrontalGyrus_female_74yrs_indiv21" "GSM300199" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 74 years" "Homo sapiens" "individual: 21, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300199/suppl/GSM300199.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "superior frontal gyrus" "female" "21, C" NA
+"GSM300200" "PostcentralGyrus_female_92yrs_indiv26" "GSM300200" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 92 years" "Homo sapiens" "individual: 26, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 92" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300200/suppl/GSM300200.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "92" NA NA "postcentral gyrus" "female" "26, C" NA
+"GSM300201" "SuperiorFrontalGyrus_female_92yrs_indiv26" "GSM300201" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 92 years" "Homo sapiens" "individual: 26, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 92" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300201/suppl/GSM300201.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "92" NA NA "superior frontal gyrus" "female" "26, C" NA
+"GSM300202" "PostcentralGyrus_female_91yrs_indiv27" "GSM300202" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 91 years" "Homo sapiens" "individual: 27, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300202/suppl/GSM300202.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "postcentral gyrus" "female" "27, C" NA
+"GSM300203" "SuperiorFrontalGyrus_female_91yrs_indiv27" "GSM300203" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 91 years" "Homo sapiens" "individual: 27, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300203/suppl/GSM300203.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "superior frontal gyrus" "female" "27, C" NA
+"GSM300204" "EntorhinalCortex_male_83yrs_indiv28" "GSM300204" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 83 years" "Homo sapiens" "individual: 28, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 83" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300204/suppl/GSM300204.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "83" NA NA "entorhinal cortex" "male" "28, C" NA
+"GSM300205" "Hippocampus_male_83yrs_indiv28" "GSM300205" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 83 years" "Homo sapiens" "individual: 28, C" "brain region: hippocampus" "gender: male" "age (yrs): 83" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300205/suppl/GSM300205.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "83" NA NA "hippocampus" "male" "28, C" NA
+"GSM300206" "PostcentralGyrus_male_83yrs_indiv28" "GSM300206" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 83 years" "Homo sapiens" "individual: 28, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 83" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300206/suppl/GSM300206.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "83" NA NA "postcentral gyrus" "male" "28, C" NA
+"GSM300207" "SuperiorFrontalGyrus_male_83yrs_indiv28" "GSM300207" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 83 years" "Homo sapiens" "individual: 28, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 83" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300207/suppl/GSM300207.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "83" NA NA "superior frontal gyrus" "male" "28, C" NA
+"GSM300208" "EntorhinalCortex_male_28yrs_indiv29" "GSM300208" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 28 years" "Homo sapiens" "individual: 29, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 28" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300208/suppl/GSM300208.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "28" NA NA "entorhinal cortex" "male" "29, C" NA
+"GSM300209" "Hippocampus_male_28yrs_indiv29" "GSM300209" "Public on Oct 09 2008" "Jun 25 2008" "May 03 2022" "RNA" "1" "brain, hippocampus, male, 28 years" "Homo sapiens" "individual: 29, C" "brain region: hippocampus" "gender: male" "age (yrs): 28" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300209/suppl/GSM300209.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "Reanalyzed by: GSE202101" "28" NA NA "hippocampus" "male" "29, C" NA
+"GSM300210" "PostcentralGyrus_male_28yrs_indiv29" "GSM300210" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 28 years" "Homo sapiens" "individual: 29, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 28" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300210/suppl/GSM300210.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "28" NA NA "postcentral gyrus" "male" "29, C" NA
+"GSM300211" "SuperiorFrontalGyrus_male_28yrs_indiv29" "GSM300211" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 28 years" "Homo sapiens" "individual: 29, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 28" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300211/suppl/GSM300211.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "28" NA NA "superior frontal gyrus" "male" "29, C" NA
+"GSM300212" "PostcentralGyrus_female_74yrs_indiv30" "GSM300212" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 74 years" "Homo sapiens" "individual: 30, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300212/suppl/GSM300212.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "postcentral gyrus" "female" "30, C" NA
+"GSM300213" "SuperiorFrontalGyrus_female_74yrs_indiv30" "GSM300213" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 74 years" "Homo sapiens" "individual: 30, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300213/suppl/GSM300213.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "superior frontal gyrus" "female" "30, C" NA
+"GSM300214" "EntorhinalCortex_male_97yrs_indiv34" "GSM300214" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 97 years" "Homo sapiens" "individual: 34, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 97" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300214/suppl/GSM300214.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "97" NA NA "entorhinal cortex" "male" "34, C" NA
+"GSM300215" "Hippocampus_male_97yrs_indiv34" "GSM300215" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 97 years" "Homo sapiens" "individual: 34, C" "brain region: hippocampus" "gender: male" "age (yrs): 97" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300215/suppl/GSM300215.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "97" NA NA "hippocampus" "male" "34, C" NA
+"GSM300216" "PostcentralGyrus_male_97yrs_indiv34" "GSM300216" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 97 years" "Homo sapiens" "individual: 34, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 97" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300216/suppl/GSM300216.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "97" NA NA "postcentral gyrus" "male" "34, C" NA
+"GSM300217" "SuperiorFrontalGyrus_male_97yrs_indiv34" "GSM300217" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 97 years" "Homo sapiens" "individual: 34, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 97" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300217/suppl/GSM300217.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "97" NA NA "superior frontal gyrus" "male" "34, C" NA
+"GSM300218" "EntorhinalCortex_female_34yrs_indiv35" "GSM300218" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 34 years" "Homo sapiens" "individual: 35, AA" "brain region: entorhinal cortex" "gender: female" "age (yrs): 34" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300218/suppl/GSM300218.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "34" NA NA "entorhinal cortex" "female" "35, AA" NA
+"GSM300219" "Hippocampus_female_34yrs_indiv35" "GSM300219" "Public on Oct 09 2008" "Jun 25 2008" "May 03 2022" "RNA" "1" "brain, hippocampus, female, 34 years" "Homo sapiens" "individual: 35, AA" "brain region: hippocampus" "gender: female" "age (yrs): 34" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300219/suppl/GSM300219.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "Reanalyzed by: GSE202101" "34" NA NA "hippocampus" "female" "35, AA" NA
+"GSM300220" "PostcentralGyrus_female_34yrs_indiv35" "GSM300220" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 34 years" "Homo sapiens" "individual: 35, AA" "brain region: postcentral gyrus" "gender: female" "age (yrs): 34" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300220/suppl/GSM300220.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "34" NA NA "postcentral gyrus" "female" "35, AA" NA
+"GSM300221" "SuperiorFrontalGyrus_female_34yrs_indiv35" "GSM300221" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 34 years" "Homo sapiens" "individual: 35, AA" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 34" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300221/suppl/GSM300221.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "34" NA NA "superior frontal gyrus" "female" "35, AA" NA
+"GSM300222" "EntorhinalCortex_female_74yrs_indiv38" "GSM300222" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 74 years" "Homo sapiens" "individual: 38, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300222/suppl/GSM300222.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "entorhinal cortex" "female" "38, C" NA
+"GSM300223" "Hippocampus_female_74yrs_indiv38" "GSM300223" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 74 years" "Homo sapiens" "individual: 38, C" "brain region: hippocampus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300223/suppl/GSM300223.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "hippocampus" "female" "38, C" NA
+"GSM300224" "PostcentralGyrus_female_74yrs_indiv38" "GSM300224" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 74 years" "Homo sapiens" "individual: 38, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300224/suppl/GSM300224.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "postcentral gyrus" "female" "38, C" NA
+"GSM300225" "SuperiorFrontalGyrus_female_74yrs_indiv38" "GSM300225" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 74 years" "Homo sapiens" "individual: 38, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 74" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300225/suppl/GSM300225.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "74" NA NA "superior frontal gyrus" "female" "38, C" NA
+"GSM300226" "PostcentralGyrus_female_90yrs_indiv40" "GSM300226" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 90 years" "Homo sapiens" "individual: 40, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 90" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300226/suppl/GSM300226.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "90" NA NA "postcentral gyrus" "female" "40, C" NA
+"GSM300227" "Hippocampus_female_91yrs_indiv40-04" "GSM300227" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 91 years" "Homo sapiens" "individual: 40-04, C" "brain region: hippocampus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300227/suppl/GSM300227.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "hippocampus" "female" "40-04, C" NA
+"GSM300228" "EntorhinalCortex_female_44yrs_indiv42" "GSM300228" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 44 years" "Homo sapiens" "individual: 42, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 44" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300228/suppl/GSM300228.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "44" NA NA "entorhinal cortex" "female" "42, C" NA
+"GSM300229" "SuperiorFrontalGyrus_female_44yrs_indiv42" "GSM300229" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 44 years" "Homo sapiens" "individual: 42, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 44" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300229/suppl/GSM300229.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "44" NA NA "superior frontal gyrus" "female" "42, C" NA
+"GSM300230" "EntorhinalCortex_female_37yrs_indiv45" "GSM300230" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 37 years" "Homo sapiens" "individual: 45, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 37" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300230/suppl/GSM300230.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "37" NA NA "entorhinal cortex" "female" "45, C" NA
+"GSM300231" "Hippocampus_female_37yrs_indiv45" "GSM300231" "Public on Oct 09 2008" "Jun 25 2008" "May 03 2022" "RNA" "1" "brain, hippocampus, female, 37 years" "Homo sapiens" "individual: 45, C" "brain region: hippocampus" "gender: female" "age (yrs): 37" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300231/suppl/GSM300231.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "Reanalyzed by: GSE202101" "37" NA NA "hippocampus" "female" "45, C" NA
+"GSM300232" "PostcentralGyrus_female_37yrs_indiv45" "GSM300232" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 37 years" "Homo sapiens" "individual: 45, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 37" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300232/suppl/GSM300232.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "37" NA NA "postcentral gyrus" "female" "45, C" NA
+"GSM300233" "SuperiorFrontalGyrus_female_37yrs_indiv45" "GSM300233" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 37 years" "Homo sapiens" "individual: 45, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 37" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300233/suppl/GSM300233.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "37" NA NA "superior frontal gyrus" "female" "45, C" NA
+"GSM300234" "EntorhinalCortex_male_85yrs_indiv46" "GSM300234" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 85 years" "Homo sapiens" "individual: 46, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 85" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300234/suppl/GSM300234.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "85" NA NA "entorhinal cortex" "male" "46, C" NA
+"GSM300235" "Hippocampus_male_85yrs_indiv46" "GSM300235" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 85 years" "Homo sapiens" "individual: 46, C" "brain region: hippocampus" "gender: male" "age (yrs): 85" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300235/suppl/GSM300235.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "85" NA NA "hippocampus" "male" "46, C" NA
+"GSM300236" "PostcentralGyrus_male_85yrs_indiv46" "GSM300236" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 85 years" "Homo sapiens" "individual: 46, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 85" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300236/suppl/GSM300236.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "85" NA NA "postcentral gyrus" "male" "46, C" NA
+"GSM300237" "SuperiorFrontalGyrus_male_85yrs_indiv46" "GSM300237" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 85 years" "Homo sapiens" "individual: 46, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 85" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300237/suppl/GSM300237.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "85" NA NA "superior frontal gyrus" "male" "46, C" NA
+"GSM300238" "EntorhinalCortex_female_70yrs_indiv47" "GSM300238" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 70 years" "Homo sapiens" "individual: 47, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 70" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300238/suppl/GSM300238.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "70" NA NA "entorhinal cortex" "female" "47, C" NA
+"GSM300239" "Hippocampus_female_70yrs_indiv47" "GSM300239" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 70 years" "Homo sapiens" "individual: 47, C" "brain region: hippocampus" "gender: female" "age (yrs): 70" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300239/suppl/GSM300239.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "70" NA NA "hippocampus" "female" "47, C" NA
+"GSM300240" "PostcentralGyrus_female_70yrs_indiv47" "GSM300240" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 70 years" "Homo sapiens" "individual: 47, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 70" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300240/suppl/GSM300240.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "70" NA NA "postcentral gyrus" "female" "47, C" NA
+"GSM300241" "SuperiorFrontalGyrus_female_70yrs_indiv47" "GSM300241" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 70 years" "Homo sapiens" "individual: 47, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 70" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300241/suppl/GSM300241.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "70" NA NA "superior frontal gyrus" "female" "47, C" NA
+"GSM300242" "EntorhinalCortex_female_64yrs_indiv52" "GSM300242" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 64 years" "Homo sapiens" "individual: 52, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 64" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300242/suppl/GSM300242.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "64" NA NA "entorhinal cortex" "female" "52, C" NA
+"GSM300243" "Hippocampus_female_64yrs_indiv52" "GSM300243" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 64 years" "Homo sapiens" "individual: 52, C" "brain region: hippocampus" "gender: female" "age (yrs): 64" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300243/suppl/GSM300243.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "64" NA NA "hippocampus" "female" "52, C" NA
+"GSM300244" "PostcentralGyrus_female_64yrs_indiv52" "GSM300244" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 64 years" "Homo sapiens" "individual: 52, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 64" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300244/suppl/GSM300244.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "64" NA NA "postcentral gyrus" "female" "52, C" NA
+"GSM300245" "SuperiorFrontalGyrus_female_64yrs_indiv52" "GSM300245" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 64 years" "Homo sapiens" "individual: 52, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 64" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300245/suppl/GSM300245.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "64" NA NA "superior frontal gyrus" "female" "52, C" NA
+"GSM300246" "PostcentralGyrus_male_70yrs_indiv53" "GSM300246" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 70 years" "Homo sapiens" "individual: 53, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 70" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300246/suppl/GSM300246.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "70" NA NA "postcentral gyrus" "male" "53, C" NA
+"GSM300247" "SuperiorFrontalGyrus_male_70yrs_indiv53" "GSM300247" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 70 years" "Homo sapiens" "individual: 53, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 70" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300247/suppl/GSM300247.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "70" NA NA "superior frontal gyrus" "male" "53, C" NA
+"GSM300248" "EntorhinalCortex_female_85yrs_indiv54" "GSM300248" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 85 years" "Homo sapiens" "individual: 54, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 85" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300248/suppl/GSM300248.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "85" NA NA "entorhinal cortex" "female" "54, C" NA
+"GSM300249" "PostcentralGyrus_female_85yrs_indiv54" "GSM300249" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 85 years" "Homo sapiens" "individual: 54, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 85" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300249/suppl/GSM300249.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "85" NA NA "postcentral gyrus" "female" "54, C" NA
+"GSM300250" "SuperiorFrontalGyrus_female_85yrs_indiv54" "GSM300250" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 85 years" "Homo sapiens" "individual: 54, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 85" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300250/suppl/GSM300250.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "85" NA NA "superior frontal gyrus" "female" "54, C" NA
+"GSM300251" "SuperiorFrontalGyrus_female_91yrs_indiv59" "GSM300251" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 91 years" "Homo sapiens" "individual: 59, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300251/suppl/GSM300251.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "superior frontal gyrus" "female" "59, C" NA
+"GSM300252" "EntorhinalCortex_male_21yrs_indiv66" "GSM300252" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 21 years" "Homo sapiens" "individual: 66, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 21" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300252/suppl/GSM300252.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "21" NA NA "entorhinal cortex" "male" "66, C" NA
+"GSM300253" "PostcentralGyrus_male_21yrs_indiv66" "GSM300253" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 21 years" "Homo sapiens" "individual: 66, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 21" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300253/suppl/GSM300253.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "21" NA NA "postcentral gyrus" "male" "66, C" NA
+"GSM300254" "SuperiorFrontalGyrus_male_21yrs_indiv66" "GSM300254" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 21 years" "Homo sapiens" "individual: 66, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 21" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300254/suppl/GSM300254.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "21" NA NA "superior frontal gyrus" "male" "66, C" NA
+"GSM300255" "Hippocampus_male_69yrs_indiv67" "GSM300255" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 69 years" "Homo sapiens" "individual: 67, C" "brain region: hippocampus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300255/suppl/GSM300255.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "hippocampus" "male" "67, C" NA
+"GSM300256" "PostcentralGyrus_male_69yrs_indiv67" "GSM300256" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 69 years" "Homo sapiens" "individual: 67, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300256/suppl/GSM300256.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "postcentral gyrus" "male" "67, C" NA
+"GSM300258" "EntorhinalCortex_male_40yrs_indiv68" "GSM300258" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 40 years" "Homo sapiens" "individual: 68, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 40" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300258/suppl/GSM300258.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "40" NA NA "entorhinal cortex" "male" "68, C" NA
+"GSM300259" "PostcentralGyrus_male_40yrs_indiv68" "GSM300259" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 40 years" "Homo sapiens" "individual: 68, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 40" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300259/suppl/GSM300259.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "40" NA NA "postcentral gyrus" "male" "68, C" NA
+"GSM300260" "SuperiorFrontalGyrus_male_40yrs_indiv68" "GSM300260" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 40 years" "Homo sapiens" "individual: 68, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 40" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300260/suppl/GSM300260.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "40" NA NA "superior frontal gyrus" "male" "68, C" NA
+"GSM300261" "EntorhinalCortex_male_52yrs_indiv71" "GSM300261" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 52 years" "Homo sapiens" "individual: 71, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 52" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300261/suppl/GSM300261.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "52" NA NA "entorhinal cortex" "male" "71, C" NA
+"GSM300262" "Hippocampus_male_52yrs_indiv71" "GSM300262" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 52 years" "Homo sapiens" "individual: 71, C" "brain region: hippocampus" "gender: male" "age (yrs): 52" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300262/suppl/GSM300262.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "52" NA NA "hippocampus" "male" "71, C" NA
+"GSM300263" "PostcentralGyrus_male_52yrs_indiv71" "GSM300263" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 52 years" "Homo sapiens" "individual: 71, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 52" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300263/suppl/GSM300263.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "52" NA NA "postcentral gyrus" "male" "71, C" NA
+"GSM300264" "SuperiorFrontalGyrus_male_52yrs_indiv71" "GSM300264" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 52 years" "Homo sapiens" "individual: 71, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 52" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300264/suppl/GSM300264.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "52" NA NA "superior frontal gyrus" "male" "71, C" NA
+"GSM300265" "PostcentralGyrus_male_75yrs_indiv72" "GSM300265" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 75 years" "Homo sapiens" "individual: 72, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 75" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300265/suppl/GSM300265.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "75" NA NA "postcentral gyrus" "male" "72, C" NA
+"GSM300266" "SuperiorFrontalGyrus_male_75yrs_indiv72" "GSM300266" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 75 years" "Homo sapiens" "individual: 72, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 75" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300266/suppl/GSM300266.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "75" NA NA "superior frontal gyrus" "male" "72, C" NA
+"GSM300267" "EntorhinalCortex_male_86yrs_indiv73" "GSM300267" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 86 years" "Homo sapiens" "individual: 73, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 86" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300267/suppl/GSM300267.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "86" NA NA "entorhinal cortex" "male" "73, C" NA
+"GSM300268" "Hippocampus_male_86yrs_indiv73" "GSM300268" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 86 years" "Homo sapiens" "individual: 73, C" "brain region: hippocampus" "gender: male" "age (yrs): 86" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300268/suppl/GSM300268.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "86" NA NA "hippocampus" "male" "73, C" NA
+"GSM300269" "PostcentralGyrus_male_86yrs_indiv73" "GSM300269" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 86 years" "Homo sapiens" "individual: 73, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 86" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300269/suppl/GSM300269.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "86" NA NA "postcentral gyrus" "male" "73, C" NA
+"GSM300270" "SuperiorFrontalGyrus_male_86yrs_indiv73" "GSM300270" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 86 years" "Homo sapiens" "individual: 73, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 86" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300270/suppl/GSM300270.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "86" NA NA "superior frontal gyrus" "male" "73, C" NA
+"GSM300271" "EntorhinalCortex_female_26yrs_indiv76" "GSM300271" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 26 years" "Homo sapiens" "individual: 76, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 26" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300271/suppl/GSM300271.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "26" NA NA "entorhinal cortex" "female" "76, C" NA
+"GSM300272" "Hippocampus_female_26yrs_indiv76" "GSM300272" "Public on Oct 09 2008" "Jun 25 2008" "May 03 2022" "RNA" "1" "brain, hippocampus, female, 26 years" "Homo sapiens" "individual: 76, C" "brain region: hippocampus" "gender: female" "age (yrs): 26" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300272/suppl/GSM300272.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "Reanalyzed by: GSE202101" "26" NA NA "hippocampus" "female" "76, C" NA
+"GSM300273" "PostcentralGyrus_female_26yrs_indiv76" "GSM300273" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 26 years" "Homo sapiens" "individual: 76, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 26" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300273/suppl/GSM300273.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "26" NA NA "postcentral gyrus" "female" "76, C" NA
+"GSM300274" "SuperiorFrontalGyrus_female_26yrs_indiv76" "GSM300274" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 26 years" "Homo sapiens" "individual: 76, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 26" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300274/suppl/GSM300274.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "26" NA NA "superior frontal gyrus" "female" "76, C" NA
+"GSM300275" "EntorhinalCortex_male_20yrs_indiv77" "GSM300275" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 20 years" "Homo sapiens" "individual: 77, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300275/suppl/GSM300275.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "entorhinal cortex" "male" "77, C" NA
+"GSM300276" "Hippocampus_male_20yrs_indiv77" "GSM300276" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 20 years" "Homo sapiens" "individual: 77, C" "brain region: hippocampus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300276/suppl/GSM300276.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "hippocampus" "male" "77, C" NA
+"GSM300277" "PostcentralGyrus_male_20yrs_indiv77" "GSM300277" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 20 years" "Homo sapiens" "individual: 77, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300277/suppl/GSM300277.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "postcentral gyrus" "male" "77, C" NA
+"GSM300278" "SuperiorFrontalGyrus_male_20yrs_indiv77" "GSM300278" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 20 years" "Homo sapiens" "individual: 77, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300278/suppl/GSM300278.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "superior frontal gyrus" "male" "77, C" NA
+"GSM300279" "EntorhinalCortex_male_20yrs_indiv78" "GSM300279" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 20 years" "Homo sapiens" "individual: 78, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300279/suppl/GSM300279.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "entorhinal cortex" "male" "78, C" NA
+"GSM300280" "Hippocampus_male_20yrs_indiv78" "GSM300280" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 20 years" "Homo sapiens" "individual: 78, C" "brain region: hippocampus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300280/suppl/GSM300280.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "hippocampus" "male" "78, C" NA
+"GSM300281" "PostcentralGyrus_male_20yrs_indiv78" "GSM300281" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 20 years" "Homo sapiens" "individual: 78, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300281/suppl/GSM300281.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "postcentral gyrus" "male" "78, C" NA
+"GSM300282" "SuperiorFrontalGyrus_male_20yrs_indiv78" "GSM300282" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 20 years" "Homo sapiens" "individual: 78, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300282/suppl/GSM300282.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "superior frontal gyrus" "male" "78, C" NA
+"GSM300283" "PostcentralGyrus_female_36yrs_indiv79" "GSM300283" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 36 years" "Homo sapiens" "individual: 79, AA" "brain region: postcentral gyrus" "gender: female" "age (yrs): 36" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300283/suppl/GSM300283.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "36" NA NA "postcentral gyrus" "female" "79, AA" NA
+"GSM300284" "SuperiorFrontalGyrus_female_36yrs_indiv79" "GSM300284" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 36 years" "Homo sapiens" "individual: 79, AA" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 36" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300284/suppl/GSM300284.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "36" NA NA "superior frontal gyrus" "female" "79, AA" NA
+"GSM300285" "EntorhinalCortex_male_69yrs_indiv8" "GSM300285" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 69 years" "Homo sapiens" "individual: 8, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300285/suppl/GSM300285.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "entorhinal cortex" "male" "8, C" NA
+"GSM300286" "Hippocampus_male_69yrs_indiv8" "GSM300286" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 69 years" "Homo sapiens" "individual: 8, C" "brain region: hippocampus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300286/suppl/GSM300286.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "hippocampus" "male" "8, C" NA
+"GSM300287" "PostcentralGyrus_male_69yrs_indiv8" "GSM300287" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 69 years" "Homo sapiens" "individual: 8, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300287/suppl/GSM300287.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "postcentral gyrus" "male" "8, C" NA
+"GSM300288" "SuperiorFrontalGyrus_male_69yrs_indiv8" "GSM300288" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 69 years" "Homo sapiens" "individual: 8, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300288/suppl/GSM300288.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "superior frontal gyrus" "male" "8, C" NA
+"GSM300289" "EntorhinalCortex_female_44yrs_indiv80" "GSM300289" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 44 years" "Homo sapiens" "individual: 80, AA" "brain region: entorhinal cortex" "gender: female" "age (yrs): 44" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300289/suppl/GSM300289.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "44" NA NA "entorhinal cortex" "female" "80, AA" NA
+"GSM300290" "Hippocampus_female_44yrs_indiv80" "GSM300290" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 44 years" "Homo sapiens" "individual: 80, AA" "brain region: hippocampus" "gender: female" "age (yrs): 44" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300290/suppl/GSM300290.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "44" NA NA "hippocampus" "female" "80, AA" NA
+"GSM300291" "PostcentralGyrus_female_44yrs_indiv80" "GSM300291" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 44 years" "Homo sapiens" "individual: 80, AA" "brain region: postcentral gyrus" "gender: female" "age (yrs): 44" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300291/suppl/GSM300291.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "44" NA NA "postcentral gyrus" "female" "80, AA" NA
+"GSM300292" "SuperiorFrontalGyrus_female_44yrs_indiv80" "GSM300292" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 44 years" "Homo sapiens" "individual: 80, AA" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 44" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300292/suppl/GSM300292.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "44" NA NA "superior frontal gyrus" "female" "80, AA" NA
+"GSM300293" "EntorhinalCortex_female_48yrs_indiv81" "GSM300293" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 48 years" "Homo sapiens" "individual: 81, AA" "brain region: entorhinal cortex" "gender: female" "age (yrs): 48" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300293/suppl/GSM300293.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "48" NA NA "entorhinal cortex" "female" "81, AA" NA
+"GSM300294" "Hippocampus_female_48yrs_indiv81" "GSM300294" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 48 years" "Homo sapiens" "individual: 81, AA" "brain region: hippocampus" "gender: female" "age (yrs): 48" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300294/suppl/GSM300294.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "48" NA NA "hippocampus" "female" "81, AA" NA
+"GSM300295" "PostcentralGyrus_female_48yrs_indiv81" "GSM300295" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 48 years" "Homo sapiens" "individual: 81, AA" "brain region: postcentral gyrus" "gender: female" "age (yrs): 48" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300295/suppl/GSM300295.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "48" NA NA "postcentral gyrus" "female" "81, AA" NA
+"GSM300296" "SuperiorFrontalGyrus_female_48yrs_indiv81" "GSM300296" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 48 years" "Homo sapiens" "individual: 81, AA" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 48" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300296/suppl/GSM300296.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "48" NA NA "superior frontal gyrus" "female" "81, AA" NA
+"GSM300297" "EntorhinalCortex_female_30yrs_indiv82" "GSM300297" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 30 years" "Homo sapiens" "individual: 82, AA" "brain region: entorhinal cortex" "gender: female" "age (yrs): 30" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300297/suppl/GSM300297.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "30" NA NA "entorhinal cortex" "female" "82, AA" NA
+"GSM300298" "Hippocampus_female_30yrs_indiv82" "GSM300298" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 30 years" "Homo sapiens" "individual: 82, AA" "brain region: hippocampus" "gender: female" "age (yrs): 30" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300298/suppl/GSM300298.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "30" NA NA "hippocampus" "female" "82, AA" NA
+"GSM300299" "SuperiorFrontalGyrus_female_30yrs_indiv82" "GSM300299" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 30 years" "Homo sapiens" "individual: 82, AA" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 30" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300299/suppl/GSM300299.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "30" NA NA "superior frontal gyrus" "female" "82, AA" NA
+"GSM300300" "EntorhinalCortex_male_20yrs_indiv83" "GSM300300" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 20 years" "Homo sapiens" "individual: 83, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300300/suppl/GSM300300.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "entorhinal cortex" "male" "83, C" NA
+"GSM300301" "Hippocampus_male_20yrs_indiv83" "GSM300301" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 20 years" "Homo sapiens" "individual: 83, C" "brain region: hippocampus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300301/suppl/GSM300301.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "hippocampus" "male" "83, C" NA
+"GSM300302" "PostcentralGyrus_male_20yrs_indiv83" "GSM300302" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 20 years" "Homo sapiens" "individual: 83, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300302/suppl/GSM300302.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "postcentral gyrus" "male" "83, C" NA
+"GSM300303" "SuperiorFrontalGyrus_male_20yrs_indiv83" "GSM300303" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 20 years" "Homo sapiens" "individual: 83, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 20" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300303/suppl/GSM300303.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "20" NA NA "superior frontal gyrus" "male" "83, C" NA
+"GSM300304" "EntorhinalCortex_male_33yrs_indiv84" "GSM300304" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 33 years" "Homo sapiens" "individual: 84, AA" "brain region: entorhinal cortex" "gender: male" "age (yrs): 33" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300304/suppl/GSM300304.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "33" NA NA "entorhinal cortex" "male" "84, AA" NA
+"GSM300305" "Hippocampus_male_33yrs_indiv84" "GSM300305" "Public on Oct 09 2008" "Jun 25 2008" "May 03 2022" "RNA" "1" "brain, hippocampus, male, 33 years" "Homo sapiens" "individual: 84, AA" "brain region: hippocampus" "gender: male" "age (yrs): 33" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300305/suppl/GSM300305.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "Reanalyzed by: GSE202101" "33" NA NA "hippocampus" "male" "84, AA" NA
+"GSM300306" "PostcentralGyrus_male_33yrs_indiv84" "GSM300306" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 33 years" "Homo sapiens" "individual: 84, AA" "brain region: postcentral gyrus" "gender: male" "age (yrs): 33" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300306/suppl/GSM300306.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "33" NA NA "postcentral gyrus" "male" "84, AA" NA
+"GSM300307" "SuperiorFrontalGyrus_male_33yrs_indiv84" "GSM300307" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 33 years" "Homo sapiens" "individual: 84, AA" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 33" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300307/suppl/GSM300307.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "33" NA NA "superior frontal gyrus" "male" "84, AA" NA
+"GSM300308" "EntorhinalCortex_male_22yrs_indiv85" "GSM300308" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 22 years" "Homo sapiens" "individual: 85, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 22" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300308/suppl/GSM300308.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "22" NA NA "entorhinal cortex" "male" "85, C" NA
+"GSM300309" "Hippocampus_male_22yrs_indiv85" "GSM300309" "Public on Oct 09 2008" "Jun 25 2008" "May 03 2022" "RNA" "1" "brain, hippocampus, male, 22 years" "Homo sapiens" "individual: 85, C" "brain region: hippocampus" "gender: male" "age (yrs): 22" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300309/suppl/GSM300309.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "Reanalyzed by: GSE202101" "22" NA NA "hippocampus" "male" "85, C" NA
+"GSM300310" "PostcentralGyrus_male_22yrs_indiv85" "GSM300310" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 22 years" "Homo sapiens" "individual: 85, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 22" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300310/suppl/GSM300310.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "22" NA NA "postcentral gyrus" "male" "85, C" NA
+"GSM300311" "SuperiorFrontalGyrus_male_22yrs_indiv85" "GSM300311" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 22 years" "Homo sapiens" "individual: 85, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 22" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300311/suppl/GSM300311.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "22" NA NA "superior frontal gyrus" "male" "85, C" NA
+"GSM300312" "EntorhinalCortex_male_42yrs_indiv86" "GSM300312" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 42 years" "Homo sapiens" "individual: 86, AA" "brain region: entorhinal cortex" "gender: male" "age (yrs): 42" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300312/suppl/GSM300312.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "42" NA NA "entorhinal cortex" "male" "86, AA" NA
+"GSM300313" "Hippocampus_male_42yrs_indiv86" "GSM300313" "Public on Oct 09 2008" "Jun 25 2008" "May 03 2022" "RNA" "1" "brain, hippocampus, male, 42 years" "Homo sapiens" "individual: 86, AA" "brain region: hippocampus" "gender: male" "age (yrs): 42" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300313/suppl/GSM300313.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "Reanalyzed by: GSE202101" "42" NA NA "hippocampus" "male" "86, AA" NA
+"GSM300314" "PostcentralGyrus_male_42yrs_indiv86" "GSM300314" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 42 years" "Homo sapiens" "individual: 86, AA" "brain region: postcentral gyrus" "gender: male" "age (yrs): 42" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300314/suppl/GSM300314.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "42" NA NA "postcentral gyrus" "male" "86, AA" NA
+"GSM300315" "SuperiorFrontalGyrus_male_42yrs_indiv86" "GSM300315" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 42 years" "Homo sapiens" "individual: 86, AA" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 42" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300315/suppl/GSM300315.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "42" NA NA "superior frontal gyrus" "male" "86, AA" NA
+"GSM300316" "EntorhinalCortex_male_45yrs_indiv87" "GSM300316" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 45 years" "Homo sapiens" "individual: 87, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300316/suppl/GSM300316.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "entorhinal cortex" "male" "87, C" NA
+"GSM300317" "Hippocampus_male_45yrs_indiv87" "GSM300317" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 45 years" "Homo sapiens" "individual: 87, C" "brain region: hippocampus" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300317/suppl/GSM300317.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "hippocampus" "male" "87, C" NA
+"GSM300318" "PostcentralGyrus_male_45yrs_indiv87" "GSM300318" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 45 years" "Homo sapiens" "individual: 87, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300318/suppl/GSM300318.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "postcentral gyrus" "male" "87, C" NA
+"GSM300319" "SuperiorFrontalGyrus_male_45yrs_indiv87" "GSM300319" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 45 years" "Homo sapiens" "individual: 87, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 45" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300319/suppl/GSM300319.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "45" NA NA "superior frontal gyrus" "male" "87, C" NA
+"GSM300320" "EntorhinalCortex_female_47yrs_indiv88" "GSM300320" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 47 years" "Homo sapiens" "individual: 88, AA" "brain region: entorhinal cortex" "gender: female" "age (yrs): 47" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300320/suppl/GSM300320.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "47" NA NA "entorhinal cortex" "female" "88, AA" NA
+"GSM300321" "Hippocampus_female_47yrs_indiv88" "GSM300321" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 47 years" "Homo sapiens" "individual: 88, AA" "brain region: hippocampus" "gender: female" "age (yrs): 47" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300321/suppl/GSM300321.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "47" NA NA "hippocampus" "female" "88, AA" NA
+"GSM300322" "PostcentralGyrus_female_47yrs_indiv88" "GSM300322" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 47 years" "Homo sapiens" "individual: 88, AA" "brain region: postcentral gyrus" "gender: female" "age (yrs): 47" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300322/suppl/GSM300322.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "47" NA NA "postcentral gyrus" "female" "88, AA" NA
+"GSM300323" "SuperiorFrontalGyrus_female_47yrs_indiv88" "GSM300323" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 47 years" "Homo sapiens" "individual: 88, AA" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 47" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300323/suppl/GSM300323.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "47" NA NA "superior frontal gyrus" "female" "88, AA" NA
+"GSM300324" "EntorhinalCortex_male_69yrs_indiv93" "GSM300324" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 69 years" "Homo sapiens" "individual: 93, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300324/suppl/GSM300324.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "entorhinal cortex" "male" "93, C" NA
+"GSM300325" "Hippocampus_male_69yrs_indiv93" "GSM300325" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 69 years" "Homo sapiens" "individual: 93, C" "brain region: hippocampus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300325/suppl/GSM300325.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "hippocampus" "male" "93, C" NA
+"GSM300326" "PostcentralGyrus_male_69yrs_indiv93" "GSM300326" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, male, 69 years" "Homo sapiens" "individual: 93, C" "brain region: postcentral gyrus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300326/suppl/GSM300326.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "postcentral gyrus" "male" "93, C" NA
+"GSM300327" "SuperiorFrontalGyrus_male_69yrs_indiv93" "GSM300327" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 69 years" "Homo sapiens" "individual: 93, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 69" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300327/suppl/GSM300327.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "69" NA NA "superior frontal gyrus" "male" "93, C" NA
+"GSM300328" "EntorhinalCortex_female_91yrs_indiv94" "GSM300328" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 91 years" "Homo sapiens" "individual: 94, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300328/suppl/GSM300328.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "entorhinal cortex" "female" "94, C" NA
+"GSM300329" "Hippocampus_female_91yrs_indiv94" "GSM300329" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 91 years" "Homo sapiens" "individual: 94, C" "brain region: hippocampus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300329/suppl/GSM300329.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "hippocampus" "female" "94, C" NA
+"GSM300330" "PostcentralGyrus_female_91yrs_indiv94" "GSM300330" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 91 years" "Homo sapiens" "individual: 94, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300330/suppl/GSM300330.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "postcentral gyrus" "female" "94, C" NA
+"GSM300331" "SuperiorFrontalGyrus_female_91yrs_indiv94" "GSM300331" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 91 years" "Homo sapiens" "individual: 94, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 91" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300331/suppl/GSM300331.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "91" NA NA "superior frontal gyrus" "female" "94, C" NA
+"GSM300332" "EntorhinalCortex_male_75yrs_indiv96" "GSM300332" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, male, 75 years" "Homo sapiens" "individual: 96, C" "brain region: entorhinal cortex" "gender: male" "age (yrs): 75" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300332/suppl/GSM300332.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "75" NA NA "entorhinal cortex" "male" "96, C" NA
+"GSM300333" "Hippocampus_male_75yrs_indiv96" "GSM300333" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, male, 75 years" "Homo sapiens" "individual: 96, C" "brain region: hippocampus" "gender: male" "age (yrs): 75" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300333/suppl/GSM300333.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "75" NA NA "hippocampus" "male" "96, C" NA
+"GSM300335" "SuperiorFrontalGyrus_male_75yrs_indiv96" "GSM300335" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 75 years" "Homo sapiens" "individual: 96, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 75" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300335/suppl/GSM300335.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "75" NA NA "superior frontal gyrus" "male" "96, C" NA
+"GSM300338" "EntorhinalCortex_female_82yrs_indiv98" "GSM300338" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, entorhinal cortex, female, 82 years" "Homo sapiens" "individual: 98, C" "brain region: entorhinal cortex" "gender: female" "age (yrs): 82" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300338/suppl/GSM300338.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "82" NA NA "entorhinal cortex" "female" "98, C" NA
+"GSM300339" "Hippocampus_female_82yrs_indiv98" "GSM300339" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, hippocampus, female, 82 years" "Homo sapiens" "individual: 98, C" "brain region: hippocampus" "gender: female" "age (yrs): 82" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300339/suppl/GSM300339.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "82" NA NA "hippocampus" "female" "98, C" NA
+"GSM300340" "PostcentralGyrus_female_82yrs_indiv98" "GSM300340" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, postcentral gyrus, female, 82 years" "Homo sapiens" "individual: 98, C" "brain region: postcentral gyrus" "gender: female" "age (yrs): 82" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300340/suppl/GSM300340.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "82" NA NA "postcentral gyrus" "female" "98, C" NA
+"GSM300341" "SuperiorFrontalGyrus_female_82yrs_indiv98" "GSM300341" "Public on Oct 09 2008" "Jun 25 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, female, 82 years" "Homo sapiens" "individual: 98, C" "brain region: superior frontal gyrus" "gender: female" "age (yrs): 82" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM300nnn/GSM300341/suppl/GSM300341.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "82" NA NA "superior frontal gyrus" "female" "98, C" NA
+"GSM318840" "SuperiorFrontalGyrus_male_66yrs_indiv63" "GSM318840" "Public on Oct 09 2008" "Sep 09 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 66 years" "Homo sapiens" "individual: 63, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 66" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Postmortem brain tissue from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM318nnn/GSM318840/suppl/GSM318840.CEL.gz" "54675" "Reanalyzed by: GSE119087" "Reanalyzed by: GSE133349" "" "66" NA NA "superior frontal gyrus" "male" "63, C" NA
+"GSM350078" "SuperiorFrontalGyrus_male_80yrs_indiv15" "GSM350078" "Public on May 01 2009" "Dec 10 2008" "Jun 26 2019" "RNA" "1" "brain, superior frontal gyrus, male, 80 years" "Homo sapiens" "individual: 15, C" "brain region: superior frontal gyrus" "gender: male" "age (yrs): 80" "" "" "N/A" "N/A" "total RNA" "Total RNA was extracted from 10-200 mg of frozen, unfixed tissue using Trizol reagent (Invitrogen, Carlsbad CA), and purified using quick spin columns (Qiagen, Valencia CA). RNA quality was assessed using the Agilent BioAnalyzer (Agilent Technologies, Palo Alto, CA) and UV spectrophotometer for the presence of sharp peaks and 28S/18S RNA." "biotin" "Total RNA (10 ug) from each sample was used to generate first strand cDNA using a T7-linked-(dT)24 primer, followed by in vitro transcription using the ENZO BioArray High-Yield RNA transcript labeling kit (ENZO Farmingdale, NY) to generate biotin-labeled cRNA target." "9606" "Using a robotics system (Biomek FX MicroArray Plex SA System; Beckman Coultier) to optimize consistency in processing and minimize handling variability, each fragmented, biotin-labeled cRNA sample (30 mg) was individually hybridized to an Affymetrix Hg-U133 plus 2.0 chip for 16 hours and rotated at 13 rpm at 50C." "The chips were scanned using an Affymetrix GeneChip Scanner 3000 7G" "Brain from cognitively intact individual." "GC-RMA expression values were obtained from CEL files using GeneSpring 7.3.1 software. PLIER expression values were obtained using Expression Console software using default settings. PLIER and GC-RMA data were processed using GeneSpring 7.0 software, with default normalizations (Data transformation:set values<0.01 to 0.01; per chip: normalize to 50th percentile; per gene: normalize to median)." "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM350nnn/GSM350078/suppl/GSM350078.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "80" NA NA "superior frontal gyrus" "male" "15, C" NA
+"GSM1176196" "entorhinal cortex_female_76_AD_48" "GSM1176196" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 76" "brain region: entorhinal cortex" "braak stage: V" "apoe genotype: 3,3" "mmse: 3" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176196/suppl/GSM1176196_1105A-08_EC_48_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "3,3" "V" "entorhinal cortex" "female" NA "3"
+"GSM1176197" "entorhinal cortex_female_86_AD_15" "GSM1176197" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 86" "brain region: entorhinal cortex" "braak stage: VI" "apoe genotype: 4,4" "mmse: 9" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176197/suppl/GSM1176197_1105A-08_EC_15.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "4,4" "VI" "entorhinal cortex" "female" NA "9"
+"GSM1176198" "entorhinal cortex_female_82_AD_9" "GSM1176198" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 82" "brain region: entorhinal cortex" "braak stage: VI" "apoe genotype: 3,4" "mmse: 0" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176198/suppl/GSM1176198_1205A-07_EC-09_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "82" "3,4" "VI" "entorhinal cortex" "female" NA "0"
+"GSM1176199" "entorhinal cortex_female_85_AD_24" "GSM1176199" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 85" "brain region: entorhinal cortex" "braak stage: IV" "apoe genotype: 3,4" "mmse: 26" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176199/suppl/GSM1176199_1205A-07_EC-24_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,4" "IV" "entorhinal cortex" "female" NA "26"
+"GSM1176200" "entorhinal cortex_female_90_AD_36" "GSM1176200" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: entorhinal cortex" "braak stage: IV" "apoe genotype: 3,4" "mmse: 17" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176200/suppl/GSM1176200_1205A-07-EC-36_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "IV" "entorhinal cortex" "female" NA "17"
+"GSM1176201" "entorhinal cortex_female_90_AD_6" "GSM1176201" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: entorhinal cortex" "braak stage: V" "apoe genotype: 3,4" "mmse: 20" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176201/suppl/GSM1176201_1205A-07_EC-06_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "V" "entorhinal cortex" "female" NA "20"
+"GSM1176202" "entorhinal cortex_female_90_AD_75" "GSM1176202" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: entorhinal cortex" "braak stage: III" "apoe genotype: 4,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176202/suppl/GSM1176202_1105A-08_EC_75_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "4,4" "III" "entorhinal cortex" "female" NA "no info"
+"GSM1176203" "entorhinal cortex_female_91_AD_11" "GSM1176203" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_female_AD" "Homo sapiens" "gender: female" "age (yrs): 91" "brain region: entorhinal cortex" "braak stage: V-VI" "apoe genotype: 4,4" "mmse: 11" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176203/suppl/GSM1176203_1105A-08_EC_11.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "91" "4,4" "V-VI" "entorhinal cortex" "female" NA "11"
+"GSM1176204" "entorhinal cortex_male_76_AD_69" "GSM1176204" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_male_AD" "Homo sapiens" "gender: male" "age (yrs): 76" "brain region: entorhinal cortex" "braak stage: III" "apoe genotype: 4,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176204/suppl/GSM1176204_1205A-07-EC-69_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "4,4" "III" "entorhinal cortex" "male" NA "no info"
+"GSM1176205" "entorhinal cortex_male_85_AD_51" "GSM1176205" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_male_AD" "Homo sapiens" "gender: male" "age (yrs): 85" "brain region: entorhinal cortex" "braak stage: III" "apoe genotype: 3,3" "mmse: 22" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176205/suppl/GSM1176205_1105A-08_EC_51.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,3" "III" "entorhinal cortex" "male" NA "22"
+"GSM1176206" "entorhinal cortex_male_85_AD_74" "GSM1176206" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_male_AD" "Homo sapiens" "gender: male" "age (yrs): 85" "brain region: entorhinal cortex" "braak stage: II" "apoe genotype: 3,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176206/suppl/GSM1176206_1105A-08_EC_74.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,4" "II" "entorhinal cortex" "male" NA "no info"
+"GSM1176207" "entorhinal cortex_male_86_AD_92" "GSM1176207" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_male_AD" "Homo sapiens" "gender: male" "age (yrs): 86" "brain region: entorhinal cortex" "braak stage: IV" "apoe genotype: 3,3" "mmse: 19" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176207/suppl/GSM1176207_1105A-08_EC_92_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "3,3" "IV" "entorhinal cortex" "male" NA "19"
+"GSM1176208" "entorhinal cortex_male_87_AD_19" "GSM1176208" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_male_AD" "Homo sapiens" "gender: male" "age (yrs): 87" "brain region: entorhinal cortex" "braak stage: V" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176208/suppl/GSM1176208_1205A-07_EC-19_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "87" "3,4" "V" "entorhinal cortex" "male" NA "12"
+"GSM1176209" "entorhinal cortex_male_94_AD_5" "GSM1176209" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: entorhinal cortex" "braak stage: VI" "apoe genotype: 3,3" "mmse: 15" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176209/suppl/GSM1176209_0606A-05_EC_05_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "VI" "entorhinal cortex" "male" NA "15"
+"GSM1176210" "entorhinal cortex_male_94_AD_90" "GSM1176210" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "entorhinal cortex_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: entorhinal cortex" "braak stage: IV" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176210/suppl/GSM1176210_0606A-05_EC_90_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "IV" "entorhinal cortex" "male" NA "no info"
+"GSM1176211" "hippocampus_female_60_AD_20" "GSM1176211" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 60" "brain region: hippocampus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176211/suppl/GSM1176211_1105A-08_HC-20_Affy_2.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "60" "3,4" "VI" "hippocampus" "female" NA "12"
+"GSM1176212" "hippocampus_female_74_AD_37" "GSM1176212" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 74" "brain region: hippocampus" "braak stage: VI" "apoe genotype: 2,4" "mmse: 17" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176212/suppl/GSM1176212_1105A-08_HC_37.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "74" "2,4" "VI" "hippocampus" "female" NA "17"
+"GSM1176213" "hippocampus_female_76_AD_48" "GSM1176213" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 76" "brain region: hippocampus" "braak stage: V" "apoe genotype: 3,3" "mmse: 3" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176213/suppl/GSM1176213_1205A-07_HC-48_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "3,3" "V" "hippocampus" "female" NA "3"
+"GSM1176214" "hippocampus_female_79_AD_16" "GSM1176214" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 79" "brain region: hippocampus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 0" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176214/suppl/GSM1176214_1205A-07-HC-16_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "79" "3,4" "VI" "hippocampus" "female" NA "0"
+"GSM1176215" "hippocampus_female_86_AD_15" "GSM1176215" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 86" "brain region: hippocampus" "braak stage: VI" "apoe genotype: 4,4" "mmse: 9" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176215/suppl/GSM1176215_1105A-08_HC_15.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "4,4" "VI" "hippocampus" "female" NA "9"
+"GSM1176216" "hippocampus_female_85_AD_24" "GSM1176216" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 85" "brain region: hippocampus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 26" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176216/suppl/GSM1176216_1105A-08_HC_24.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,4" "IV" "hippocampus" "female" NA "26"
+"GSM1176217" "hippocampus_female_90_AD_23" "GSM1176217" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: hippocampus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176217/suppl/GSM1176217_0606A-05_HC_23_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "VI" "hippocampus" "female" NA "12"
+"GSM1176218" "hippocampus_female_90_AD_36" "GSM1176218" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: hippocampus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 17" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176218/suppl/GSM1176218_0606A-05_HC_36_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "IV" "hippocampus" "female" NA "17"
+"GSM1176219" "hippocampus_female_90_AD_75" "GSM1176219" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: hippocampus" "braak stage: III" "apoe genotype: 4,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176219/suppl/GSM1176219_1105A-08_HC-75_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "4,4" "III" "hippocampus" "female" NA "no info"
+"GSM1176220" "hippocampus_female_91_AD_11" "GSM1176220" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 91" "brain region: hippocampus" "braak stage: V-VI" "apoe genotype: 4,4" "mmse: 11" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176220/suppl/GSM1176220_1105A-08_HC-11_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "91" "4,4" "V-VI" "hippocampus" "female" NA "11"
+"GSM1176221" "hippocampus_male_76_AD_33" "GSM1176221" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 76" "brain region: hippocampus" "braak stage: V" "apoe genotype: 4,4" "mmse: 0" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176221/suppl/GSM1176221_1105A-08_HC_33_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "4,4" "V" "hippocampus" "male" NA "0"
+"GSM1176222" "hippocampus_male_76_AD_69" "GSM1176222" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 76" "brain region: hippocampus" "braak stage: III" "apoe genotype: 4,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176222/suppl/GSM1176222_1105A-08_HC-69_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "4,4" "III" "hippocampus" "male" NA "no info"
+"GSM1176223" "hippocampus_male_79_AD_7" "GSM1176223" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 79" "brain region: hippocampus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 6" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176223/suppl/GSM1176223_0606A-05_HC_07_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "79" "3,4" "VI" "hippocampus" "male" NA "6"
+"GSM1176224" "hippocampus_male_80_AD_43" "GSM1176224" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 80" "brain region: hippocampus" "braak stage: no info" "apoe genotype: 3,3" "mmse: 23" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176224/suppl/GSM1176224_1205A-07_HC-43_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "80" "3,3" "no info" "hippocampus" "male" NA "23"
+"GSM1176225" "hippocampus_male_85_AD_51" "GSM1176225" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 85" "brain region: hippocampus" "braak stage: III" "apoe genotype: 3,3" "mmse: 22" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176225/suppl/GSM1176225_1105A-08_HC-51_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,3" "III" "hippocampus" "male" NA "22"
+"GSM1176226" "hippocampus_male_86_AD_92" "GSM1176226" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 86" "brain region: hippocampus" "braak stage: IV" "apoe genotype: 3,3" "mmse: 19" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176226/suppl/GSM1176226_1105A-08_HC_92_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "3,3" "IV" "hippocampus" "male" NA "19"
+"GSM1176227" "hippocampus_male_87_AD_19" "GSM1176227" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 87" "brain region: hippocampus" "braak stage: V" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176227/suppl/GSM1176227_1205A-07_HC-19_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "87" "3,4" "V" "hippocampus" "male" NA "12"
+"GSM1176228" "hippocampus_male_94_AD_5" "GSM1176228" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: hippocampus" "braak stage: VI" "apoe genotype: 3,3" "mmse: 15" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176228/suppl/GSM1176228_0606A-05_HC_05_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "VI" "hippocampus" "male" NA "15"
+"GSM1176229" "hippocampus_male_94_AD_90" "GSM1176229" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "hippocampus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: hippocampus" "braak stage: IV" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176229/suppl/GSM1176229_1205A-07-HC-90_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "IV" "hippocampus" "male" NA "no info"
+"GSM1176230" "post-central gyrus_female_60_AD_20" "GSM1176230" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 60" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176230/suppl/GSM1176230_0606A-05_PCG_20_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "60" "3,4" "VI" "post-central gyrus" "female" NA "12"
+"GSM1176231" "post-central gyrus_female_74_AD_37" "GSM1176231" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 74" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 2,4" "mmse: 17" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176231/suppl/GSM1176231_1205A-07_PCG-37_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "74" "2,4" "VI" "post-central gyrus" "female" NA "17"
+"GSM1176232" "post-central gyrus_female_76_AD_48" "GSM1176232" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 76" "brain region: post-central gyrus" "braak stage: V" "apoe genotype: 3,3" "mmse: 3" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176232/suppl/GSM1176232_1105A-08_PCG_48_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "3,3" "V" "post-central gyrus" "female" NA "3"
+"GSM1176233" "post-central gyrus_female_86_AD_15" "GSM1176233" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 86" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 4,4" "mmse: 9" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176233/suppl/GSM1176233_1105A-08_PCG_15_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "4,4" "VI" "post-central gyrus" "female" NA "9"
+"GSM1176234" "post-central gyrus_female_82_AD_13" "GSM1176234" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 82" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 4" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176234/suppl/GSM1176234_1105A-08_PCG_13_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "82" "3,4" "VI" "post-central gyrus" "female" NA "4"
+"GSM1176235" "post-central gyrus_female_82_AD_9" "GSM1176235" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 82" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 0" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176235/suppl/GSM1176235_0606A-05_PCG_09_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "82" "3,4" "VI" "post-central gyrus" "female" NA "0"
+"GSM1176236" "post-central gyrus_female_85_AD_24" "GSM1176236" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 85" "brain region: post-central gyrus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 26" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176236/suppl/GSM1176236_0306A-02_PCG-24_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,4" "IV" "post-central gyrus" "female" NA "26"
+"GSM1176237" "post-central gyrus_female_85_AD_57" "GSM1176237" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 85" "brain region: post-central gyrus" "braak stage: V" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176237/suppl/GSM1176237_0606A-05_PCG_57_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,3" "V" "post-central gyrus" "female" NA "no info"
+"GSM1176238" "post-central gyrus_female_90_AD_23" "GSM1176238" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176238/suppl/GSM1176238_1205A-07_PCG-23_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "VI" "post-central gyrus" "female" NA "12"
+"GSM1176239" "post-central gyrus_female_90_AD_36" "GSM1176239" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: post-central gyrus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 17" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176239/suppl/GSM1176239_1105A-08_PCG_36.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "IV" "post-central gyrus" "female" NA "17"
+"GSM1176240" "post-central gyrus_female_90_AD_6" "GSM1176240" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: post-central gyrus" "braak stage: V" "apoe genotype: 3,4" "mmse: 20" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176240/suppl/GSM1176240_1205A-07_PCG-06_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "V" "post-central gyrus" "female" NA "20"
+"GSM1176241" "post-central gyrus_female_90_AD_75" "GSM1176241" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: post-central gyrus" "braak stage: III" "apoe genotype: 4,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176241/suppl/GSM1176241_1205A-07_PCG-75_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "4,4" "III" "post-central gyrus" "female" NA "no info"
+"GSM1176242" "post-central gyrus_female_91_AD_11" "GSM1176242" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 91" "brain region: post-central gyrus" "braak stage: V-VI" "apoe genotype: 4,4" "mmse: 11" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176242/suppl/GSM1176242_1105A-08_PCG_11_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "91" "4,4" "V-VI" "post-central gyrus" "female" NA "11"
+"GSM1176243" "post-central gyrus_female_94_AD_70" "GSM1176243" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 94" "brain region: post-central gyrus" "braak stage: I" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176243/suppl/GSM1176243_1205A-07_PCG-70_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "I" "post-central gyrus" "female" NA "no info"
+"GSM1176244" "post-central gyrus_female_95_AD_64" "GSM1176244" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 95" "brain region: post-central gyrus" "braak stage: no info" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176244/suppl/GSM1176244_1205A-07_PCG-64_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "95" "3,3" "no info" "post-central gyrus" "female" NA "no info"
+"GSM1176245" "post-central gyrus_male_76_AD_33" "GSM1176245" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 76" "brain region: post-central gyrus" "braak stage: V" "apoe genotype: 4,4" "mmse: 0" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176245/suppl/GSM1176245_1105A-08_PCG_33_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "4,4" "V" "post-central gyrus" "male" NA "0"
+"GSM1176246" "post-central gyrus_male_76_AD_69" "GSM1176246" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 76" "brain region: post-central gyrus" "braak stage: III" "apoe genotype: 4,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176246/suppl/GSM1176246_1205A-07_PCG-69_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "4,4" "III" "post-central gyrus" "male" NA "no info"
+"GSM1176247" "post-central gyrus_male_79_AD_7" "GSM1176247" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 79" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 6" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176247/suppl/GSM1176247_1205A-07_PCG-07_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "79" "3,4" "VI" "post-central gyrus" "male" NA "6"
+"GSM1176248" "post-central gyrus_male_85_AD_51" "GSM1176248" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 85" "brain region: post-central gyrus" "braak stage: III" "apoe genotype: 3,3" "mmse: 22" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176248/suppl/GSM1176248_1105A-08_PCG_51_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,3" "III" "post-central gyrus" "male" NA "22"
+"GSM1176249" "post-central gyrus_male_85_AD_74" "GSM1176249" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 85" "brain region: post-central gyrus" "braak stage: II" "apoe genotype: 3,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176249/suppl/GSM1176249_1205A-07_PCG-74_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,4" "II" "post-central gyrus" "male" NA "no info"
+"GSM1176250" "post-central gyrus_male_86_AD_92" "GSM1176250" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 86" "brain region: post-central gyrus" "braak stage: IV" "apoe genotype: 3,3" "mmse: 19" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176250/suppl/GSM1176250_1205A-07_PCG-92_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "3,3" "IV" "post-central gyrus" "male" NA "19"
+"GSM1176251" "post-central gyrus_male_87_AD_19" "GSM1176251" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 87" "brain region: post-central gyrus" "braak stage: V" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176251/suppl/GSM1176251_0606A-05_PCG_19_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "87" "3,4" "V" "post-central gyrus" "male" NA "12"
+"GSM1176252" "post-central gyrus_male_94_AD_44" "GSM1176252" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: post-central gyrus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 18" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176252/suppl/GSM1176252_1105A-08_PCG-44_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,4" "IV" "post-central gyrus" "male" NA "18"
+"GSM1176253" "post-central gyrus_male_94_AD_5" "GSM1176253" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: post-central gyrus" "braak stage: VI" "apoe genotype: 3,3" "mmse: 15" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176253/suppl/GSM1176253_0306A-02_PCG-05_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "VI" "post-central gyrus" "male" NA "15"
+"GSM1176254" "post-central gyrus_male_94_AD_90" "GSM1176254" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "post-central gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: post-central gyrus" "braak stage: IV" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176254/suppl/GSM1176254_1205A-07_PCG-90_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "IV" "post-central gyrus" "male" NA "no info"
+"GSM1176255" "superior frontal gyrus_female_74_AD_37" "GSM1176255" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 74" "brain region: superior frontal gyrus" "braak stage: VI" "apoe genotype: 2,4" "mmse: 17" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176255/suppl/GSM1176255_1205A-07_SG-37_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "74" "2,4" "VI" "superior frontal gyrus" "female" NA "17"
+"GSM1176256" "superior frontal gyrus_female_76_AD_48" "GSM1176256" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 76" "brain region: superior frontal gyrus" "braak stage: V" "apoe genotype: 3,3" "mmse: 3" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176256/suppl/GSM1176256_1105A-08_SG-48_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "3,3" "V" "superior frontal gyrus" "female" NA "3"
+"GSM1176257" "superior frontal gyrus_female_86_AD_15" "GSM1176257" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 86" "brain region: superior frontal gyrus" "braak stage: VI" "apoe genotype: 4,4" "mmse: 9" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176257/suppl/GSM1176257_0306A-02_SG-15_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "4,4" "VI" "superior frontal gyrus" "female" NA "9"
+"GSM1176258" "superior frontal gyrus_female_82_AD_9" "GSM1176258" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 82" "brain region: superior frontal gyrus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 0" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176258/suppl/GSM1176258_1005A02_SG-9_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "82" "3,4" "VI" "superior frontal gyrus" "female" NA "0"
+"GSM1176259" "superior frontal gyrus_female_85_AD_24" "GSM1176259" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 85" "brain region: superior frontal gyrus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 26" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176259/suppl/GSM1176259_0306A-02_SG-24_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,4" "IV" "superior frontal gyrus" "female" NA "26"
+"GSM1176260" "superior frontal gyrus_female_85_AD_57" "GSM1176260" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 85" "brain region: superior frontal gyrus" "braak stage: V" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176260/suppl/GSM1176260_0606A-05_SG_57_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,3" "V" "superior frontal gyrus" "female" NA "no info"
+"GSM1176261" "superior frontal gyrus_female_88_AD_91" "GSM1176261" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 88" "brain region: superior frontal gyrus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 27" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176261/suppl/GSM1176261_0606A-05_SG_91_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "88" "3,4" "IV" "superior frontal gyrus" "female" NA "27"
+"GSM1176262" "superior frontal gyrus_female_90_AD_23" "GSM1176262" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: superior frontal gyrus" "braak stage: VI" "apoe genotype: 3,4" "mmse: 12" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176262/suppl/GSM1176262_1205A-07_SG-23_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "VI" "superior frontal gyrus" "female" NA "12"
+"GSM1176263" "superior frontal gyrus_female_90_AD_36" "GSM1176263" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: superior frontal gyrus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 17" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176263/suppl/GSM1176263_1005A02_SG-36_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "IV" "superior frontal gyrus" "female" NA "17"
+"GSM1176264" "superior frontal gyrus_female_90_AD_6" "GSM1176264" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: superior frontal gyrus" "braak stage: V" "apoe genotype: 3,4" "mmse: 20" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176264/suppl/GSM1176264_1005A02_SG-6_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "3,4" "V" "superior frontal gyrus" "female" NA "20"
+"GSM1176265" "superior frontal gyrus_female_90_AD_75" "GSM1176265" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 90" "brain region: superior frontal gyrus" "braak stage: III" "apoe genotype: 4,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176265/suppl/GSM1176265_1105A02_SG-75_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "90" "4,4" "III" "superior frontal gyrus" "female" NA "no info"
+"GSM1176266" "superior frontal gyrus_female_91_AD_11" "GSM1176266" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 91" "brain region: superior frontal gyrus" "braak stage: V-VI" "apoe genotype: 4,4" "mmse: 11" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176266/suppl/GSM1176266_1105A02_SG-11_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "91" "4,4" "V-VI" "superior frontal gyrus" "female" NA "11"
+"GSM1176267" "superior frontal gyrus_female_94_AD_70" "GSM1176267" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 94" "brain region: superior frontal gyrus" "braak stage: I" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176267/suppl/GSM1176267_1105A02_SG-70_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "I" "superior frontal gyrus" "female" NA "no info"
+"GSM1176268" "superior frontal gyrus_female_95_AD_64" "GSM1176268" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_female_AD" "Homo sapiens" "gender: female" "age (yrs): 95" "brain region: superior frontal gyrus" "braak stage: no info" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176268/suppl/GSM1176268_1205A-07_SG-64_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "95" "3,3" "no info" "superior frontal gyrus" "female" NA "no info"
+"GSM1176269" "superior frontal gyrus_male_76_AD_33" "GSM1176269" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 76" "brain region: superior frontal gyrus" "braak stage: V" "apoe genotype: 4,4" "mmse: 0" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176269/suppl/GSM1176269_1005A02_SG-33_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "76" "4,4" "V" "superior frontal gyrus" "male" NA "0"
+"GSM1176270" "superior frontal gyrus_male_85_AD_51" "GSM1176270" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 85" "brain region: superior frontal gyrus" "braak stage: III" "apoe genotype: 3,3" "mmse: 22" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176270/suppl/GSM1176270_1105A-08_SG-51_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,3" "III" "superior frontal gyrus" "male" NA "22"
+"GSM1176271" "superior frontal gyrus_male_85_AD_74" "GSM1176271" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 85" "brain region: superior frontal gyrus" "braak stage: II" "apoe genotype: 3,4" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176271/suppl/GSM1176271_1105A02_SG-74_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "85" "3,4" "II" "superior frontal gyrus" "male" NA "no info"
+"GSM1176272" "superior frontal gyrus_male_86_AD_92" "GSM1176272" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 86" "brain region: superior frontal gyrus" "braak stage: IV" "apoe genotype: 3,3" "mmse: 19" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176272/suppl/GSM1176272_0306A-02_SG-92_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "86" "3,3" "IV" "superior frontal gyrus" "male" NA "19"
+"GSM1176273" "superior frontal gyrus_male_94_AD_44" "GSM1176273" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: superior frontal gyrus" "braak stage: IV" "apoe genotype: 3,4" "mmse: 18" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176273/suppl/GSM1176273_1105A02_SG-44_AffyHyb.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,4" "IV" "superior frontal gyrus" "male" NA "18"
+"GSM1176274" "superior frontal gyrus_male_94_AD_5" "GSM1176274" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: superior frontal gyrus" "braak stage: VI" "apoe genotype: 3,3" "mmse: 15" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <0.01 set to 0.01; per chip: normalized to the 50th percentile; per gene: normalize to median" "GPL570" "Nicole,Claudia,Berchtold" "nberchto@uci.edu" "949 824 6071" "Carl W. Cotman" "Institute for Memory Impairments and Neurological Disorders" "UC Irvine" "1226 Gillespie Neuroscience Facility" "Irvine" "CA" "92697-4540" "USA" "ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM1176nnn/GSM1176274/suppl/GSM1176274_0806A-04_SG_05_03_Affy.CEL.gz" "54675" "Reanalyzed by: GSE133349" "" "" "94" "3,3" "VI" "superior frontal gyrus" "male" NA "15"
+"GSM1176275" "superior frontal gyrus_male_94_AD_90" "GSM1176275" "Public on Apr 21 2014" "Jun 27 2013" "Jun 26 2019" "RNA" "1" "superior frontal gyrus_male_AD" "Homo sapiens" "gender: male" "age (yrs): 94" "brain region: superior frontal gyrus" "braak stage: IV" "apoe genotype: 3,3" "mmse: no info" "" "" "total RNA" "Trizol extraction of total RNA, followed by purification using Qiagen quick-spin columns" "biotin" "Biotinylated cRNA were prepared according to the standard Affymetrix protocol from 10 ug total RNA (Expression Analysis Technical Manual, 2001, Affymetrix) using robotics system (Biomek FX MicroArray Plex SA System; Beckman Coulter) to optimize consistency in processing" "9606" "Following fragmentation, 30 mg biotin-labeled cRNA were hybridized for 16 hr and rotated at 13 rpm at 50° C on Affymetrix Human HgU133 plus 2.0 microarrays" "Affymetrix Genekeep GCS3000, software version 3.2.2.1515" "post-mortem tissue" "GC-RMA, using Genespring 7.3. data transformation: measurements <