Mercurial > repos > iuc > egsea
changeset 0:a8a083193440 draft
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/egsea commit 7d0c7d850cd56ea3e54d8c03266f719241b20b8b
| author | iuc |
|---|---|
| date | Thu, 25 Jan 2018 02:23:23 -0500 |
| parents | |
| children | 73281fbdf6c1 |
| files | egsea.R egsea.xml test-data/IL13-1.counts test-data/IL13-2.counts test-data/IL13-3.counts test-data/IL13Ant-1.counts test-data/IL13Ant-2.counts test-data/il13.counts test-data/il13.genes test-data/il13.group test-data/il13.group_batch test-data/out_il13.html test-data/out_rscript.txt test-data/ranked-h-gene-sets-IL13-IL13Ant.txt test-data/ranked-h-gene-sets-IL13Ant-IL13.txt test-data/ranked-h-gene-sets-IL13Ant-IL13_batch.txt test-data/ranked-h-gene-sets-compare.txt |
| diffstat | 17 files changed, 122452 insertions(+), 0 deletions(-) [+] |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/egsea.R Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,206 @@ +# Code based on (and inspired by) the Galaxy limma-voom/edgeR/DESeq2 wrappers + +options( show.error.messages=F, error = function () { cat( geterrmessage(), file=stderr() ); q( "no", 1, F ) } ) + +# we need that to not crash galaxy with an UTF8 error on German LC settings. +loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8") + +suppressPackageStartupMessages({ + library(EGSEA) + library(limma) + library(edgeR) + library(optparse) +}) + + +## Function Declaration + +sanitiseEquation <- function(equation) { + equation <- gsub(" *[+] *", "+", equation) + equation <- gsub(" *[-] *", "-", equation) + equation <- gsub(" *[/] *", "/", equation) + equation <- gsub(" *[*] *", "*", equation) + equation <- gsub("^\\s+|\\s+$", "", equation) + return(equation) +} + +# Function to sanitise group information +sanitiseGroups <- function(string) { + string <- gsub(" *[,] *", ",", string) + string <- gsub("^\\s+|\\s+$", "", string) + return(string) +} + +# Generating design information +pasteListName <- function(string) { + return(paste0("factors$", string)) +} + +## Input Processing + +option_list <- list( + make_option(c("-threads", "--threads"), default=2, type="integer", help="Number of threads for egsea"), + make_option(c("-filesPath", "--filesPath"), type="character", help="JSON list object if multiple files input"), + make_option(c("-matrixPath", "--matrixPath"), type="character", help="Path to count matrix"), + make_option(c("-factFile", "--factFile"), type="character", help="Path to factor information file"), + make_option(c("-factInput", "--factInput"), type="character", help="String containing factors if manually input"), + make_option(c("-contrastData", "--contrastData"), type="character", help="Contrasts of Interest (Groups to compare)"), + make_option(c("-genes", "--genes"), type="character", help="Path to genes file"), + make_option(c("-species", "--species"), type="character"), + make_option(c("-base_methods", "--base_methods"), type="character", help="Gene set testing methods"), + make_option(c("-msigdb", "--msigdb"), type="character", help="MSigDB Gene Set Collections"), + make_option(c("-keggdb", "--keggdb"), type="character", help="KEGG Pathways"), + make_option(c("-gsdb", "--gsdb"), type="character", help = "GeneSetDB Gene Sets"), + make_option(c("-display_top", "--display_top"), type="integer", help = "Number of top Gene Sets to display"), + make_option(c("-min_size", "--min_size"), type="integer", help = "Minimum Size of Gene Set"), + make_option(c("-fdr_cutoff", "--fdr_cutoff"), type="double", help = "FDR cutoff"), + make_option(c("-combine_method", "--combine_method"), type="character", help="Method to use to combine the p-values"), + make_option(c("-sort_method", "--sort_method"), type="character", help="Method to sort the results"), + make_option(c("-rdata", "--rdaOpt"), type="character", help="Output RData file") + ) + +parser <- OptionParser(usage = "%prog [options] file", option_list=option_list) +args = parse_args(parser) + + +## Read in Files + +if (!is.null(args$filesPath)) { + # Process the separate count files (adapted from DESeq2 wrapper) + library("rjson") + parser <- newJSONParser() + parser$addData(args$filesPath) + factorList <- parser$getObject() + factors <- sapply(factorList, function(x) x[[1]]) + filenamesIn <- unname(unlist(factorList[[1]][[2]])) + sampleTable <- data.frame(sample=basename(filenamesIn), + filename=filenamesIn, + row.names=filenamesIn, + stringsAsFactors=FALSE) + for (factor in factorList) { + factorName <- factor[[1]] + sampleTable[[factorName]] <- character(nrow(sampleTable)) + lvls <- sapply(factor[[2]], function(x) names(x)) + for (i in seq_along(factor[[2]])) { + files <- factor[[2]][[i]][[1]] + sampleTable[files,factorName] <- lvls[i] + } + sampleTable[[factorName]] <- factor(sampleTable[[factorName]], levels=lvls) + } + rownames(sampleTable) <- sampleTable$sample + rem <- c("sample","filename") + factors <- sampleTable[, !(names(sampleTable) %in% rem), drop=FALSE] + + #read in count files and create single table + countfiles <- lapply(sampleTable$filename, function(x){read.delim(x, row.names=1)}) + counts <- do.call("cbind", countfiles) + +} else { + # Process the single count matrix + counts <- read.table(args$matrixPath, header=TRUE, sep="\t", stringsAsFactors=FALSE) + row.names(counts) <- counts[, 1] + counts <- counts[ , -1] + countsRows <- nrow(counts) + + # Process factors + if (is.null(args$factInput)) { + factorData <- read.table(args$factFile, header=TRUE, sep="\t") + factors <- factorData[, -1, drop=FALSE] + } else { + factors <- unlist(strsplit(args$factInput, "|", fixed=TRUE)) + factorData <- list() + for (fact in factors) { + newFact <- unlist(strsplit(fact, split="::")) + factorData <- rbind(factorData, newFact) + } # Factors have the form: FACT_NAME::LEVEL,LEVEL,LEVEL,LEVEL,... The first factor is the Primary Factor. + + # Set the row names to be the name of the factor and delete first row + row.names(factorData) <- factorData[, 1] + factorData <- factorData[, -1] + factorData <- sapply(factorData, sanitiseGroups) + factorData <- sapply(factorData, strsplit, split=",") + factorData <- sapply(factorData, make.names) + # Transform factor data into data frame of R factor objects + factors <- data.frame(factorData) + } +} + +# Create a DGEList object +counts <- DGEList(counts) + +# Set group to be the Primary Factor input +group <- factors[, 1, drop=FALSE] + +# Split up contrasts separated by comma into a vector then sanitise +contrastData <- unlist(strsplit(args$contrastData, split=",")) +contrastData <- sanitiseEquation(contrastData) +contrastData <- gsub(" ", ".", contrastData, fixed=TRUE) + +# Creating design +row.names(factors) <- colnames(counts) +factorList <- sapply(names(factors), pasteListName) + +formula <- "~0" +for (i in 1:length(factorList)) { + formula <- paste(formula, factorList[i], sep="+") +} +formula <- formula(formula) + +design <- model.matrix(formula) + +for (i in 1:length(factorList)) { + colnames(design) <- gsub(factorList[i], "", colnames(design), fixed=TRUE) +} + +## Generate Contrasts information +contrasts <- makeContrasts(contrasts=contrastData, levels=design) + + +## Add Gene Symbol information + +genes <- read.table(args$genes, sep='\t', header=TRUE) + + +## Set Gene Set Testing Methods + +base_methods <- unlist(strsplit(args$base_methods, ",")) + + +## Set Gene Sets + +if (args$msigdb != "None") { + msigdb <- unlist(strsplit(args$msigdb, ",")) +} else { + msigdb <- "none" +} + +if (args$keggdb != "None") { + keggdb <- unlist(strsplit(args$keggdb, ",")) + kegg_all <- c("Metabolism"="keggmet", "Signaling"="keggsig", "Disease"="keggdis") + kegg_exclude <- names(kegg_all[!(kegg_all %in% keggdb)]) +} else { + kegg_exclude <- "all" +} + +if (args$gsdb != "None") { + gsdb <- unlist(strsplit(args$gsdb, ",")) +} else { + gsdb <- "none" +} + + +## Index gene sets + +gs.annots <- buildIdx(entrezIDs=rownames(counts), species=args$species, msigdb.gsets=msigdb, gsdb.gsets=gsdb, kegg.exclude=kegg_exclude) + + +## Run egsea.cnt + +gsa <- egsea.cnt(counts=counts, group=group, design=design, contrasts=contrasts, gs.annots=gs.annots, symbolsMap=genes, baseGSEAs=base_methods, minSize=args$min_size, display.top=args$display_top, combineMethod=args$combine_method, sort.by=args$sort_method, report.dir='./report_dir', fdr.cutoff=args$fdr_cutoff, num.threads=args$threads, report=TRUE) + + +## Output RData file + +if (!is.null(args$rdata)) { + save.image(file = "EGSEA_analysis.RData") +} \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/egsea.xml Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,568 @@ +<tool id="egsea" name="EGSEA" version="1.6.0.0"> + <description> easy and efficient ensemble gene set testing</description> + <requirements> + <requirement type="package" version="1.6.0">bioconductor-egsea</requirement> + <requirement type="package" version="1.4.4">r-optparse</requirement> + <requirement type="package" version="0.2.15">r-rjson</requirement> + </requirements> + <version_command><![CDATA[ +echo $(R --version | grep version | grep -v GNU)", EGSEA version" $(R --vanilla --slave -e "library(EGSEA); cat(sessionInfo()\$otherPkgs\$EGSEA\$Version)" 2> /dev/null | grep -v -i "WARNING: ")", optparse version" $(R --vanilla --slave -e "library(optparse); cat(sessionInfo()\$otherPkgs\$optparse\$Version)" 2> /dev/null | grep -v -i "WARNING: ")", rjson version" $(R --vanilla --slave -e "library(rjson); cat(sessionInfo()\$otherPkgs\$rjson\$Version)" 2> /dev/null | grep -v -i "WARNING: ") + ]]></version_command> + <command detect_errors="exit_code"><![CDATA[ +## EGSEA requires at least 2 threads +SLOTS=\${GALAXY_SLOTS:-2}; +[ "\$SLOTS" -eq 1 ] && SLOTS=2; + +mkdir ./report_dir && +mkdir '$outReport.extra_files_path' && + +Rscript '$__tool_directory__/egsea.R' + +--threads \$SLOTS + +#if $input.format=="files": + + ## Adapted from DESeq2 wrapper + #import json + #set $temp_factor_names = list() + #for $fact in $input.rep_factor: + #set $temp_factor = list() + #for $g in $fact.rep_group: + #set $count_files = list() + #for $file in $g.countsFile: + $count_files.append(str($file)) + #end for + $temp_factor.append( {str($g.groupName): $count_files} ) + #end for + + $temp_factor.reverse() + $temp_factor_names.append([str($fact.factorName), $temp_factor]) + #end for + --filesPath '#echo json.dumps(temp_factor_names)#' + +#elif $input.format=="matrix": + --matrixPath '$input.counts' + #if $input.fact.ffile=='yes': + --factFile '$input.fact.finfo' + #else: + --factInput '${ '|'.join( ['%s::%s' % ($x.factorName, $x.groupNames) for x in $input.fact.rep_factor] ) }' + #end if +#end if + +--contrastData '${ ','.join( ['%s' % $x.contrast for x in $rep_contrast] ) }' + +--genes '$genes' +--species $species + +--base_methods $base_methods +--msigdb $msigdb.msigdb_gsets +--keggdb $keggdb.keggdb_gsets +--gsdb $gsdb.gsdb_gsets + +--display_top $advanced.display_top +--min_size $advanced.min_size +--fdr_cutoff $advanced.fdr_cutoff +--combine_method $advanced.combine_method +--sort_method $advanced.sort_method + +--rdaOpt $advanced.rdaOpt + +&& cp ./report_dir/index.html '$outReport' +&& cp -r ./report_dir/* '$outReport.extra_files_path' + +#if $advanced.rscriptOpt: + && cp '$__tool_directory__/egsea.R' '$outRscript' +#end if + + ]]></command> + <inputs> + + <!-- Counts and Factors --> + <conditional name="input"> + <param name="format" type="select" label="Count Files or Matrix?" + help="You can choose to input either separate count files (one per sample) or a single count matrix"> + <option value="files">Separate Count Files</option> + <option value="matrix">Single Count Matrix</option> + </param> + + <when value="files"> + <repeat name="rep_factor" title="Factor" min="1"> + <param name="factorName" type="text" label="Name" help="Name of experiment factor of interest (e.g. Genotype). One factor must be entered and there must be two or more groups per factor. Optional additional factors (e.g. Batch) can be entered using the Insert Factor button below, see Help section for more information. NOTE: Please only use letters, numbers or underscores."> + <sanitizer> + <valid initial="string.letters,string.digits"><add value="_" /></valid> + </sanitizer> + </param> + <repeat name="rep_group" title="Group" min="2" default="2"> + <param name="groupName" type="text" label="Name" + help="Name of group that the counts files(s) belong to (e.g. WT or Mut). NOTE: Please only use letters, numbers or underscores (case sensitive)."> + <sanitizer> + <valid initial="string.letters,string.digits"><add value="_" /></valid> + </sanitizer> + </param> + <param name="countsFile" type="data" format="tabular" multiple="true" label="Counts file(s)"/> + </repeat> + </repeat> + </when> + + <when value="matrix"> + <param name="counts" type="data" format="tabular" label="Count Matrix"/> + + <conditional name="fact"> + <param name="ffile" type="select" label="Input factor information from file?" + help="You can choose to input the factor and group information for the samples from a file or manually enter below."> + <option value="no">No</option> + <option value="yes">Yes</option> + </param> + <when value="yes"> + <param name="finfo" type="data" format="tabular" label="Factor File"/> + </when> + <when value="no" > + <repeat name="rep_factor" title="Factor" min="1"> + <param name="factorName" type="text" label="Factor Name" + help="Name of experiment factor of interest (e.g. Genotype). One factor must be entered and there must be two or more groups per factor. Additional factors (e.g. Batch) can be entered using the Insert Factor button below, see Help section below. NOTE: Please only use letters, numbers or underscores."> + <validator type="empty_field" /> + <validator type="regex" message="Please only use letters, numbers or underscores">^[\w]+$</validator> + </param> + <param name="groupNames" type="text" label="Groups" + help="Enter the group names for the samples separated with commas e.g. WT,WT,WT,Mut,Mut,Mut. The order of the names must match the order of the samples in the columns of the count matrix. NOTE: Please only use letters, numbers or underscores (case sensitive)."> + <validator type="empty_field" /> + <validator type="regex" message="Please only use letters, numbers or underscores, and separate levels by commas">^[\w,]+$</validator> + </param> + </repeat> + </when> + </conditional> + </when> + </conditional> + + <!-- Contrasts --> + <repeat name="rep_contrast" title="Contrast" min="1" default="1"> + <param name="contrast" type="text" label="Contrast of Interest" help="Names of two groups to compare separated by a hyphen e.g. Mut-WT. If the order is Mut-WT the fold changes in the results will be up/down in Mut relative to WT. If you have more than one contrast enter each separately using the Insert Contrast button below. For more info, see Chapter 8 in the limma User's guide: https://www.bioconductor.org/packages/release/bioc/vignettes/limma/inst/doc/usersguide.pdf"> + <validator type="empty_field" /> + <validator type="regex" message="Please only use letters, numbers or underscores">^[\w-]+$</validator> + </param> + </repeat> + + <param name="genes" type="data" format="tabular" + label="Symbols Mapping file" + help="A file of Entrez Gene IDs mapped to Gene symbols in the format shown in the Help section below."/> + + <param name="species" type="select" label="Species" help="Default: Human"> + <option value="human" selected="True">Human</option> + <option value="mouse">Mouse</option> + <option value="rat">Rat</option> + </param> + + <param name="base_methods" type="select" display="checkboxes" multiple="True" min="3" label="Gene Set Testing Methods" help="Select at least 3 gene set testing methods"> + <option value="camera" selected="True">camera</option> + <option value="safe">safe</option> + <option value="gage">gage</option> + <option value="zscore">zscore</option> + <option value="gsva">gsva</option> + <option value="globaltest" selected="True">globaltest</option> + <option value="ora" selected="True">ora</option> + <option value="ssgsea">ssgsea</option> + <option value="padog">padog</option> + <option value="plage">plage</option> + <option value="fry">fry</option> + <option value="roast">roast</option> + </param> + + <section name="msigdb" title="MSigDB Gene Sets" expanded="True"> + <param name="msigdb_gsets" type="select" display="checkboxes" optional="True" multiple="True" label="MSigDB Gene Set Collections" help="Choose any MSigDB Gene Set Collections you want to use. Default: H: hallmark gene sets"> + <option value="h" selected="True">H: hallmark gene sets</option> + <option value="c1">C1: positional gene sets (human only)</option> + <option value="c2">C2: curated gene sets</option> + <option value="c3">C3: motif gene sets</option> + <option value="c4">C4: computational gene sets</option> + <option value="c5">C5: GO gene sets</option> + <option value="c6">C6: oncogenic gene sets</option> + <option value="c7">C7: immunologic gene sets</option> + </param> + </section> + + <section name="keggdb" title="KEGG Pathways" expanded="True"> + <param name="keggdb_gsets" type="select" display="checkboxes" optional="True" multiple="True" label="KEGG Pathways" help="Choose any KEGG Pathways you want to use. Default: None"> + <option value="keggmet">Metabolism pathways</option> + <option value="keggsig">Signalling pathways</option> + <option value="keggdis">Disease pathways</option> + </param> + </section> + + <section name="gsdb" title="GeneSetDB Gene Sets" expanded="True"> + <param name="gsdb_gsets" type="select" display="checkboxes" optional="True" multiple="True" label="GeneSigDB Gene Set Collections" help="Choose any GeneSetDB Gene Set Collections you want to use. Default: None"> + <option value="gsdbpath">Pathway collection</option> + <option value="gsdbdis">Disease/Phenotype collection</option> + <option value="gsdbdrug">Drug/Chemical collection</option> + <option value="gsdbreg">Gene Regulation collection</option> + <option value="gsdbgo">Gene Ontology collection</option> + </param> + </section> + + <section name="advanced" title="Advanced Options"> + <param name="display_top" type="integer" value="5" min="1" max="20" label="Top Gene Sets to display" help="Set the number of top gene sets to display. Increasing this number increases the time to run, in order to generate the additional plots etc."/> + <param name="min_size" type="integer" min="0" value="2" label="Minimum Size of Gene Set" help="Minimum size of a gene set to be included in the analysis. Default: 2" /> + <param name="fdr_cutoff" type="float" value="0.05" min="0" max="1" label="FDR cutoff" help="Cut-off threshold of differentially expressed genes used for the calculation of Significance Score and Regulation Direction. Default: 0.05"/> + <param name="combine_method" type="select" label="Combine Method" help="Method to use to combine the p-values from the different gene set testing methods. Default: wilkinson"> + <option value="wilkinson" selected="True">wilkinson</option> + <option value="fisher">fisher</option> + <option value="average">average</option> + <option value="logitp">logitp</option> + <option value="sump">sump</option> + <option value="sumz">sumz</option> + <option value="votep">votep</option> + <option value="median">median</option> + </param> + <param name="sort_method" type="select" label="Sort Method" help="Select method to sort the results. Any of EGSEA’s combined scores or the rankings from individual base methods can be used for sorting the results. Default: med.rank"> + <option value="p.adj">p.adj</option> + <option value="p.value">p.value</option> + <option value="vote.rank">vote.rank</option> + <option value="avg.rank">avg.rank</option> + <option value="med.rank" selected="True">med.rank</option> + <option value="min.pvalue">min.pvalue</option> + <option value="min.rank">min.rank</option> + <option value="avg.logfc">avg.logfc</option> + <option value="avg.logfc.dir">avg.logfc.dir</option> + <option value="direction">direction</option> + <option value="significance">significance</option> + <option value="camera">camera</option> + <option value="roast">roast</option> + <option value="safe" >safe</option> + <option value="gage">gage</option> + <option value="padog">padog</option> + <option value="plage">plage</option> + <option value="zscore">zscore</option> + <option value="gsva">gsva</option> + <option value="ssgsea">ssgsea</option> + <option value="globaltest">globaltest</option> + <option value="ora">ora</option> + <option value="fry">fry</option> + </param> + <param name="rscriptOpt" type="boolean" truevalue="True" falsevalue="False" checked="False" label="Output Rscript?" help="If this option is set to Yes, the Rscript used will be provided as a text file in the output. Default: No"/> + <param name="rdaOpt" type="boolean" truevalue="True" falsevalue="False" checked="False" label="Output RData file?" help="Output all the data used by R in the analysis, can be loaded into R. Default: No" /> + </section> + <param name="non_commercial_use" label="I certify that I am not using this tool for commercial purposes." type="boolean" truevalue="NON_COMMERCIAL_USE" falsevalue="COMMERCIAL_USE" checked="False"> + <validator type="expression" message="This tool is only available for non-commercial use.">value == True</validator> + </param> + </inputs> + + <outputs> + <data name="outReport" format="html" label="${tool.name} on ${on_string}: Report"/> + <collection name="outTables" type="list" label="${tool.name} on ${on_string}: Tables"> + <discover_datasets pattern="(?P<name>.+)\.txt$" format="tabular" directory="report_dir/ranked-gene-sets-base" visible="false" /> + </collection> + <data name="outRscript" format="txt" from_work_dir="*.txt" label="${tool.name} on ${on_string}: Rscript"> + <filter>advanced['rscriptOpt'] is True</filter> + </data> + <data name="outRdata" format="rdata" from_work_dir="EGSEA_analysis.RData" label="${tool.name} on ${on_string}: RData file"> + <filter>advanced['rdaOpt'] is True</filter> + </data> + </outputs> + + <tests> + <!-- Ensure report is output --> + <test expect_num_outputs="1"> + <param name="non_commercial_use" value="True"/> + <param name="format" value="matrix" /> + <param name="counts" value="il13.counts"/> + <param name="genes" value="il13.genes"/> + <repeat name="rep_factor"> + <param name="factorName" value="Treatment"/> + <param name="groupNames" value="IL13,IL13Ant,IL13,IL13,IL13Ant"/> + </repeat> + <repeat name="rep_contrast"> + <param name="contrast" value="IL13Ant-IL13"/> + </repeat> + <output_collection name="outTables" count="1"> + <element name="ranked-h-gene-sets-IL13Ant-IL13" ftype="tabular" file="ranked-h-gene-sets-IL13Ant-IL13.txt"/> + </output_collection> + <output name="outReport"> + <assert_contents> + <has_text text="Gene Set Testing Report"/> + </assert_contents> + </output> + </test> + <!-- Ensure factors file input works and Rscript is output--> + <test expect_num_outputs="2"> + <param name="non_commercial_use" value="True"/> + <param name="format" value="matrix"/> + <param name="counts" value="il13.counts"/> + <param name="genes" value="il13.genes"/> + <param name="ffile" value="yes"/> + <param name="finfo" value="il13.group"/> + <repeat name="rep_contrast"> + <param name="contrast" value="IL13Ant-IL13" /> + </repeat> + <param name="rscriptOpt" value="True"/> + <output name="outReport"> + <assert_contents> + <has_text text="Gene Set Testing Report"/> + </assert_contents> + </output> + <output_collection name="outTables" count="1"> + <element name="ranked-h-gene-sets-IL13Ant-IL13" ftype="tabular" file="ranked-h-gene-sets-IL13Ant-IL13.txt"/> + </output_collection> + <output name="outRscript" value="out_rscript.txt"/> + </test> + <!-- Ensure two contrasts works --> + <test expect_num_outputs="1"> + <param name="non_commercial_use" value="True"/> + <param name="format" value="matrix"/> + <param name="counts" value="il13.counts"/> + <param name="genes" value="il13.genes"/> + <param name="ffile" value="yes"/> + <param name="finfo" value="il13.group"/> + <repeat name="rep_contrast"> + <param name="contrast" value="IL13Ant-IL13"/> + </repeat> + <repeat name="rep_contrast"> + <param name="contrast" value="IL13-IL13Ant"/> + </repeat> + <output_collection name="outTables" count="3"> + <element name="ranked-h-gene-sets-IL13Ant-IL13" ftype="tabular" file="ranked-h-gene-sets-IL13Ant-IL13.txt"/> + <element name="ranked-h-gene-sets-IL13-IL13Ant" ftype="tabular" file="ranked-h-gene-sets-IL13-IL13Ant.txt"/> + <element name="ranked-h-gene-sets-IL13-IL13Ant" ftype="tabular" file="ranked-h-gene-sets-compare.txt"/> + </output_collection> + </test> + <!-- Ensure two factors works --> + <test expect_num_outputs="1"> + <param name="non_commercial_use" value="True"/> + <param name="format" value="matrix"/> + <param name="counts" value="il13.counts"/> + <param name="genes" value="il13.genes"/> + <param name="ffile" value="yes"/> + <param name="finfo" value="il13.group_batch"/> + <repeat name="rep_contrast"> + <param name="contrast" value="IL13Ant-IL13"/> + </repeat> + <output_collection name="outTables" count="1"> + <element name="ranked-h-gene-sets-IL13Ant-IL13" ftype="tabular" file="ranked-h-gene-sets-IL13Ant-IL13_batch.txt"/> + </output_collection> + </test> + </tests> + + <help><![CDATA[ + +.. class:: infomark + +**What it does** + +EGSEA_, an acronym for *Ensemble of Gene Set Enrichment Analyses*, is a `Bioconductor package`_ that utilizes the analysis results of eleven prominent GSE algorithms from the literature to calculate collective significance scores for gene sets. These methods are currently: **ora, globaltest, plage, safe, zscore, gage, ssgsea, roast, fry, padog, camera, gsva**. The ora, gage, camera and gsva methods depend on a competitive null hypothesis while the remaining seven methods are based on a self-contained hypothesis. EGSEA’s gene set database, the **EGSEAdata** Bioconductor package, contains around 25,000 gene sets from 16 collections from MSigDB_, KEGG_ and GeneSetDB_. Supported organisms are human, mouse and rat, however MSigDB is only available for human and mouse. An example `EGSEA workflow`_ is available at the Bioconductor workflows website. + +Currently the **egsea.cnt** function is implemented in this tool. This function takes a raw RNA-Seq count matrix and uses **limma-voom** with TMM normalization to convert the RNA-seq counts into expression values for EGSEA analysis. + +EGSEA returns a HTML report of detailed analysis results for each contrast of interest and comparative analysis results. The heatmap view at both the gene set and summary level and the summary level bar plots can be useful summaries to include in publications to highlight the gene set testing results. + +.. class:: warningmark + +**WARNING: This tool is only available for non-commercial use.** + + The **GAGE** and **Pathview** packages used by EGSEA make use of KEGG data + and Non-academic uses may require a KEGG license agreement. Before using, be + sure to review, agree, and comply with the relevant licenses for KEGG and + MSigDB. + + * `KEGG Licence`_ + * `MSigDB Licence`_ + +.. _KEGG Licence: http://www.kegg.jp/kegg/legal.html +.. _MSigDB Licence: http://software.broadinstitute.org/gsea/license_terms_list.jsp + +----- + +**Inputs** + +**Counts Matrix** + +This tool requires a counts matrix (counts table) containing the raw RNA-seq read counts. The first column must contain Entrez Gene IDs that are unique (not repeated) within the counts file. Entrez IDs can be obtained from the **annotateMyIDs** Galaxy tool. + +Example: + + =============== ========== ========== ========== ========= ========= ========= + EntrezID **WT1** **WT2** **WT3** **Mut1** **Mut2** **Mut3** + =============== ========== ========== ========== ========= ========= ========= + 1 71 73 69 36 22 28 + 1000 3 4 2 4 0 1 + 10000 2310 2142 2683 1683 2068 2172 + 100009605 3 1 2 1 5 3 + 100009613 9 11 4 13 6 10 + =============== ========== ========== ========== ========= ========= ========= + +**Factor Information** + +Enter factor names and groups in the tool form, or provide a tab-separated file that has the samples in the same order as listed in the columns of the counts matrix. The second column should contain the primary factor levels (e.g. WT, Mut) with optional additional columns for any secondary factors e.g Batch. + +Example: + + ========== ============ ========= + **Sample** **Genotype** **Batch** + ---------- ------------ --------- + WT1 WT b1 + WT2 WT b2 + WT3 WT b3 + Mut1 Mut b1 + Mut2 Mut b2 + Mut3 Mut b3 + ========== ============ ========= + +*Factor Name:* The name of the experimental factor being investigated e.g. Genotype, Treatment. One factor must be entered and spaces must not be used. Optionally, additional factors can be included, these are variables that might influence your experiment e.g. Batch, Gender, Subject. If additional factors are entered, edgeR will fit an additive linear model. + +*Groups:* The names of the groups for the factor. These must be entered in the same order as the samples (to which the groups correspond) are listed in the columns of the counts matrix. Spaces must not be used and if entered into the tool form above, the values should be separated by commas. + +**Symbols Mapping file** + +A file containing the Gene Symbol for each Entrez Gene ID. The first column must be the Entrez Gene IDs and the second column must be the Gene Symbols. It is used for the heatmap visualization. The number of rows should match that of the Counts Matrix. + +Example: + + ========= ========= + EntrezID Symbols + ========= ========= + 1 A1BG + 1000 CDH2 + 10000 AKT3 + 100009605 TRNAF1 + 100009613 ANO1-AS2 + ========= ========= + +----- + +**Outputs** + +The EGSEA report is an interactive HTML report that is generated to enable a swift navigation through the results of an EGSEA analysis. The pages below are generated for each gene set collection and contrast/comparison. + +**Stats Table page** + +The Stats Table page shows the detailed statistics of the EGSEA analysis for the top gene sets. It shows the EGSEA scores, individual rankings and additional annotation for each gene set. Hyperlinks to the source of each gene set can be seen in this table when they are available. The "Direction" column shows the regulation direction of a gene set which is calculated based on the logFC, which is either calculated from the limma differential expression analysis or provided by the user. The logFC cutoff and FDR cutoff are applied for this calculation. The calculations of the EGSEA scores can be seen in the references section. The method topSets can be used to generate custom Stats Table. + +**Heatmaps page** + +The Heatmaps page shows the heatmaps of the gene fold changes for the gene sets that are presented in the Stats Table page. Red indicates up-regulation while blue indicates down-regulation. Only genes that appear in the input expression/count matrix are visualized in the heat map. Gene names are coloured based on their statistical significance in the limma differential expression analysis. The "Interpret Results" link below each heat map allows the user to download the original heat map values along with additional statistics from limma DE analysis ( if available) so that they can be used to perform further analysis in R, e.g., customizing the heat map visualization. + +**Summary Plots page** + +The Summary Plots page shows the methods ranking plot along with the summary plots of EGSEA analysis. The method plot uses multidimensional scaling (MDS) to visualize the ranking of individual methods on a given gene set collection. The summary plots are bubble plots that visualize the distribution of gene sets based on the EGSEA Significance Score and another EGSEA score (default, p-value). Two summary plots are generated: ranking and directional plots. Each gene set is reprersented with a bubble which is coloured based on the EGSEA ranking (in ranking plots ) or gene set regulation direction (in directional plots) and sized based on the gene set cardinality (in ranking plots) or EGSEA Significance score (in directional plots). Since the EGSEA "Significance Score" is proportional to the p-value and the absolute fold changes, it could be useful to highlight gene sets that have high Significance scores. The blue labels on the summary plot indicate gene sets that do not appear in the top 10 list of gene sets based on the "sort.by" argument (black labels) yet they appear in the top 5 list of gene sets based on the EGSEA "Significance Score". If two contrasts are provided, the rank is calculated based on the "comparison" analysis results and the "Significance Score" is calculated as the mean. + +**Pathways page** + +The Pathways page shows the KEGG pathways for the gene sets that are presented in the Stats Table of a KEGG gene set collection. The gene fold changes are overlaid on the pathway maps and coloured based on the gene regulation direction: blue for down-regulation and red for up-regulation. Note that this page only appears if a KEGG gene set collection is used in the EGSEA analysis. + +**GO Graphs page** + +The GO Graphs page shows the Gene Ontology graphs for top 5 GO terms in each of three GO categories: Biological Processes (BP), Molecular Functions (MF), and Cellular Components (CC). Nodes are coloured based on the default sort.by score where red indicates high significance and yellow indicates low significance. Note that this page only appears if a Gene Ontology gene set collection is used, i.e., for the c5 collection from MSigDB or the gsdbgo collection from GeneSetDB. + +**Interpret Results link** + +The Interpret Results hyperlink in the EGSEA report allows the user to download the fold changes and limma analysis results and thus improve the interpretation of the results. + +.. class:: warningmark + +Note that the running time of this tool depends on a number of things, including the number of samples and contrasts provided as input, and also the number of gene set testing methods and gene set collections chosen. For example, the `egsea.cnt example`_ in the EGSEA vignette was conducted with 8 samples and 2 contrasts, using the KEGG Signaling and Disease pathways, and 7 of the 12 gene set testing methods, on a MacBook Pro machine that had a 2.8 GHz Intel Core i7 CPU and 16 GB of RAM. The execution time took 145.5 seconds using 16 threads. + +.. _egsea.cnt example: https://bioconductor.org/packages/release/bioc/vignettes/EGSEA/inst/doc/EGSEA.pdf + +----- + +**More Information** + +**MSigDB Gene Set Colletions** + +The MSigDB_ gene sets are divided into 8 major collections: + +* **H: hallmark gene sets** are coherently expressed signatures derived by aggregating many MSigDB gene sets to represent well-defined biological states or processes. +* **C1: positional gene sets** for each human chromosome and cytogenetic band. +* **C2: curated gene sets** are from online pathway databases, publications in PubMed, and knowledge of domain experts. +* **C3: motif gene sets** are based on conserved cis-regulatory motifs from a comparative analysis of the human, mouse, rat, and dog genomes. +* **C4: computational gene sets** are defined by mining large collections of cancer-oriented microarray data. +* **C5: GO gene sets** consist of genes annotated by the same GO terms. +* **C6: oncogenic gene sets** are defined directly from microarray gene expression data from cancer gene perturbations. +* **C7: immunologic gene sets** are defined directly from microarray gene expression data from immunologic studies. + +----- + +**GeneSetDB Gene Set Colletions** + +GeneSetDB_ gene sets were obtained from `multiple source databases`_ (shown below) and were classified into five subclasses based on the database content: Pathway, Disease/Phenotype, Drug/Chemical, Genes Regulation and Gene Ontology. + +**Pathway** + +* Biocarta +* EHMN (Edinburgh Human Metabolic Network) +* HumnCyc +* INOH (Integrating Network Objects with Hierarchies) +* NetPath +* PID (Pathway Interaction Database) +* Reactome +* Wikipathways + +**Disease/Phenotype** + +* CancerGenes +* KEGG Disease +* HPO (Human Phenotype Ontology) +* MethCancerDB +* MethyCancer +* MPO (Mammalian Phenotype Ontology) +* SIDER (SIDe Effect Resource) + +**Drug/Chemical** + +* CTD (Comparative Toxicogenomics Database) +* DrugBank +* MATADOR (Manually Annotated Targets and Drugs Online Resource) +* SMPDB (Small Molecular Pathway DataBase) +* STITCH (Search Tool for Interactions of Chemicals) +* T3DB (Toxin and Toxin Target Database) + +**Gene Regulation** + +* MicroCosm Targets +* miRTarBase +* TFactS +* Rel/NF-kappaB target genes + +**Gene Ontology** + +* Gene Ontology + +----- + +**KEGG Pathways** + +Obtained by EGSEAdata from the GAGE_ Bioconductor package using the gage function kegg.gsets(). The Pathview_ Bioconductor package is used to visualize the expression data mapped onto the KEGG pathway graphs. Pathview has a GPLv3 licence which means users are required to formally cite the original `Pathview paper`_ (not just mention it) in publications or products. GAGE/Pathview divide the KEGG pathways into 3 categories: Signaling, Metabolism and Disease, listed in this file at the `Pathview website here`_. + +**Signaling** + +* Genetic Information Processing +* Environmental Information Processing +* Cellular Processes +* Organismal Systems + +**Metabolism** + +* Metabolism + +**Disease** + +* Human Diseases + +----- + +Please cite EGSEA_, MSigDB_, KEGG_ and GeneSetDB_ appropriately if you use them. + +.. _EGSEA: https://www.ncbi.nlm.nih.gov/pubmed/27694195 +.. _Bioconductor package: https://bioconductor.org/packages/release/bioc/html/EGSEA.html +.. _MSigDB: http://software.broadinstitute.org/gsea/msigdb +.. _KEGG: http://www.genome.jp/kegg/ +.. _GeneSetDB: http://genesetdb.auckland.ac.nz/haeremai.html +.. _EGSEA workflow: https://www.bioconductor.org/help/workflows/EGSEA123/ +.. _multiple source databases: http://genesetdb.auckland.ac.nz/sourcedb.html +.. _GAGE: https://bioconductor.org/packages/release/bioc/html/gage.html +.. _Pathview: https://bioconductor.org/packages/release/bioc/html/pathview.html +.. _Pathview paper: https://www.ncbi.nlm.nih.gov/pubmed/23740750 +.. _Pathview website here: https://pathview.uncc.edu/data/khier.tsv + + ]]></help> + <citations> + <citation type="doi">10.1093/bioinformatics/btw623</citation> + </citations> +</tool>
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TRNAT22 +100189589 DCTN1-AS1 +10019 SH2B3 +100190939 TPT1-AS1 +100190947 SUPT4H1P +100190952 NDUFB1P1 +100190986 LOC100190986 +100190987 FDPSP10 +10020 GNE +100216336 RPS24P8 +100216339 RPS24P6 +100216340 RPS24P16 +100216341 RPS24P17 +100216355 LOC100216355 +100216545 LOC100216545 +100216546 LOC100216546 +100233198 LOC100233198 +100233209 PCED1B-AS1 +100240707 GAPDHP42 +100240708 GAPDHP43 +100240711 GAPDHP46 +100240712 GAPDHP47 +100240735 LOC100240735 +100240749 LOC100240749 +10025 MED16 +10026 PIGK +100268168 LOC100268168 +100270790 LOC100270790 +100270823 RPL7P11 +100270832 RPL5P9 +100270833 RPL5P12 +100270839 RPL5P17 +100270840 RPL5P23 +100270841 RPL5P24 +100270852 RPL7P18 +100270853 RPL7P19 +100270854 RPL8P3 +100270855 RPL9P10 +100270860 RPS2P16 +100270865 RPS6P10 +100270870 RPS7P7 +100270872 RPSAP16 +100270891 RPL39P6 +100270895 RPL7AP15 +100270896 RPL7AP16 +100270904 RPS3AP11 +100270905 RPS3AP12 +100270910 RPS2P23 +100270920 RPL12P15 +100270946 RPL19P6 +100270952 RPL21P27 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RPL35AP21 +100271529 RPL39P38 +100271538 RPL7AP60 +100271548 RPS10P26 +100271552 RPS12P27 +100271556 RPS12P32 +100271597 RPS3AP42 +100271604 RPL18AP12 +100271632 RPL35AP32 +100271636 RPL35AP35 +100271637 RPL35AP28 +100271641 RPL35AP34 +100271650 RPS15AP36 +100271652 RPS15AP31 +100271654 RPS15AP33 +100271655 RPS15AP38 +100271715 ARHGEF33 +100271722 LOC100271722 +100271836 LOC100271836 +100271873 AIRN +100271893 LOC100271893 +100271927 RASA4B +100272146 NFE2L3P2 +100272147 CMC4 +100272216 LOC100272216 +100272217 LOC100272217 +100272228 LOC100272228 +100286793 LOC100286793 +100286844 BCDIN3D-AS1 +100286925 LOC100286925 +100286931 LOC100286931 +100286979 ANAPC1P1 +100287015 LOC100287015 +100287029 DDX11L10 +100287036 LOC100287036 +100287042 LOC100287042 +100287049 LOC100287049 +100287063 LOC100287063 +100287072 LOC100287072 +100287085 OCIAD2P1 +100287102 DDX11L1 +100287169 LOC100287169 +100287175 LOC100287175 +100287189 LOC100287189 +100287215 LOC100287215 +100287216 SH3RF3-AS1 +100287227 TIPARP-AS1 +100287229 BRD7P4 +100287243 LOC100287243 +100287284 MANSC4 +100287290 LOC100287290 +100287313 LOC100287313 +100287329 LOC100287329 +100287361 LOC100287361 +100287402 LOC100287402 +100287482 LOC100287482 +100287497 LOC100287497 +100287520 GLYATL1P3 +100287534 LOC100287534 +100287551 LOC100287551 +100287559 ADPGK-AS1 +100287569 LINC00173 +100287616 LOXL1-AS1 +100287628 LOC100287628 +100287639 LOC100287639 +100287722 AP4B1-AS1 +100287765 LINC00630 +100287813 LOC100287813 +100287852 LOC100287852 +100287856 LOC100287856 +100287896 LOC100287896 +100287902 LGALS8-AS1 +100287922 ANKRD18CP +100287934 LOC100287934 +100287951 LOC100287951 +100287966 LOC100287966 +100287991 LOC100287991 +100288001 LOC100288001 +100288016 LOC100288016 +100288067 LOC100288067 +100288069 LOC100288069 +100288102 LOC100288102 +100288122 LOC100288122 +100288123 LOC100288123 +100288142 LOC100288142 +100288152 LOC100288152 +100288198 LOC100288198 +100288208 LOC100288208 +100288307 USMG5P1 +100288332 LOC100288332 +100288346 LOC100288346 +100288380 ULK4P2 +100288432 LOC100288432 +100288463 LOC100288463 +100288486 DDX11L9 +100288540 POM121B +100288594 LOC100288594 +100288615 WHAMMP1 +100288637 LOC100288637 +100288654 LOC100288654 +100288695 LIMS3L +100288702 ARL6IP1P1 +100288730 PAN3-AS1 +100288778 LOC100288778 +100288798 LOC100288798 +100288807 LOC100288807 +100288842 LOC100288842 +100288846 LOC100288846 +100288868 LOC100288868 +100288914 LOC100288914 +100288935 LOC100288935 +100289017 MOXD2P +100289019 LOC100289019 +100289047 LOC100289047 +100289060 LOC100289060 +100289090 LOC100289090 +100289098 LOC100289098 +100289137 LOC100289137 +100289143 LOC100289143 +100289144 LOC100289144 +100289187 LOC100289187 +100289191 HMGN3P1 +100289230 LOC100289230 +100289252 FAM108A3P +100289274 DNAJC3-AS1 +100289283 LOC100289283 +100289341 LOC100289341 +100289346 LOC100289346 +100289361 LOC100289361 +100289373 UBAC2-AS1 +100289388 LOC100289388 +100289495 LOC100289495 +100289511 LOC100289511 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+100420910 LOC100420910 +100420920 ZDHHC4P1 +100421018 AMZ2P2 +100421328 LOC100421328 +100421419 LOC100421419 +100421429 RTEL1P1 +100421480 LOC100421480 +100421533 EIF4A1P10 +100421561 LOC100421561 +100421689 LOC100421689 +100421721 LOC100421721 +100421749 LOC100421749 +100421756 LOC100421756 +100421973 ARPC3P4 +100422243 LOC100422243 +100422287 LOC100422287 +100422299 LOC100422299 +100422317 LOC100422317 +100422349 LOC100422349 +100422437 LOC100422437 +100422473 LOC100422473 +100422490 LOC100422490 +100422497 LOC100422497 +100422546 LOC100422546 +100422712 PRKRIRP7 +100422821 MIR1273C +100422824 MIR3128 +100422829 MIR4319 +100422841 MIR3174 +100422859 MIR3136 +100422896 MIR3140 +100422934 MIR3143 +100422936 MIR3153 +100422969 MIR2909 +100422971 MIR4312 +100422995 MIR3175 +100423000 MIR3161 +100423025 MIR3198-1 +100423036 MIR2355 +100423062 IGLL5 +10043 TOM1 +10044 SH2D3C +10045 SH2D3A +10046 MAMLD1 +100462953 MINOS1P1 +100462977 MTRNR2L1 +100462981 MTRNR2L2 +100463285 MTRNR2L4 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LOC100505622 +100505624 LOC100505624 +100505630 LOC100505630 +100505634 LOC100505634 +100505636 LOC100505636 +100505639 LOC100505639 +100505641 FGD5-AS1 +100505648 LOC100505648 +100505650 LOC100505650 +100505658 LOC100505658 +100505667 LOC100505667 +100505669 LOC100505669 +100505676 LOC100505676 +100505678 STARD4-AS1 +100505681 NAPA-AS1 +100505687 LOC100505687 +100505690 LOC100505690 +100505692 FTO-IT1 +100505696 LOC100505696 +100505702 LOC100505702 +100505704 ATP5G1P6 +100505715 LOC100505715 +100505716 LOC100505716 +100505727 LOC100505727 +100505729 LOC100505729 +100505736 LOC100505736 +100505738 LOC100505738 +100505741 SPATA1 +100505746 ITGB2-AS1 +100505758 PRMT5-AS1 +100505767 LOC100505767 +100505768 LOC100505768 +100505794 LOC100505794 +100505799 LOC100505799 +100505812 LOC100505812 +100505828 LOC100505828 +100505836 LOC100505836 +100505854 RSBN1L-AS1 +100505863 LOC100505863 +100505865 LOC100505865 +100505870 LOC100505870 +100505873 LOC100505873 +100505876 LOC100505876 +100505878 LOC100505878 +100505881 MAGI2-AS3 +100505894 TMEM161B-AS1 +100505904 LOC100505904 +100505921 LOC100505921 +100505923 LOC100505923 +100505970 HEXDC-IT1 +100505975 ENO1-AS1 +100505991 LOC100505991 +100505994 LOC100505994 +100506007 LOC100506007 +100506014 LOC100506014 +100506020 ARAP1-AS2 +100506023 LOC100506023 +100506029 LOC100506029 +100506033 PTOV1-AS1 +100506035 LOC100506035 +100506036 LOC100506036 +100506046 GAS5-AS1 +100506047 LOC100506047 +100506048 LOC100506048 +100506051 LOC100506051 +100506054 LOC100506054 +100506055 LOC100506055 +100506060 LOC100506060 +100506068 DACT3-AS1 +100506071 LOC100506071 +100506075 LOC100506075 +100506076 LOC100506076 +100506083 LOC100506083 +100506084 ARL17B +100506100 LOC100506100 +100506114 LOC100506114 +100506119 LOC100506119 +100506123 LOC100506123 +100506124 LOC100506124 +100506127 LOC100506127 +100506134 LOC100506134 +100506136 LOC100506136 +100506144 ZMYM6NB +100506157 LOC100506157 +100506161 LOC100506161 +100506164 HSFX1 +100506178 LOC100506178 +100506185 LOC100506185 +100506190 LOC100506190 +100506191 LOC100506191 +100506195 LOC100506195 +100506205 TMEM185AP1 +100506207 LOC100506207 +100506211 MIR210HG +100506215 GCFC1-AS1 +100506217 LOC100506217 +100506219 LOC100506219 +100506228 LOC100506228 +100506233 LOC100506233 +100506235 LOC100506235 +100506244 SUMO2P8 +100506248 LOC100506248 +100506257 LOC100506257 +100506258 LOC100506258 +100506276 LOC100506276 +100506282 LOC100506282 +100506295 LOC100506295 +100506302 LOC100506302 +100506311 HOTAIRM1 +100506312 LOC100506312 +100506314 LOC100506314 +100506321 LOC100506321 +100506325 LOC100506325 +100506328 LOC100506328 +100506331 LOC100506331 +100506334 LINC00649 +100506342 LOC100506342 +100506343 LOC100506343 +100506347 LOC100506347 +100506365 LOC100506365 +100506369 LOC100506369 +100506374 LOC100506374 +100506379 LOC100506379 +100506385 LOC100506385 +100506392 LOC100506392 +100506394 LOC100506394 +100506413 LOC100506413 +100506428 CBR3-AS1 +100506431 LOC100506431 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WHAMM +123722 FSD2 +123803 NTAN1 +123811 FOPNL +123879 DCUN1D3 +123904 NRN1L +123920 CMTM3 +1240 CMKLR1 +124044 SPATA2L +124045 C16orf55 +124056 NOXO1 +124093 CCDC78 +1241 LTB4R +124152 IQCK +124220 ZG16B +124221 PRSS30P +124222 PAQR4 +124245 ZC3H18 +124359 CDYL2 +124401 ANKS3 +124402 FAM100A +124411 ZNF720 +124446 TMEM219 +124454 EARS2 +124460 SNX20 +124491 TMEM170A +124512 METTL23 +124535 HSF5 +124540 MSI2 +124565 SLC38A10 +124583 CANT1 +124599 CD300LB +124602 KIF19 +124637 CYB5D1 +124641 OVCA2 +124739 USP43 +124751 KRBA2 +124783 SPATA32 +124790 HEXIM2 +124801 LSM12 +124808 CCDC43 +124817 CNTD1 +124842 TMEM132E +124923 SGK494 +124925 SEZ6 +124930 ANKRD13B +124935 SLC43A2 +124936 CYB5D2 +124961 ZFP3 +124976 SPNS2 +124989 EFCAB13 +124995 MRPL10 +124997 WDR81 +125050 RN7SK +125058 TBC1D16 +125061 AFMID +125111 GJD3 +125144 C17orf76-AS1 +125150 ZSWIM7 +125170 SMCR7 +125206 SLC5A10 +125208 RPS2P46 +125228 FAM210A +125336 LOXHD1 +125476 INO80C +125488 TTC39C +125875 CLDND2 +125893 ZNF816 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+127544 RNF19B +127545 RPL18AP4 +127579 DCST2 +127602 DNAH14 +127623 OR2B11 +127670 TEDDM1 +127687 C1orf122 +1277 COL1A1 +127700 OSCP1 +127703 C1orf216 +127731 VWA5B1 +127733 UBXN10 +127829 ARL8A +127833 SYT2 +127933 UHMK1 +127943 FCRLB +128 ADH5 +128025 WDR64 +128061 C1orf131 +128077 LIX1L +128102 HSD3BP4 +128178 EDARADD +128229 TSACC +128239 IQGAP3 +128240 APOA1BP +128272 ARHGEF19 +128308 MRPL55 +128312 HIST3H2BB +128338 DRAM2 +128346 C1orf162 +128387 TATDN3 +1284 COL4A2 +1285 COL4A3 +1286 COL4A4 +1289 COL5A1 +128977 C22orf39 +128989 C22orf25 +1290 COL5A2 +129049 SGSM1 +129080 EMID1 +129099 CPSF1P1 +1291 COL6A1 +129138 ANKRD54 +1292 COL6A2 +129285 PPP1R21 +129293 TRABD2A +1293 COL6A3 +129303 TMEM150A +1294 COL7A1 +129401 NUP35 +129450 TYW5 +129530 LYG1 +129531 MITD1 +129563 DIS3L2 +1296 COL8A2 +129607 CMPK2 +129642 MBOAT2 +129685 TAF8 +129787 TMEM18 +129790 C7orf13 +1298 COL9A2 +129804 FBLN7 +129807 NEU4 +129831 RBM45 +129880 BBS5 +129881 CCDC173 +130 ADH6 +1300 COL10A1 +130013 ACMSD +130026 ICA1L +130074 FAM168B +130075 OR9A4 +130132 RFTN2 +130162 CLHC1 +1302 COL11A2 +130271 PLEKHH2 +130340 AP1S3 +130355 C2orf76 +130367 SGPP2 +130399 ACVR1C +130502 TTC32 +130507 UBR3 +130535 KCTD18 +130540 ALS2CR12 +130557 ZNF513 +130589 GALM +1306 COL15A1 +130617 ZFAND2B +130700 PSMB3P2 +130814 PQLC3 +130827 TMEM182 +130872 AHSA2 +130888 FBXO36 +130916 MTERFD2 +130951 C2orf65 +1310 COL19A1 +131076 CCDC58 +131096 KCNH8 +131118 DNAJC19 +131177 FAM3D +1312 COMT +1314 COPA +131408 FAM131A +131450 CD200R1 +131474 CHCHD4 +1315 COPB1 +131544 CRYBG3 +131566 DCBLD2 +131583 FAM43A +131601 TPRA1 +131616 TMEM42 +1317 SLC31A1 +1318 SLC31A2 +131870 NUDT16 +131873 COL6A6 +131909 FAM172BP +131961 IMPDH1P8 +131965 METTL6 +132001 TAMM41 +132014 IL17RE +132158 GLYCTK +132160 PPM1M +132200 C3orf49 +132241 RPL32P3 +132299 OCIAD2 +132320 SCLT1 +132321 C4orf33 +132556 BTF3P13 +132660 LIN54 +132671 SPATA18 +1327 COX4I1 +132720 C4orf32 +132789 GNPDA2 +132864 CPEB2 +132884 EVC2 +1329 COX5B +132949 AASDH +132989 C4orf36 +133 ADM +1330 COX5BP1 +133015 PACRGL +133022 TRAM1L1 +133083 LOC133083 +1332 COX5BP3 +1333 COX5BP4 +133308 SLC9B2 +133383 SETD9 +133396 IL31RA +133418 EMB +133522 PPARGC1B +133615 MRPS5P3 +133619 PRRC1 +133629 RPL11P2 +133686 NADKD1 +1337 COX6A1 +133746 JMY +133874 C5orf58 +133957 CCDC127 +1340 COX6B1 +134145 FAM173B +134147 CMBL +134187 POU5F2 +134218 DNAJC21 +134266 GRPEL2 +134353 LSM11 +134359 POC5 +134429 STARD4 +134430 WDR36 +134466 ZNF300P1 +134492 NUDCD2 +1345 COX6C +134505 EIF3KP1 +134510 UBLCP1 +134549 SHROOM1 +134553 C5orf24 +1346 COX7A1 +134637 ADAT2 +1347 COX7A2 +134728 IRAK1BP1 +1349 COX7B +134957 STXBP5 +135 ADORA2A +1350 COX7C +1351 COX8A +135112 NCOA7 +135114 HINT3 +135138 PACRG +135154 C6orf57 +1352 COX10 +135228 CD109 +135293 PM20D2 +135295 SRSF12 +1353 COX11 +135458 HUS1B +1356 CP +135644 TRIM40 +135656 DPCR1 +1359 CPA3 +135924 OR9A2 +135932 TMEM139 +136 ADORA2B +136051 ZNF786 +1362 CPD +136288 C7orf57 +136307 IMPDH1P3 +136332 LRGUK +1366 CLDN7 +136647 MPLKIP +1368 CPM +136853 SRCRB4D +136895 C7orf31 +137075 CLDN23 +1371 CPOX +137209 ZNF572 +137290 MRPL9P1 +137392 FAM92A1 +1374 CPT1A +137492 VPS37A +1375 CPT1B +1376 CPT2 +137682 NDUFAF6 +137695 TMEM68 +137735 ABRA +1378 CR1 +137835 TMEM71 +137872 ADHFE1 +137886 UBXN2B +1379 CR1L +137902 PXDNL +137964 AGPAT6 +137994 LETM2 +1380 CR2 +138046 RALYL +138050 HGSNAT +138151 NACC2 +138199 C9orf41 +138241 C9orf85 +138255 C9orf135 +138307 LCN8 +138311 FAM69B +1384 CRAT +138412 SLC25A6P2 +138428 PTRH1 +138474 TAF1L +1385 CREB1 +1386 ATF2 +138639 PTPDC1 +138649 ANKRD19P +1387 CREBBP +138716 RPP25L +138724 C9orf131 +1388 ATF6B +1389 CREBL2 +138916 SYNGR2P2 +138948 DBH-AS1 +139065 SLITRK4 +139105 BEND2 +139163 SALL1P1 +139189 DGKK +139201 MAP2K4P1 +139231 FAM199X +139285 FAM123B +1393 CRHBP +139322 APOOL +139324 HDX +139334 IMPDH1P4 +139341 FUNDC1 +1394 CRHR1 +139411 PTCHD1 +139425 DCAF8L1 +139538 VENTXP1 +139596 UPRT +1396 CRIP1 +1397 CRIP2 +139716 GAB3 +139735 ZFP92 +1398 CRK +139818 DOCK11 +139886 SPIN4 +1399 CRKL +14 AAMP +140 ADORA3 +1400 CRMP1 +140459 ASB6 +140460 ASB7 +140461 ASB8 +140465 MYL6B +140467 ZNF358 +140468 COX11P1 +140469 MYO3B +140545 RNF32 +140564 APOBEC3D +140606 SELM +140609 NEK7 +140612 ZFP28 +140623 FAUP1 +140691 TRIM69 +1407 CRY1 +140707 BRI3BP +140735 DYNLL2 +140738 TMEM37 +140739 UBE2F +140771 SMCR5 +140775 SMCR8 +1408 CRY2 +140803 TRPM6 +140807 KRT72 +140883 ZNF280B +140890 SREK1 +140921 PPP2R5CP +140947 C5orf20 +141 ADPRH +1411 CRYBA1 +1416 CRYBB2P1 +1417 CRYBB3 +142 PARP1 +142678 MIB2 +142679 DUSP19 +142680 SLC34A3 +142686 ASB14 +1427 CRYGS +1428 CRYM +1429 CRYZ +143 PARP4 +1431 CS +1432 MAPK14 +143458 LDLRAD3 +143471 PSMA8 +1435 CSF1 +143570 XRRA1 +1436 CSF1R +143630 UBQLNL +143666 LOC143666 +143684 FAM76B +143686 SESN3 +143689 PIWIL4 +1437 CSF2 +1438 CSF2RA +143872 ARHGAP42 +143879 KBTBD3 +143884 CWF19L2 +143888 KDELC2 +1439 CSF2RB +143903 LAYN +143941 TTC36 +144 PARP1P1 +144097 C11orf84 +1441 CSF3R +144100 PLEKHA7 +144108 SPTY2D1 +144110 TMEM86A +144132 DNHD1 +144165 PRICKLE1 +144193 AMDHD1 +144195 SLC2A14 +144203 OVOS2 +144233 BCDIN3D +144245 ALG10B +144321 GLIPR1L2 +144348 ZNF664 +144363 LYRM5 +144383 LOC144383 +144402 CPNE8 +144404 TMEM120B +144406 WDR66 +144423 GLT1D1 +144455 E2F7 +144486 LOC144486 +1445 CSK +144535 C12orf55 +144568 A2ML1 +144571 A2M-AS1 +144577 C12orf66 +144581 RPL14P1 +144608 C12orf60 +144638 ST13P3 +144699 FBXL14 +144712 HMGA1P3 +144715 RAD9B +144717 FAM109A +144811 LACC1 +144832 ESRRAP2 +144983 HNRNPA1L2 +145 PARP1P2 +145165 ST13P4 +145173 B3GALTL +1452 CSNK1A1 +145200 LINC00239 +145226 RDH12 +145241 ADAM21P1 +145259 RPSAP4 +145282 MIPOL1 +1453 CSNK1D +145370 RPL21P7 +145375 NUP50P1 +145389 SLC38A6 +1454 CSNK1E +145438 FRMD6-AS1 +145447 ABHD12B +145474 LOC145474 +145482 PTGR2 +145483 FAM161B +1455 CSNK1G2 +145508 CEP128 +145553 MDP1 +145567 TTC7B +1456 CSNK1G3 +145624 PAR1 +145748 LYSMD4 +145767 RPS3AP6 +145783 LOC145783 +145853 C15orf61 +145864 HAPLN3 +1459 CSNK2A2 +145957 NRG4 +145989 LOC145989 +1460 CSNK2B +146050 ZSCAN29 +146053 RPS3AP47 +146057 TTBK2 +146059 CDAN1 +146110 RPL7P47 +146177 VWA3A +146183 OTOA +146198 ZFP90 +1462 VCAN +146206 RLTPR +146223 CMTM4 +146225 CMTM2 +146227 BEAN1 +146330 FBXL16 +146395 GSG1L +1464 CSPG4 +146434 ZNF597 +146456 TMED6 +1465 CSRP1 +146540 ZNF785 +146542 ZNF688 +146547 PRSS36 +146562 C16orf71 +1466 CSRP2 +146664 MGAT5B +146691 TOM1L2 +1467 CSRP2P +146705 ENTHD2 +146712 B3GNTL1 +146713 RBFOX3 +146722 CD300LF +1468 SLC25A10 +146802 SLC47A2 +146850 PIK3R6 +146857 SLFN13 +146862 UNC45B +146880 LOC146880 +146923 RUNDC1 +146956 EME1 +147007 TMEM199 +147011 PROCA1 +147015 DHRS13 +147040 KCTD11 +147081 CRHR1-IT1 +147138 TMC8 +147150 UPF3AP2 +147166 TRIM16L +147172 LRRC37BP1 +147179 WIPF2 +147184 TMEM99 +147226 UPF3AP1 +147339 C18orf25 +1474 CST6 +147407 SLC25A52 +1475 CSTA +147525 LINC00526 +1476 CSTB +147645 VSIG10L +147646 LOC147646 +147650 LINC00085 +147657 ZNF480 +147660 ZNF578 +147685 C19orf18 +147686 ZNF418 +147687 ZNF417 +147694 ZNF548 +147699 PPM1N +147700 KLC3 +147727 ILF3-AS1 +147798 TMC4 +1478 CSTF2 +147804 TPM3P9 +147807 ZNF524 +147808 ZNF784 +147837 ZNF563 +1479 CSTF3 +147923 ZNF420 +147929 ZNF565 +147947 ZNF542 +147948 ZNF582 +147949 ZNF583 +147965 FAM98C +147968 CAPN12 +147991 DPY19L3 +148022 TICAM1 +148046 CIRBP-AS1 +148103 ZNF599 +148137 C19orf55 +148156 ZNF558 +148189 LINC00662 +148203 ZNF738 +148206 ZNF714 +148213 ZNF681 +148223 C19orf25 +148229 ATP8B3 +148252 DIRAS1 +148254 ZNF555 +148266 ZNF569 +148268 ZNF570 +148281 SYT6 +148304 C1orf74 +148327 CREB3L4 +148345 C1orf127 +148362 BROX +148413 LOC148413 +148418 SAMD13 +148423 C1orf52 +148430 LOC148430 +148479 PHF13 +148534 TMEM56 +1486 CTBS +148641 SLC35F3 +148696 LOC148696 +1487 CTBP1 +148709 LOC148709 +148713 PTPRVP +148738 HFE2 +148789 B3GALNT2 +148808 MFSD4 +148811 PM20D1 +148818 HSD17B7P1 +148823 GCSAML +148867 SLC30A7 +148898 C1orf213 +148932 MOB3C +149013 NBPF12 +149041 RC3H1 +149069 DCDC2B +149076 ZNF362 +1491 CTH +149175 MANEAL +149224 RPS7P4 +149233 IL23R +1493 CTLA4 +149345 SHISA4 +149371 EXOC8 +149420 PDIK1L +149428 BNIPL +149473 CCDC24 +149478 BTBD19 +149483 CCDC17 +1495 CTNNA1 +149603 RNF187 +149628 PYHIN1 +1497 CTNS +1498 CTNNA1P1 +1499 CTNNB1 +15 AANAT +1500 CTNND1 +150082 LCA5L +150094 SIK1 +150159 SLC9B1 +150197 LOC150197 +150209 AIFM3 +150221 RIMBP3C +150223 YDJC +150248 C22orf15 +150274 HSCB +150275 CCDC117 +150290 DUSP18 +150291 MORC2-AS1 +1503 CTPS1 +150350 ENTHD1 +150353 DNAJB7 +150365 MEI1 +150368 FAM109B +150372 NFAM1 +150381 LOC150381 +150383 CDPF1 +150384 CN5H6.4 +150417 LOC150417 +150465 TTL +150468 CKAP2L +150472 CBWD2 +150478 bA395L14.12 +150554 YWHAZP2 +150590 C2orf15 +1506 CTRL +150678 MYEOV2 +150684 COMMD1 +150709 ANKAR +150726 FBXO41 +150737 TTC30B +150759 LINC00342 +150763 GPAT2 +150771 ITPRIPL1 +150776 LOC150776 +150786 WTH3DI +1508 CTSB +150864 FAM117B +1509 CTSD +150928 PTMAP5 +150946 FAM59B +150947 PPIL1P1 +150962 PUS10 +150967 PKI55 +151011 SEPT10 +151050 KANSL1L +151056 PLB1 +1511 CTSG +151174 LOC151174 +151188 ARL6IP6 +151194 METTL21A +151195 CCNYL1 +1512 CTSH +151246 SGOL2 +151254 ALS2CR11 +151258 SLC38A11 +151295 SLC23A3 +1513 CTSK +151306 GPBAR1 +151313 FAHD2B +151393 FAM82A1 +1514 CTSL1 +151457 LOC151457 +151473 SLC16A14 +151477 LINC00471 +151484 LOC151484 +151507 MSL3P1 +151516 ASPRV1 +151525 WDSUB1 +151534 LBX2-AS1 +151556 GPR155 +151579 BZW1P2 +151613 TTC14 +151636 DTX3L +151645 PSMC1P1 +151648 SGOL1 +151649 PP2D1 +151651 EFHB +151742 PPM1L +151790 WDR49 +151827 LRRC34 +151842 PP1P +151887 CCDC80 +151888 BTLA +1519 CTSO +151903 CCDC12 +151963 MB21D2 +151987 PPP4R2 +1520 CTSS +152002 XXYLT1 +152006 RNF38 +152007 GLIPR2 +152015 ROPN1B +152098 ZCWPW2 +1521 CTSW +152100 CMC1 +152110 NEK10 +152137 CCDC50 +152185 SPICE1 +152189 CMTM8 +152195 NUDT16P1 +152206 CCDC13 +152217 LOC152217 +152225 LOC152225 +152273 FGD5 +1523 CUX1 +152302 CIDECP +1524 CX3CR1 +152404 IGSF11 +152485 ZNF827 +1525 CXADR +152503 SH3D19 +152518 NFXL1 +152519 NIPAL1 +152559 PAQR3 +152579 SCFD2 +152594 LOC152594 +152641 WWC2-AS2 +152687 ZNF595 +152756 FAM218A +152789 JAKMIP1 +1528 CYB5A +152815 THAP6 +152831 KLB +152877 FAM53A +152905 RTN3P1 +152926 PPM1K +152940 C4orf45 +152992 TRMT44 +153020 RASGEF1B +153090 DAB2IP +1531 CYB5AP3 +153129 SLC38A9 +153222 CREBRF +153241 CEP120 +153328 SLC25A48 +153339 TMEM167A +153364 MBLAC2 +153396 TMEM161B +1534 CYB561 +153443 SRFBP1 +153469 JAKMIP2-AS1 +1535 CYBA +153527 ZMAT2 +153562 MARVELD2 +153579 BTNL9 +1536 CYBB +153642 ARSK +153643 FAM81B +153684 LOC153684 +1537 CYC1 +153733 CCDC112 +153743 PPP1R2P3 +153768 PRELID2 +153770 PLAC8L1 +153830 RNF145 +153842 SHFM1P1 +154 ADRB2 +1540 CYLD +154007 SNRNP48 +154043 CNKSR3 +154075 SAMD3 +154091 SLC2A12 +154141 MBOAT1 +154197 PNLDC1 +154214 RNF217 +1543 CYP1A1 +154467 CCDC167 +1545 CYP1B1 +154661 RUNDC3B +154664 ABCA13 +154743 C7orf60 +154754 PRSS3P2 +154761 LOC154761 +154791 C7orf55 +154796 AMOT +154807 VKORC1L1 +154810 AMOTL1 +154881 KCTD7 +155019 ST13P7 +155038 GIMAP8 +155054 ZNF425 +155060 LOC155060 +155061 ZNF746 +155066 ATP6V0E2 +155185 AMZ1 +155368 WBSCR27 +155370 SBDSP1 +155382 VPS37D +155400 NSUN5P1 +155435 RBM33 +156 ADRBK1 +1564 CYP2D7P1 +1565 CYP2D6 +1568 CYP2D8P1 +157 ADRBK2 +157206 RPL21P11 +157247 MGC27345 +157285 SGK223 +1573 CYP2J2 +157313 CDCA2 +157378 TMEM65 +157489 SDAD1P1 +157506 RDH10 +157567 ANKRD46 +157570 ESCO2 +1576 CYP3A4 +157627 LINC00599 +157638 FAM84B +157657 C8orf37 +157680 VPS13B +157693 FAM87A +157695 C8orf42 +157697 ERICH1 +1577 CYP3A5 +157713 LYPLA1P3 +157769 FAM91A1 +157777 MCMDC2 +157869 SBSPON +157922 CAMSAP1 +157983 C9orf66 +158 ADSL +158035 LINC00032 +158038 LINGO2 +158055 C9orf163 +158056 MAMDC4 +158104 RPS10P3 +158135 TTLL11 +158172 SERPINH1P1 +158219 TTC39B +158222 LDHAP4 +158228 FAM201A +158234 TRMT10B +158248 TTC16 +158257 MIRLET7DHG +158293 FAM120AOS +158295 MGC24103 +158326 FREM1 +158345 RPL4P5 +158358 KIAA2026 +158373 YBX1P10 +158399 ZNF483 +158401 C9orf84 +158405 KIAA1958 +158427 TSTD2 +158431 ZNF782 +158471 PRUNE2 +158506 ZNF645 +158521 FMR1NB +158572 LOC158572 +158584 FAAH2 +158586 ZXDB +158674 RPSAP3 +158747 MOSPD2 +158781 LOC158781 +158787 RIBC1 +158801 NKAPP1 +158830 CXorf65 +158866 ZDHHC15 +158880 USP51 +1589 CYP21A2 +158948 LOC158948 +159 ADSS +1590 CYP21A1P +159013 CXorf38 +159090 FAM122B +159091 FAM122C +1593 CYP27A1 +1594 CYP27B1 +1595 CYP51A1 +159770 CBX3P1 +159989 CCDC67 +16 AARS +160 AP2A1 +1600 DAB1 +1601 DAB2 +160140 C11orf65 +1602 DACH1 +160287 LDHAL6A +160298 C11orf42 +1603 DAD1 +160335 TMTC2 +160364 CLEC12A +160365 CLECL1 +1604 CD55 +160410 PSMC6P2 +160418 TMTC3 +160428 ALDH1L2 +1605 DAG1 +160518 DENND5B +1606 DGKA +160622 GRASP +160728 SLC5A8 +160760 PPTC7 +1608 DGKG +160851 DGKH +160857 CCDC122 +160897 GPR180 +1609 DGKQ +161 AP2A2 +1611 DAP +161145 TMEM229B +161176 SYNE3 +1612 DAPK1 +161247 FITM1 +161253 REM2 +161291 TMEM30B +1613 DAPK3 +161394 SAMD15 +161406 RPL7AP10 +161424 NOP9 +161436 EML5 +161497 STRC +1615 DARS +161502 C15orf26 +1616 DAXX +161635 CSNK1A1P1 +161725 OTUD7A +161742 SPRED1 +161779 PGBD4 +161823 ADAL +161835 FSIP1 +161882 ZFPM1 +162 AP1B1 +162073 ITPRIPL2 +1621 DBH +1622 DBI +162239 ZFP1 +162394 SLFN5 +1624 DBIP1 +162417 NAGS +162427 FAM134C +162461 TMEM92 +162466 PHOSPHO1 +162494 RHBDL3 +162514 TRPV3 +162515 SLC16A11 +162517 FBXO39 +162540 SPPL2C +162632 USP32P1 +162655 ZNF519 +162681 C18orf54 +1627 DBN1 +1628 DBP +1629 DBT +162962 ZNF836 +162963 ZNF610 +162966 ZNF600 +162967 ZNF320 +162968 ZNF497 +162972 ZNF550 +162979 ZNF296 +162989 DEDD2 +162993 ZNF846 +163 AP2B1 +163033 ZNF579 +163049 ZNF791 +163050 ZNF564 +163051 ZNF709 +163059 ZNF433 +163081 ZNF567 +163087 ZNF383 +163088 TAF9P3 +163115 ZNF781 +163126 EID2 +163131 ZNF780B +163154 PRR22 +163175 LGI4 +163183 SYNE4 +1632 ECI1 +163227 ZNF100 +163255 ZNF540 +163259 DENND2C +1633 DCK +163351 GBP6 +163486 DENND1B +1635 DCTD +163590 TOR1AIP2 +1636 ACE +163702 IL28RA +163732 CITED4 +163747 C1orf177 +163786 SASS6 +1638 DCT +163859 SDE2 +163882 CNST +1639 DCTN1 +164 AP1G1 +164022 PPIAL4A +164091 PAQR7 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+23200 ATP11B +23201 FAM168A +23203 PMPCA +23204 ARL6IP1 +23205 ACSBG1 +23207 PLEKHM2 +23208 SYT11 +23209 MLC1 +2321 FLT1 +23210 JMJD6 +23211 ZC3H4 +23212 RRS1 +23213 SULF1 +23214 XPO6 +23215 PRRC2C +23216 TBC1D1 +23218 NBEAL2 +23219 FBXO28 +2322 FLT3 +23220 DTX4 +23221 RHOBTB2 +23224 SYNE2 +23225 NUP210 +23228 PLCL2 +23229 ARHGEF9 +2323 FLT3LG +23230 VPS13A +23231 SEL1L3 +23233 EXOC6B +23235 SIK2 +23237 ARC +23239 PHLPP1 +2324 FLT4 +23240 KIAA0922 +23241 PACS2 +23243 ANKRD28 +23244 PDS5A +23245 ASTN2 +23246 BOP1 +23247 KIAA0556 +23248 RPRD2 +23250 ATP11A +23251 KIAA1024 +23252 OTUD3 +23253 ANKRD12 +23255 SOGA2 +23256 SCFD1 +23258 DENND5A +23259 DDHD2 +23261 CAMTA1 +23262 PPIP5K2 +23263 MCF2L +23264 ZC3H7B +23265 EXOC7 +23269 MGA +2327 FMO2 +23270 TSPYL4 +23271 CAMSAP2 +23272 FAM208A +23274 CLEC16A +23275 POFUT2 +23276 KLHL18 +23277 KIAA0664 +23279 NUP160 +2328 FMO3 +23281 MTUS2 +23284 LPHN3 +23285 KIAA1107 +23286 WWC1 +23287 AGTPBP1 +23288 IQCE +2329 FMO4 +23291 FBXW11 +23293 SMG6 +23294 ANKS1A +23295 MGRN1 +23299 BICD2 +2330 FMO5 +23300 ATMIN +23301 EHBP1 +23303 KIF13B +23304 UBR2 +23305 ACSL6 +23306 TMEM194A +23307 FKBP15 +23308 ICOSLG +23309 SIN3B +2331 FMOD +23310 NCAPD3 +23312 DMXL2 +23313 KIAA0930 +23314 SATB2 +23316 CUX2 +23317 DNAJC13 +23318 ZCCHC11 +2332 FMR1 +23321 TRIM2 +23322 RPGRIP1L +23324 MAN2B2 +23325 KIAA1033 +23326 USP22 +23327 NEDD4L +23328 SASH1 +23329 TBC1D30 +23331 TTC28 +23332 CLASP1 +23333 DPY19L1 +23334 SZT2 +23335 WDR7 +23336 SYNM +23338 PHF15 +23339 VPS39 +2334 AFF2 +23341 DNAJC16 +23344 ESYT1 +23345 SYNE1 +23347 SMCHD1 +23348 DOCK9 +2335 FN1 +23350 U2SURP +23351 KHNYN +23352 UBR4 +23353 SUN1 +23354 HAUS5 +23355 VPS8 +23357 ANGEL1 +23358 USP24 +23360 FNBP4 +23361 ZNF629 +23362 PSD3 +23363 OBSL1 +23365 ARHGEF12 +23366 KIAA0895 +23367 LARP1 +23368 PPP1R13B +23369 PUM2 +23370 ARHGEF18 +23371 TENC1 +23373 CRTC1 +23376 UFL1 +23378 RRP8 +23379 KIAA0947 +23380 SRGAP2 +23381 SMG5 +23382 AHCYL2 +23383 MAU2 +23384 SPECC1L +23385 NCSTN +23386 NUDCD3 +23387 SIK3 +23389 MED13L +2339 FNTA +23390 ZDHHC17 +23392 KIAA0368 +23395 LARS2 +23396 PIP5K1C +23397 NCAPH +23398 PPWD1 +23399 CTDNEP1 +23400 ATP13A2 +23403 FBXO46 +23404 EXOSC2 +23405 DICER1 +23406 COTL1 +23408 SIRT5 +23409 SIRT4 +23410 SIRT3 +23413 NCS1 +23416 KCNH3 +23417 MLYCD +23418 CRB1 +2342 FNTB +23420 NOMO1 +23421 ITGB3BP +23423 TMED3 +23424 TDRD7 +23426 GRIP1 +23428 SLC7A8 +23429 RYBP +23431 AP4E1 +23432 GPR161 +23433 RHOQ +23435 TARDBP +23438 HARS2 +23443 SLC35A3 +23446 SLC44A1 +23450 SF3B3 +23451 SF3B1 +23452 ANGPTL2 +23456 ABCB10 +23457 ABCB9 +23460 ABCA6 +23461 ABCA5 +23462 HEY1 +23463 ICMT +23464 GCAT +23466 CBX6 +23467 NPTXR +23468 CBX5 +23469 PHF3 +23471 TRAM1 +23473 CAPN7 +23474 ETHE1 +23475 QPRT +23476 BRD4 +23478 SEC11A +23479 ISCU +23480 SEC61G +23481 PES1 +23483 TGDS +23484 LEPROTL1 +23492 CBX7 +23495 TNFRSF13B +23498 HAAO +23499 MACF1 +2350 FOLR2 +23503 ZFYVE26 +23505 TMEM131 +23506 KIAA0240 +23507 LRRC8B +23508 TTC9 +23510 KCTD2 +23511 NUP188 +23512 SUZ12 +23513 SCRIB +23514 KIAA0146 +23515 MORC3 +23516 SLC39A14 +23517 SKIV2L2 +23518 R3HDM1 +2352 FOLR3 +23520 ANP32C +23521 RPL13A +23523 CABIN1 +23524 SRRM2 +23526 HMHA1 +23527 ACAP2 +23528 ZNF281 +23529 CLCF1 +2353 FOS +23530 NNT +23531 MMD +23533 PIK3R5 +23534 TNPO3 +23536 ADAT1 +2354 FOSB +23541 SEC14L2 +23543 RBFOX2 +23544 SEZ6L +23545 ATP6V0A2 +23547 LILRA4 +23548 TTC33 +23549 DNPEP +2355 FOSL2 +23550 PSD4 +23552 CDK20 +23553 HYAL4 +23556 PIGN +23557 SNAPIN +23558 WBP2 +23559 WBP1 +2356 FPGS +23564 DDAH2 +23566 LPAR3 +23567 ZNF346 +23568 ARL2BP +23569 PADI4 +2357 FPR1 +23576 DDAH1 +2358 FPR2 +23580 CDC42EP4 +23582 CCNDBP1 +23583 SMUG1 +23584 VSIG2 +23585 TMEM50A +23586 DDX58 +23587 ELP5 +23588 KLHDC2 +23589 CARHSP1 +2359 FPR3 +23592 LEMD3 +23593 HEBP2 +23594 ORC6 +23595 ORC3 +23596 OPN3 +23597 ACOT9 +23598 PATZ1 +236 AKR1B1P2 +23600 AMACR +23601 CLEC5A +23603 CORO1C +23604 DAPK2 +23607 CD2AP +23608 MKRN1 +23609 MKRN2 +23616 SH3BP1 +23621 BACE1 +23623 RUSC1 +23625 FAM89B +23629 BRD7P3 +23632 CA14 +23633 KPNA6 +23635 SSBP2 +23636 NUP62 +23637 RABGAP1 +23639 LRRC6 +23640 HSPBP1 +23641 LDOC1 +23642 SNHG1 +23643 LY96 +23644 EDC4 +23645 PPP1R15A +23646 PLD3 +23647 ARFIP2 +23648 SSBP3 +23649 POLA2 +23654 PLXNB2 +23657 SLC7A11 +23658 LSM5 +23659 PLA2G15 +23660 ZKSCAN5 +23666 UBBP4 +23670 TMEM2 +23673 STX12 +23677 SH3BP4 +23678 SGK3 +23679 SEPW1P +23682 RAB38 +23683 PRKD3 +23705 CADM1 +23708 GSPT2 +23710 GABARAPL1 +23729 SHPK +23731 TMEM245 +23738 OFD1P17 +23741 EID1 +23753 SDF2L1 +23759 PPIL2 +23760 PITPNB +23761 PISD +23762 OSBP2 +23764 MAFF +23765 IL17RA +23766 GABARAPL3 +23768 FLRT2 +23769 FLRT1 +23770 FKBP8 +23774 BRD1 +23780 APOL2 +23786 BCL2L13 +23787 MTCH1 +23788 MTCH2 +238 ALK +239 ALOX12 +2395 FXN +241 ALOX5AP +24139 EML2 +24140 FTSJ1 +24142 NAT6 +24144 TFIP11 +24145 PANX1 +24146 CLDN15 +24149 ZNF318 +242 ALOX12B +245 ALOX12P2 +245711 SPDYA +245802 MS4A6E +245812 CNPY4 +245972 ATP6V0D2 +245973 ATP6V1C2 +246 ALOX15 +246119 TTTY10 +246126 TXLNG2P +246135 TAF9BP1 +246175 CNOT6L +246182 AKR7A2P1 +246184 CDC26 +246210 IKBKGP1 +246243 RNASEH1 +246269 LACE1 +246312 C21orf91-OT1 +246329 STAC3 +246330 PELI3 +246715 CKS1BP3 +246719 UBE2SP1 +246720 DYNLL1P1 +246721 POLR2J2 +246723 LOC246723 +246731 PPIHP1 +246734 NPCDR1 +246737 YWHAZP4 +246754 MTVR2 +246777 SPESP1 +246778 IL27 +247 ALOX15B +2475 MTOR +2483 FRG1 +249 ALPL +2491 CENPI +2495 FTH1 +2498 FTH1P3 +2499 FTH1P4 +25 ABL1 +2500 FTH1P7 +2501 FTH1P8 +2502 FTH1P10 +2503 FTH1P11 +2504 FTH1P12 +2508 FTH1P16 +2509 FTH1P5 +2512 FTL +2516 NR5A1 +2517 FUCA1 +2519 FUCA2 +2521 FUS +2524 FUT2 +2526 FUT4 +252839 TMEM9 +252884 ZNF396 +2529 FUT7 +252969 NEIL2 +252983 STXBP4 +252995 FNDC5 +2530 FUT8 +253018 HCG27 +253039 LOC253039 +2531 KDSR +253128 LINC00612 +253143 PRR14L +253190 SERHL2 +253260 RICTOR +253272 PCGF7P +2533 FYB +2534 FYN +253461 ZBTB38 +2535 FZD2 +253512 SLC25A30 +253558 LCLAT1 +253559 CADM2 +253582 TMEM244 +253635 CCDC75 +253639 ZNF620 +253650 ANKRD18A +2537 IFI6 +253714 MMS22L +253724 GNN +253769 WDR27 +253782 CERS6 +253827 MSRB3 +253832 ZDHHC20 +2539 G6PD +253943 YTHDF3 +253959 RALGAPA1 +253980 KCTD13 +253986 RPL10AP2 +254013 METTL20 +254042 METAP1D +254048 UBN2 +254050 LRRC43 +254065 BRWD3 +254100 LOC254100 +254102 EHBP1L1 +254122 SNX32 +254128 LOC254128 +254158 CXorf58 +254170 FBXO33 +2542 SLC37A4 +254225 RNF169 +254251 LCORL +254263 CNIH2 +254295 PHYHD1 +2543 GAGE1 +254359 ZDHHC24 +254394 MCM9 +254428 SLC41A1 +254531 LPCAT4 +254552 NUDT8 +254559 LOC254559 +254664 MAPK6PS2 +2547 XRCC6 +254773 LYG2 +254778 C8orf46 +2548 GAA +254827 NAALADL2 +254863 C17orf61 +254887 ZDHHC23 +254896 LOC254896 +2549 GAB1 +254948 RPL9P8 +2550 GABBR1 +255031 FLJ35390 +255043 TMEM86B +255061 TAC4 +2551 GABPA +255104 TMCO4 +255193 CSNK1G2-AS1 +255231 MCOLN2 +255239 ANKK1 +255252 LRRC57 +2553 GABPB1 +255308 LOC255308 +255324 EPGN +255374 MBLAC1 +255394 TCP11L2 +255403 ZNF718 +255488 RNF144B +255512 LOC255512 +255520 ELMOD2 +255631 COL24A1 +255758 TCTEX1D2 +255762 PDZD9 +255783 PRR24 +2558 GABRA5 +255809 C19orf38 +255812 SDHAP1 +255919 CNEP1R1 +255967 PAN3 +256006 ANKRD31 +256021 LOC256021 +256051 ZNF549 +256076 COL6A5 +256126 SYCE2 +256227 STEAP1B +256236 NAPSB +256281 NUDT14 +256302 C17orf103 +256309 CCDC110 +256329 C11orf35 +256355 RPS2P32 +256356 GK5 +256364 EML3 +256380 SCML4 +256435 ST6GALNAC3 +256471 MFSD8 +256586 LYSMD2 +256643 CXorf23 +256646 C15orf55 +256691 MAMDC2 +256710 GLIPR1L1 +256714 MAP7D2 +256880 LOC256880 +256949 KANK3 +256957 C17orf66 +256987 SERINC5 +257 ALX3 +2570 GABRR2 +257019 FRMD3 +257044 C1orf101 +257068 PLCXD2 +257093 PSME2P1 +2571 GAD1 +257101 ZNF683 +257106 ARHGAP30 +257144 GCSAM +257160 RNF214 +257169 C9orf43 +257177 C1orf192 +257194 NEGR1 +257203 DSCR9 +257218 SHPRH +257236 CCDC96 +257240 KLHL34 +257313 UTS2D +257357 BRWD1-IT2 +257358 LOC257358 +257364 SNX33 +257396 LOC257396 +257397 TAB3 +257415 FAM133B +25766 PRPF40B +25769 SLC24A2 +25771 TBC1D22A +25775 C22orf24 +25776 CBY1 +25777 SUN2 +25778 DSTYK +25780 RASGRP3 +25782 RAB3GAP2 +25786 DGCR11 +25788 RAD54B +25790 CCDC19 +25792 CIZ1 +25793 FBXO7 +25796 PGLS +25797 QPCT +25798 BRI3 +25799 ZNF324 +2580 GAK +25800 SLC39A6 +25801 GCA +258010 SVIP +25804 LSM4 +25807 RHBDD3 +25809 TTLL1 +2581 GALC +25813 SAMM50 +25814 ATXN10 +25816 TNFAIP8 +25819 CCRN4L +2582 GALE +25820 ARIH1 +25821 MTO1 +25822 DNAJB5 +25824 PRDX5 +25825 BACE2 +25827 FBXL2 +25828 TXN2 +25829 TMEM184B +25831 HECTD1 +25832 NBPF14 +25836 NIPBL +25837 RAB26 +25839 COG4 +2584 GALK1 +25840 METTL7A +25841 ABTB2 +25842 ASF1A +25843 MOB4 +25844 YIPF3 +25845 PP7080 +25847 ANAPC13 +25849 PARM1 +2585 GALK2 +25850 ZNF345 +25851 TECPR1 +25852 ARMC8 +25853 DCAF12 +25854 FAM149A +25855 BRMS1 +25859 PART1 +25861 DFNB31 +25862 USP49 +25864 ABHD14A +25865 PRKD2 +25870 SUMF2 +25871 C3orf17 +25873 RPL36 +25874 MPC2 +25875 LETMD1 +25879 DCAF13 +2588 GALNS +25880 TMEM186 +25885 POLR1A +25886 POC1A +25888 ZNF473 +2589 GALNT1 +25890 ABI3BP +25893 TRIM58 +25894 PLEKHG4 +25895 METTL21B +25896 INTS7 +25897 RNF19A +25898 RCHY1 +2590 GALNT2 +25900 IFFO1 +25901 CCDC28A +25902 MTHFD1L +25903 OLFML2B +25904 CNOT10 +25906 ANAPC15 +25907 TMEM158 +25909 AHCTF1 +2591 GALNT3 +25912 C1orf43 +25913 POT1 +25914 RTTN +25915 NDUFAF3 +25917 THUMPD3 +259173 ALS2CL +259197 NCR3 +2592 GALT +25920 COBRA1 +25921 ZDHHC5 +259215 LY6G6F +25923 ATL3 +25924 MYRIP +25925 ZNF521 +25926 NOL11 +259266 ASPM +25927 CNRIP1 +259282 BOD1L1 +259283 MDS2 +259287 TAS2R41 +259289 TAS2R43 +25929 GEMIN5 +259290 TAS2R31 +259292 TAS2R46 +259293 TAS2R30 +259294 TAS2R19 +259295 TAS2R20 +259296 TAS2R50 +2593 GAMT +25930 PTPN23 +259307 IL4I1 +25932 CLIC4 +25934 NIPSNAP3A +25936 NSL1 +25937 WWTR1 +25938 HEATR5A +25940 FAM98A +25941 TPGS2 +25942 SIN3A +25945 PVRL3 +25946 ZNF385A +25948 KBTBD2 +25949 SYF2 +2595 GANC +25950 RWDD3 +25953 PNKD +25957 PNISR +25959 KANK2 +25960 GPR124 +25962 KIAA1429 +25963 TMEM87A +25966 C2CD2 +2597 GAPDH +25970 SH2B1 +25972 UNC50 +25973 PARS2 +25974 MMACHC +25976 TIPARP +25977 NECAP1 +25978 CHMP2B +25979 DHRS7B +25981 DNAH1 +25983 NGDN +25984 KRT23 +25988 HINFP +25989 ULK3 +25992 SNED1 +25994 HIGD1A +25996 REXO2 +25998 IBTK +25999 CLIP3 +26 ABP1 +26000 TBC1D10B +26001 RNF167 +26002 MOXD1 +26003 GORASP2 +26005 C2CD3 +26007 DAK +26009 ZZZ3 +2601 GAPDHP60 +26010 SPATS2L +26011 TENM4 +26012 NELF +26015 RPAP1 +26017 FAM32A +26018 LRIG1 +26020 LRP10 +26027 ACOT11 +260294 NSUN5P2 +26030 PLEKHG3 +26031 OSBPL3 +26032 SUSD5 +260335 ELF2P2 +260336 ELF2P3 +260337 UHRF2P1 +26034 IPCEF1 +260341 TFAMP1 +26035 GLCE +26036 ZNF451 +26037 SIPA1L1 +26040 SETBP1 +260421 LOC260421 +260422 LOC260422 +260425 MAGI3 +26043 UBXN7 +26045 LRRTM2 +26046 LTN1 +26047 CNTNAP2 +26048 ZNF500 +26049 FAM169A +26052 DNM3 +26053 AUTS2 +26054 SENP6 +26056 RAB11FIP5 +26057 ANKRD17 +26058 GIGYF2 +26060 APPL1 +26061 HACL1 +26063 DECR2 +26064 RAI14 +26065 LSM14A +26071 FAM127B +26073 POLDIP2 +26077 DKFZP434H168 +26082 DKFZP434L187 +26084 ARHGEF26 +26086 GPSM1 +26088 GGA1 +26092 TOR1AIP1 +26093 CCDC9 +26094 DCAF4 +26097 CHTOP +26099 SZRD1 +26100 WIPI2 +26102 DKFZP434A062 +26112 CCDC69 +26115 TANC2 +26118 WSB1 +26119 LDLRAP1 +26121 PRPF31 +26122 EPC2 +26127 FGFR1OP2 +2613 GAPDHP71 +26130 GAPVD1 +26134 RALGAPA1P +26135 SERBP1 +26136 TES +26137 ZBTB20 +26140 TTLL3 +26145 IRF2BP1 +26146 TRAF3IP1 +26147 PHF19 +26149 ZNF658 +2615 LRRC32 +26151 NAT9 +26154 ABCA12 +26155 NOC2L +26156 RSL1D1 +26157 GIMAP2 +26160 IFT172 +26168 SENP3 +2617 GARS +261726 TIPRL +26173 INTS1 +261734 NPHP4 +261735 CGI-148P +26175 TMEM251 +2618 GART +2619 GAS1 +26190 FBXW2 +26191 PTPN22 +262 AMD1 +2620 GAS2 +26206 SPAG8 +26207 PITPNC1 +2621 GAS6 +2622 GAS8 +26224 FBXL3 +26225 ARL5A +26226 FBXW4P1 +26227 PHGDH +26228 STAP1 +26229 B3GAT3 +2623 GATA1 +26230 TIAM2 +26231 LRRC29 +26232 FBXO2 +26233 FBXL6 +26234 FBXL5 +26235 FBXL4 +2624 GATA2 +26240 FAM50B +26249 KLHL3 +26251 KCNG2 +26253 CLEC4E +26255 PTTG3P +26256 CABYR +26258 BLOC1S6 +26259 FBXW8 +26260 FBXO25 +26262 TSPAN17 +26263 FBXO22 +26266 SLC13A4 +26267 FBXO10 +26268 FBXO9 +26269 FBXO8 +2627 GATA6 +26270 FBXO6 +26271 FBXO5 +26272 FBXO4 +26273 FBXO3 +26275 HIBCH +26276 VPS33B +26277 TINF2 +26278 SACS +2628 GATM +26284 ERAL1 +26286 ARFGAP3 +26289 AK5 +2629 GBA +26290 GALNT8 +26297 SERGEF +26298 EHF +2630 GBAP1 +26301 GBGT1 +2631 GBAS +2632 GBE1 +2633 GBP1 +26330 GAPDHS +2634 GBP2 +2635 GBP3 +26354 GNL3 +26355 FAM162A +2639 GCDH +2643 GCH1 +2644 GCHFR +2645 GCK +26469 PTPN18 +2647 BLOC1S1 +26471 NUPR1 +26472 PPP1R14B +2648 KAT2A +2649 NR6A1 +26499 PLEK2 +2650 GCNT1 +26502 NARF +26503 SLC17A5 +26504 CNNM4 +26505 CNNM3 +2651 GCNT2 +26511 CHIC2 +26512 INTS6 +26515 FXC1 +26517 TIMM13 +26519 TIMM10 +2652 OPN1MW +26520 TIMM9 +26521 TIMM8B +26523 EIF2C1 +26524 LATS2 +26526 TSPAN16 +26528 DAZAP1 +26529 OR12D2 +2653 GCSH +26531 OR11A1 +26548 ITGB1BP2 +26574 AATF +26575 RGS17 +26576 SRPK3 +26578 OSTF1 +26579 MYEOV +26580 BSCL2 +26583 DUX2 +26586 CKAP2 +26589 MRPL46 +26608 TBL2 +2661 GDF9 +26610 ELP4 +2664 GDI1 +266623 SLC25A5P1 +266625 NDUFA9P1 +266655 LINC00094 +266675 BEST4 +2667 GDI2P1 +266723 PSMC6P1 +266724 HSPA9P1 +266727 MDGA1 +266747 RGL4 +266783 PSMD2P1 +266812 NAP1L5 +2669 GEM +26692 OR2W1 +267 AMFR +2670 GFAP +267002 PGBD2 +267005 PGBD3P1 +267008 PGBD3P4 +267009 RPS9P2 +267010 RNU12 +267020 ATP5L2 +26707 OR2J2 +2671 GFER +26716 OR2H1 +2672 GFI1 +2673 GFPT1 +26747 NUFIP1 +2675 GFRA2 +26750 RPS6KC1 +26751 SH3YL1 +26762 HAVCR1 +26768 RNU105A +26769 SNORD81 +2677 GGCX +26770 SNORD79 +26771 SNORD102 +26772 SNORD4B +26773 SNORD4A +26774 SNORD80 +26775 SNORA72 +26778 SNORA70 +26779 SNORA69 +2678 GGT1 +26780 SNORA68 +26781 SNORA67 +26782 SNORA66 +26783 SNORA65 +26784 SNORA64 +26785 SNORD63 +26786 SNORD62A +26788 SNORD60 +26789 SNORD59A +26791 SNORD58A +26795 SNORD54 +26796 SNORD53 +26797 SNORD52 +26799 SNORD50A +26800 SNORD49A +26801 SNORD48 +26802 SNORD47 +26804 SNORD45B +26805 SNORD45A +26806 SNORD44 +26807 SNORD43 +2681 GGTA1P +26811 SNORD55 +26813 SNORD36C +26815 SNORD36A +26816 SNORD35A +26817 SNORD34 +26818 SNORD33 +26819 SNORD32A +26820 SNORD24 +26821 SNORA74A +26822 SNORD14A +26824 RNU11 +26827 RNU6-1 +26828 RNU5F-1 +26829 RNU5E-1 +2683 B4GALT1 +26830 RNU5D-1 +26831 RNU5A-1 +26832 RNU5B-1 +26834 RNU4-2 +26835 RNU4-1 +26851 SNORD3B-1 +26855 RNU2-2 +26863 RNU1-5 +26864 RNU1-9 +26865 RNU1-7 +26866 RNU1-8 +26869 RNU1-3 +2687 GGT5 +26870 RNU1-2 +26871 RNU1-1 +26873 OPLAH +26953 RANBP6 +26958 COPG2 +26959 HBP1 +2696 GIPR +26960 NBEA +26973 CHORDC1 +26974 ZNF285 +26984 SEC22A +26986 PABPC1 +26993 AKAP8L +26994 RNF11 +26995 TRUB2 +26996 GPR160 +26999 CYFIP2 +27 ABL2 +27000 DNAJC2 +27004 TCL6 +27005 USP21 +27010 TPK1 +27013 CNPPD1 +27018 NGFRAP1 +27020 NPTN +27030 MLH3 +27031 NPHP3 +27032 ATP2C1 +27033 ZBTB32 +27034 ACAD8 +27035 NOX1 +27036 SIGLEC7 +27037 TRMT2A +27039 PKD2L2 +27040 LAT +27042 DIEXF +27043 PELP1 +27044 SND1 +2706 GJB2 +27065 NSG1 +27067 STAU2 +27068 PPA2 +27071 DAPP1 +27072 VPS41 +27074 LAMP3 +27075 TSPAN13 +27076 LYPD3 +27077 B9D1 +27079 RPUSD2 +27085 MTBP +27086 FOXP1 +27087 B3GAT1 +27089 UQCRQ +27090 ST6GALNAC4 +27094 KCNMB3 +27095 TRAPPC3 +27097 TAF5L +27099 SND1-IT1 +271 AMPD2 +2710 GK +27101 CACYBP +27102 EIF2AK1 +27106 ARRDC2 +27107 ZBTB11 +27109 ATP5S +27113 BBC3 +27115 PDE7B +27122 DKK3 +27125 AFF4 +27127 SMC1B +27128 CYTH4 +2713 GK3P +27130 INVS +27132 CPNE7 +27134 TJP3 +27136 MORC1 +27141 CIDEB +27146 FAM184B +27148 STK36 +27151 CPAMD8 +27152 INTU +27153 ZNF777 +27154 BRPF3 +27158 NDOR1 +27161 EIF2C2 +27163 NAAA +27165 GLS2 +27166 PRELID1 +2717 GLA +27173 SLC39A1 +27175 TUBG2 +27180 SIGLEC9 +27183 VPS4A +27184 DISC2 +27185 DISC1 +27197 GPR82 +272 AMPD3 +2720 GLB1 +27202 GPR77 +27229 TUBGCP4 +27230 SERP1 +27232 GNMT +27235 COQ2 +27236 ARFIP1 +27238 GPKOW +27239 GPR162 +27240 SIT1 +27241 BBS9 +27242 TNFRSF21 +27243 CHMP2A +27244 SESN1 +27245 AHDC1 +27246 RNF115 +27247 NFU1 +27248 ERLEC1 +27249 MMADHC +27252 KLHL20 +27257 LSM1 +27258 LSM3 +27284 SULT1B1 +27289 RND1 +2729 GCLC +27292 DIMT1 +27294 DHDH +27297 CRCP +27299 ADAMDEC1 +273 AMPH +2730 GCLM +27300 ZNF544 +27301 APEX2 +27303 RBMS3 +27306 HPGDS +27309 ZNF330 +27314 RAB30 +27315 PGAP2 +27316 RBMX +2732 GLDCP1 +27327 TNRC6A +27329 ANGPTL3 +2733 GLE1 +27330 RPS6KA6 +27332 ZNF638 +27333 GOLIM4 +27334 P2RY10 +27335 EIF3K +27336 HTATSF1 +27338 UBE2S +27339 PRPF19 +2734 GLG1 +27340 UTP20 +27341 RRP7A +27342 RABGEF1 +27345 KCNMB4 +27346 TMEM97 +27347 STK39 +27348 TOR1B +27349 MCAT +2735 GLI1 +27350 APOBEC3C +27351 DESI1 +27352 SGSM3 +2738 GLI4 +2739 GLO1 +274 BIN1 +2741 GLRA1 +27429 HTRA2 +27430 MAT2B +27433 TOR2A +27434 POLM +27436 EML4 +27439 CECR6 +2744 GLS +27440 CECR5 +27443 CECR2 +2745 GLRX +2747 GLUD2 +275 AMT +2752 GLUL +276 AMY1A +2760 GM2A +2762 GMDS +2764 GMFB +2765 GML +2766 GMPR +2767 GNA11 +2768 GNA12 +2769 GNA15 +277 AMY1B +2770 GNAI1 +2771 GNAI2 +2773 GNAI3 +2774 GNAL +2775 GNAO1 +2776 GNAQ +2777 GNAQP1 +278 AMY1C +2780 GNAT2 +2781 GNAZ +2782 GNB1 +2783 GNB2 +2785 GNG3 +2786 GNG4 +2787 GNG5 +2788 GNG7 +279 AMY2A +2791 GNG11 +2793 GNGT2 +2794 GNL1 +2796 GNRH1 +2798 GNRHR +2799 GNS +28 ABO +280 AMY2B +2800 GOLGA1 +2801 GOLGA2 +2802 GOLGA3 +2803 GOLGA4 +2804 GOLGB1 +2806 GOT2 +280636 C11orf31 +280644 PSMD10P2 +280655 IGBP1P1 +280658 SSX7 +280659 SSX8 +280661 EIF1AXP1 +2811 GP1BA +2814 GP5 +2815 GP9 +2817 GPC1 +2819 GPD1 +2820 GPD2 +2821 GPI +2822 GPLD1 +28227 PPP2R3B +2823 GPM6A +28232 SLCO3A1 +2824 GPM6B +282566 LINC00515 +282679 AQP11 +282694 NASPP1 +282809 POC1B +282890 ZNF311 +2829 XCR1 +283 ANG +283104 SBF2-AS1 +283106 CSNK2A1P +283114 RPS25P1 +283130 SLC25A45 +283131 NEAT1 +283143 LOC283143 +283149 BCL9L +283152 CCDC153 +283174 LOC283174 +283194 LOC283194 +283209 PGM2L1 +283212 KLHL35 +283219 KCTD21 +283226 FNTAP1 +283229 EFCAB4A +283232 TMEM80 +283234 CCDC88B +283237 TTC9C +283254 HARBI1 +283267 LINC00294 +283284 IGSF22 +283298 OLFML1 +2833 CXCR3 +283314 C1RL-AS1 +283316 CD163L1 +283335 LOC283335 +283337 ZNF740 +283345 RPL13P5 +283349 RASSF3 +283358 B4GALNT3 +283373 ANKRD52 +283377 SPRYD4 +283383 GPR133 +283385 MORN3 +283398 SUCLG2P2 +283412 RPL29P12 +283416 C12orf61 +283417 DPY19L2 +283420 CLEC9A +283431 GAS2L3 +283440 LOC283440 +283446 MYO1H +283450 HECTD4 +283458 NME2P1 +283459 GATC +283461 C12orf40 +283464 GXYLT1 +283471 TMPRSS12 +283481 FGF14-AS2 +283487 LINC00346 +283489 CHAMP1 +283507 SUGT1P3 +283514 SIAH3 +283518 KCNRG +283521 LINC00282 +283523 TERF1P5 +283537 SLC46A3 +283547 LINC00639 +283551 C14orf182 +283554 GPR137C +283571 PROX2 +283578 TMED8 +283579 C14orf178 +283587 LOC283587 +283588 LOC283588 +283596 SNHG10 +283603 RPL26P4 +283624 LINC00641 +283629 TSSK4 +283635 FAM177A1 +283638 KIAA0284 +283643 C14orf80 +283651 HMGN2P46 +283652 SLC24A5 +283663 LOC283663 +283677 C15orf60 +283687 C15orf37 +283692 LOC283692 +283693 LOC283693 +283698 SYNGR2P1 +283710 LOC283710 +283742 FAM98B +283755 HERC2P3 +283761 LOC283761 +283768 GOLGA8G +283796 GOLGA8I +2838 GPR15 +283807 FBXL22 +283820 NOMO2 +283847 CCDC79 +283848 CES4A +283849 EXOC3L1 +283870 BRICD5 +283871 PGP +283876 FLJ39639 +283887 LOC283887 +283888 IL21R-AS1 +283897 C16orf54 +283899 INO80E +283922 LOC283922 +283927 NUDT7 +283932 FBXL19-AS1 +283948 NHLRC4 +283951 C16orf91 +283970 PDXDC2P +283971 CLEC18C +283981 LINC00685 +283982 LINC00469 +283987 HID1 +283989 TSEN54 +283991 FAM100B +284 ANGPT1 +284001 CCDC57 +284004 HEXDC +284009 LOC284009 +284013 VMO1 +284018 C17orf58 +284021 MILR1 +284023 LOC284023 +284029 LINC00324 +284047 CCDC144B +284058 KANSL1 +284071 C17orf104 +284086 NEK8 +284098 PIGW +284099 C17orf78 +2841 GPR18 +284100 LOC284100 +284106 CISD3 +284110 GSDMA +284114 TMEM102 +284119 PTRF +284129 SLC26A11 +284131 ENDOV +284161 GDPD1 +284167 POLRMTP1 +284184 C17orf89 +284194 LGALS9B +2842 GPR19 +284207 METRNL +284215 DLGAP1-AS5 +284217 LAMA1 +284232 ANKRD20A9P +284233 CYP4F35P +284252 KCTD1 +284257 BOD1L2 +284260 LOC284260 +284266 SIGLEC15 +284273 ZADH2 +284297 SSC5D +284306 ZNF547 +284307 ZIK1 +284309 ZNF776 +284323 ZNF780A +284325 C19orf54 +284346 ZNF575 +284349 ZNF283 +284352 PPP1R37 +284353 NKPD1 +284358 MAMSTR +284361 EMC10 +284367 SIGLEC17P +284370 ZNF615 +284371 ZNF841 +284385 LOC284385 +284390 ZNF763 +284391 ZNF844 +2844 GPR21 +284403 WDR62 +284406 ZFP82 +284408 ZNF790-AS1 +284412 LOC284412 +284417 TMEM150B +284439 SLC25A42 +284440 LINC00663 +284441 LOC284441 +284443 ZNF493 +284454 LOC284454 +284459 HKR1 +284486 THEM5 +2845 GPR22 +284565 NBPF15 +284581 LOC284581 +284593 FAM41C +284611 FAM102B +284613 CYB561D1 +284615 ANKRD34A +284618 RUSC1-AS1 +284649 SMG7-AS1 +284672 PTGES3P1 +284677 C1orf204 +284685 LOC284685 +284695 ZNF326 +284697 BTBD8 +284702 HNRNPU-AS1 +284716 RIMKLA +284723 SLC25A34 +2848 GPR25 +284821 RPL13AP7 +284837 LOC284837 +284889 LOC284889 +284900 TTC28-AS1 +284942 RPL23AP82 +284958 NT5DC4 +284992 CCDC150 +284996 RNF149 +285 ANGPT2 +285016 FAM150B +285025 CCDC141 +285033 LOC285033 +285051 C2orf61 +285053 RPL18AP6 +285074 LOC285074 +285093 CXXC11 +285095 LOC285095 +285097 FLJ38379 +28511 NKIRAS2 +285116 AHCTF1P1 +28512 NKIRAS1 +28514 DLL1 +285148 IAH1 +285154 CYP1B1-AS1 +285172 FAM126B +285175 UNC80 +285180 RUFY4 +285189 PLGLA +285190 RGPD4 +285193 DUSP28 +285195 SLC9A9 +285203 EOGT +285232 LOC285232 +285237 C3orf38 +285266 ENTPD3-AS1 +285267 ZNF619 +285268 ZNF621 +285282 RABL3 +285313 IGSF10 +285315 C3orf33 +285329 UBQLN4P1 +285331 CCDC66 +285335 SLC9C1 +285343 TCAIM +285346 ZNF852 +285349 ZNF660 +285352 FLJ39534 +285359 LOC285359 +285362 SUMF1 +285367 RPUSD3 +285368 PRRT3 +285381 DPH3 +285386 TPRG1 +285429 DCAF4L1 +285440 CYP4V2 +285456 RPL34-AS1 +285463 LOC285463 +285464 CRIPAK +285498 RNF212 +285512 FAM13A-AS1 +285513 GPRIN3 +285521 COX18 +285527 FRYL +285533 RNF175 +285540 LOC285540 +285550 FAM200B +285555 STPG2 +285590 SH3PXD2B +285591 LOC285591 +285593 LOC285593 +285596 FAM153A +285598 ARL10 +285600 KIAA0825 +285601 GPR150 +285605 DTWD2 +285613 RELL2 +285636 C5orf51 +285641 SLC36A3 +285672 SREK1IP1 +285676 ZNF454 +2857 GPR34 +285704 RGMB +285737 CCRL1P1 +285740 LOC285740 +285741 LOC285741 +285753 CEP57L1 +285755 PPIL6 +285758 LOC285758 +285761 DCBLD1 +285762 LOC285762 +285780 LY86-AS1 +285785 RPL39P3 +285819 LOC285819 +285829 SUMO2P1 +285830 HLA-F-AS1 +285834 HCG22 +285847 LOC285847 +285848 PNPLA1 +285849 COX6A1P2 +285852 TREML4 +285855 RPL7L1 +2859 GPR35 +285900 RPL6P20 +285905 INTS4L1 +285908 LINC00174 +285941 C7orf71 +285955 SPDYE1 +285958 SNHG15 +285962 FLJ40852 +285965 EPHA1-AS1 +285966 FAM115C +285971 ZNF775 +285972 LOC285972 +285973 ATG9B +285989 ZNF789 +286 ANK1 +286006 C7orf53 +286016 TPI1P2 +286042 FAM86B3P +286046 XKR6 +286053 NSMCE2 +286065 MAPK6PS4 +286075 ZNF707 +286076 BREA2 +286077 FAM83H +286097 EFHA2 +286101 ZNF252P +286102 TMED10P1 +286103 ZNF252P-AS1 +286122 C8orf31 +286128 ZFP41 +286140 RNF5P1 +286144 TRIQK +286148 DPY19L4 +286149 LOC286149 +286189 LOC286189 +286190 LOC286190 +286204 CRB2 +286205 SCAI +286207 C9orf117 +286223 C9orf47 +286257 C9orf142 +286262 TPRN +286319 TUSC1 +286333 FAM225A +286336 FAM78A +286365 OR13D1 +286367 LOC286367 +286380 FOXD4L3 +286410 ATP11C +286423 MRRFP1 +286430 NLRP2P +286437 LOC286437 +286442 LOC286442 +286444 RPS2P55 +286451 YIPF6 +286460 FAM3C2 +286467 LOC286467 +286480 UBE2E4P +286494 BRAFP1 +286495 TTC3P1 +2865 FFAR3 +286527 TMSB15B +286530 P2RY8 +286554 BCORP1 +286676 ILDR1 +2867 FFAR2 +2868 GRK4 +286826 LIN9 +286827 TRIM59 +286967 FAM223B +287 ANK2 +2870 GRK6 +2871 GRK6P1 +2872 MKNK2 +2873 GPS1 +2874 GPS2 +2875 GPT +2876 GPX1 +2877 GPX2 +2878 GPX3 +2879 GPX4 +2882 GPX7 +2885 GRB2 +2887 GRB10 +2888 GRB14 +2889 RAPGEF1 +2892 GRIA3 +2893 GRIA4 +28951 TRIB2 +28952 CCDC22 +28955 DEXI +28956 LAMTOR2 +28957 MRPS28 +28958 COA3 +28959 TMEM176B +2896 GRN +28960 DCPS +28962 OSTM1 +28964 GIT1 +28966 SNX24 +28968 SLC6A16 +28969 BZW2 +2897 GRIK1 +28970 C11orf54 +28971 AAMDC +28972 SPCS1 +28973 MRPS18B +28974 C19orf53 +28976 ACAD9 +28977 MRPL42 +28978 TMEM14A +28981 IFT81 +28982 FLVCR1 +28983 TMPRSS11E +28984 RGCC +28985 MCTS1 +28986 MAGEH1 +28987 NOB1 +28988 DBNL +28989 NTMT1 +28990 ASTE1 +28991 COMMD5 +28992 MACROD1 +28996 HIPK2 +28998 MRPL13 +28999 KLF15 +29 ABR +290 ANPEP +2900 GRIK4 +29015 SLC43A3 +29018 FOXN3-AS2 +29028 ATAD2 +2903 GRIN2A +29035 C16orf72 +29044 C9orf38 +2905 GRIN2C +29057 FAM156A +2906 GRIN2D +29062 WDR91 +29063 ZCCHC4 +29065 ASAP1-IT1 +29066 ZC3H7A +29068 ZBTB44 +2907 GRINA +29071 C1GALT1C1 +29072 SETD2 +29074 MRPL18 +29078 NDUFAF4 +29079 MED4 +2908 NR3C1 +29080 CCDC59 +29081 METTL5 +29082 CHMP4A +29083 GTPBP8 +29085 PHPT1 +29086 BABAM1 +29087 THYN1 +29088 MRPL15 +29089 UBE2T +2909 ARHGAP35 +29090 TIMM21 +29091 STXBP6 +29092 LINC00339 +29093 MRPL22 +29094 LGALSL +29095 ORMDL2 +29097 CNIH4 +29098 RANGRF +29099 COMMD9 +291 SLC25A4 +29100 TMEM208 +29101 SSU72 +29102 DROSHA +29103 DNAJC15 +29104 N6AMT1 +29105 C16orf80 +29106 SCG3 +29108 PYCARD +29109 FHOD1 +29110 TBK1 +29113 C6orf15 +29115 SAP30BP +29116 MYLIP +29117 BRD7 +29121 CLEC2D +29123 ANKRD11 +29125 C11orf21 +29126 CD274 +29127 RACGAP1 +29128 UHRF1 +2913 GRM3 +2917 GRM7 +2919 CXCL1 +292 SLC25A5 +2920 CXCL2 +2921 CXCL3 +2923 PDIA3 +2925 GRPR +2926 GRSF1 +293 SLC25A6 +2931 GSK3A +2932 GSK3B +2934 GSN +2935 GSPT1 +2936 GSR +2941 GSTA4 +2944 GSTM1 +2946 GSTM2 +2947 GSTM3 +2948 GSTM4 +2950 GSTP1 +2952 GSTT1 +2954 GSTZ1 +2956 MSH6 +2957 GTF2A1 +2958 GTF2A2 +2959 GTF2B +2960 GTF2E1 +2961 GTF2E2 +2962 GTF2F1 +2963 GTF2F2 +2964 GTF2F2P1 +2965 GTF2H1 +2966 GTF2H2 +2967 GTF2H3 +2968 GTF2H4 +2969 GTF2I +2970 GTF2IP1 +2971 GTF3A +2972 BRF1 +2974 GUCY1B2 +2975 GTF3C1 +2976 GTF3C2 +29761 USP25 +29765 TMOD4 +29766 TMOD3 +29767 TMOD2 +29768 SDHDP6 +29774 POM121L9P +29777 ABT1 +29780 PARVB +29781 NCAPH2 +29785 CYP2S1 +29789 OLA1 +2979 GUCA1B +29796 UQCR10 +29798 C2orf27A +29799 YPEL1 +29801 ZDHHC8 +29802 VPREB3 +29803 REPIN1 +2982 GUCY1A3 +2983 GUCY1B3 +2984 GUCY2C +29841 GRHL1 +29842 TFCP2L1 +29843 SENP1 +29844 TFPT +29851 ICOS +29855 UBN1 +2987 GUK1 +29880 ALG5 +29882 ANAPC2 +29883 CNOT7 +29886 SNX8 +29887 SNX10 +29888 STRN4 +29889 GNL2 +29890 RBM15B +29893 PSMC3IP +29894 CPSF1 +29896 TRA2A +29899 GPSM2 +2990 GUSB +29901 SAC3D1 +29902 FAM216A +29903 CCDC106 +29904 EEF2K +29909 GPR171 +29911 HOOK2 +29914 UBIAD1 +29915 HCFC2 +29916 SNX11 +29919 C18orf8 +2992 GYG1 +29920 PYCR2 +29922 NME7 +29923 HILPDA +29924 EPN1 +29925 GMPPB +29926 GMPPA +29927 SEC61A1 +29928 TIMM22 +29929 ALG6 +29933 GPR132 +29934 SNX12 +29935 RPA4 +29937 NENF +29940 DSE +29941 PKN3 +29944 PNMA3 +29945 ANAPC4 +29946 SERTAD3 +29948 OSGIN1 +29949 IL19 +2995 GYPC +29950 SERTAD1 +29952 DPP7 +29954 POMT2 +29956 CERS2 +29957 SLC25A24 +29959 NRBP1 +2996 GYPE +29960 FTSJ2 +29964 PRICKLE4 +29965 C16orf5 +29966 STRN3 +29967 LRP12 +29968 PSAT1 +29969 MDFIC +2997 GYS1 +29978 UBQLN2 +29979 UBQLN1 +2998 GYS2 +29980 DONSON +29985 SLC39A3 +29988 SLC2A8 +2999 GZMH +29990 PILRB +29992 PILRA +29993 PACSIN1 +29994 BAZ2B +29997 GLTSCR2 +29998 GLTSCR1 +3 A2MP1 +30 ACAA1 +30000 TNPO2 +30001 ERO1L +30008 EFEMP2 +30009 TBX21 +3001 GZMA +30011 SH3KBP1 +3002 GZMB +3003 GZMK +3004 GZMM +3005 H1F0 +3006 HIST1H1C +30061 SLC40A1 +3007 HIST1H1D +3008 HIST1H1E +3009 HIST1H1B +301 ANXA1 +3012 HIST1H2AE +3014 H2AFX +3015 H2AFZ +3017 HIST1H2BD +3018 HIST1H2BB +302 ANXA2 +3020 H3F3A +3021 H3F3B +3024 HIST1H1A +3028 HSD17B10 +3029 HAGH +303 ANXA2P1 +3030 HADHA +3031 HADHAP1 +3032 HADHB +3033 HADH +3034 HAL +3035 HARS +3036 HAS1 +3038 HAS3 +3039 HBA1 +304 ANXA2P2 +3040 HBA2 +3043 HBB +3045 HBD +3047 HBG1 +3048 HBG2 +3052 HCCS +3053 SERPIND1 +3054 HCFC1 +3059 HCLS1 +306 ANXA3 +3061 HCRTR1 +3064 HTT +3065 HDAC1 +3066 HDAC2 +3067 HDC +3068 HDGF +3069 HDLBP +307 ANXA4 +3071 NCKAP1L +3073 HEXA +3074 HEXB +3075 CFH +3077 HFE +308 ANXA5 +3081 HGD +30812 SOX8 +30815 ST6GALNAC6 +30816 ERVW-1 +30817 EMR2 +3082 HGF +30827 CXXC1 +30832 ZNF354C +30833 NT5C +30834 ZNRD1 +30835 CD209 +30836 DNTTIP2 +30837 SOCS7 +3084 NRG1 +30844 EHD4 +30845 EHD3 +30846 EHD2 +30848 CTAG2 +30849 PIK3R4 +30850 CDR2L +30851 TAX1BP3 +309 ANXA6 +3090 HIC1 +3091 HIF1A +3092 HIP1 +3093 UBE2K +3094 HINT1 +3096 HIVEP1 +30968 STOML2 +3097 HIVEP2 +3099 HK2 +31 ACACA +3101 HK3 +3104 ZBTB48 +3105 HLA-A +3106 HLA-B +3107 HLA-C +3108 HLA-DMA +3109 HLA-DMB +3111 HLA-DOA +3112 HLA-DOB +3113 HLA-DPA1 +3115 HLA-DPB1 +3116 HLA-DPB2 +3117 HLA-DQA1 +3118 HLA-DQA2 +3119 HLA-DQB1 +3120 HLA-DQB2 +3122 HLA-DRA +3123 HLA-DRB1 +3125 HLA-DRB3 +3127 HLA-DRB5 +3128 HLA-DRB6 +313 AOAH +3131 HLF +3133 HLA-E +3134 HLA-F +3135 HLA-G +3136 HLA-H +3137 HLA-J +3138 HLA-K +3139 HLA-L +314 AOC2 +3140 MR1 +3141 HLCS +3142 HLX +3145 HMBS +3146 HMGB1 +3148 HMGB2 +3149 HMGB3 +3150 HMGN1 +3151 HMGN2 +3155 HMGCL +3156 HMGCR +3157 HMGCS1 +3159 HMGA1 +316 AOX1 +3161 HMMR +3162 HMOX1 +3163 HMOX2 +3164 NR4A1 +317 APAF1 +3176 HNMT +317648 NOP14-AS1 +317649 EIF4E3 +317671 RFESD +317684 MAPK6PS3 +317686 MAPK6PS1 +3177 SLC29A2 +317719 KLHL10 +317727 LOC317727 +317749 DHRS4L2 +317751 MESTIT1 +317753 PSMD12P +317760 ADAM20P1 +317762 CCDC85C +317767 SCOCP1 +317772 HIST2H2AB +317775 CHORDC2P +317781 DDX51 +317784 COILP1 +3178 HNRNPA1 +318 NUDT2 +3181 HNRNPA2B1 +3182 HNRNPAB +3183 HNRNPC +3184 HNRNPD +3187 HNRNPH1 +3188 HNRNPH2 +319 APOF +3190 HNRNPK +319085 ITPK1-AS1 +319087 COX5AP2 +3191 HNRNPL +319101 KRT73 +319103 SNORD8 +319111 DNAJC8P1 +319117 EIF3LP1 +319135 RPL10AP1 +319137 ATP5G1P2 +319138 BNIP3P1 +319139 SNORD56B +319140 GCATP1 +319143 RPL21P10 +319145 RPL21P8 +3192 HNRNPU +3198 HOXA1 +3199 HOXA2 +32 ACACB +320 APBA1 +3200 HOXA3 +321 APBA2 +3212 HOXB2 +3213 HOXB3 +3214 HOXB4 +322 APBB1 +3221 HOXC4 +323 APBB2 +324 APC +3240 HP +3241 HPCAL1 +3242 HPD +3248 HPGD +3250 HPR +3251 HPRT1 +326 AIRE +326105 UBE2CP1 +326268 ABI1P1 +326269 SRMP2 +326276 SF3B4P1 +326279 RPL15P2 +326299 RPL27P1 +326303 RPL36P3 +326307 RPL3P4 +326308 RPL41P4 +326309 RPL7AP5 +326310 RPL7AP6 +326320 RPS18P2 +326321 RPS24P2 +326322 RPS24P3 +326342 EMR4P +3265 HRAS +326596 MAD2L1P1 +326605 NCOA4P1 +326613 NUTF2P2 +326616 PDLIM1P +326624 RAB37 +326625 MMAB +326626 PTMAP7 +3267 AGFG1 +3268 AGFG2 +3269 HRH1 +327 APEH +3274 HRH2 +3275 PRMT2 +3276 PRMT1 +328 APEX1 +3280 HES1 +3281 HSBP1 +329 BIRC2 +3290 HSD11B1 +3291 HSD11B2 +3292 HSD17B1 +3293 HSD17B3 +3295 HSD17B4 +3297 HSF1 +3298 HSF2 +3299 HSF4 +330 BIRC3 +3300 DNAJB2 +3301 DNAJA1 +3303 HSPA1A +3304 HSPA1B +3305 HSPA1L +3306 HSPA2 +3308 HSPA4 +3309 HSPA5 +331 XIAP +3310 HSPA6 +3311 HSPA7 +3312 HSPA8 +3313 HSPA9 +3314 HSPA8P1 +3315 HSPB1 +3320 HSP90AA1 +3321 IGSF3 +3322 HSP90AA3P +3323 HSP90AA4P +3324 HSP90AA2 +3326 HSP90AB1 +3327 HSP90AB3P +3329 HSPD1 +3336 HSPE1 +3337 DNAJB1 +3338 DNAJC4 +3339 HSPG2 +333926 PPM1J +333929 SNAI3 +333932 HIST2H3A +334 APLP2 +3340 NDST1 +3344 FOXN2 +3355 HTR1F +3357 HTR2B +3358 HTR2C +3359 HTR3A +3364 HUS1 +3371 TNC +3373 HYAL1 +3376 IARS +337867 UBAC2 +337873 HIST2H2BC +337875 HIST2H2BA +338069 ST7-OT4 +338095 PSME2P3 +338096 PSME2P4 +338099 PSME2P2 +3382 ICA1 +3383 ICAM1 +338321 NLRP9 +338339 CLEC4D +338376 IFNE +338398 TAS2R60 +3384 ICAM2 +338412 TAS2R64P +338413 TAS2R63P +338428 SNORD109A +338440 ANO9 +338442 HCAR2 +338470 MESTP1 +3385 ICAM3 +3386 ICAM4 +338651 LOC338651 +338657 CCDC84 +338692 ANKRD13D +338699 ANKRD42 +338758 LOC338758 +338799 LOC338799 +338809 C12orf74 +338811 FAM19A2 +338817 LOC338817 +338870 RPS12P23 +339005 WHAMMP3 +339044 PKD1P1 +339059 FLJ40448 +339105 PRSS53 +339122 RAB43 +339123 JMJD8 +339175 METTL2A +339184 CCDC144NL +339201 ASB16-AS1 +339210 C17orf67 +339229 OXLD1 +339230 CCDC137 +339231 ARL16 +339263 C17orf51 +339287 MSL1 +339290 LINC00667 +339298 LOC339298 +339318 ZNF181 +339324 ZNF260 +339327 ZNF546 +339344 MYPOP +339366 ADAMTSL5 +339390 CLEC4G +3394 IRF8 +339403 RXFP4 +339448 C1orf174 +339451 KLHL17 +339483 MTMR9LP +339487 ZBTB8OS +339488 TFAP2E +339500 ZNF678 +339529 LOC339529 +339541 C1orf228 +339559 ZNF642 +3396 ICT1 +339665 SLC35E4 +339666 LOC339666 +339745 SPOPL +339751 MLK7-AS1 +339768 ESPNL +339789 LINC00299 +339799 EIF3FP3 +3398 ID2 +339803 LOC339803 +339804 C2orf74 +339829 CCDC39 +339834 CCDC36 +339855 KY +339874 LOC339874 +339879 ALG1L6P +339883 C3orf35 +339894 LOC339894 +339896 GADL1 +3399 ID3 +339929 LPP-AS2 +339942 H1FX-AS1 +339970 GCOM2 +339977 LRRC66 +34 ACADM +340037 PRR7-AS1 +340061 TMEM173 +340075 ARSI +340152 ZC3H12D +340156 MYLK4 +340168 DPPA5 +340192 IQCB2P +340205 TREML1 +340206 TREML3P +340252 ZNF680 +340277 FAM221A +340307 CTAGE6P +340348 TSPAN33 +340351 AGBL3 +340371 NRBP2 +340385 ZNF517 +340390 KIAA1875 +340481 ZDHHC21 +340485 ACER2 +340499 IMPDH1P1 +340526 RGAG4 +340527 NHSL2 +340533 KIAA2022 +340542 BEX5 +340544 MORF4L2-AS1 +340547 VSIG1 +340554 ZC3H12B +340591 CA5BP1 +341 APOC1 +341019 DCDC1 +341056 LOC341056 +341208 HEPHL1 +341315 PABPC1P4 +341346 C12orf70 +341350 OVCH1 +341392 ACSM4 +341689 CTAGE16P +3417 IDH1 +3418 IDH2 +341883 LRRC9 +3419 IDH3A +3421 IDH3G +342125 TMC3 +342132 ZNF774 +342184 FMN1 +3423 IDS +342346 C16orf96 +342357 ZKSCAN2 +342371 ATXN1L +342372 PKD1L3 +3425 IDUA +342510 CD300E +342527 SMTNL2 +342538 NACA2 +342618 SLFN14 +342705 PGDP1 +342732 KRT8P5 +3428 IFI16 +342850 ANKRD62 +342892 ZNF850 +342897 NCCRP1 +3429 IFI27 +342908 ZNF404 +342909 ZNF284 +342926 ZNF677 +342945 ZSCAN22 +342979 PALM3 +3430 IFI35 +343099 CCDC18 +3431 SP110 +343173 OR2T3 +343332 FDPSP1 +343413 FCRL6 +343477 HSP90B3P +343495 RPL6P2 +343505 NBPF7 +343521 TCTEX1D4 +343819 MRPL51P2 +343990 KIAA1211L +344167 FOXI3 +344371 SLC25A5P2 +344405 PRORSD1P +344423 RPS12P3 +344462 KRT18P39 +344471 RPL12P17 +344558 SH3RF3 +344595 LOC344595 +344653 LOC344653 +344709 CCDC75P1 +344787 ZNF860 +344807 CD200R1L +344813 GSTO3P +344887 LOC344887 +344967 LOC344967 +344988 SAR1AP3 +345016 PES1P1 +345041 HSPD1P5 +345051 LOC345051 +345193 LRIT3 +345258 BIN2P1 +345275 HSD17B13 +3454 IFNAR1 +345462 ZNF879 +345471 LOC345471 +3455 IFNAR2 +345611 IRGM +345645 PSMC1P4 +345757 FAM174A +345778 MTX3 +3458 IFNG +345829 BTF3P10 +345895 RSPH4A +3459 IFNGR1 +345930 ECT2L +3460 IFNGR2 +346007 EYS +346085 GAPDHP72 +346157 ZNF391 +346171 ZFP57 +346389 MACC1 +346528 OR2A1 +346990 H2AFZP2 +347051 SLC10A5 +347097 LOC347097 +347193 PES1P2 +347240 KIF24 +347265 KRT8P11 +347292 RPL36P14 +347333 KRT8P14 +347344 ZNF81 +347381 LOC347381 +347404 LANCL3 +347422 LOC347422 +347442 DCAF8L2 +347454 SOWAHD +3475 IFRD1 +347517 RAB41 +3476 IGBP1 +347701 S100A11P2 +347720 COTL1P2 +347732 CATSPER3 +347734 SLC35B2 +347735 SERINC2 +347736 NME9 +347744 C6orf52 +347746 PAR-SN +347862 PDDC1 +3479 IGF1 +347902 AMIGO2 +347918 EP400NL +348 APOE +3480 IGF1R +348013 FAM70B +348093 RBPMS2 +348094 ANKDD1A +348110 C15orf38 +348156 PKD1P5 +348174 CLEC18A +348180 CTU2 +3482 IGF2R +348235 SKA2 +348254 CCDC144C +348262 FAM195B +3483 IGFALS +348327 ZNF530 +348378 FAM159A +3485 IGFBP2 +348567 TERF1P1 +3486 IGFBP3 +348645 C22orf34 +348654 GEN1 +3487 IGFBP4 +348751 FONG +348793 WDR53 +348801 LNP1 +348807 CCDC37 +348840 ANKRD18DP +348926 FAM86EP +348938 NIPAL4 +348958 LOC348958 +348995 NUP43 +3490 IGFBP7 +349075 ZNF713 +349114 LINC00265 +349136 WDR86 +349152 DPY19L2P2 +349372 NANOGP10 +349565 NMNAT3 +349633 C11orf34 +35 ACADS +3508 IGHMBP2 +351 APP +3512 IGJ +3516 RBPJ +352852 CYCSP45 +352954 GATS +352961 HCG26 +353 APRT +353088 ZNF429 +353116 RILPL1 +353164 TAS2R42 +353174 ZACN +353189 SLCO4C1 +353267 FAM103A2P +353274 ZNF445 +353322 ANKRD37 +353329 PSIP1P1 +353345 GPR141 +353355 ZNF233 +353376 TICAM2 +353497 POLN +353500 BMP8A +353512 PKD1P4 +353514 LILRA5 +3550 IK +3551 IKBKB +3552 IL1A +3553 IL1B +3554 IL1R1 +3556 IL1RAP +3557 IL1RN +3558 IL2 +356 FASLG +3560 IL2RB +3561 IL2RG +3563 IL3RA +3565 IL4 +3566 IL4R +3567 IL5 +3568 IL5RA +3569 IL6 +3570 IL6R +3572 IL6ST +3574 IL7 +3575 IL7R +3576 IL8 +3577 CXCR1 +3579 CXCR2 +3580 CXCR2P1 +3581 IL9R +3586 IL10 +3587 IL10RA +3588 IL10RB +3590 IL11RA +3592 IL12A +3594 IL12RB1 +3595 IL12RB2 +3596 IL13 +3597 IL13RA1 +359737 MRPL20P1 +359739 MRPL3P1 +359767 MRPS21P3 +359792 EIF4A1P2 +359798 UBE2V1P3 +359800 VDAC1P6 +359803 MRPS17P1 +359806 PCNAP1 +359821 MRPL42P5 +359822 KCNIP4-IT1 +359844 PRDX2P1 +359845 FAM101B +359948 IRF2BP2 +360 AQP3 +3600 IL15 +360023 ZBTB41 +360155 CYCSP52 +360200 TMPRSS9 +360227 HIN1L +3603 IL16 +3604 TNFRSF9 +3606 IL18 +3607 FOXK2 +3608 ILF2 +3609 ILF3 +3611 ILK +3612 IMPA1 +3613 IMPA2 +3614 IMPDH1 +3615 IMPDH2 +3617 IMPG1 +3619 INCENP +3620 IDO1 +3621 ING1 +3622 ING2 +3623 INHA +3624 INHBA +3627 CXCL10 +3628 INPP1 +3631 INPP4A +3633 INPP5B +3635 INPP5D +3636 INPPL1 +3638 INSIG1 +3640 INSL3 +3643 INSR +3646 EIF3E +3647 EIF3EP1 +3652 IPP +3653 IPW +3654 IRAK1 +3655 ITGA6 +3656 IRAK2 +3658 IREB2 +3659 IRF1 +366 AQP9 +3660 IRF2 +3661 IRF3 +3662 IRF4 +3663 IRF5 +3664 IRF6 +3665 IRF7 +3667 IRS1 +3669 ISG20 +367 AR +3672 ITGA1 +3673 ITGA2 +3674 ITGA2B +3675 ITGA3 +3676 ITGA4 +3678 ITGA5 +3679 ITGA7 +368 ABCC6 +3680 ITGA9 +3681 ITGAD +3682 ITGAE +3683 ITGAL +3684 ITGAM +3685 ITGAV +3687 ITGAX +3689 ITGB2 +369 ARAF +3690 ITGB3 +3691 ITGB4 +3693 ITGB5 +3695 ITGB7 +3696 ITGB8 +3697 ITIH1 +3699 ITIH3 +37 ACADVL +3700 ITIH4 +3702 ITK +3703 STT3A +3705 ITPK1 +3707 ITPKB +3708 ITPR1 +3709 ITPR2 +3710 ITPR3 +3712 IVD +3714 JAG2 +3716 JAK1 +3717 JAK2 +3718 JAK3 +372 ARCN1 +3720 JARID2 +3725 JUN +3726 JUNB +3727 JUND +3728 JUP +373 TRIM23 +3730 KAL1 +373156 GSTK1 +3732 CD82 +3734 KALP +3735 KARS +3738 KCNA3 +373856 USP41 +373863 DND1 +374 AREG +3741 KCNA5 +3742 KCNA6 +374291 NDUFS7 +374378 GALNTL4 +374383 NCR3LG1 +374393 FAM111B +374395 TMEM179B +374403 TBC1D10C +374407 DNAJB13 +374443 LOC374443 +374467 C12orf63 +374470 C12orf42 +3746 KCNC1 +374618 TEX9 +374650 GOLGA6L5 +374654 KIF7 +374655 ZNF710 +374659 HDDC3 +374666 WASH3P +374677 WASH4P +374739 TEPP +374786 EFCAB5 +3748 KCNC3 +374819 LRRC37A3 +374868 ATP9B +374872 C19orf35 +374875 HSD11B1L +374879 ZNF699 +374882 TMEM205 +374887 YJEFN3 +374899 ZNF829 +3749 KCNC4 +374900 ZNF568 +374907 B3GNT8 +374920 C19orf68 +374928 ZNF773 +374946 DRAXIN +374955 SPATA21 +374969 CCDC23 +374973 TEX38 +374986 FAM73A +374987 NEXN-AS1 +375 ARF1 +3750 KCND1 +375033 PEAR1 +375035 SFT2D2 +375056 MIA3 +375057 C1orf95 +375061 FAM89A +375133 PI4KAP2 +375189 PFN4 +375190 FAM228B +375248 ANKRD36 +375260 WASH2P +375287 RBM43 +375298 CERKL +3753 KCNE1 +375307 C2orf62 +375316 RBM44 +375323 LHFPL4 +375341 C3orf62 +375346 TMEM110 +375387 LRRC33 +375444 C5orf34 +375449 MAST4 +375484 C5orf25 +375513 GUSBP4 +375519 GJB7 +375593 TRIM73 +3756 KCNH1 +375611 SLC26A5 +375612 LHFPL3 +375686 SPATC1 +375690 WASH5P +3757 KCNH2 +375704 ENHO +375743 PTAR1 +375748 ERCC6L2 +375757 SWI5 +375775 PNPLA7 +375790 AGRN +3758 KCNJ1 +3759 KCNJ2 +3762 KCNJ5 +376267 RAB15 +376412 RNF126P1 +376497 SLC27A1 +3765 KCNJ9 +3766 KCNJ10 +376693 RPS10P7 +3767 KCNJ11 +3768 KCNJ12 +376844 SDC4P +3769 KCNJ13 +376940 ZC3H6 +377 ARF3 +3770 KCNJ14 +3772 KCNJ15 +377381 RPL24P4 +377677 CA13 +377711 LOC377711 +377841 ENTPD8 +3779 KCNMB1 +378 ARF4 +378108 TRIM74 +3783 KCNN4 +3784 KCNQ1 +3786 KCNQ3 +378706 RN7SL2 +378805 FLJ43663 +378810 SNX19P1 +378884 NHLRC1 +378938 MALAT1 +379 ARL4D +379013 RNF138P1 +379025 FLJ31306 +3792 KEL +3795 KHK +3796 KIF2A +3797 KIF3C +3798 KIF5A +38 ACAT1 +3800 KIF5C +3801 KIFC3 +3802 KIR2DL1 +3804 KIR2DL3 +3805 KIR2DL4 +3809 KIR2DS4 +381 ARF5 +3811 KIR3DL1 +3812 KIR3DL2 +3815 KIT +3818 KLKB1 +382 ARF6 +3820 KLRB1 +3821 KLRC1 +3822 KLRC2 +3823 KLRC3 +3824 KLRD1 +383 ARG1 +3831 KLC1 +3833 KIFC1 +3835 KIF22 +3836 KPNA1 +3837 KPNB1 +3838 KPNA2 +3839 KPNA3 +384 ARG2 +3840 KPNA4 +3841 KPNA5 +3842 TNPO1 +3843 IPO5 +3844 KRASP1 +3845 KRAS +3848 KRT1 +3849 KRT2 +3852 KRT5 +3858 KRT10 +386597 RNF144A-AS1 +386618 KCTD4 +386627 FLJ38109 +386724 AMIGO3 +386758 ZNF582-AS1 +387 RHOA +387032 ZKSCAN4 +387036 GUSBP2 +387066 SNHG5 +387082 SUMO4 +387097 C6orf147 +387101 RPL29P4 +387103 CENPW +387104 SOGA3 +387107 ATP5J2P2 +387119 CEP85L +3872 KRT17 +387254 SLC7A5P2 +387263 C6orf120 +387328 ZNF322P1 +387338 NSUN4 +387357 THEMIS +387496 RASL11A +3875 KRT18 +387509 GPR153 +387590 TPTEP1 +387597 ILDR2 +387748 OR56B1 +387751 GVINP1 +387753 RPL21P97 +387787 LIPT2 +387837 CLEC12B +387841 RPL13AP20 +387849 REP15 +387867 RPSAP12 +387882 C12orf75 +387885 CCDC42B +387893 SETD8 +387895 LOC387895 +3879 KRT18P1 +387914 SHISA2 +387921 NHLRC3 +387934 FABP5P1 +387990 TOMM20L +388 RHOB +388011 C14orf64 +388076 RPS8P10 +388077 IGHV1OR15-1 +388115 C15orf52 +388121 TNFAIP8L3 +388132 RPL17P5 +388147 RPL9P9 +388152 LOC388152 +388165 UBE2Q2P1 +388182 FLJ42289 +388210 LOC388210 +388228 SBK1 +388242 LOC388242 +388272 C16orf87 +388275 HNRNPA1P7 +388284 C16orf86 +388323 GLTPD2 +388324 INCA1 +388325 SCIMP +388327 C17orf100 +388335 TMEM220 +388339 RPS18P12 +388341 FAM211A +388363 RPS7P1 +388372 CCL4L2 +388389 CCDC103 +388403 YPEL2 +388436 LOC388436 +388474 RPL7AP66 +388499 LOC388499 +388507 ZNF788 +388512 CLEC17A +388524 RPSAP58 +388536 ZNF790 +388552 BLOC1S3 +388556 RPS9P4 +388558 ZNF808 +388559 ZNF888 +388561 ZNF761 +388566 ZNF470 +388567 ZNF749 +388569 ZNF324B +388574 FLJ43681 +388579 LOC388579 +388588 SMIM1 +388591 RNF207 +388605 HS6ST1P1 +388606 SDHDP7 +388610 TRNP1 +388646 GBP7 +388649 C1orf146 +388650 FAM69A +388662 SLC6A17 +388677 NOTCH2NL +388685 FLJ39739 +388692 LOC388692 +388695 LYSMD1 +388697 HRNR +3887 KRT81 +388707 RPSAP18 +388714 FMO6P +388730 TMEM81 +388734 LOC388734 +388753 COA6 +388813 LOC388813 +388815 LINC00478 +388886 FAM211B +388906 LOC388906 +388907 RPL5P34 +388931 MFSD2B +388951 TSPYL6 +388955 LOC388955 +388962 BOLA3 +388963 C2orf81 +388965 FUNDC2P2 +388969 C2orf68 +389 RHOC +389033 LOC389033 +389072 PLEKHM3 +389112 RPS27P4 +389114 ZNF662 +389119 FAM212A +389125 MUSTN1 +389137 ARMC10P1 +389156 RPL21P39 +389170 LEKR1 +389197 C4orf50 +3892 KRT86 +389203 C4orf52 +389206 BEND4 +389240 NACA3P +389246 VTI1BP2 +389247 LOC389247 +389289 ANXA2R +389293 ISCA1P1 +389332 LOC389332 +389333 PROB1 +389376 SFTA2 +389386 LAP3P2 +389416 BDH2P1 +389422 C6orf183 +389424 PA2G4P5 +389428 RPL5P18 +389465 LOC389465 +3895 KTN1 +389517 SPDYE8P +389523 GATSL1 +389524 GTF2IRD2B +389538 MGC72080 +389541 LAMTOR4 +389607 LOC389607 +389634 LOC389634 +389641 LOC389641 +389643 NUGGC +389644 RPL5P22 +389668 XKR9 +389674 HNRNPA1P4 +389677 RBM12B +389692 MAFA +3897 L1CAM +389741 MGC21881 +389765 LOC389765 +389766 C9orf153 +389787 LOC389787 +389791 LOC389791 +389792 IER5L +3898 LAD1 +389813 C9orf172 +389842 LOC389842 +389849 GAPDHP65 +389856 USP27X +389898 UBE2NL +3899 AFF3 +389901 LOC389901 +389906 LOC389906 +39 ACAT2 +390 RND3 +390037 OR52I1 +390072 OR52N4 +390107 RPS24P15 +390158 RPL5P29 +390183 RPS4XP13 +3902 LAG3 +390212 GPR152 +390213 DOC2GP +390245 KDM4E +390283 RPL31P10 +3903 LAIR1 +390306 LOC390306 +390354 RPL18AP3 +3904 LAIR2 +390423 ARF4P3 +390424 ATP5G1P5 +390561 HERC2P10 +390581 ATP5HP1 +390586 LOC390586 +390595 UBAP1L +390598 SKOR1 +390617 LOC390617 +390637 GDPGP1 +390660 LOC390660 +390732 CES1P2 +390739 LOC390739 +390788 CCL3P1 +3908 LAMA2 +390848 RPS15AP35 +390916 NUDT19 +390927 ZNF793 +390940 PINLYP +390980 ZNF805 +391 RHOG +3910 LAMA4 +391033 MKRN8P +391045 SLC2A3P2 +391059 FRRS1 +391081 HSD3BP5 +391123 VSIG8 +391135 RPL4P3 +391158 TFDP1P +3912 LAMB1 +391267 ANKRD20A11P +3913 LAMB2 +391322 LOC391322 +391356 PTRHD1 +391358 TRMT112P6 +3914 LAMB3 +391467 IMPDH1P7 +391475 DYTN +3915 LAMC1 +391518 VENTXP7 +391538 ALDOAP1 +391589 KRT18P34 +391592 BZW1P1 +3916 LAMP1 +391634 HSP90AB2P +391656 RPS15AP17 +391696 TECRP2 +391712 TRIM61 +391718 TSEN2P1 +391722 LOC391722 +391777 RPS4XP6 +391804 RBMX2P5 +391811 POLD2P1 +392 ARHGAP1 +3920 LAMP2 +3921 RPSA +392100 PSMC1P3 +392196 LOC392196 +392197 USP17L7 +392214 KRT18P37 +392221 CHCHD2P10 +392265 CDK5PS +392266 LOC392266 +392267 IMPDH1P6 +392275 SMPD5 +392281 LOC392281 +392282 RPS5P6 +392301 SLC25A5P8 +392302 ASS1P12 +392350 BTF3P4 +392358 RPS6P13 +392424 RPS5P8 +392428 NPM1P9 +392456 LOC392456 +392490 FLJ44635 +392497 RPS6P26 +3925 STMN1 +392501 RPL26P36 +392509 ARL13A +392547 CROCCP1 +392557 RPL19P21 +3927 LASP1 +392748 RPS27P17 +392862 GRID2IP +393 ARHGAP4 +3930 LBR +3931 LCAT +3932 LCK +3934 LCN2 +3936 LCP1 +3937 LCP2 +3938 LCT +3939 LDHA +394 ARHGAP5 +394254 GPR89P +394263 MUC21 +3945 LDHB +3947 LDHBP2 +3949 LDLR +395 ARHGAP6 +3952 LEP +3953 LEPR +3954 LETM1 +3955 LFNG +3956 LGALS1 +3957 LGALS2 +3958 LGALS3 +3959 LGALS3BP +396 ARHGDIA +3960 LGALS4 +3964 LGALS8 +3965 LGALS9 +397 ARHGDIB +3976 LIF +3977 LIFR +3978 LIG1 +3980 LIG3 +3981 LIG4 +3982 LIM2 +3984 LIMK1 +3985 LIMK2 +3987 LIMS1 +399 RHOH +3990 LIPC +3991 LIPE +3992 FADS1 +3993 LLGL2 +399473 SPRED3 +399474 TMEM200B +399495 SLC2A3P4 +3995 FADS3 +399511 TCEA1P2 +399512 SLC25A35 +399520 TIMM8AP1 +3996 LLGL1 +399656 FAM32B +399664 MEX3D +399665 FAM102A +399668 LINC00086 +399671 HEATR4 +399687 MYO18A +3998 LMAN1 +399844 FLJ45445 +399881 HNRNPKP3 +399909 PCNXL3 +399937 TRIM51BP +399940 TRIM51EP +399942 TUBAP2 +399948 C11orf92 +399972 FLJ39051 +399979 SNX19 +399988 LOC399988 +399994 HADHAP2 +400 ARL1 +4000 LMNA +400013 TCP1P3 +400027 LOC400027 +400036 LOC400036 +400055 RPL26P32 +400058 MKRN9P +400061 LOC400061 +400064 RPS4XP1 +400073 C12orf76 +400094 SNX19P2 +4001 LMNB1 +400126 DGKZP1 +400141 RPSAP53 +400209 YTHDF2P1 +400221 FLJ22447 +400236 FOXN3-AS1 +400242 DICER1-AS1 +400322 HERC2P2 +400359 C15orf53 +400360 C15orf54 +400389 RPL12P35 +400410 ST20 +400419 LOC400419 +400451 FAM174B +400464 LOC400464 +400499 LOC400499 +4005 LMO2 +400506 C16orf88 +400508 CRYM-AS1 +400512 FLJ21408 +400553 LOC400553 +400569 MED11 +400581 GRAPL +400604 TOB1-AS1 +400617 KCNJ2-AS1 +400624 FLJ45079 +400627 FLJ46026 +400652 RPS3AP49 +400657 LOC400657 +400658 FLJ44313 +400673 VMAC +400680 LOC400680 +400684 LOC400684 +400685 LOC400685 +400692 LOC400692 +400696 LGALS17A +4007 PRICKLE3 +400709 SIGLEC16 +400713 ZNF880 +400720 ZNF772 +400728 FAM87B +400746 NCMAP +400752 LOC400752 +400756 LOC400756 +400759 GBP1P1 +400761 FLJ27354 +400798 C1orf220 +4008 LMO7 +400818 NBPF9 +400823 FAM177B +400863 LINC00650 +400916 CHCHD10 +400927 LOC400927 +400931 MIRLET7BHG +400941 LINC00487 +400946 FLJ12334 +400954 EML6 +400958 LOC400958 +400960 PCBP1-AS1 +400961 PAIP2B +400963 RPS2P17 +400966 RGPD1 +400986 ANKRD36C +400999 FLJ42351 +401010 LOC401010 +401014 DKFZp686O1327 +401018 CTAGE14P +401019 RPS15P4 +401024 FSIP2 +401052 LOC401052 +401068 LOC401068 +401093 LOC401093 +401097 C3orf80 +401105 FLJ42393 +401106 FLJ34208 +401114 FLJ35816 +401115 C4orf48 +401124 DTHD1 +401127 LOC401127 +401145 FAM190A +401149 FLJ14186 +401152 C4orf3 +401172 FLJ33360 +4012 LNPEP +401206 RPS25P6 +401207 C5orf63 +401232 DKFZP686I15217 +401233 HTATSF1P2 +401237 LINC00340 +401242 LOC401242 +401247 LINC00243 +401250 MCCD1 +401258 RAB44 +401260 FLJ41649 +401261 FLJ38717 +401262 CRIP3 +401264 FLJ37798 +401265 KLHL31 +401281 FLJ27255 +4013 VWA5A +401303 ZNF815P +401312 LOC401312 +401316 LOC401316 +401320 LOC401320 +401321 LOC401321 +401331 RASA4CP +401375 GTF2IRD2P1 +401397 LOC401397 +401409 RAB19 +401428 OR2A20P +401431 ATP6V0E2-AS1 +401466 C8orf59 +401472 FLJ45248 +401474 SAMD12 +401494 PTPLAD2 +4015 LOX +401505 TOMM5 +401509 ZNF658B +401533 LOC401533 +401541 CENPP +401548 SNX30 +401554 FLJ46836 +401563 C9orf139 +401565 FAM166A +401577 CD99P1 +401588 ZNF674-AS1 +401612 SLC25A53 +4017 LOXL2 +401720 FIGNL2 +401822 FDPSP9 +401865 RPL7AP63 +401884 MGC57346 +401911 RPL29P33 +401959 LOC401959 +401981 FDPSP8 +401982 AKR1B1P1 +402 ARL2 +402055 SRRD +402057 RPS17P16 +402096 LOC402096 +402117 VWC2L +402134 KRT8P25 +402135 OR5K2 +402143 LOC402143 +402146 B3GAT3P1 +402150 RPL8P4 +402175 LOC402175 +402176 RPL21P44 +402191 LOC402191 +402193 RPL5P11 +402229 LOC402229 +402230 LOC402230 +402287 RPS3AP21 +4023 LPL +402317 OR2A42 +402394 IMPDH1P2 +402415 XKRX +402483 FLJ45340 +402562 HNRNPA1P8 +4026 LPP +402665 IGLON5 +402682 UFSP1 +402778 IFITM10 +403150 FLJ31356 +4033 LRMP +403313 PPAPDC2 +403314 APOBEC4 +403323 FLJ20444 +403341 ZBTB34 +4034 LRCH4 +4035 LRP1 +4037 LRP3 +4040 LRP6 +404093 CUEDC1 +4041 LRP5 +404281 YY2 +4043 LRPAP1 +404550 C16orf74 +4046 LSP1 +404672 GTF2H5 +4047 LSS +404734 ANKHD1-EIF4EBP3 +4048 LTA4H +4049 LTA +405 ARNT +4050 LTB +4051 CYP4F3 +4052 LTBP1 +4053 LTBP2 +4054 LTBP3 +4055 LTBR +4056 LTC4S +4057 LTF +405754 ERVFRD-1 +4058 LTK +406 ARNTL +4061 LY6E +4063 LY9 +4064 CD180 +4065 LY75 +4066 LYL1 +4067 LYN +4068 SH2D1A +406886 MIRLET7D +406888 MIRLET7F1 +406890 MIRLET7G +406893 MIR101-1 +4069 LYZ +406922 MIR133A1 +406934 MIR142 +406938 MIR146A +406948 MIR15A +406954 MIR181A2 +406955 MIR181B1 +406962 MIR186 +406966 MIR191 +406969 MIR194-1 +406974 MIR197 +406991 MIR21 +406995 MIR181A1 +406997 MIR215 +407 ARR3 +4070 TACSTD2 +407006 MIR221 +407007 MIR222 +407008 MIR223 +407010 MIR23A +407014 MIR25 +407017 MIR26B +407021 MIR29A +407025 MIR29B2 +407026 MIR29C +407028 MIR302A +407036 MIR32 +407037 MIR320A +407043 MIR7-1 +407050 MIR93 +4074 M6PR +4076 CAPRIN1 +4077 NBR1 +407738 FAM19A1 +407835 LOC407835 +407975 MIR17HG +408 ARRB1 +408050 NOMO3 +4081 MAB21L1 +408186 OVOS +4082 MARCKS +408263 FNDC9 +4084 MXD1 +4085 MAD2L1 +4086 SMAD1 +4087 SMAD2 +4088 SMAD3 +4089 SMAD4 +409 ARRB2 +4090 SMAD5 +4091 SMAD6 +4092 SMAD7 +4093 SMAD9 +4094 MAF +4097 MAFG +410 ARSA +4102 MAGEA3 +411 ARSB +4116 MAGOH +4117 MAK +4118 MAL +412 STS +4121 MAN1A1 +4122 MAN2A2 +4123 MAN2C1 +4124 MAN2A1 +4125 MAN2B1 +4126 MANBA +4128 MAOA +4130 MAP1A +4131 MAP1B +4133 MAP2 +4134 MAP4 +4137 MAPT +414 ARSD +4140 MARK3 +414059 TBC1D3B +414060 TBC1D3C +414062 CCL3L3 +4141 MARS +414132 NANOGP4 +414301 DDI1 +414318 C9orf106 +414328 IDNK +414332 LCN10 +4144 MAT2A +4145 MATK +4147 MATN2 +414764 HCG23 +414765 HCG25 +414777 HCG18 +414778 HCG17 +4149 MAX +414918 DENND6B +414919 C8orf82 +4150 MAZ +415116 PIM3 +415117 STX19 +4152 MBD1 +4154 MBNL1 +4155 MBP +4157 MC1R +4162 MCAM +4163 MCC +4168 MCF2 +4170 MCL1 +4171 MCM2 +4172 MCM3 +4173 MCM4 +4174 MCM5 +4175 MCM6 +4176 MCM7 +4179 CD46 +4185 ADAM11 +4189 DNAJB9 +4190 MDH1 +4191 MDH2 +4193 MDM2 +4194 MDM4 +4199 ME1 +420 ART4 +4200 ME2 +4201 MEA1 +4204 MECP2 +4205 MEF2A +4208 MEF2C +4209 MEF2D +421 ARVCF +4210 MEFV +4211 MEIS1 +4213 MEIS3P1 +4214 MAP3K1 +4215 MAP3K3 +4216 MAP3K4 +4217 MAP3K5 +4218 RAB8A +4221 MEN1 +4222 MEOX1 +4223 MEOX2 +4232 MEST +4233 MET +4234 METTL1 +4236 MFAP1 +4238 MFAP3 +4239 MFAP4 +4240 MFGE8 +4241 MFI2 +4242 MFNG +4245 MGAT1 +4247 MGAT2 +4248 MGAT3 +4249 MGAT5 +4253 CTAGE5 +4254 KITLG +4257 MGST1 +4258 MGST2 +4259 MGST3 +4261 CIITA +4267 CD99 +427 ASAH1 +4277 MICB +4283 CXCL9 +4285 MIPEP +4286 MITF +4287 ATXN3 +4289 MKLN1 +4291 MLF1 +4292 MLH1 +4293 MAP3K9 +4294 MAP3K10 +4296 MAP3K11 +4297 MLL +4298 MLLT1 +4299 AFF1 +430 ASCL2 +4300 MLLT3 +4301 MLLT4 +4302 MLLT6 +4303 FOXO4 +4306 NR3C2 +4311 MME +4312 MMP1 +4313 MMP2 +4316 MMP7 +4317 MMP8 +431705 ASTL +4319 MMP10 +432 ASGR1 +4320 MMP11 +4321 MMP12 +4323 MMP14 +432369 ATP5EP2 +4324 MMP15 +4326 MMP17 +4327 MMP19 +4329 ALDH6A1 +433 ASGR2 +4330 MN1 +4331 MNAT1 +4332 MNDA +4335 MNT +4337 MOCS1 +4338 MOCS2 +4340 MOG +4343 MOV10 +4345 CD200 +435 ASL +4350 MPG +4351 MPI +4352 MPL +4353 MPO +4354 MPP1 +4355 MPP2 +4356 MPP3 +4357 MPST +4358 MPV17 +4359 MPZ +4361 MRE11A +4363 ABCC1 +439 ASNA1 +439921 MXRA7 +439931 THAP7-AS1 +439936 C5orf17 +440 ASNS +440026 TMEM41B +440028 LOC440028 +440043 PGAM1P8 +440055 RPS12P22 +440067 CASP1P2 +440068 CARD17 +440072 LINC00167 +440073 IQSEC3 +440078 FAM66C +440081 DDX12P +440086 RPS6P1 +440087 C12orf69 +440093 H3F3C +440104 TMEM198B +440107 PLEKHG7 +440125 HNRNPA1P30 +440131 LINC00544 +440137 FLJ31945 +440138 ALG11 +440145 MZT1 +440176 RPL12P6 +440184 LINC00238 +440193 CCDC88C +440248 HERC2P9 +440253 WHAMMP2 +440270 GOLGA8B +440275 EIF2AK4 +440278 CATSPER2P1 +440288 LOC440288 +440292 LOC440292 +440295 GOLGA6L9 +440297 LOC440297 +440300 LOC440300 +440307 TTLL13 +440311 LOC440311 +440345 61E3.4 +440348 NPIPL2 +440352 SNX29P2 +440353 LOC440353 +440354 LOC440354 +440359 CSDAP1 +440375 RAB43P1 +440400 RNASEK +440423 SUZ12P1 +440434 LOC440434 +440435 GPR179 +440456 PLEKHM1P +440461 LOC440461 +440465 BAIAP2-AS1 +440482 ANKRD20A5P +440487 RPL21P128 +440489 LOC440489 +440498 HSBP1L1 +440508 CLEC4GP1 +440514 LOC440514 +440515 ZNF506 +440519 ZNF724P +440525 LOC440525 +440567 UQCRHL +440574 MINOS1 +440584 SLC2A1-AS1 +440589 RPS2P8 +440600 LOC440600 +440603 BCL2L15 +440672 NUDT4P1 +440686 HIST2H3PS2 +440689 HIST2H2BF +440695 ETV3L +440712 C1orf186 +440730 TRIM67 +440732 RPS7P3 +440737 RPL35P1 +440738 MAP1LC3C +440804 RIMBP3B +440823 MIAT +440836 ODF3B +440854 CAPN14 +440862 FLJ41757 +440896 LOC440896 +440915 POTEKP +440917 LOC440917 +440926 H3F3AP4 +440934 LOC440934 +440944 LOC440944 +440952 FLJ33065 +440957 SMIM4 +440993 LOC440993 +441009 LOC441009 +441024 MTHFD2L +441027 TMEM150C +441034 RPL7AP30 +441046 GUSBP5 +441056 DUX4L4 +441058 MGC39584 +441072 FLJ31104 +441073 RPL26P19 +441089 CRSP8P +441108 C5orf56 +441124 LOC441124 +441131 ARPC3P5 +441132 IMPDH1P9 +441150 C6orf226 +441168 FAM26F +441172 FLJ46906 +441191 RNF216P1 +441194 PMS2CL +441208 ZNRF2P1 +441212 RP9P +441228 LOC441228 +441234 ZNF716 +441242 LOC441242 +441246 RPL35P5 +441250 TYW1B +441251 SPDYE7P +441258 LOC441258 +441263 DTX2P1-UPK3BP1-PMS2P11 +441272 SPDYE3 +441273 SPDYE2 +441294 CTAGE15P +441295 OR2A9P +441307 FLJ44511 +441391 RBMXP2 +441394 SUGT1P1 +441425 ANKRD20A3 +441430 ANKRD20A2 +441454 LOC441454 +441455 LOC441455 +441457 FAM22G +441459 ANKRD18B +441478 NRARP +441481 GPX1P1 +441484 HAUS1P2 +441487 LOC441487 +441488 LOC441488 +441495 CENPVP2 +441501 FLJ46446 +441502 RPS26P11 +441505 LOC441505 +441518 FAM127C +441528 LOC441528 +441531 PGAM4 +441687 TEX21P +441722 LOC441722 +441744 RPS16P7 +441774 RPS4Y1P1 +441818 WBP11P1 +441876 RPS16P1 +441887 LOC441887 +441891 WDR82P2 +441904 LOC441904 +441907 LOC441907 +441915 SLC25A38P1 +441996 LOC441996 +442028 LOC442028 +442063 LOC442063 +442075 LOC442075 +442157 LOC442157 +442162 RPS4XP7 +442167 ASS1P1 +442184 OR2B3 +442186 OR2J3 +442191 OR14J1 +442194 OR10C1 +442231 GAPDHP63 +442232 RPL17P25 +442239 LOC442239 +442240 ZNF259P1 +442245 GSTM2P1 +442262 GAPDHP73 +442267 CCT7P1 +442270 RPS12P11 +442309 LOC442309 +442319 ZNF727 +442326 RPL31P38 +442334 ARF1P1 +442416 ATP5A1P5 +442421 PTGER4P2 +442454 UQCRBP1 +442459 LOC442459 +442525 SLC25A5P5 +442572 LOC442572 +442578 STAG3L3 +442582 STAG3L2 +442590 SPDYE5 +442603 LOC442603 +442673 TUBG1P +442707 LOC442707 +442720 EIF3IP1 +442723 RPL27P11 +442894 MIR302B +442895 MIR302C +442900 MIR326 +442909 MIR342 +4430 MYO1B +4436 MSH2 +4437 MSH3 +4438 MSH4 +4439 MSH5 +444 ASPH +445328 ARHGEF35 +445329 SULT1A4 +445347 TARP +445571 CBWD3 +445577 C9orf129 +445582 POTEE +447 ASS1P2 +4478 MSN +4479 MSNP1 +4481 MSR1 +4482 MSRA +4485 MST1 +4493 MT1E +4494 MT1F +4495 MT1G +4496 MT1H +449645 SF3A3P2 +4501 MT1X +4502 MT2A +450232 PHF5CP +450234 PHF5GP +450238 PHF5DP +450239 PHF5EP +4503 MT2P1 +4507 MTAP +4511 TRNC +4515 MTCP1 +4520 MTF1 +4521 NUDT1 +4522 MTHFD1 +4523 MTHFD1P1 +4524 MTHFR +4528 MTIF2 +4534 MTM1 +4542 MYO1F +4548 MTR +4549 RNR1 +4550 RNR2 +4552 MTRR +4555 TRND +4556 TRNE +4563 TRNG +4564 TRNH +4565 TRNI +4566 TRNK +4567 TRNL1 +4568 TRNL2 +4569 TRNM +4571 TRNP +4573 TRNR +4574 TRNS1 +4576 TRNT +4577 TRNV +4578 TRNW +4579 TRNY +4580 MTX1 +4582 MUC1 +4588 MUC6 +4591 TRIM37 +4593 MUSK +4594 MUT +4595 MUTYH +4597 MVD +4598 MVK +4599 MX1 +4600 MX2 +4602 MYB +4603 MYBL1 +4607 MYBPC3 +4609 MYC +4610 MYCL1 +4613 MYCN +4615 MYD88 +4616 GADD45B +4621 MYH3 +4627 MYH9 +4628 MYH10 +4629 MYH11 +463 ZFHX3 +4636 MYL5 +4637 MYL6 +4638 MYLK +4640 MYO1A +4641 MYO1C +4642 MYO1D +4643 MYO1E +4644 MYO5A +4645 MYO5B +4646 MYO6 +4647 MYO7A +4648 MYO7B +4649 MYO9A +4650 MYO9B +4651 MYO10 +4659 PPP1R12A +466 ATF1 +4660 PPP1R12B +4664 NAB1 +4665 NAB2 +4666 NACA +4668 NAGA +4669 NAGLU +467 ATF3 +4670 HNRNPM +4671 NAIP +4673 NAP1L1 +4674 NAP1L2 +4675 NAP1L3 +4676 NAP1L4 +4677 NARS +4678 NASP +468 ATF4 +4680 CEACAM6 +4682 NUBP1 +4683 NBN +4684 NCAM1 +4686 NCBP1 +4688 NCF2 +4689 NCF4 +4690 NCK1 +4691 NCL +4692 NDN +4694 NDUFA1 +4695 NDUFA2 +4696 NDUFA3 +4697 NDUFA4 +4698 NDUFA5 +47 ACLY +4700 NDUFA6 +4701 NDUFA7 +4702 NDUFA8 +4703 NEB +4704 NDUFA9 +4705 NDUFA10 +4706 NDUFAB1 +4707 NDUFB1 +4708 NDUFB2 +4709 NDUFB3 +471 ATIC +4710 NDUFB4 +4711 NDUFB5 +4712 NDUFB6 +4713 NDUFB7 +4715 NDUFB9 +4716 NDUFB10 +4717 NDUFC1 +4718 NDUFC2 +4719 NDUFS1 +472 ATM +4720 NDUFS2 +4722 NDUFS3 +4723 NDUFV1 +4724 NDUFS4 +4725 NDUFS5 +4726 NDUFS6 +4728 NDUFS8 +4729 NDUFV2 +473 RERE +4730 NDUFV2P1 +4731 NDUFV3 +4733 DRG1 +4734 NEDD4 +4735 SEPT2 +4736 RPL10A +4738 NEDD8 +4739 NEDD9 +4741 NEFM +474170 LRRC37A2 +474338 SUMO1P3 +474340 SUMO1P4 +474343 SPIN2B +474344 GIMAP6 +4744 NEFH +4747 NEFL +475 ATOX1 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NRF1 +490 ATP2B1 +4900 NRGN +4901 NRL +4904 YBX1 +4905 NSF +4907 NT5E +4913 NTHL1 +4914 NTRK1 +4915 NTRK2 +4917 NTN3 +4919 ROR1 +4921 DDR2 +492303 GEMIN8P4 +492311 IGIP +4924 NUCB1 +4925 NUCB2 +4926 NUMA1 +4927 NUP88 +4928 NUP98 +4929 NR4A2 +493 ATP2B4 +4931 NVL +493753 COA5 +493754 LOC493754 +4938 OAS1 +493812 HCG11 +493856 CISD2 +493860 CCDC73 +493861 EID3 +4939 OAS2 +493911 PHOSPHO2 +4940 OAS3 +494115 RBMXL1 +494127 LOC494127 +494143 CHAC2 +494197 SPANXN5 +4943 TBC1D25 +494337 MIR425 +494447 COILP2 +494470 RNF165 +494513 DFNB59 +494540 TBCAP1 +494551 WEE2 +494555 TWF1P2 +4946 OAZ1 +4947 OAZ2 +4951 OCM2 +4952 OCRL +4953 ODC1 +4957 ODF2 +4958 OMD +4967 OGDH +4968 OGG1 +4969 OGN +497189 TIFAB +497190 CLEC18B +497258 BDNF-AS +4973 OLR1 +4974 OMG +4976 OPA1 +498 ATP5A1 +4982 TNFRSF11B +4983 OPHN1 +49854 ZNF295 +49855 SCAPER +49856 WRAP73 +49861 CLDN20 +4995 OR3A2 +4998 ORC1 +4999 ORC2 +50 ACO2 +5000 ORC4 +5001 ORC5 +5002 SLC22A18 +5003 SLC22A18AS +5004 ORM1 +5005 ORM2 +5007 OSBP +5008 OSM +501 ALDH7A1 +5016 OVGP1 +5018 OXA1L +5019 OXCT1 +5021 OXTR +5023 P2RX1 +5025 P2RX4 +5026 P2RX5 +5027 P2RX7 +5028 P2RY1 +5029 P2RY2 +5031 P2RY6 +5032 P2RY11 +5034 P4HB +503538 A1BG-AS1 +503540 LOC503540 +5036 PA2G4 +503640 ARGFXP2 +503645 DPRXP4 +503693 LOH12CR2 +5037 PEBP1 +503835 DUXA +5042 PABPC3 +5045 FURIN +5046 PCSK6 +5048 PAFAH1B1 +50484 RRM2B +50485 SMARCAL1 +50486 G0S2 +50488 MINK1 +50489 CD207 +5049 PAFAH1B2 +5050 PAFAH1B3 +50506 DUOX2 +50509 COL5A3 +5051 PAFAH2 +50511 SYCP3 +50512 PODXL2 +50515 CHST11 +5052 PRDX1 +5054 SERPINE1 +5055 SERPINB2 +5058 PAK1 +506 ATP5B +50615 IL21R +50616 IL22 +50618 ITSN2 +50619 DEF6 +5062 PAK2 +50626 CYHR1 +50628 GEMIN4 +5063 PAK3 +50631 YBX1P1 +50636 ANO7 +50640 PNPLA8 +50649 ARHGEF4 +50650 ARHGEF3 +50651 SLC45A1 +5066 PAM +5069 PAPPA +507 ATP5BP1 +5071 PARK2 +50717 DCAF8 +5073 PARN +5074 PAWR +5079 PAX5 +5080 PAX6 +50804 MYEF2 +50807 ASAP1 +50808 AK3 +50809 HP1BP3 +50810 HDGFRP3 +50813 COPS7A +50814 NSDHL +5082 PDCL +50831 TAS2R3 +50832 TAS2R4 +50838 TAS2R13 +50839 TAS2R10 +50840 TAS2R14 +50848 F11R +50852 TRAT1 +50853 VILL +50854 C6orf48 +50855 PARD6A +50856 CLEC4A +50862 RNF141 +50865 HEBP1 +5087 PBX1 +5088 PBX2P1 +5089 PBX2 +5090 PBX3 +5091 PC +5093 PCBP1 +50937 CDON +50939 IMPG2 +5094 PCBP2 +50943 FOXP3 +5095 PCCA +5096 PCCB +5097 PCDH1 +50999 TMED5 +51 ACOX1 +51000 SLC35B3 +51001 MTERFD1 +51002 TPRKB +51003 MED31 +51004 COQ6 +51005 AMDHD2 +51009 DERL2 +5101 PCDH9 +51010 EXOSC3 +51011 FAHD2A +51014 TMED7 +51015 ISOC1 +51016 EMC9 +51018 RRP15 +51019 CCDC53 +51020 HDDC2 +51022 GLRX2 +51023 MRPS18C +51024 FIS1 +51026 GOLT1B +51027 BOLA1 +51028 VPS36 +51029 DESI2 +51030 FAM18B1 +51031 GLOD4 +51032 CELA2B +51035 UBXN1 +51042 ZNF593 +51043 ZBTB7B +51053 GMNN +51054 PLEKHA8P1 +51056 LAP3 +51057 WDPCP +51058 ZNF691 +51059 FAM135B +5106 PCK2 +51060 TXNDC12 +51061 TXNDC11 +51062 ATL1 +51065 RPS27L +51067 YARS2 +51068 NMD3 +51069 MRPL2 +51070 NOSIP +51071 DERA +51072 MEMO1 +51073 MRPL4 +51074 APIP +51075 TMX2 +51077 FCF1 +51078 THAP4 +51079 NDUFA13 +5108 PCM1 +51081 MRPS7 +51082 POLR1D +51084 CRYL1 +51085 MLXIPL +51088 KLHL5 +51090 PLLP +51091 SEPSECS +51092 SIDT2 +51093 RRNAD1 +51094 ADIPOR1 +51095 TRNT1 +51096 UTP18 +51097 SCCPDH +51099 ABHD5 +5110 PCMT1 +51100 SH3GLB1 +51101 ZC2HC1A +51102 MECR +51103 NDUFAF1 +51104 FAM108B1 +51105 PHF20L1 +51106 TFB1M +51107 APH1A +51108 METTL9 +51109 RDH11 +51110 LACTB2 +51111 SUV420H1 +51112 TRAPPC12 +51114 ZDHHC9 +51115 FAM82B +51116 MRPS2 +51117 COQ4 +51118 UTP11L +51119 SBDS +51121 RPL26L1 +51122 COMMD2 +51123 ZNF706 +51124 IER3IP1 +51125 GOLGA7 +51127 TRIM17 +51128 SAR1B +51129 ANGPTL4 +51130 ASB3 +51131 PHF11 +51132 RLIM +51133 KCTD3 +51134 CCDC41 +51135 IRAK4 +51136 RNFT1 +51138 COPS4 +51141 INSIG2 +51142 CHCHD2 +51143 DYNC1LI1 +51144 HSD17B12 +51147 ING4 +51148 CERCAM +51149 C5orf45 +51150 SDF4 +51154 MRTO4 +51155 HN1 +51157 ZNF580 +5116 PCNT +51160 VPS28 +51161 C3orf18 +51162 EGFL7 +51163 DBR1 +51164 DCTN4 +51167 CYB5R4 +51168 MYO15A +51170 HSD17B11 +51171 HSD17B14 +51172 NAGPA +51174 TUBD1 +51175 TUBE1 +51176 LEF1 +51177 PLEKHO1 +5118 PCOLCE +51181 DCXR +51184 GPN3 +51185 CRBN +51186 WBP5 +51187 RSL24D1 +51188 SS18L2 +5119 CHMP1A +51191 HERC5 +51192 CKLF +51193 ZNF639 +51194 IPO11 +51195 RAPGEFL1 +51199 NIN +51201 ZDHHC2 +51202 DDX47 +51203 NUSAP1 +51204 TACO1 +51205 ACP6 +51206 GP6 +51208 CLDN18 +51209 RAB9B +51218 GLRX5 +5122 PCSK1 +51222 ZNF219 +51225 ABI3 +51226 COPZ2 +51227 PIGP +51228 GLTP +51231 VRK3 +51232 CRIM1 +51233 C22orf43 +51234 EMC4 +51236 FAM203A +51237 MZB1 +51239 ANKRD39 +51241 COX16 +51244 CCDC174 +51246 SHISA5 +51247 PAIP2 +51248 PDZD11 +51249 TMEM69 +5125 PCSK5 +51250 C6orf203 +51251 NT5C3 +51253 MRPL37 +51255 RNF181 +51256 TBC1D7 +51257 MARCH2 +51258 MRPL51 +51259 TMEM216 +51260 CXorf26 +51263 MRPL30 +51264 MRPL27 +51265 CDKL3 +51266 CLEC1B +51267 CLEC1A +51268 PIPOX +5127 CDK16 +51271 UBAP1 +51272 BET1L +51274 KLF3 +51275 MAPKAPK5-AS1 +51276 ZNF571 +51277 DNAJC27 +51278 IER5 +51279 C1RL +5128 CDK17 +51280 GOLM1 +51281 ANKMY1 +51283 BFAR +51284 TLR7 +51286 CEND1 +51287 COA4 +5129 CDK18 +51290 ERGIC2 +51291 GMIP +51292 GMPR2 +51293 CD320 +51294 PCDH12 +51295 ECSIT +51296 SLC15A3 +51299 NRN1 +513 ATP5D +5130 PCYT1A +51300 TIMMDC1 +51301 GCNT4 +51303 FKBP11 +51304 ZDHHC3 +51306 FAM13B +51307 FAM53C +51308 REEP2 +51309 ARMCX1 +51310 SLC22A17 +51311 TLR8 +51312 SLC25A37 +51313 FAM198B +51314 NME8 +51315 KRCC1 +51316 PLAC8 +51317 PHF21A +51318 MRPL35 +51319 RSRC1 +5132 PDC +51320 MEX3C +51321 AMZ2 +51324 SPG21 +51326 ARL17A +51329 ARL6IP4 +5133 PDCD1 +51330 TNFRSF12A +51332 SPTBN5 +51333 ZNF771 +51334 PRR16 +51335 NGRN +51337 THEM6 +51338 MS4A4A +51339 DACT1 +5134 PDCD2 +51341 ZBTB7A +51343 FZR1 +51347 TAOK3 +51348 KLRF1 +51351 ZNF117 +51360 MBTPS2 +51361 HOOK1 +51362 CDC40 +51364 ZMYND10 +51366 UBR5 +51367 POP5 +51368 TEX264 +51371 POMP +51372 TMA7 +51373 MRPS17 +51374 ATRAID +51377 UCHL5 +51379 CRLF3 +5138 PDE2A +51380 CSAD +51382 ATP6V1D +51384 WNT16 +51385 ZNF589 +51386 EIF3L +51388 NIP7 +51389 RWDD1 +5139 PDE3A +51390 AIG1 +51393 TRPV2 +51397 COMMD10 +51398 WDR83OS +51399 TRAPPC4 +5140 PDE3B +51400 PPME1 +51406 NOL7 +51409 HEMK1 +5141 PDE4A +51411 BIN2 +5142 PDE4B +51422 PRKAG2 +51426 POLK +51427 ZNF107 +51428 DDX41 +51429 SNX9 +51430 SUCO +51433 ANAPC5 +51434 ANAPC7 +51439 FAM8A1 +5144 PDE4D +51440 HPCAL4 +51441 YTHDF2 +51444 RNF138 +51447 IP6K2 +51449 PCYOX1 +5145 PDE6A +51451 LCMT1 +51455 REV1 +51460 SFMBT1 +51463 GPR89B +51465 UBE2J1 +51466 EVL +5147 PDE6D +51474 LIMA1 +51477 ISYNA1 +51478 HSD17B7 +51479 ANKFY1 +5148 PDE6G +5149 PDE6H +51490 C9orf114 +51491 NOP16 +51493 C22orf28 +51495 PTPLAD1 +51496 CTDSPL2 +51499 TRIAP1 +515 ATP5F1 +5150 PDE7A +51501 C11orf73 +51503 CWC15 +51504 TRMT112 +51506 UFC1 +5151 PDE8A +51510 CHMP5 +51513 ETV7 +51514 DTL +51517 NCKIPSD +5152 PDE9A +51520 LARS +51522 TMEM14C +51523 CXXC5 +51524 TMEM138 +51527 GSKIP +51528 JKAMP +51529 ANAPC11 +5153 PDE1B +51530 ZC3HC1 +51531 C9orf156 +51533 PHF7 +51534 VTA1 +51535 PPHLN1 +51537 MTFP1 +51538 ZCCHC17 +5154 PDGFA +51542 VPS54 +51545 ZNF581 +51547 SIRT7 +51548 SIRT6 +5155 PDGFB +51550 CINP +51552 RAB14 +51554 CCRL1 +51555 PEX5L +51559 NT5DC3 +5156 PDGFRA +51560 RAB6B +51561 IL23A +51562 MBIP +51564 HDAC7 +51566 ARMCX3 +51567 TDP2 +51569 UFM1 +5157 PDGFRL +51571 FAM49B +51573 GDE1 +51574 LARP7 +5158 PDE6B +51582 AZIN1 +51585 PCF11 +51586 MED15 +51588 PIAS4 +5159 PDGFRB +51592 TRIM33 +51593 SRRT +51594 NBAS +51596 CUTA +51599 LSR +516 ATP5G1 +5160 PDHA1 +51601 LIPT1 +51602 NOP58 +51603 METTL13 +51606 ATP6V1H +51608 GET4 +5161 PDHA2 +51611 DPH5 +51616 TAF9B +51619 UBE2D4 +5162 PDHB +51621 KLF13 +51622 CCZ1 +51626 DYNC2LI1 +51629 SLC25A39 +5163 PDK1 +51631 LUC7L2 +51633 OTUD6B +51634 RBMX2 +51635 DHRS7 +51637 C14orf166 +51639 SF3B14 +5164 PDK2 +51642 MRPL48 +51643 TMBIM4 +51645 PPIL1 +51646 YPEL5 +51647 FAM96B +51649 MRPS23 +5165 PDK3 +51650 MRPS33 +51651 PTRH2 +51652 CHMP3 +51655 RASD1 +51657 STYXL1 +51659 GINS2 +5166 PDK4 +51660 MPC1 +51661 FKBP7 +51663 ZFR +51665 ASB1 +51667 NUB1 +51668 HSPB11 +51669 TMEM66 +5167 ENPP1 +51676 ASB2 +51678 MPP6 +5168 ENPP2 +51686 OAZ3 +5169 ENPP3 +51690 LSM7 +51691 NAA38 +51692 CPSF3 +51693 TRAPPC2L +51696 HECA +51699 VPS29 +517 ATP5G2 +5170 PDPK1 +51700 CYB5R2 +51701 NLK +51704 GPRC5B +51706 CYB5R1 +51710 ZNF44 +51714 SELT +51715 RAB23 +51716 CES1P1 +51719 CAB39 +5172 SLC26A4 +51720 UIMC1 +51725 FBXO40 +51726 DNAJB11 +51727 CMPK1 +51728 POLR3K +51729 WBP11 +51733 UPB1 +51734 MSRB1 +51735 RAPGEF6 +51738 GHRL +5174 PDZK1 +51741 WWOX +51742 ARID4B +51744 CD244 +51747 LUC7L3 +5175 PECAM1 +51751 HIGD1B +51752 ERAP1 +51754 TMEM8B +51755 CDK12 +51759 C9orf78 +5176 SERPINF1 +51760 SYT17 +51761 ATP8A2 +51762 RAB8B +51763 INPP5K +51765 MST4 +51768 TM7SF3 +51773 RSF1 +51776 ZAK +51778 MYOZ2 +5178 PEG3 +51780 KDM3B +518 ATP5G3 +51804 SIX4 +51805 COQ3 +51807 TUBA8 +51808 PHAX +51809 GALNT7 +51816 CECR1 +5184 PEPD +5187 PER1 +5188 PET112 +5189 PEX1 +5190 PEX6 +5191 PEX7 +5192 PEX10 +5193 PEX12 +5194 PEX13 +5195 PEX14 +5196 PF4 +5197 PF4V1 +5198 PFAS +5199 CFP +52 ACP1 +5201 PFDN1 +5202 PFDN2 +5204 PFDN5 +5205 ATP8B1 +5207 PFKFB1 +5208 PFKFB2 +521 ATP5I +5210 PFKFB4 +5211 PFKL +5213 PFKM +5216 PFN1 +5217 PFN2 +5218 CDK14 +522 ATP5J +5222 PGA5 +5224 PGAM2 +5226 PGD +5228 PGF +5229 PGGT1B +523 ATP6V1A +5230 PGK1 +5236 PGM1 +5238 PGM3 +5239 PGM5 +5243 ABCB1 +5244 ABCB4 +5245 PHB +5250 SLC25A3 +5251 PHEX +5252 PHF1 +5253 PHF2 +5255 PHKA1 +5256 PHKA2 +5257 PHKB +526 ATP6V1B2 +5260 PHKG1 +5261 PHKG2 +5265 SERPINA1 +5269 SERPINB6 +527 ATP6V0C +5270 SERPINE2 +5271 SERPINB8 +5272 SERPINB9 +5273 SERPINB10 +5274 SERPINI1 +5277 PIGA +5278 PIGAP1 +5279 PIGC +528 ATP6V1C1 +5280 PIGCP1 +5281 PIGF +5282 PIGFP1 +5283 PIGH +5286 PIK3C2A +5287 PIK3C2B +5289 PIK3C3 +529 ATP6V1E1 +5290 PIK3CA +5291 PIK3CB +5292 PIM1 +5293 PIK3CD +5294 PIK3CG +5295 PIK3R1 +5296 PIK3R2 +5297 PI4KA +5298 PI4KB +53 ACP2 +5300 PIN1 +5301 PIN1P1 +5303 PIN4 +5306 PITPNA +5310 PKD1 +5311 PKD2 +5315 PKM +5316 PKNOX1 +5318 PKP2 +5321 PLA2G4A +5324 PLAG1 +5325 PLAGL1 +5327 PLAT +5329 PLAUR +533 ATP6V0B +5330 PLCB2 +5331 PLCB3 +5333 PLCD1 +53335 BCL11A +53338 CAPZA1P +53339 BTBD1 +5334 PLCL1 +53340 SPA17 +53343 NUDT9 +53344 CHIC1 +53346 TM6SF1 +53347 UBASH3A +53349 ZFYVE1 +5336 PLCG2 +5337 PLD1 +53371 NUP54 +53373 TPCN1 +5338 PLD2 +5339 PLEC +534 ATP6V1G2 +53405 CLIC5 +53407 STX18 +5341 PLEK +5342 PLGLB2 +5343 PLGLB1 +5345 SERPINF2 +5346 PLIN1 +5347 PLK1 +535 ATP6V0A1 +5350 PLN +5351 PLOD1 +5352 PLOD2 +5355 PLP2 +5356 PLRG1 +5357 PLS1 +5358 PLS3 +5359 PLSCR1 +5361 PLXNA1 +53615 MBD3 +53616 ADAM22 +5362 PLXNA2 +53635 PTOV1 +53637 S1PR5 +5364 PLXNB1 +5365 PLXNB3 +5366 PMAIP1 +5368 PNOC +537 ATP6AP1 +5371 PML +5372 PMM1 +5373 PMM2 +5376 PMP22 +5378 PMS1 +5379 PMS2P1 +538 ATP7A +5380 PMS2L2 +5382 PMS2P4 +53822 FXYD7 +53826 FXYD6 +53827 FXYD5 +53829 P2RY13 +5383 PMS2P5 +53831 GPR84 +53833 IL20RB +53834 FGFRL1 +53838 C11orf24 +53840 TRIM34 +53841 CDHR5 +5387 PMS2P3 +539 ATP5O +53905 DUOX1 +53917 RAB24 +53918 PELO +5393 EXOSC9 +53938 PPIL3 +5394 EXOSC10 +53944 CSNK1G1 +53947 A4GALT +5395 PMS2 +53981 CPSF2 +54 ACP5 +540 ATP7B +54014 BRWD1 +54020 SLC37A1 +54021 SRSF9P1 +54033 RBM11 +54038 POLR2CP +54039 PCBP3 +54043 MYL6P1 +54045 IMMTP1 +54049 H2AFZP1 +54053 EIF3FP1 +54058 C21orf58 +54059 YBEY +54065 FAM165B +54067 C21orf49 +54069 MIS18A +54072 LINC00158 +54083 LRRC3DN +54093 SETD4 +54094 C21orf15 +54097 FAM3B +54102 CLIC6 +54103 PION +54106 TLR9 +54107 POLE3 +54108 CHRAC1 +5411 PNN +5412 UBL3 +5414 SEPT4 +54145 H2BFS +541471 LOC541471 +541472 LOC541472 +541473 LOC541473 +54148 MRPL39 +54149 C21orf91 +541565 C8orf58 +541578 CXorf40B +54165 DCUN1D1 +54187 NANS +5420 PODXL +54205 CYCS +54206 ERRFI1 +54207 KCNK10 +54209 TREM2 +54210 TREM1 +5422 POLA1 +5423 POLB +5424 POLD1 +5425 POLD2 +5426 POLE +5427 POLE2 +5428 POLG +5429 POLH +5430 POLR2A +5431 POLR2B +5432 POLR2C +54328 GPR173 +54329 GPR85 +5433 POLR2D +54331 GNG2 +54332 GDAP1 +5434 POLR2E +54344 DPM3 +5435 POLR2F +5436 POLR2G +54360 CYTL1 +54361 WNT4 +5437 POLR2H +5438 POLR2I +54386 TERF2IP +5439 POLR2J +5440 POLR2K +54407 SLC38A2 +5441 POLR2L +54413 NLGN3 +54414 SIAE +5442 POLRMT +54429 TAS2R5 +5443 POMC +54431 DNAJC10 +54432 YIPF1 +54433 GAR1 +54434 SSH1 +54435 HCG4 +54436 SH3TC1 +54437 SEMA5B +54438 GFOD1 +54439 RBM27 +54440 SASH3 +54441 STAG3L1 +54442 KCTD5 +54443 ANLN +5445 PON2 +54454 ATAD2B +54455 FBXO42 +54458 PRR13 +54460 MRPS21 +54461 FBXW5 +54463 FAM134B +54464 XRN1 +54465 ETAA1 +54466 SPIN2A +54467 ANKIB1 +54468 MIOS +54469 ZFAND6 +5447 POR +54470 ARMCX6 +54471 SMCR7L +54472 TOLLIP +54475 NLE1 +54476 RNF216 +54477 PLEKHA5 +54480 CHPF2 +54482 TRMT13 +54487 DGCR8 +5449 POU1F1 +54491 FAM105A +54492 NEURL1B +54494 C11orf71 +54495 TMX3 +54496 PRMT7 +54497 HEATR5B +54499 TMCO1 +545 ATR +5450 POU2AF1 +54502 RBM47 +54503 ZDHHC13 +54504 CPVL +54505 DHX29 +54507 ADAMTSL4 +54509 RHOF +5451 POU2F1 +54510 PCDH18 +54512 EXOSC4 +54516 MTRF1L +54517 PUS7 +5452 POU2F2 +54520 CCDC93 +54521 WDR44 +54529 ASNSD1 +5453 POU3F1 +54531 MIER2 +54532 USP53 +54534 MRPL50 +54535 CCHCR1 +54539 NDUFB11 +5454 POU3F2 +54540 FAM193B +54542 RC3H2 +54543 TOMM7 +54545 MTMR12 +54549 SDK2 +54552 GNL3L +54553 DKFZP434I0714 +54554 WDR5B +54555 DDX49 +54556 ING3 +54557 SGTB +54558 SPATA6 +54581 SCAND2 +54583 EGLN1 +54584 GNB1L +54585 LZTFL1 +54587 MXRA8 +546 ATRX +5460 POU5F1 +54602 NDFIP2 +54606 DDX56 +54617 INO80 +5462 POU5F1B +54620 FBXL19 +54621 VSIG10 +54622 ARL15 +54623 PAF1 +54625 PARP14 +54627 KIAA1383 +54629 FAM63B +5463 POU6F1 +5465 PPARA +54662 TBC1D13 +54663 WDR74 +54664 TMEM106B +54665 RSBN1 +5467 PPARD +54674 LRRN3 +54676 GTPBP2 +54677 CROT +5468 PPARG +54680 ZNHIT6 +54681 P4HTM +5469 MED1 +54700 RRN3 +54704 PDP1 +54707 GPN2 +5471 PPAT +54714 CNGB3 +54716 SLC6A20 +54718 BTN2A3P +54726 OTUD4 +5473 PPBP +54732 TMED9 +54733 SLC35F2 +54734 RAB39A +54737 MPHOSPH8 +54739 XAF1 +54741 LEPROT +54742 LY6K +54749 EPDR1 +54752 FNDC8 +54753 ZNF853 +54754 FAM22F +54757 FAM20A +54758 KLHDC4 +54760 PCSK4 +54762 GRAMD1C +54765 TRIM44 +54768 HYDIN +54776 PPP1R12C +54778 RNF111 +5478 PPIA +54784 ALKBH4 +54785 C17orf59 +5479 PPIB +54790 TET2 +54793 KCTD9 +54795 TRPM4 +54796 BNC2 +54797 MED18 +54799 MBTD1 +5480 PPIC +54800 KLHL24 +54801 HAUS6 +54802 TRIT1 +54806 AHI1 +54807 ZNF586 +54808 DYM +54809 SAMD9 +5481 PPID +54811 ZNF562 +54812 AFTPH +54813 KLHL28 +54814 QPCTL +54815 GATAD2A +54816 ZNF280D +54819 ZCCHC10 +54820 NDE1 +54821 ERCC6L +54822 TRPM7 +54823 SWT1 +54825 CDHR2 +54826 GIN1 +54828 BCAS3 +54829 ASPN +54830 NUP62CL +54832 VPS13C +548324 C9orf133 +54834 GDAP2 +54836 BSPRY +54839 LRRC49 +54840 APTX +54841 BIVM +54842 MFSD6 +54843 SYTL2 +54847 SIDT1 +54848 ARHGEF38 +54849 DEF8 +54850 FBXL12 +54851 ANKRD49 +54853 WDR55 +54855 FAM46C +54856 GON4L +54858 PGPEP1 +54859 ELP6 +548593 SLX1A +54861 SNRK +54862 CC2D1A +54863 TOR4A +548644 POLR2J3 +548645 DNAJC25 +54865 GPATCH4 +54867 TMEM214 +54868 TMEM104 +54869 EPS8L1 +54870 QRICH1 +54872 PIGG +54874 FNBP1L +54875 CNTLN +54876 DCAF16 +54877 ZCCHC2 +54878 DPP8 +54879 ST7L +54880 BCOR +54881 TEX10 +54882 ANKHD1 +54883 CWC25 +54884 RETSAT +54885 TBC1D8B +54887 UHRF1BP1 +54888 NSUN2 +54890 ALKBH5 +54891 INO80D +54892 NCAPG2 +54893 MTMR10 +54894 RNF43 +54896 PQLC2 +54897 CASZ1 +54899 PXK +549 AUH +54900 LAX1 +54901 CDKAL1 +54902 TTC19 +54903 MKS1 +54904 WHSC1L1 +54908 SPDL1 +54910 SEMA4C +54913 RPP25 +54914 FOCAD +54916 C14orf101 +54918 CMTM6 +54919 HEATR2 +54920 DUS2L +54921 CHTF8 +54925 ZNF434 +54926 UBE2R2 +54927 CHCHD3 +54928 IMPAD1 +54929 TMEM161A +5493 PPL +54930 HAUS4 +54931 TRMT10C +54932 EXD3 +54933 RHBDL2 +54934 KANSL2 +54935 DUSP23 +54936 ADPRHL2 +54938 SARS2 +54939 COMMD4 +5494 PPM1A +54940 OCIAD1 +54941 RNF125 +54942 FAM206A +54943 DNAJC28 +54944 FLJ20464 +54946 SLC41A3 +54947 LPCAT2 +54948 MRPL16 +54949 SDHAF2 +5495 PPM1B +54951 COMMD8 +54952 TRNAU1AP +54953 C1orf27 +54954 FAM120C +54955 C1orf109 +54956 PARP16 +54957 TXNL4B +54958 TMEM160 +5496 PPM1G +54960 GEMIN8 +54961 SSH3 +54962 TIPIN +54964 C1orf56 +54965 PIGX +54968 TMEM70 +54969 C4orf27 +54970 TTC12 +54971 BANP +54972 TMEM132A +54973 CPSF3L +54974 THG1L +54977 SLC25A38 +54978 C2orf18 +5498 PPOX +54980 C2orf42 +54981 NMRK1 +54982 CLN6 +54984 PINX1 +54985 HCFC1R1 +54986 ULK4 +54987 C1orf123 +54989 ZNF770 +5499 PPP1CA +54991 C1orf159 +54993 ZSCAN2 +54995 OXSM +54996 MARC2 +54997 TESC +54998 AURKAIP1 +55 ACPP +550 AUP1 +5500 PPP1CB +55000 TUG1 +55001 TTC22 +55002 TMCO3 +55003 PAK1IP1 +55004 LAMTOR1 +55005 RMND1 +55006 TRMT61B +55007 FAM118A +55008 HERC6 +55009 C19orf24 +5501 PPP1CC +55010 PARPBP +55011 PIH1D1 +550112 LOC550112 +55012 PPP2R3C +55013 CCDC109B +55014 STX17 +55015 PRPF39 +55016 MARCH1 +55017 C14orf119 +55020 TTC38 +55022 PID1 +55023 PHIP +55024 BANK1 +55025 FLJ20712 +55026 FAM70A +55027 HEATR3 +55028 C17orf80 +55030 FBXO34 +55031 USP47 +55032 SLC35A5 +55033 FKBP14 +55035 NOL8 +55037 PTCD3 +55038 CDCA4 +55039 TRMT12 +5504 PPP1R2 +55041 PLEKHB2 +55048 VPS37C +55049 C19orf60 +55051 NRDE2 +55052 MRPL20 +55054 ATG16L1 +55055 ZWILCH +55056 FLJ10038 +55057 AIM1L +55061 SUSD4 +55062 WIPI1 +55063 ZCWPW1 +550631 CCDC157 +55064 SPATA6L +550643 LOC550643 +55065 SLC52A1 +55066 PDPR +55068 ENOX1 +55069 TMEM248 +55070 DET1 +55071 C9orf40 +55072 RNF31 +55073 LRRC37A4P +55074 OXR1 +55075 UACA +55079 FEZF2 +55080 TAPBPL +55081 IFT57 +55082 ARGLU1 +55083 KIF26B +55084 SOBP +55086 CXorf57 +55089 SLC38A4 +55090 MED9 +55092 TMEM51 +55093 WDYHV1 +55094 GPATCH1 +55095 SAMD4B +55096 EBLN2 +5510 PPP1R7 +55100 WDR70 +55101 ATP5SL +55102 ATG2B +55103 RALGPS2 +55105 GPATCH2 +55106 SLFN12 +55108 BSDC1 +55109 AGGF1 +5511 PPP1R8 +55110 MAGOHB +55111 PLEKHJ1 +55112 WDR60 +55113 XKR8 +55114 ARHGAP17 +55116 TMEM39B +55119 PRPF38B +55120 FANCL +55122 AKIRIN2 +55124 PIWIL2 +55125 CEP192 +55127 HEATR1 +55128 TRIM68 +55129 ANO10 +55131 RBM28 +55132 LARP1B +55133 SRBD1 +55135 WRAP53 +55138 FAM90A1 +55139 ANKZF1 +5514 PPP1R10 +55140 ELP3 +55142 HAUS2 +55143 CDCA8 +55144 LRRC8D +55145 THAP1 +55146 ZDHHC4 +55147 RBM23 +55148 UBR7 +5515 PPP2CA +55151 TMEM38B +55152 DALRD3 +55153 SDAD1 +55154 MSTO1 +55156 ARMC1 +55157 DARS2 +55159 RFWD3 +5516 PPP2CB +55160 ARHGEF10L +55161 TMEM33 +55163 PNPO +55164 SHQ1 +55166 CENPQ +55167 MSL2 +55168 MRPS18A +5517 PPP2CBP1 +55170 PRMT6 +55171 TBCCD1 +55172 DNAAF2 +55173 MRPS10 +55174 INTS10 +55175 KLHL11 +55177 FAM82A2 +55178 RNMTL1 +55179 FAIM +5518 PPP2R1A +55180 LINS +55181 SMG8 +55182 RNF220 +55183 RIF1 +55186 SLC25A36 +55187 VPS13D +55188 RIC8B +5519 PPP2R1B +55190 NUDT11 +55191 NADSYN1 +55192 DNAJC17 +55193 PBRM1 +55194 FAM176B +55195 C14orf105 +55196 KIAA1551 +55197 RPRD1A +55198 APPL2 +55199 FAM86C1 +552 AVPR1A +5520 PPP2R2A +55200 PLEKHG6 +55201 MAP1S +55203 LGI2 +55204 GOLPH3L +55205 ZNF532 +55206 SBNO1 +55207 ARL8B +55208 DCUN1D2 +55209 SETD5 +5521 PPP2R2B +55210 ATAD3A +55211 DPPA4 +55212 BBS7 +55213 RCBTB1 +55214 LEPREL1 +55215 FANCI +55216 C11orf57 +55217 TMLHE +55218 EXD2 +55219 TMEM57 +55223 TRIM62 +55224 ETNK2 +55225 RAVER2 +55226 NAT10 +55227 LRRC1 +55229 PANK4 +5523 PPP2R3A +55230 USP40 +55233 MOB1A +55234 SMU1 +55236 UBA6 +55238 SLC38A7 +55239 OGFOD1 +5524 PPP2R4 +55240 STEAP3 +55244 SLC47A1 +55246 CCDC25 +55247 NEIL3 +55248 TMEM206 +55249 YY1AP1 +5525 PPP2R5A +55250 ELP2 +55252 ASXL2 +55253 TYW1 +55254 TMEM39A +55255 WDR41 +55256 ADI1 +55258 THNSL2 +55259 CASC1 +5526 PPP2R5B +55260 TMEM143 +55262 C7orf43 +55266 TMEM19 +55267 C22orf26 +55268 ECHDC2 +55269 PSPC1 +5527 PPP2R5C +55270 NUDT15 +55272 IMP3 +55274 PHF10 +55275 VPS53 +55276 PGM2 +55277 FGGY +55278 QRSL1 +55279 ZNF654 +5528 PPP2R5D +55281 TMEM140 +55283 MCOLN3 +55284 UBE2W +55285 RBM41 +55286 C4orf19 +55287 TMEM40 +55288 RHOT1 +552889 ATXN7L3B +5529 PPP2R5E +55290 BRF2 +552900 BOLA2 +55291 PPP6R3 +55293 UEVLD +55294 FBXW7 +55295 KLHL26 +55296 TBC1D19 +55297 CCDC91 +55298 RNF121 +55299 BRIX1 +5530 PPP3CA +55300 PI4K2B +55303 GIMAP4 +55308 DDX19A +5531 PPP4C +553103 LOC553103 +55311 ZNF444 +553115 PEF1 +55312 RFK +55313 CPPED1 +55314 TMEM144 +55316 RSAD1 +55319 TMA16 +55320 MIS18BP1 +55322 C5orf22 +55324 ABCF3 +55325 UFSP2 +55326 AGPAT5 +55327 LIN7C +55329 MNS1 +5533 PPP3CC +55330 BLOC1S4 +55331 ACER3 +55332 DRAM1 +55333 SYNJ2BP +55334 SLC39A9 +55335 NIPSNAP3B +55336 FBXL8 +55337 C19orf66 +55339 WDR33 +5534 PPP3R1 +55341 LSG1 +55342 STRBP +55343 SLC35C1 +55344 PLCXD1 +55345 C4orf21 +55346 TCP11L1 +55347 ABHD10 +55349 CHDH +55350 VNN3 +55351 STK32B +55352 C17orf79 +55353 LAPTM4B +55356 SLC22A15 +55357 TBC1D2 +55359 STYK1 +5536 PPP5C +55362 TMEM63B +55363 HEMGN +55364 IMPACT +55365 TMEM176A +55366 LGR4 +55367 PIDD +5537 PPP6C +55374 TMCO6 +55379 LRRC59 +5538 PPT1 +55384 MEG3 +554 AVPR2 +55410 NCRNA00185 +5542 PRB1 +554202 MIR31HG +554203 JPX +554206 LOC554206 +55421 C17orf85 +55422 ZNF331 +554223 LOC554223 +554225 STRCP1 +554226 ANKRD30BL +554235 ASPDH +554236 DPY19L2P1 +55425 KIAA1704 +554251 FBXO48 +554279 C1orf98 +554282 FAM72C +554313 HIST2H4B +55432 YOD1 +55435 AP1AR +554354 LARP4P +55437 STRADB +5544 PRB3 +55449 DHRS4-AS1 +5545 PRB4 +55450 CAMK2N1 +5546 PRCC +55466 DNAJA4 +5547 PRCP +55471 NDUFAF7 +55472 RBM12B-AS1 +55486 PARL +5550 PREP +55500 ETNK1 +55501 CHST12 +55502 HES6 +55503 TRPV6 +55505 NOP10 +55508 SLC35E3 +55509 BATF3 +55510 DDX43 +55512 SMPD3 +55520 ELAC1 +55521 TRIM36 +55527 FEM1A +55529 TMEM55A +5553 PRG2 +55534 MAML3 +55536 CDCA7L +5554 PRH1 +55540 IL17RB +55545 MSX2P1 +5555 PRH2 +55552 ZNF823 +55556 ENOSF1 +55558 PLXNA3 +55559 HAUS7 +55561 CDC42BPG +55565 ZNF821 +55567 DNAH3 +55568 GALNT10 +5557 PRIM1 +55571 C2orf29 +55572 FOXRED1 +55573 CDV3 +55577 NAGK +55578 FAM48A +55582 KIF27 +55585 UBE2Q1 +55588 MED29 +55589 BMP2K +55591 VEZT +55592 GOLGA2P5 +55593 OTUD5 +55596 ZCCHC8 +55599 RNPC3 +55601 DDX60 +55602 CDKN2AIP +55603 FAM46A +55604 LRRC16A +55605 KIF21A +55607 PPP1R9A +55608 ANKRD10 +55609 ZNF280C +55610 CCDC132 +55611 OTUB1 +55613 MTMR8 +55615 PRR5 +55616 ASAP3 +55619 DOCK10 +5562 PRKAA1 +55621 TRMT1 +55622 TTC27 +55623 THUMPD1 +55624 POMGNT1 +55625 ZDHHC7 +55626 AMBRA1 +55627 SMPD4 +55628 ZNF407 +55629 PNRC2 +55630 SLC39A4 +55631 LRRC40 +55632 G2E3 +55633 TBC1D22B +55634 ZNF673 +55636 CHD7 +55638 SYBU +5564 PRKAB1 +55640 FLVCR2 +55643 BTBD2 +55644 OSGEP +55646 LYAR +55647 RAB20 +5565 PRKAB2 +55650 PIGV +55651 NHP2 +55652 SLC48A1 +55654 TMEM127 +55655 NLRP2 +55656 INTS8 +55657 ZNF692 +55658 RNF126 +55659 ZNF416 +5566 PRKACA +55660 PRPF40A +55663 ZNF446 +55664 CDC37L1 +55665 URGCP +55666 NPLOC4 +55667 DENND4C +55668 GPATCH2L +55669 MFN1 +5567 PRKACB +55670 PEX26 +55671 SMEK1 +55672 NBPF1 +55676 SLC30A6 +55677 IWS1 +55679 LIMS2 +5568 PRKACG +55681 SCYL2 +55683 KANSL3 +55684 RABL6 +55686 MREG +55687 TRMU +55689 YEATS2 +5569 PKIA +55690 PACS1 +55692 LUC7L +55693 KDM4D +55695 NSUN5 +55696 RBM22 +55697 VAC14 +55698 RADIL +55699 IARS2 +5570 PKIB +55700 MAP7D1 +55701 ARHGEF40 +55702 CCDC94 +55703 POLR3B +55704 CCDC88A +55705 IPO9 +55706 TMEM48 +55707 NECAP2 +55709 KBTBD4 +5571 PRKAG1 +55711 FAR2 +55715 DOK4 +55716 LMBR1L +55718 POLR3E +55720 TSR1 +55721 IQCC +55722 CEP72 +55723 ASF1B +55726 ASUN +55727 BTBD7 +55728 N4BP2 +55729 ATF7IP +5573 PRKAR1A +55731 FAM222B +55732 C1orf112 +55733 HHAT +55735 DNAJC11 +55737 VPS35 +55739 CARKD +55740 ENAH +55743 CHFR +55744 COA1 +55745 AP5M1 +55746 NUP133 +55748 CNDP2 +5575 PRKAR1B +55750 AGK +55751 TMEM184C +55752 SEPT11 +55754 TMEM30A +55755 CDK5RAP2 +55756 INTS9 +55757 UGGT2 +55758 RCOR3 +55759 WDR12 +5576 PRKAR2A +55761 TTC17 +55762 ZNF701 +55763 EXOC1 +55764 IFT122 +55766 H2AFJ +55768 NGLY1 +55769 ZNF83 +5577 PRKAR2B +55770 EXOC2 +55771 PRR11 +55773 TBC1D23 +55775 TDP1 +55776 SAYSD1 +55777 MBD5 +55778 ZNF839 +55779 WDR52 +5578 PRKCA +55780 C6orf70 +55781 RIOK2 +55783 FTSJD1 +55784 MCTP2 +55785 FGD6 +55786 ZNF415 +55787 TXLNG +55788 LMBRD1 +55789 DEPDC1B +5579 PRKCB +55790 CSGALNACT1 +55791 LRIF1 +55793 FAM63A +55794 DDX28 +55795 PCID2 +55796 MBNL3 +55798 METTL2B +55799 CACNA2D3 +558 AXL +5580 PRKCD +55800 SCN3B +55801 IL26 +55802 DCP1A +55803 ADAP2 +55805 LRP2BP +55806 HR +55808 ST6GALNAC1 +55809 TRERF1 +5581 PRKCE +55810 FOXJ2 +55811 ADCY10 +55812 SPATA7 +55813 UTP6 +55814 BDP1 +55815 TSNAXIP1 +55818 KDM3A +55819 RNF130 +55823 VPS11 +55824 PAG1 +55825 PECR +55827 DCAF6 +55829 VIMP +5583 PRKCH +55830 GLT8D1 +55831 EMC3 +55832 CAND1 +55833 UBAP2 +55835 CENPJ +55837 EAPP +55839 CENPN +5584 PRKCI +55840 EAF2 +55841 WWC3 +55843 ARHGAP15 +55845 BRK1 +55846 ITFG2 +55848 PLGRKT +5585 PKN1 +55850 USE1 +55851 PSENEN +55852 TEX2 +55854 ZC3H15 +55855 FAM45B +55856 ACOT13 +55858 TMEM165 +55859 BEX1 +5586 PKN2 +55860 ACTR10 +55862 ECHDC1 +55863 TMEM126B +55869 HDAC8 +55870 ASH1L +55871 CBWD1 +55876 GSDMB +55884 WSB2 +55885 LMO3 +55888 ZNF167 +5589 PRKCSH +55891 LENEP +55892 MYNN +55893 ZNF395 +55898 UNC45A +5590 PRKCZ +55900 ZNF302 +55901 THSD1 +55904 MLL5 +55906 ZC4H2 +55907 CMAS +55909 BIN3 +5591 PRKDC +55911 APOBR +55914 ERBB2IP +55915 LANCL2 +55916 NXT2 +55917 CTTNBP2NL +55920 RCC2 +55922 NKRF +55924 FAM212B +55929 DMAP1 +5593 PRKG2 +55930 MYO5C +55937 APOM +5594 MAPK1 +5595 MAPK3 +55954 ZMAT5 +55957 LIN37 +55958 KLHL9 +55967 NDUFA12 +5597 MAPK6 +55971 BAIAP2L1 +55972 SLC25A40 +55973 BCAP29 +55974 SLC50A1 +55975 KLHL7 +5598 MAPK7 +5600 MAPK11 +56005 C19orf10 +56006 SMG9 +5601 MAPK9 +5602 MAPK10 +5603 MAPK13 +56034 PDGFC +5604 MAP2K1 +5605 MAP2K2 +56052 ALG1 +5606 MAP2K3 +56061 UBFD1 +56063 TMEM234 +5607 MAP2K5 +5608 MAP2K6 +5609 MAP2K7 +56099 PCDHGB7 +5610 EIF2AK2 +56100 PCDHGB6 +56101 PCDHGB5 +56102 PCDHGB3 +56103 PCDHGB2 +56105 PCDHGA11 +56106 PCDHGA10 +56107 PCDHGA9 +56108 PCDHGA7 +56109 PCDHGA6 +5611 DNAJC3 +56110 PCDHGA5 +5612 PRKRIR +56120 PCDHGB8P +5613 PRKX +56155 TEX14 +56158 TEX12 +5616 PRKY +56160 NDNL2 +56163 RNF17 +56164 STK31 +56171 DNAH7 +56172 ANKH +5618 PRLR +56180 MOSPD1 +56181 FAM54B +56203 LMOD3 +56204 FAM214A +5624 PROC +56241 SUSD2 +56242 ZNF253 +56244 BTNL2 +56245 C21orf62 +5625 PRODH +56252 YLPM1 +56253 CRTAM +56254 RNF20 +56257 MEPCE +56260 C8orf44 +56262 LRRC8A +56267 CCBL2 +5627 PROS1 +56270 WDR45L +56271 BEX4 +5629 PROX1 +56302 TRPV5 +5631 PRPS1 +56339 METTL3 +5634 PRPS2 +56342 PPAN +56344 CABP5 +5635 PRPSAP1 +5636 PRPSAP2 +5638 PRRG1 +5639 PRRG2 +5641 LGMN +56413 LTB4R2 +5644 PRSS1 +5646 PRSS3 +56474 CTPS2 +56476 ABCB10P1 +56477 CCL28 +56478 EIF4ENIF1 +56479 KCNQ5 +5649 RELN +5652 PRSS8 +56548 CHST7 +5657 PRTN3 +56604 TUBB7P +56605 ERO1LB +56606 SLC2A9 +56616 DIABLO +56623 INPP5E +5663 PSEN1 +5664 PSEN2 +56648 EIF5A2 +56650 CLDND1 +56654 NPDC1 +56655 POLE4 +56658 TRIM39 +56659 KCNK13 +56662 VTRNA1-3 +56664 VTRNA1-1 +56666 PANX2 +56670 SUCNR1 +56672 AKIP1 +56673 C11orf16 +56674 TMEM9B +56675 NRIP3 +56683 C21orf59 +567 B2M +56729 RETN +5681 PSKH1 +5682 PSMA1 +56829 ZC3HAV1 +5683 PSMA2 +56832 IFNK +56833 SLAMF8 +56834 GPR137 +5684 PSMA3 +56848 SPHK2 +5685 PSMA4 +56850 GRIPAP1 +56851 EMC7 +56852 RAD18 +56853 CELF4 +5686 PSMA5 +5687 PSMA6 +56882 CDC42SE1 +56886 UGGT1 +56888 KCMF1 +5689 PSMB1 +56890 MDM1 +56893 UBQLN4 +56894 AGPAT3 +56895 AGPAT4 +56897 WRNIP1 +56898 BDH2 +5690 PSMB2 +56900 TMEM167B +56902 PNO1 +56903 PAPOLB +56904 SH3GLB2 +56905 C15orf39 +56907 SPIRE1 +5691 PSMB3 +56910 STARD7 +56911 C21orf7 +56912 IFT46 +56913 C1GALT1 +56915 EXOSC5 +56916 SMARCAD1 +56919 DHX33 +5692 PSMB4 +56920 SEMA3G +56922 MCCC1 +56924 PAK6 +56925 LXN +56926 NCLN +56927 GPR108 +56928 SPPL2B +56929 FEM1C +5693 PSMB5 +56931 DUS3L +56935 C11orf75 +56938 ARNTL2 +5694 PSMB6 +56940 DUSP22 +56941 C3orf37 +56942 CMC2 +56943 ENY2 +56944 OLFML3 +56945 MRPS22 +56946 C11orf30 +56947 MFF +56948 SDR39U1 +56949 XAB2 +5695 PSMB7 +56950 SMYD2 +56951 C5orf15 +56953 NT5M +56954 NIT2 +56957 OTUD7B +5696 PSMB8 +56965 PARP6 +56967 C14orf132 +56970 ATXN7L3 +56971 CEACAM19 +56975 FAM20C +56978 PRDM8 +56979 PRDM9 +5698 PSMB9 +56980 PRDM10 +56981 PRDM11 +56983 POGLUT1 +56984 PSMG2 +56985 ADPRM +56986 DTWD1 +56987 BBX +5699 PSMB10 +56990 CDC42SE2 +56992 KIF15 +56993 TOMM22 +56994 CHPT1 +56995 TULP4 +56996 SLC12A9 +56997 ADCK3 +56998 CTNNBIP1 +570 BAAT +5700 PSMC1 +57001 ACN9 +57002 YAE1D1 +57003 CCDC47 +57007 CXCR7 +5701 PSMC2 +57010 CABP4 +57017 COQ9 +57018 CCNL1 +57019 CIAPIN1 +5702 PSMC3 +57020 C16orf62 +57026 PDXP +5703 PSMC3P +57035 C1orf63 +57037 ANKMY2 +57038 RARS2 +5704 PSMC4 +57045 TWSG1 +57047 PLSCR2 +5705 PSMC5 +57050 UTP3 +57053 CHRNA10 +5706 PSMC6 +57060 PCBP4 +57061 HYMAI +57062 DDX24 +5707 PSMD1 +5708 PSMD2 +57082 CASC5 +57085 AGTRAP +57088 PLSCR4 +5709 PSMD3 +57092 PCNP +57095 PITHD1 +57096 RPGRIP1 +57097 PARP11 +57099 AVEN +571 BACH1 +5710 PSMD4 +57101 ANO2 +57102 C12orf4 +57103 C12orf5 +57104 PNPLA2 +57105 CYSLTR2 +57106 NAT14 +57107 PDSS2 +57109 REXO4 +5711 PSMD5 +57110 HRASLS +57117 INTS12 +57120 GOPC +57121 LPAR5 +57122 NUP107 +57124 CD248 +57125 PLXDC1 +57128 LYRM4 +57129 MRPL47 +5713 PSMD7 +57130 ATP13A1 +57132 CHMP1B +57134 MAN1C1 +57139 RGL3 +5714 PSMD8 +57140 RNPEPL1 +57142 RTN4 +57143 ADCK1 +57146 TMEM159 +57147 SCYL3 +57149 LYRM1 +5715 PSMD9 +57150 C6orf162 +57151 LYZL6 +57153 SLC44A2 +57154 SMURF1 +57156 TMEM63C +57157 PHTF2 +5716 PSMD10 +57161 PELI2 +57162 PELI1 +57168 ASPHD2 +5717 PSMD11 +57171 DOLPP1 +57172 CAMK1G +57175 CORO1B +57176 VARS2 +57179 KIAA1191 +5718 PSMD12 +57180 ACTR3B +57181 SLC39A10 +57182 ANKRD50 +57184 FAM219B +57185 NIPAL3 +57187 THOC2 +57189 KIAA1147 +5719 PSMD13 +57190 SEPN1 +57191 VN1R1 +57192 MCOLN1 +57194 ATP10A +57198 ATP8B2 +572 BAD +5720 PSME1 +57205 ATP10D +5721 PSME2 +57210 SLC45A4 +57211 GPR126 +57212 TP73-AS1 +57213 SPRYD7 +57214 KIAA1199 +57215 THAP11 +57217 TTC7A +57221 KIAA1244 +57222 ERGIC1 +57223 SMEK2 +57224 NHSL1 +57226 LYRM2 +57228 SMAGP +5723 PSPH +57231 SNX14 +57232 ZNF630 +57234 FAM91A2 +5724 PTAFR +5725 PTBP1 +572558 PGM5-AS1 +5726 TAS2R38 +5727 PTCH1 +57282 SLC4A10 +5729 PTGDR +57291 DANCR +573 BAG1 +5730 PTGDS +5732 PTGER2 +57326 PBXIP1 +5733 PTGER3 +57332 CBX8 +57333 RCN3 +57335 ZNF286A +57336 ZNF287 +57337 SENP7 +57338 JPH3 +5734 PTGER4 +57343 ZNF304 +57348 TTYH1 +57379 AICDA +5738 PTGFRN +57380 MRS2 +5739 PTGIR +57396 CLK4 +573971 DHFRP1 +574029 DUSP5P +57404 CYP20A1 +574040 SNORA6 +574042 SNORA10 +57406 ABHD6 +57407 NMRAL1 +57409 MIF4GD +57410 SCYL1 +57414 RHBDD2 +57415 C3orf14 +57418 WDR18 +5742 PTGS1 +5743 PTGS2 +574407 C1orf145 +574431 C1orf147 +574432 C1orf148 +574444 MIR491 +57447 NDRG2 +57448 BIRC6 +57449 PLEKHG5 +574508 MIR505 +57453 DSCAML1 +57455 REXO1 +57456 KIAA1143 +57458 TMCC3 +57459 GATAD2B +57460 PPM1H +57461 ISY1 +57462 KIAA1161 +57463 AMIGO1 +57464 FAM40B +57465 TBC1D24 +57466 SCAF4 +57469 PNMAL2 +5747 PTK2 +57470 LRRC47 +57471 ERMN +57472 CNOT6 +57474 ZNF490 +57475 PLEKHH1 +57476 GRAMD1B +57477 SHROOM4 +57478 USP31 +57479 PRR12 +57480 PLEKHG1 +57482 KIAA1211 +57484 RNF150 +57486 NLN +57488 ESYT2 +57489 ODF2L +57491 AHRR +57492 ARID1B +57493 HEG1 +57494 RIMKLB +57496 MKL2 +57497 LRFN2 +57498 KIDINS220 +575 BAI1 +57504 MTA3 +57505 AARS2 +57507 ZNF608 +57508 INTS2 +57509 MTUS1 +57510 XPO5 +57511 COG6 +57513 CASKIN2 +57514 ARHGAP31 +57515 SERINC1 +57519 STARD9 +57520 HECW2 +57521 RPTOR +57522 SRGAP1 +57523 NYNRIN +57530 CGN +57531 HACE1 +57532 NUFIP2 +57533 TBC1D14 +57534 MIB1 +57535 KIAA1324 +57536 KIAA1328 +57538 ALPK3 +57539 WDR35 +5754 PTK7 +57541 ZNF398 +57542 KLHDC5 +57544 TXNDC16 +57545 CC2D2A +57546 PDP2 +57547 ZNF624 +57551 TAOK1 +57552 NCEH1 +57553 MICAL3 +57554 LRRC7 +57555 NLGN2 +57556 SEMA6A +57558 USP35 +5756 TWF1 +57560 IFT80 +57561 ARRDC3 +57562 KIAA1377 +57563 KLHL8 +57565 KLHL14 +57567 ZNF319 +57568 SIPA1L2 +57569 ARHGAP20 +5757 PTMA +57570 TRMT5 +57571 CARNS1 +57572 DOCK6 +57573 ZNF471 +57577 KIAA1407 +57579 FAM135A +5758 PTMAP1 +57583 TMEM181 +57585 CRAMP1L +57587 KIAA1430 +57589 KIAA1432 +5759 PTMAP2 +57590 WDFY1 +57591 MKL1 +57592 ZNF687 +57594 HOMEZ +57595 PDZD4 +57597 BAHCC1 +57599 WDR48 +57600 FNIP2 +57602 USP36 +57605 PITPNM2 +57606 SLAIN2 +57609 DIP2B +5761 PTMAP4 +57610 RANBP10 +57613 KIAA1467 +57614 KIAA1468 +57615 ZNF492 +57616 TSHZ3 +57617 VPS18 +57619 SHROOM3 +57620 STIM2 +57621 ZBTB2 +57622 LRFN1 +57623 ZFAT +57624 NYAP2 +5763 PTMS +57630 SH3RF1 +57633 LRRN1 +57634 EP400 +57636 ARHGAP23 +57639 CCDC146 +57643 ZSWIM5 +57645 POGK +57646 USP28 +57647 DHX37 +57648 KIAA1522 +57649 PHF12 +57650 KIAA1524 +57654 UVSSA +57655 GRAMD1A +57657 HCN3 +57658 CALCOCO1 +57659 ZBTB4 +57661 PHRF1 +57664 PLEKHA4 +57665 RDH14 +57666 FBRSL1 +57669 EPB41L5 +57670 KIAA1549 +57673 BEND3 +57674 RNF213 +57677 ZFP14 +57679 ALS2 +5768 QSOX1 +57680 CHD8 +57683 ZDBF2 +57684 ZBTB26 +57685 CACHD1 +57688 ZSWIM6 +57690 TNRC6C +57691 KIAA1586 +57692 MAGEE1 +57693 ZNF317 +57695 USP37 +57696 DDX55 +57697 FANCM +57699 CPNE5 +57701 NCKAP5L +57703 CWC22 +57704 GBA2 +57706 DENND1A +57707 KIAA1609 +57708 MIER1 +5771 PTPN2 +57710 KIAA1614 +57711 ZNF529 +57716 PRX +57718 PPP4R4 +57719 ANO8 +57720 GPR107 +57721 METTL14 +57724 EPG5 +57728 WDR19 +57730 ANKRD36B +57732 ZFYVE28 +5775 PTPN4 +57758 SCUBE2 +57763 ANKRA2 +5777 PTPN6 +5778 PTPN7 +57786 RBAK +57787 MARK4 +57794 SUGP1 +57798 GATAD1 +57799 RAB40C +578 BAK1 +5780 PTPN9 +57804 POLD4 +57805 KIAA1967 +5781 PTPN11 +57817 HAMP +57819 LSM2 +5782 PTPN12 +57820 CCNB1IP1 +57821 C1orf114 +57823 SLAMF7 +57826 RAP2C +57827 C6orf47 +57828 CATSPERG +5783 PTPN13 +57835 SLC4A5 +5784 PTPN14 +57862 ZNF410 +57864 SLC46A2 +5787 PTPRB +5788 PTPRC +5789 PTPRD +5790 PTPRCAP +5792 PTPRF +5793 PTPRG +5794 PTPRH +5795 PTPRJ +5796 PTPRK +5797 PTPRM +5798 PTPRN +5799 PTPRN2 +58 ACTA1 +580 BARD1 +5800 PTPRO +5802 PTPRS +5805 PTS +5806 PTX3 +581 BAX +5810 RAD1 +5813 PURA +5814 PURB +58155 PTBP2 +5816 PVALB +5817 PVR +5818 PVRL1 +5819 PVRL2 +58190 CTDSP1 +58191 CXCL16 +582 BBS1 +5820 PVT1 +5822 PWP2 +5824 PEX19 +5825 ABCD3 +5826 ABCD4 +5827 PXMP2 +5828 PEX2 +5829 PXN +583 BBS2 +5830 PEX5 +5831 PYCR1 +5833 PCYT2 +5836 PYGL +5837 PYGM +58472 SQRDL +58473 PLEKHB1 +58475 MS4A7 +58477 SRPRB +58478 ENOPH1 +58480 RHOU +58484 NLRC4 +58485 TRAPPC1 +58486 ZBED5 +58487 CREBZF +58488 PCTP +58489 FAM108C1 +58491 ZNF71 +58492 ZNF77 +58493 INIP +58494 JAM2 +58496 LY6G5B +58497 PRUNE +58499 ZNF462 +585 BBS4 +58500 ZNF250 +58505 OSTC +58506 SCAF1 +58508 MLL3 +58509 CACTIN +58512 DLGAP3 +58513 EPS15L1 +58515 SELK +58516 FAM60A +58517 RBM25 +58525 WIZ +58526 MID1IP1 +58527 ABRACL +58528 RRAGD +58533 SNX6 +5858 PZP +5859 QARS +586 BCAT1 +5860 QDPR +5861 RAB1A +5862 RAB2A +5863 RGL2 +5864 RAB3A +5865 RAB3B +5866 RAB3IL1 +5867 RAB4A +5868 RAB5A +5869 RAB5B +587 BCAT2 +5870 RAB6A +5871 MAP4K2 +5872 RAB13 +5873 RAB27A +5874 RAB27B +5875 RABGGTA +5876 RABGGTB +5877 RABIF +5878 RAB5C +5879 RAC1 +5880 RAC2 +5883 RAD9A +5884 RAD17 +5885 RAD21 +5886 RAD23A +5887 RAD23B +5888 RAD51 +5889 RAD51C +5890 RAD51B +5891 MOK +5892 RAD51D +5893 RAD52 +5894 RAF1 +5896 RAG1 +5898 RALA +58986 TMEM8A +5899 RALB +5900 RALGDS +5901 RAN +5902 RANBP1 +5903 RANBP2 +5905 RANGAP1 +5906 RAP1A +5907 RAP1AP +5908 RAP1B +59084 ENPP5 +5910 RAP1GDS1 +5911 RAP2A +5912 RAP2B +5913 RAPSN +5914 RARA +5915 RARB +5916 RARG +5917 RARS +5918 RARRES1 +5920 RARRES3 +5921 RASA1 +5922 RASA2 +5923 RASGRF1 +5924 RASGRF2 +5925 RB1 +5926 ARID4A +59269 HIVEP3 +5927 KDM5A +59271 FAM176C +59274 MESDC1 +59277 NTN4 +5928 RBBP4 +59283 CACNG8 +59286 UBL5 +5929 RBBP5 +593 BCKDHA +5930 RBBP6 +59307 SIGIRR +5931 RBBP7 +5932 RBBP8 +59339 PLEKHA2 +5934 RBL2 +59340 HRH4 +59342 SCPEP1 +59343 SENP2 +59345 GNB4 +59348 ZNF350 +59349 KLHL12 +5935 RBM3 +59352 LGR6 +5936 RBM4 +5937 RBMS1 +5939 RBMS2 +594 BCKDHB +5947 RBP1 +5948 RBP2 +594837 SNORD101 +594838 SNORD100 +594839 SNORA33 +594840 ZFAT-AS1 +594841 WDR45P +595 CCND1 +595097 SNORD16 +595098 SNORD18A +595099 SNORD18B +595100 SNORD18C +595101 LOC595101 +595135 PGM5P2 +5954 RCN1 +5955 RCN2 +5956 OPN1LW +5959 RDH5 +596 BCL2 +5961 PRPH2 +5962 RDX +5965 RECQL +5966 REL +597 BCL2A1 +5970 RELA +5971 RELB +5973 RENBP +5976 UPF1 +5977 DPF2 +5978 REST +5980 REV3L +5981 RFC1 +5982 RFC2 +5983 RFC3 +5984 RFC4 +5985 RFC5 +5986 RFNG +5987 TRIM27 +5989 RFX1 +599 BCL2L2 +5990 RFX2 +5991 RFX3 +5992 RFX4 +5993 RFX5 +5994 RFXAP +5996 RGS1 +5997 RGS2 +5998 RGS3 +60 ACTB +6000 RGS7 +6002 RGS12 +6003 RGS13 +6004 RGS16 +6006 RHCE +6007 RHD +6009 RHEB +601 BAK1P2 +6013 RLN1 +6015 RING1 +6016 RIT1 +6018 RLF +6019 RLN2 +602 BCL3 +6023 RMRP +6029 RN7SL1 +60312 AFAP1 +60313 GPBP1L1 +60314 C12orf10 +60343 FAM3A +6035 RNASE1 +6036 RNASE2 +6037 RNASE3 +6038 RNASE4 +60386 SLC25A19 +6039 RNASE6 +604 BCL6 +6041 RNASEL +60412 EXOC4 +6043 SNORA63 +6044 SNORA62 +6045 RNF2 +6046 BRD2 +60468 BACH2 +6047 RNF4 +6048 RNF5 +60481 ELOVL5 +60485 SAV1 +60487 TRMT11 +60488 MRPS35 +60489 APOBEC3G +6049 RNF6 +60490 PPCDC +60491 NIF3L1 +60492 CCDC90B +60494 CCDC81 +60496 AASDHPPT +605 BCL7A +6050 RNH1 +60509 AGBL5 +6051 RNPEP +60526 C2orf43 +60528 ELAC2 +60529 ALX4 +60558 GUF1 +60559 SPCS3 +60560 NAA35 +60561 RINT1 +6059 ABCE1 +60592 SCOC +6060 RNU1-4 +60626 RIC8A +606495 CYB5RL +606500 SNORD68 +606551 UBE2MP1 +60672 MIIP +606724 LOC606724 +60673 C12orf44 +60674 GAS5 +60675 PROK2 +60677 CELF6 +60678 EEFSEC +60681 FKBP10 +60682 SMAP1 +60684 TRAPPC11 +60685 ZFAND3 +60686 C14orf93 +607 BCL9 +6079 SNORD15A +608 TNFRSF17 +6080 SNORA73A +6082 SNORD20 +6083 SNORD21 +6084 RNY1 +6085 RNY3 +6086 RNY4 +6090 RNY5 +6091 ROBO1 +6093 ROCK1 +6094 ROM1 +6095 RORA +6096 RORB +6097 RORC +6100 RP9 +6102 RP2 +6103 RPGR +611 OPN1SW +6117 RPA1 +6118 RPA2 +6119 RPA3 +6120 RPE +6122 RPL3 +6124 RPL4 +6125 RPL5 +6126 RPL9P7 +6128 RPL6 +6129 RPL7 +613 BCR +6130 RPL7A +613037 LOC613037 +613038 LOC613038 +613126 LOC613126 +6132 RPL8 +613227 HIGD1C +6133 RPL9 +6134 RPL10 +6135 RPL11 +6136 RPL12 +6137 RPL13 +6138 RPL15 +6139 RPL17 +6141 RPL18 +6142 RPL18A +6143 RPL19 +6144 RPL21 +6145 RPL21P1 +6146 RPL22 +6147 RPL23A +6150 MRPL23 +6152 RPL24 +6154 RPL26 +6155 RPL27 +6156 RPL30 +6157 RPL27A +6158 RPL28 +6159 RPL29 +6160 RPL31 +6161 RPL32 +6164 RPL34 +6165 RPL35A +6166 RPL36AL +6167 RPL37 +6168 RPL37A +6169 RPL38 +617 BCS1L +6170 RPL39 +6171 RPL41 +6172 RPL41P5 +6173 RPL36A +6174 RPL7P +6175 RPLP0 +6176 RPLP1 +6181 RPLP2 +6182 MRPL12 +6183 MRPS12 +6184 RPN1 +6187 RPS2 +6188 RPS3 +6189 RPS3A +6191 RPS4X +619189 SERINC4 +619190 FDPSL2A +6192 RPS4Y1 +619208 C6orf225 +619279 ZNF704 +6193 RPS5 +619344 C8orf69 +619373 MBOAT4 +619383 SCARNA9 +6194 RPS6 +619423 FAM85A +619498 SNORD74 +619499 SNORA27 +6195 RPS6KA1 +619505 SNORA21 +619518 C1orf191 +619519 TWF1P1 +619562 SNORA3 +619564 SNORD72 +619565 SNORA52 +619567 SNORD2 +619568 SNORA4 +619569 SNORA41 +619570 SNORD95 +619571 SNORD96A +6196 RPS6KA2 +6197 RPS6KA3 +6198 RPS6KB1 +6199 RPS6KB2 +62 ACTBP2 +6201 RPS7 +6202 RPS8 +6203 RPS9 +6204 RPS10 +6205 RPS11 +6206 RPS12 +6207 RPS13 +6208 RPS14 +6209 RPS15 +6210 RPS15A +6217 RPS16 +6218 RPS17 +6219 RPS17P2 +622 BDH1 +6222 RPS18 +6223 RPS19 +6224 RPS20 +6228 RPS23 +6230 RPS25 +6231 RPS26 +6232 RPS27 +6233 RPS27A +6234 RPS28 +6235 RPS29 +6236 RRAD +6237 RRAS +6239 RREB1 +6240 RRM1 +6241 RRM2 +6242 RTKN +6248 RSC1A1 +6249 CLIP1 +6252 RTN1 +6253 RTN2 +6256 RXRA +6257 RXRB +6259 RYK +6260 RYKP1 +6261 RYR1 +6262 RYR2 +6263 RYR3 +627 BDNF +6271 S100A1 +6272 SORT1 +6273 S100A2 +6275 S100A4 +6277 S100A6 +6279 S100A8 +6280 S100A9 +6281 S100A10 +6282 S100A11 +6283 S100A12 +6284 S100A13 +6285 S100B +6286 S100P +629 CFB +6293 VPS52 +6294 SAFB +6296 ACSM3 +6297 SALL2 +6300 MAPK12 +6301 SARS +6302 TSPAN31 +63027 SLC22A23 +6303 SAT1 +63035 BCORL1 +6304 SATB1 +6305 SBF1 +6307 MSMO1 +6309 SC5DL +6310 ATXN1 +6311 ATXN2 +6314 ATXN7 +6320 CLEC11A +6322 SCML1 +6324 SCN1B +6328 SCN3A +6329 SCN4A +6330 SCN4B +6331 SCN5A +6334 SCN8A +6335 SCN9A +6337 SCNN1A +6339 SCNN1D +634 CEACAM1 +6341 SCO1 +6342 SCP2 +6347 CCL2 +6348 CCL3 +6349 CCL3L1 +6351 CCL4 +6352 CCL5 +6354 CCL7 +6355 CCL8 +6357 CCL13 +636 BICD1 +6360 CCL16 +6361 CCL17 +6362 CCL18 +6364 CCL20 +6367 CCL22 +6368 CCL23 +6369 CCL24 +637 BID +6372 CXCL6 +6373 CXCL11 +6374 CXCL5 +6375 XCL1 +638 BIK +63826 SRR +6383 SDC2 +6386 SDCBP +63874 ABHD4 +63875 MRPL17 +6388 SDF2 +6389 SDHA +63891 RNF123 +63892 THADA +63893 UBE2O +63894 VIPAS39 +63895 PIEZO2 +63897 HEATR6 +63898 SH2D4A +63899 NSUN3 +639 PRDM1 +6390 SDHB +63901 FAM111A +63906 GPATCH3 +6391 SDHC +63914 C6orf164 +63915 BLOC1S5 +63917 GALNT11 +6392 SDHD +63920 C5orf54 +63922 CHTF18 +63929 XPNPEP3 +63931 MRPS14 +63932 CXorf56 +63933 CCDC90A +63934 ZNF667 +63940 GPSM3 +63943 FKBPL +6396 SEC13 +63967 CLSPN +6397 SEC14L1 +63971 KIF13A +63977 PRDM15 +63979 FIGNL1 +6398 SECTM1 +6399 TRAPPC2 +64 ACTBP4 +640 BLK +6400 SEL1L +64005 MYO1G +6402 SELL +6403 SELP +6404 SELPLG +6405 SEMA3F +64061 TSPYL2 +64062 RBM26 +64065 PERP +64080 RBKS +64083 GOLPH3 +64087 MCCC2 +64089 SNX16 +64091 POPDC2 +64092 SAMSN1 +64097 EPB41L4A +64098 PARVG +641 BLM +64101 LRRC4 +64105 CENPK +64108 RTP4 +64109 CRLF2 +64110 MAGEF1 +64112 MOAP1 +64114 TMBIM1 +64116 SLC39A8 +64118 DUS1L +64121 RRAGC +64122 FN3K +64127 NOD2 +64129 TINAGL1 +641293 RPL21P19 +641298 SMG1P1 +64130 LIN7B +64131 XYLT1 +641311 RPL31P11 +64132 XYLT2 +641339 ZNF674 +64135 IFIH1 +641364 SLC7A11-AS1 +641367 LOC641367 +641371 ACOT1 +641373 NRON +641379 ARL5AP4 +641384 TMEM75 +6414 SEPP1 +64145 ZFYVE20 +641456 LOC641456 +641457 LOC641457 +641467 TSC22D1-AS1 +64147 KIF9 +64149 C17orf75 +6415 SEPW1 +64151 NCAPG +641518 LEF1-AS1 +6416 MAP2K4 +641613 RPL21P5 +641616 RPL9P3 +641619 RPS19P3 +641638 SNHG6 +641648 SNORD87 +641649 TMEM91 +64167 ERAP2 +64168 NECAB1 +64170 CARD9 +64172 OSGEPL1 +64174 DPEP2 +64175 LEPRE1 +641776 LOC641776 +641790 RPL31P39 +6418 SET +64180 DPEP3 +6419 SETMAR +641977 SEPT7P2 +642 BLMH +64207 IRF2BPL +6421 SFPQ +642131 LOC642131 +64216 TFB2M +64218 SEMA4A +64219 PJA1 +64221 ROBO3 +64222 TOR3A +64223 MLST8 +642236 LOC642236 +64224 HERPUD2 +64225 ATL2 +642262 LOC642262 +642273 FAM110C +642280 ZNF876P +642305 MAPRE1P2 +642306 RPL19P15 +64231 MS4A6A +642357 LOC642357 +64236 PDLIM2 +6424 SFRP4 +642423 LOC642423 +642441 LOC642441 +642443 ADH5P4 +642475 C8orf73 +642487 LOC642487 +642489 FKBP1C +642533 LOC642533 +642555 LOC642555 +642559 POU5F1P3 +642580 LOC642580 +642585 VDAC1P1 +642590 LOC642590 +6426 SRSF1 +642641 RPSAP54 +642659 LOC642659 +642661 LOC642661 +642696 FLJ32790 +6427 SRSF2 +642737 SETP22 +642740 RPL9P11 +642741 RPL3P7 +642757 FLJ32756 +642778 LOC642778 +642799 LOC642799 +6428 SRSF3 +642812 API5P1 +64282 PAPD5 +642828 RPL6P10 +64283 ARHGEF28 +642846 LOC642846 +642852 LOC642852 +64288 ZNF323 +642892 RPS29P3 +642897 LOC642897 +6429 SRSF4 +642946 FLVCR1-AS1 +642956 FABP5P9 +642969 LOC642969 +642987 TMEM232 +643 CXCR5 +6430 SRSF5 +643008 SMIM5 +643015 LOC643015 +643036 SLED1 +643043 LOC643043 +643058 LOC643058 +643067 LOC643067 +643072 LOC643072 +643101 RPL26P22 +643136 ZC3H11B +643155 C5orf43 +643159 ATF4P3 +643180 CCT6P3 +64319 FBRS +6432 SRSF7 +64320 RNF25 +643210 FLJ40292 +643220 RPL3P6 +643232 LOC643232 +64324 NSD1 +643246 MAP1LC3B2 +643253 CCT6P1 +64326 RFWD2 +643264 RPL21P106 +64327 LMBR1 +643276 LOC643276 +64328 XPO4 +643284 RPS29P18 +6433 SFSWAP +643300 HSPD1P1 +643314 KIAA0754 +64332 NFKBIZ +643329 LOC643329 +64333 ARHGAP9 +643332 ECRP +643338 C15orf62 +643343 RPL5P4 +643376 BTBD18 +643382 TMEM253 +643387 LOC643387 +643395 LOC643395 +6434 TRA2B +643412 BTF3P16 +64342 HS1BP3 +64343 AZI2 +643446 RNPS1P1 +643454 LOC643454 +643499 RPL11P5 +643513 LOC643513 +643531 RPL29P26 +643535 KCTD9P2 +643562 LOC643562 +643576 LOC643576 +64359 NXN +643617 RPSAP8 +643637 GLYATL1P4 +643641 ZNF862 +643646 HSD17B1P1 +643648 LOC643648 +643664 SLC35G6 +643668 PSMC1P9 +643677 CCDC168 +643680 MS4A4E +643699 GOLGA8R +643707 GOLGA6L4 +643723 LOC643723 +643733 LOC643733 +64374 SIL1 +643749 TRAF3IP2-AS1 +64375 IKZF4 +643751 CDC42P6 +643752 RAP1BL +643770 LOC643770 +643783 USP46-AS1 +643790 HMGN1P38 +643802 LOC643802 +643831 PDCL3P2 +643832 GAGE10 +643834 PGA3 +643836 ZFP62 +643837 LOC643837 +643845 LOC643845 +643847 PGA4 +643853 TMPPE +643854 CTAGE9 +64386 MMP25 +643862 LOC643862 +643866 CBLN3 +643870 LOC643870 +643873 EIF4BP7 +64388 GREM2 +6439 SFTPB +643904 RNF222 +643909 LOC643909 +643915 MORF4L2P1 +64393 ZMAT3 +643932 RPS3AP20 +643949 RPLP2P3 +64395 GMCL1 +64396 GMCL1P1 +64397 ZFP106 +643977 FLJ32255 +64398 MPP5 +643988 C1orf233 +643996 VDAC2P2 +644 BLVRA +64400 AKTIP +644006 LOC644006 +644019 CBWD6 +644029 RPL7AP62 +64403 CDH24 +644035 NONOP1 +644068 RPS14P3 +64407 RGS18 +644083 LOC644083 +644086 LOC644086 +644090 LOC644090 +644093 LOC644093 +644096 SDHAF1 +64410 KLHL25 +64411 ARAP3 +644110 LOC644110 +644128 RPL23AP53 +644131 CCT8P1 +644135 LOC644135 +644146 RPS14P8 +644157 DND1P1 +644165 BCRP3 +64417 C5orf28 +64418 TMEM168 +64419 MTMR14 +644198 RPLP2P2 +64420 SUSD1 +64422 ATG3 +644220 ACTBP11 +64423 INF2 +644237 GAPDHP33 +644242 LINC00622 +644246 KANSL1-AS1 +644249 LOC644249 +64425 POLR1E +644256 DND1P2 +64426 SUDS3 +64427 TTC31 +64428 NARFL +6443 SGCB +64430 PCNXL4 +64431 ACTR6 +644315 RPS7P11 +64432 MRPS25 +644338 RPL37AP8 +64434 NOM1 +644353 ZCCHC18 +644354 LOC644354 +644388 RPS2P47 +644390 LOC644390 +644397 LOC644397 +6444 SGCD +644456 LOC644456 +64446 DNAI2 +644462 LOC644462 +644464 RPSAP61 +644518 LOC644518 +644563 LOC644563 +644578 LARP1BP1 +644588 DNAJA1P3 +644591 PPIAL4G +6446 SGK1 +644617 LOC644617 +644619 INTS4L2 +644623 TPTE2P2 +644634 LOC644634 +644649 LOC644649 +644656 LOC644656 +644660 RAD21-AS1 +644661 LOC644661 +644667 LOC644667 +644714 LIMD1-AS1 +644739 WASF4P +644745 HSPD1P4 +644754 LOC644754 +64478 CSMD1 +644790 RPS15AP11 +644794 LOC644794 +6448 SGSH +644815 FAM83G +644820 EEF1B2P3 +644850 LOC644850 +644873 FLJ33630 +644896 RPL7P7 +6449 SGTA +644914 H3F3AP6 +64493 LINC00235 +644936 LOC644936 +644961 LOC644961 +644972 RPS3AP26 +644975 FLJ30064 +644997 C1orf200 +645 BLVRB +645018 RPS2P20 +645051 GAGE13 +64506 CPEB1 +645079 FLJ41309 +6451 SH3BGRL +645121 CCNI2 +645142 PPIAL4D +645158 CBX3P2 +645160 RPL5P30 +645166 LOC645166 +645174 RPL21P46 +645175 MEMO1P2 +645191 LINGO3 +6452 SH3BP2 +645207 LOC645207 +645212 LOC645212 +645233 LOC645233 +645251 CBX1P1 +645257 RPL7AP37 +645296 RPL17P39 +645299 RPS10P24 +6453 ITSN1 +645312 GLTPP1 +645313 SCDP1 +645314 LOC645314 +645317 CHCHD2P6 +645332 FAM86C2P +645345 CHCHD2P9 +645367 GGT8P +645368 EIF3KP3 +645387 RPL6P27 +645426 TMEM191C +645431 FUT8-AS1 +645432 ARRDC5 +645434 LOC645434 +645441 RPL17P6 +645443 ATP5A1P3 +645455 CEP170P1 +645460 FLJ44342 +645468 LOC645468 +6455 SH3GL1 +645503 LOC645503 +645506 GYG1P3 +645513 LOC645513 +645548 HSPD1P6 +645560 ATP5C1P1 +645579 EIF4BP6 +645630 RPS13P8 +645638 LOC645638 +645644 FLJ42627 +645668 TUFMP1 +645676 ASH1L-AS1 +645680 LOC645680 +645682 POU5F1P4 +645683 RPL13AP3 +645688 RPL12P38 +645700 ZNF890P +645713 RPS10P23 +645749 LOC645749 +64577 ALDH8A1 +645784 ANKRD36BP2 +645798 RPL3P3 +6458 SH3GL1P1 +645805 DAZAP2P1 +64581 CLEC7A +645811 CCDC154 +64582 GPR135 +645832 SEBOX +645843 TMEM14E +645853 LOC645853 +645857 RPS10P17 +645859 CCDC58P1 +645899 RPS28P4 +6459 SH3GL1P2 +645916 RPS11P2 +645931 FEN1P1 +64595 TTTY15 +645958 RPS18P9 +64596 PSMA6P1 +645965 LOC645965 +645968 RPS3AP25 +645969 LOC645969 +64598 MOSPD3 +64599 GIGYF1 +646019 CBY3 +646021 LOC646021 +646023 ADORA2A-AS1 +646044 LOC646044 +646058 LOC646058 +646074 POM121L10P +646083 PA2G4P6 +646086 WDR45LP1 +646093 RPS8P7 +6461 SHB +646112 LOC646112 +646127 LOC646127 +646195 RPS28P7 +646214 LOC646214 +646227 LOC646227 +646260 SAR1AP1 +646269 RPS4XP8 +646278 LOC646278 +646294 RPS2P29 +646300 COL6A4P2 +646316 TERF1P3 +646324 LINC00607 +646329 LOC646329 +646330 LOC646330 +646347 LOC646347 +646370 IGHV1OR15-3 +646396 REREP3 +6464 SHC1 +646405 TPTE2P1 +646442 SNX19P3 +64645 HIAT1 +646450 ARIH2OS +646457 C19orf67 +646471 LOC646471 +646476 RPL7AP39 +646483 RPL6P19 +6465 SHC1P1 +64651 CSRNP1 +646520 SUCLA2P1 +646531 YBX1P2 +646535 LOC646535 +646543 LOC646543 +646555 LOC646555 +646567 OSTCP2 +646614 LOC646614 +646626 LOC646626 +646652 LOC646652 +646698 ZSCAN5D +646709 LOC646709 +646719 LOC646719 +646723 KRT18P31 +646762 LOC646762 +646766 RPL35P2 +646785 RPS10P13 +646819 RPS15AP19 +64682 ANAPC1 +646851 FAM227A +64689 GORASP1 +646912 RPL7P52 +64693 CTAGE1 +646942 RPS10P14 +646949 RPL23P6 +646981 PTPN2P1 +646982 LINC00598 +64699 TMPRSS3 +646999 LOC646999 +6470 SHMT1 +647001 GAPDHP35 +647009 RWDD4P2 +647024 C6orf132 +647030 LOC647030 +647033 PA2G4P4 +647042 GOLGA6L10 +647076 BRD7P2 +64708 COPS7B +647081 SDHDP2 +647087 C7orf73 +647094 RPLP0P11 +6471 SHMT1P1 +64710 NUCKS1 +647112 RPL27P6 +647121 EMBP1 +647132 LOC647132 +647135 SRGAP2B +647174 SERPINE3 +64718 UNKL +647190 RPS16P5 +6472 SHMT2 +647219 ASCL5 +647236 RPL39P15 +647253 LOC647253 +647276 RPL4P4 +647288 CTAGE11P +647302 LSM3P3 +647310 TEX22 +647319 VEZF1P1 +6474 SHOX2 +64743 WDR13 +64744 SMAP2 +64745 METTL17 +64746 ACBD3 +64747 MFSD1 +64748 LPPR2 +64750 SMURF2 +64753 CCDC136 +64754 SMYD3 +64755 C16orf58 +64756 ATPAF1 +64757 MARC1 +64759 TNS3 +64760 FAM160B2 +64761 PARP12 +64762 FAM59A +64763 ZNF574 +64764 CREB3L2 +64766 S100PBP +64768 IPPK +64769 MEAF6 +6477 SIAH1 +64770 CCDC14 +64771 C6orf106 +64772 ENGASE +64776 C11orf1 +64777 RMND5B +64778 FNDC3B +64779 MTHFSD +6478 SIAH2 +64780 MICAL1 +64781 CERK +64782 AEN +64783 RBM15 +64784 CRTC3 +64785 GINS3 +647859 LOC647859 +64786 TBC1D15 +64787 EPS8L2 +64788 LMF1 +64789 DEM1 +64792 RABL5 +64793 CEP85 +64794 DDX31 +64795 RMND5A +64798 DEPTOR +64799 IQCH +6480 ST6GAL1 +64800 EFCAB6 +648000 RPL7P23 +64801 ARV1 +64802 NMNAT1 +64805 P2RY12 +6482 ST3GAL1 +6483 ST3GAL2 +64834 ELOVL1 +64837 KLC2 +64839 FBXL17 +6484 ST3GAL4 +64840 PORCN +64841 GNPNAT1 +64843 ISL2 +64844 MARCH7 +64847 SPATA20 +64848 YTHDC2 +64852 TUT1 +64853 AIDA +648532 LOC648532 +64854 USP46 +64855 FAM129B +64857 PLEKHG2 +64858 DCLRE1B +64859 NABP1 +64860 ARMCX5 +64863 METTL4 +64864 RFX7 +64866 CDCP1 +6487 ST3GAL3 +648729 RPS15AP24 +648740 ACTG1P4 +648791 PPP1R3G +648809 LOC648809 +6489 ST8SIA1 +64895 PAPOLG +64897 C12orf43 +648987 LOC648987 +649 BMP1 +6490 PMEL +64901 RANBP17 +6491 STIL +649159 LINC00273 +649179 PRAMEL +64919 BCL11B +64921 CASD1 +64922 LRRC19 +64924 SLC30A5 +64925 CCDC71 +64926 RASAL3 +64927 TTC23 +64928 MRPL14 +6493 SIM2 +649395 LOC649395 +6494 SIPA1 +64940 STAG3L4 +64943 NT5DC2 +649446 DLGAP1-AS1 +64946 CENPH +64960 MRPS15 +64963 MRPS11 +64965 MRPS9 +649671 LOC649671 +64968 MRPS6 +64969 MRPS5 +6497 SKI +64975 MRPL41 +64976 MRPL40 +64978 MRPL38 +64979 MRPL36 +6498 SKIL +64981 MRPL34 +64983 MRPL32 +6499 SKIV2L +649946 RPL23AP64 +6500 SKP1 +65003 MRPL11 +65005 MRPL9 +65008 MRPL1 +65009 NDRG4 +65010 SLC26A6 +65018 PINK1 +6502 SKP2 +6503 SLA +6504 SLAMF1 +6505 SLC1A1 +65055 REEP1 +65056 GPBP1 +65057 ACD +65059 RAPH1 +6506 SLC1A2 +65061 CDK15 +65062 TMEM237 +65065 NBEAL1 +650669 GAS6-AS1 +6507 SLC1A3 +65072 CFLAR-AS1 +65078 RTN4R +650788 RPS28P9 +650794 MIPEPP3 +65080 MRPL44 +650808 RPL4P1 +65082 VPS33A +65083 NOL6 +65084 TMEM135 +6509 SLC1A4 +650901 RPS2P12 +65094 JMJD4 +65095 KRI1 +6510 SLC1A5 +65108 MARCKSL1 +65109 UPF3B +65110 UPF3A +65117 RSRC2 +6512 SLC1A7 +65123 INTS3 +65124 SOWAHC +65125 WNK1 +6513 SLC2A1 +651302 ZNF192P1 +651337 LOC651337 +651430 FLJ38576 +6515 SLC2A3 +6517 SLC2A4 +651746 ANKRD33B +6518 SLC2A5 +6519 SLC3A1 +6520 SLC3A2 +6521 SLC4A1 +6522 SLC4A2 +65220 NADK +652276 LOC652276 +6524 SLC5A2 +65243 ZNF643 +65244 SPATS2 +65249 ZSWIM4 +6525 SMTN +65250 C5orf42 +65251 ZNF649 +652549 LOC652549 +65258 MPPE1 +6526 SLC5A3 +65260 SELRC1 +65263 PYCRL +65264 UBE2Z +65265 C8orf33 +65266 WNK4 +65267 WNK3 +6527 SLC5A4 +6528 SLC5A5 +652959 BTF3P5 +652960 BTF3P7 +652963 BTF3P12 +652964 BTF3P3 +652965 SNORA48 +652966 SNORD10 +652968 GATSL3 +652978 RPL7AP2 +652991 SKOR2 +652995 UCA1 +653061 GOLGA8S +653067 XAGE1E +653073 GOLGA8J +653075 GOLGA8T +653079 RPL21P98 +653082 ZDHHC11B +653113 FAM86FP +653115 LOC653115 +653121 ZBTB8A +653122 LSM12P1 +653125 GOLGA8K +653140 FAM228A +653156 RPL21P53 +653160 LOC653160 +653162 RPSAP9 +653188 GUSBP3 +6532 SLC6A4 +653220 XAGE1B +653238 GTF2H2B +653247 PRB2 +653269 POTEI +6533 SLC6A6 +653314 RPL19P9 +653316 FAM153C +653319 KIAA0895L +653333 FAM86B2 +653361 NCF1 +653363 TEX28P2 +653364 HSPB1P2 +653375 LOC653375 +653381 SORD2 +653390 RRN3P2 +653404 FOXD4L6 +653436 ANKRD20A7P +653440 WASH6P +653441 PHC1P1 +653453 LOC653453 +653479 MRPL45P2 +653489 RGPD3 +6535 SLC6A8 +653501 LOC653501 +653503 LOC653503 +653505 PPIAL4B +653513 LOC653513 +653519 GPR89A +653543 DUX4L7 +653544 DUX4L6 +653545 DUX4L5 +653548 DUX4L3 +653583 PHLDB3 +653588 LOC653588 +653598 PPIAL4C +653604 HIST2H3D +653631 LOC653631 +653635 WASH7P +653639 LYPLA2P1 +653645 TBC1D3P1-DHX40P1 +653653 LOC653653 +653659 TMEM183B +653677 SEC1P +653687 FAM226B +653698 LOC653698 +653702 RPL7P9 +653712 LOC653712 +653720 GOLGA8M +653737 RPL21P119 +653739 LOC653739 +653773 RPL31P17 +653781 POTEJ +653784 MZT2A +653786 LOC653786 +653805 RPS27P8 +653820 FAM72B +653857 ACTR3C +6539 SLC6A12 +654 BMP6 +654029 RPS10P15 +6541 SLC7A1 +654231 OCM +654254 ZNF732 +654319 SNORA5A +654320 SNORA8 +654321 SNORA75 +654322 SNORA13 +654340 LOC654340 +654341 TBC1D3G +654342 LOC654342 +654346 LGALS9C +654350 RPL9P25 +654365 RPS27P3 +654370 RPL7AP3 +654385 RPL21P15 +654392 RPL39P4 +654427 PCNPP1 +654433 LOC654433 +654434 LINC00338 +654466 KGFLP2 +654483 BOLA2B +654484 ATP5J2P5 +654485 ATP5J2P4 +654486 ATP5J2P6 +6546 SLC8A1 +6547 SLC8A3 +654790 PCP4L1 +6548 SLC9A1 +654816 NCF1B +654817 NCF1C +6549 SLC9A2 +6550 SLC9A3 +6553 SLC9A5 +6554 SLC10A1 +6556 SLC11A1 +6557 SLC12A1 +6558 SLC12A2 +6559 SLC12A3 +656 BMP8B +6560 SLC12A4 +6563 SLC14A1 +6565 SLC15A2 +6566 SLC16A1 +6570 SLC18A1 +6573 SLC19A1 +6574 SLC20A1 +6575 SLC20A2 +6576 SLC25A1 +6580 SLC22A1 +6581 SLC22A3 +6583 SLC22A4 +6584 SLC22A5 +659 BMPR2 +6594 SMARCA1 +6595 SMARCA2 +6596 HLTF +6597 SMARCA4 +65975 STK33 +65977 PLEKHA3 +65979 PHACTR4 +6598 SMARCB1 +65980 BRD9 +65981 CAPRIN2 +65982 ZSCAN18 +65983 GRAMD3 +65985 AACS +65986 ZBTB10 +65988 ZNF747 +65989 DLK2 +6599 SMARCC1 +65990 FAM173A +65991 FUNDC2 +65993 MRPS34 +65996 MGC2752 +65997 RASL11B +65998 C11orf95 +65999 LRRC61 +660 BMX +66004 LYNX1 +66005 CHID1 +66008 TRAK2 +6601 SMARCC2 +6602 SMARCD1 +6603 SMARCD2 +66035 SLC2A11 +66036 MTMR9 +66037 BOLL +6604 SMARCD3 +6605 SMARCE1 +6606 SMN1 +6607 SMN2 +6608 SMO +6609 SMPD1 +661 POLR3D +6610 SMPD2 +6611 SMS +6612 SUMO3 +6613 SUMO2 +6617 SNAPC1 +6618 SNAPC2 +6619 SNAPC3 +662 BNIP1 +6621 SNAPC4 +6622 SNCA +6624 FSCN1 +6625 SNRNP70 +6626 SNRPA +6627 SNRPA1 +663 BNIP2 +6631 SNRPC +6632 SNRPD1 +6633 SNRPD2 +6634 SNRPD3 +6635 SNRPE +6636 SNRPF +6637 SNRPG +6641 SNTB1 +6642 SNX1 +6643 SNX2 +6645 SNTB2 +6646 SOAT1 +664618 HSP90AB4P +6647 SOD1 +664701 ZNF826P +664709 HNRNPA1P10 +664722 HNRNPA1P26 +6648 SOD2 +665 BNIP3L +6650 SOLH +6651 SON +6652 SORD +6653 SORL1 +6654 SOS1 +6655 SOS2 +6659 SOX4 +666 BOK +6660 SOX5 +6663 SOX10 +6664 SOX11 +6665 SOX15 +6667 SP1 +6668 SP2 +667 DST +6670 SP3 +6671 SP4 +6672 SP100 +6674 SPAG1 +6675 UAP1 +6678 SPARC +6683 SPAST +6687 SPG7 +6688 SPI1 +6689 SPIB +669 BPGM +6690 SPINK1 +6692 SPINT1 +6693 SPN +6695 SPOCK1 +6696 SPP1 +6697 SPR +67 ACTBP7 +670 BPHL +6708 SPTA1 +6709 SPTAN1 +6710 SPTB +6711 SPTBN1 +6712 SPTBN2 +6713 SQLE +6715 SRD5A1 +6717 SRI +6719 SRD5A1P1 +672 BRCA1 +6720 SREBF1 +6721 SREBF2 +6722 SRF +6723 SRM +6726 SRP9 +6727 SRP14 +6728 SRP19 +6729 SRP54 +673 BRAF +6730 SRP68 +6731 SRP72 +6732 SRPK1 +6733 SRPK2 +6734 SRPR +6737 TRIM21 +6738 TROVE2 +6741 SSB +6742 SSBP1 +6744 SSFA2 +6745 SSR1 +6746 SSR2 +6747 SSR3 +6748 SSR4 +6749 SSRP1 +675 BRCA2 +6752 SSTR2 +6753 SSTR3 +6757 SSX2 +6760 SS18 +6764 ST5 +6767 ST13 +6768 ST14 +6769 STAC +677 ZFP36L1 +6770 STAR +6772 STAT1 +6773 STAT2 +6774 STAT3 +6775 STAT4 +6776 STAT5A +677679 SCARNA3 +677681 SCARNA20 +6777 STAT5B +677762 LOC677762 +677763 SCARNA21 +677765 SCARNA18 +677766 SCARNA2 +677767 SCARNA7 +677769 SCARNA17 +677770 SCARNA22 +677771 SCARNA4 +677772 SCARNA6 +677773 SCARNA23 +677774 SCARNA1 +677775 SCARNA5 +677776 SCARNA8 +677777 SCARNA12 +677778 SCARNA15 +677780 SCARNA11 +677781 SCARNA16 +677792 SNORA1 +677793 SNORA2A +677794 SNORA2B +677796 SNORA5C +677797 SNORA7B +677798 SNORA9 +677799 SNORA11 +6778 STAT6 +677801 SNORA14A +677802 SNORA14B +677805 SNORA18 +677806 SNORA20 +677807 SNORA22 +677808 SNORA23 +677809 SNORA24 +677810 SNORA26 +677811 SNORA28 +677812 SNORA29 +677813 SNORA30 +677814 SNORA31 +677815 SNORA34 +677819 SNORA37 +677820 SNORA38 +677822 SNORA40 +677823 SNORA42 +677825 SNORA44 +677826 SNORA45 +677827 SNORA46 +677828 SNORA47 +677829 SNORA49 +677830 SNORA50 +677832 SNORA53 +677833 SNORA54 +677834 SNORA55 +677835 SNORA56 +677836 SNORA58 +677838 SNORA61 +677841 SNORA74B +677842 SNORA76 +677843 SNORA77 +677844 SNORA78 +677845 SNORA79 +677846 SNORA80 +677847 SNORA81 +677850 SNORD1C +677882 SNORA59B +677883 CHTF8P1 +677885 SNORA59A +678 ZFP36L2 +6782 HSPA13 +6785 ELOVL4 +6786 STIM1 +678655 CD27-AS1 +6787 NEK4 +6788 STK3 +6791 AURKAPS1 +6792 CDKL5 +6793 STK10 +6794 STK11 +6799 SULT1A2 +6801 STRN +6804 STX1A +6809 STX3 +6810 STX4 +6811 STX5 +6812 STXBP1 +6813 STXBP2 +6814 STXBP3 +6815 STYX +6817 SULT1A1 +6818 SULT1A3 +682 BSG +6820 SULT2B1 +6821 SUOX +6827 SUPT4H1 +6829 SUPT5H +683 BST1 +6830 SUPT6H +6834 SURF1 +6835 SURF2 +6836 SURF4 +6837 MED22 +6838 SURF6 +6839 SUV39H1 +684 BST2 +6843 VAMP1 +6844 VAMP2 +6845 VAMP7 +6846 XCL2 +684959 SNORA25 +685 BTC +6850 SYK +6853 SYN1 +6854 SYN2 +6855 SYP +6856 SYPL1 +6857 SYT1 +686 BTD +6860 SYT4 +6867 TACC1 +6868 ADAM17 +6869 TACR1 +687 KLF9 +6871 TADA2A +6872 TAF1 +6873 TAF2 +6875 TAF4B +6876 TAGLN +6878 TAF6 +6879 TAF7 +688 KLF5 +6880 TAF9 +6881 TAF10 +6882 TAF11 +6883 TAF12 +6884 TAF13 +6885 MAP3K7 +6886 TAL1 +6888 TALDO1 +689 BTF3 +6890 TAP1 +6891 TAP2 +6892 TAPBP +6894 TARBP1 +6895 TARBP2 +6896 TARBP2P +6897 TARS +69 ACTBP9 +6900 CNTN2 +6901 TAZ +6902 TBCA +6903 TBCC +6904 TBCD +6905 TBCE +6907 TBL1X +6908 TBP +6911 TBX6 +6915 TBXA2R +6916 TBXAS1 +6917 TCEA1 +6920 TCEA3 +692053 SNORD9 +692058 SNORD11 +692063 SNORA32 +692072 SNORD5 +692073 SNORA16A +692075 SNORD6 +692084 SNORD13 +692085 SNORD45C +692088 SNORD50B +692089 SNORD19 +692090 SNORD59B +692093 SNORD62B +692094 MSMP +692099 FAM86DP +6921 TCEB1 +692106 SNORD65 +692107 SNORD66 +692108 SNORD67 +692111 SNORD71 +692148 SCARNA10 +692157 SNORA16B +692158 SNORA57 +692195 SNORD75 +692196 SNORD76 +692197 SNORD77 +692198 SNORD78 +692199 SNORD84 +692205 SNORD89 +692210 SNORD93 +692212 SNORD99 +692214 SNORD111 +692223 SNORD97 +692225 SNORD94 +692227 SNORD104 +692231 LOC692231 +692233 SNORD117 +692234 SNORD103A +692235 SNORD103B +692246 LOC692246 +692247 LOC692247 +6923 TCEB2 +6924 TCEB3 +6925 TCF4 +6927 HNF1A +6929 TCF3 +693122 MIR421 +693138 MIR553 +693143 MIR558 +693147 MIR562 +693153 MIR568 +693155 MIR570 +693156 MIR571 +693158 MIR573 +693161 MIR576 +693166 MIR581 +693175 MIR590 +693197 MIR612 +6932 TCF7 +693201 MIR616 +693205 MIR620 +693208 MIR623 +693213 MIR628 +693215 MIR630 +693220 MIR635 +6936 GCFC2 +6938 TCF12 +694 BTG1 +6940 ZNF354A +6941 TCF19 +6942 TCF20 +6944 VPS72 +6945 MLX +6947 TCN1 +6948 TCN2 +6949 TCOF1 +695 BTK +6950 TCP1 +696 BTN1A1 +6988 TCTA +699 BUB1 +6990 DYNLT3 +6991 TCTE3 +6992 PPP1R11 +6993 DYNLT1 +6996 TDG +6999 TDO2 +70 ACTC1 +7001 PRDX2 +7002 TDPX2 +7003 TEAD1 +7005 TEAD3 +7006 TEC +7007 TECTA +7008 TEF +7009 TMBIM6 +701 BUB1B +7011 TEP1 +7012 TERC +7013 TERF1 +7014 TERF2 +7016 TESK1 +7023 TFAP4 +7024 TFCP2 +7025 NR2F1 +7027 TFDP1 +7029 TFDP2 +7030 TFE3 +7035 TFPI +7036 TFR2 +7037 TFRC +7038 TG +7039 TGFA +7040 TGFB1 +7041 TGFB1I1 +7042 TGFB2 +7043 TGFB3 +7045 TGFBI +7046 TGFBR1 +7047 TGM4 +7048 TGFBR2 +7049 TGFBR3 +705 BYSL +7050 TGIF1 +7051 TGM1 +7057 THBS1 +7058 THBS2 +7059 THBS3 +706 TSPO +7060 THBS4 +7064 THOP1 +7067 THRA +7068 THRB +7069 THRSP +7071 KLF10 +7072 TIA1 +7074 TIAM1 +7075 TIE1 +7076 TIMP1 +7077 TIMP2 +7078 TIMP3 +7079 TIMP4 +708 C1QBP +7083 TK1 +7084 TK2 +7086 TKT +7087 ICAM5 +7088 TLE1 +7089 TLE2 +7090 TLE3 +7091 TLE4 +7092 TLL1 +7094 TLN1 +7095 SEC62 +7096 TLR1 +7097 TLR2 +7098 TLR3 +7099 TLR4 +71 ACTG1 +710 SERPING1 +7100 TLR5 +7102 TSPAN7 +7105 TSPAN6 +7106 TSPAN4 +7107 GPR137B +7108 TM7SF2 +7109 TRAPPC10 +7110 TMF1 +7111 TMOD1 +7112 TMPO +7114 TMSB4X +7115 TMSB4XP1 +7116 TMSB4XP2 +7117 TMSB4XP8 +7118 TMSB4XP4 +712 C1QA +7122 CLDN5 +7123 CLEC3B +7124 TNF +7126 TNFAIP1 +7127 TNFAIP2 +7128 TNFAIP3 +713 C1QB +7130 TNFAIP6 +7132 TNFRSF1A +7133 TNFRSF1B +7134 TNNC1 +7136 TNNI2 +7138 TNNT1 +7139 TNNT2 +714 C1QC +7140 TNNT3 +7145 TNS1 +7146 TNXA +7148 TNXB +715 C1R +7151 TOP1P1 +7152 TOP1P2 +7153 TOP2A +7154 TRNAA1 +7155 TOP2B +7156 TOP3A +7157 TP53 +7158 TP53BP1 +7159 TP53BP2 +716 C1S +7161 TP73 +7162 TPBG +7163 TPD52 +7166 TPH1 +7167 TPI1 +7168 TPM1 +7169 TPM2 +717 C2 +7170 TPM3 +7171 TPM4 +7172 TPMT +7174 TPP2 +7175 TPR +7177 TPSAB1 +7178 TPT1 +718 C3 +7181 NR2C1 +7182 NR2C2 +7184 HSP90B1 +7185 TRAF1 +7186 TRAF2 +7187 TRAF3 +7188 TRAF5 +7189 TRAF6 +719 C3AR1 +7190 HSP90B2P +7197 TRNAG3 +72 ACTG2 +720 C4A +7203 CCT3 +7204 TRIO +7205 TRIP6 +7206 TRNAK1 +7207 TRNAL1 +7208 TRNAL2 +721 C4B +7214 TRNAN1 +7216 TRO +7218 TRNAP2 +7220 TRPC1 +7222 TRPC3 +7224 TRPC5 +7225 TRPC6 +7226 TRPM2 +7227 TRPS1 +7231 TRNAR2 +7233 TRNAR4 +7234 TRNAU1 +7236 TRNAT1 +723790 HIST2H2AA4 +7239 TRNAV1 +723972 ANP32AP1 +724060 LOC724060 +724085 LOC724085 +724102 SNHG4 +724105 LOC724105 +7247 TSN +7248 TSC1 +7249 TSC2 +7251 TSG101 +7253 TSHR +7257 TSNAX +7259 TSPYL1 +726 CAPN5 +7260 TSSC1 +7262 PHLDA2 +7263 TST +7264 TSTA3 +7265 TTC1 +7266 DNAJC7 +7267 TTC3 +7268 TTC4 +727 C5 +7270 TTF1 +7272 TTK +7273 TTN +7275 TUB +7277 TUBA4A +727708 SNORD116-19 +727721 LOC727721 +727738 AREGB +727751 LOC727751 +727758 ROCK1P1 +727764 MAFIP +727768 TEKT4P1 +727792 RPL31P31 +727805 POM121L14P +727826 RPS11P5 +727831 RPL13AP8 +727833 IMPDH1P11 +727849 LOC727849 +727851 RGPD8 +727865 RPL9P32 +727866 FAM156B +727874 LOC727874 +727896 LOC727896 +727897 MUC5B +727910 TLCD2 +727919 LOC727919 +727940 RHOXF2B +727956 SDHAP2 +727957 HEATR7A +727967 LOC727967 +727970 RPS3AP43 +727980 LOC727980 +728 C5AR1 +7280 TUBB2A +728010 RPL35P3 +728013 CBWD7 +728015 LOC728015 +728024 LOC728024 +728026 LOC728026 +728039 SSR4P1 +728047 GOLGA8O +728066 FAM133DP +728071 FAM203B +728084 LOC728084 +728093 LOC728093 +728131 RPS6P6 +728138 LOC728138 +728139 RPL7AP70 +728167 KRT8P31 +728175 LOC728175 +728194 RSPH10B2 +728195 LOC728195 +728224 KRTAP4-8 +728229 TMEM191B +728233 PI4KAP1 +728239 MAGED4 +728244 RPS12P29 +728262 FAM157A +728263 ALG1L7P +728264 MIR143HG +728276 CLEC19A +728294 D2HGDH +7283 TUBG1 +728300 KRT18P5 +728315 RPL7AP31 +728323 LOC728323 +728324 CHCHD2P2 +728325 HMGN1P21 +728333 LOC728333 +728340 GTF2H2C +728344 LOC728344 +728358 DEFA1B +728377 LOC728377 +728378 POTEF +728381 LOC728381 +728392 LOC728392 +7284 TUFM +728402 TPI1P3 +728410 DUX4L2 +728411 GUSBP1 +728424 LOC728424 +728431 LOC728431 +728433 LOC728433 +728448 PPIEL +728464 METTL24 +728467 SNX5P2 +728489 DNLZ +728492 SERF1B +728498 GOLGA8H +728501 RPL21P75 +728519 LOC728519 +728524 LOC728524 +728537 LOC728537 +728553 RPS8P8 +728554 LOC728554 +728556 MEMO1P1 +728562 RPSAP45 +728568 C12orf73 +728589 NAP1L4P1 +728599 CIAPIN1P +7286 TUFT1 +728609 SDHAP3 +728613 LOC728613 +728619 ASB9P1 +728621 CCDC30 +728622 SKP1P2 +728635 DHRS4L1 +728637 LOC728637 +728638 KRT8P3 +728641 FABP5P7 +728642 CDK11A +728661 SLC35E2B +728664 API5P2 +728688 LOC728688 +728689 EIF3CL +728693 RPL21P105 +728700 RPS3AP19 +728715 LOC728715 +728723 ZBED3-AS1 +728729 FABP5P8 +728730 LOC728730 +728734 LOC728734 +728739 LOC728739 +728741 LOC728741 +728743 LOC728743 +728747 ANKRD20A4 +728752 LOC728752 +728758 PIN4P1 +728763 LOC728763 +728769 LOC728769 +728773 PABPC1P2 +728776 HMGN1P37 +728780 ANKDD1B +728782 RPL21P134 +728806 NSFP1 +728820 RPL29P15 +728825 LOC728825 +728833 FAM72D +728841 NBPF8 +728851 HMGN1P36 +728855 LINC00623 +728875 LOC728875 +728887 CCNB1IP1P1 +728888 LOC728888 +7289 TULP3 +728912 NBPF24 +728913 RCN1P2 +728917 FAM108A2 +728921 HAUS1P1 +728927 ZNF736 +728932 GPR89C +728936 NBPF16 +728939 PDZK1P1 +728945 PPIAL4F +728963 RPS15AP10 +728979 RPL10AP9 +728989 LOC728989 +728992 RPL7AP11 +7290 HIRA +729004 RPL9P2 +729008 LOC729008 +729013 LOC729013 +729040 LOC729040 +729041 LOC729041 +729057 LOC729057 +729079 RPSAP21 +729082 OIP5-AS1 +729085 FAM198A +729086 LOC729086 +729097 RPS4XP14 +729101 LOC729101 +729146 RPL9P28 +729148 NUS1P1 +729162 LOC729162 +729163 FABP5P2 +729171 ANKRD20A8P +729176 LOC729176 +729178 STXBP5-AS1 +7292 TNFSF4 +729209 RPSAP26 +729211 KRT18P15 +729217 LOC729217 +729218 LOC729218 +729220 FLJ45513 +729222 LOC729222 +729230 CCR2 +729234 FAHD2CP +729236 RPS13P2 +729259 RPL17P43 +729274 RPS2P53 +729288 ZNF286B +729298 PCNPP3 +7293 TNFRSF4 +729301 RPL17P9 +729317 LOC729317 +729332 RPL27P8 +729342 LOC729342 +729347 AKR1B1P3 +729359 PLIN4 +729375 FAM86HP +729389 RPS6P25 +729391 RFWD2P1 +7294 TXK +729403 GAPDHP61 +729438 GATSL2 +729440 CCDC61 +729447 GAGE2A +729466 LOC729466 +729486 IL9RP3 +729493 GAPDHP38 +729494 ARPC3P3 +729495 FAM108A5P +729497 LOC729497 +7295 TXN +729500 RPL12P14 +729515 TMEM242 +729522 AACSP1 +729533 FAM72A +729540 RGPD6 +729565 NDUFB8P2 +729566 ZBTB8OSP1 +729582 DIRC3 +729597 SPDYE6 +7296 TXNRD1 +729602 LOC729602 +729603 LOC729603 +729609 LOC729609 +729610 FAHD2P1 +729614 FLJ37453 +729633 MRS2P2 +729646 RPL31P4 +729648 ZNF812 +729659 S100A11P1 +729665 CCDC175 +729678 LOC729678 +729679 RPS2P51 +729683 LOC729683 +7297 TYK2 +729708 TPI1P1 +729723 DNAJC27-AS1 +729727 RPL12P1 +729732 LOC729732 +729737 LOC729737 +729747 ZNF878 +729760 RPL12P18 +729780 RPS10P8 +729799 SEC14L1P1 +729816 DHFRP2 +729830 FAM160A1 +729842 RPS2P50 +729852 LOC729852 +729857 RGPD2 +729859 LOC729859 +729862 LSP1P3 +729873 TBC1D3 +729877 TBC1D3H +729898 ZBTB8OSP2 +729903 RPS16P10 +729920 ISPD +729930 LOC729930 +729944 ZNF75CP +729948 CDC26P1 +729967 MORN2 +729973 LOC729973 +729975 FLJ30403 +729978 LOC729978 +729991 MEF2BNB +729998 LOC729998 +73 ACTG1P1 +730010 BRI3P1 +730029 RPSAP19 +730043 LOC730043 +730051 ZNF814 +730069 LOC730069 +730086 ALG1L15P +730087 ZNF726 +730091 LOC730091 +730092 RRN3P1 +730094 C16orf52 +730098 LOC730098 +730101 LOC730101 +730102 LOC730102 +730110 LOC730110 +730183 LOC730183 +730187 RPS10P9 +730190 LOC730190 +7302 TYRO3P +730213 RPL5P5 +730227 LOC730227 +730249 IRG1 +730255 RPL17P8 +730256 LOC730256 +730257 LOC730257 +730262 PPIAL4E +730268 LOC730268 +7305 TYROBP +730647 HINT1P1 +730668 LOC730668 +7307 U2AF1 +730747 RPL14P3 +730861 RPS3AP29 +730888 DEPDC1P1 +7311 UBA52 +731157 LOC731157 +731220 RFX8 +731223 LOC731223 +731275 LOC731275 +731282 LOC731282 +7314 UBB +731424 LOC731424 +7316 UBC +731688 RPL21P120 +7317 UBA1 +7318 UBA7 +7319 UBE2A +7320 UBE2B +732199 RPL29P21 +7322 UBE2D2 +732229 LOC732229 +7323 UBE2D3 +7324 UBE2E1 +732448 LOC732448 +7325 UBE2E2 +7326 UBE2G1 +7327 UBE2G2 +7328 UBE2H +7329 UBE2I +7332 UBE2L3 +7334 UBE2N +7336 UBE2V2 +7337 UBE3A +734 OSGIN2 +7341 SUMO1 +7342 UBP1 +7343 UBTF +7347 UCHL3 +7348 UPK1B +7351 UCP2 +7352 UCP3 +7353 UFD1L +735301 SNHG9 +7355 SLC35A2 +7357 UGCG +7358 UGDH +7360 UGP2 +7365 UGT2B10 +7367 UGT2B17 +7368 UGT8 +7371 UCK2 +7372 UMPS +7374 UNG +7375 USP4 +7376 NR1H2 +7378 UPP1 +738 VPS51 +7381 UQCRB +7384 UQCRC1 +7385 UQCRC2 +7386 UQCRFS1 +7388 UQCRH +7389 UROD +7391 USF1 +7392 USF2 +7398 USP1 +7399 USH2A +740 MRPL49 +7402 UTRN +7403 KDM6A +7404 UTY +7405 UVRAG +7407 VARS +7408 VASP +7409 VAV1 +741 ZNHIT2 +7410 VAV2 +7411 VBP1 +7412 VCAM1 +7415 VCP +7416 VDAC1 +7418 VDAC1P4 +7419 VDAC3 +7421 VDR +7422 VEGFA +7423 VEGFB +7428 VHL +7429 VIL1 +7430 EZR +7433 VIPR1 +7434 VIPR2 +7436 VLDLR +7439 BEST1 +744 MPPED2 +7442 TRPV1 +7443 VRK1 +7444 VRK2 +7447 VSNL1 +7448 VTN +745 C11orf9 +7450 VWF +7453 WARS +7454 WAS +7456 WIPF1 +7458 EIF4H +746 C11orf10 +7461 CLIP2 +7462 LAT2 +7464 CORO2A +7465 WEE1 +7466 WFS1 +7468 WHSC1 +7469 WHSC2 +747 DAGLA +7471 WNT1 +7474 WNT5A +7476 WNT7A +7480 WNT10B +7482 WNT2B +7485 WRB +7486 WRN +7494 XBP1 +7503 XIST +7504 XK +7507 XPA +7508 XPC +751071 METTL12 +7512 XPNPEP2 +7514 XPO1 +7515 XRCC1 +7516 XRCC2 +7517 XRCC3 +7518 XRCC4 +751816 DSERG1 +751837 LOC751837 +752 FMNL1 +7520 XRCC5 +752014 CEMP1 +7525 YES1 +7526 YESP +7528 YY1 +753 LDLRAD4 +7531 YWHAE +7532 YWHAG +7533 YWHAH +7534 YWHAZ +7535 ZAP70 +7536 SF1 +7538 ZFP36 +7539 ZFP37 +754 PTTG1IP +7541 ZFP161 +7542 ZFPL1 +7543 ZFX +7544 ZFY +7549 ZNF2 +755 C21orf2 +7551 ZNF3 +7552 ZNF711 +7553 ZNF7 +7554 ZNF8 +7555 CNBP +7556 ZNF10 +7559 ZNF12 +7561 ZNF14 +7562 ZNF708 +7564 ZNF16 +7565 ZNF17 +7566 ZNF18 +7567 ZNF19 +7569 ZNF182 +757 TMEM50B +7571 ZNF23 +7572 ZNF24 +7574 ZNF26 +7576 ZNF28 +7579 ZSCAN20 +7584 ZNF35 +7586 ZKSCAN1 +7589 ZSCAN21 +759 CA1 +7592 ZNF41 +7593 MZF1 +7594 ZNF43 +7596 ZNF45 +7597 ZBTB25 +760 CA2 +7617 ZNF66P +762 CA4 +7620 ZNF69 +7621 ZNF70 +7625 ZNF74 +7626 ZNF75D +7627 ZNF75A +7629 ZNF76 +7633 ZNF79 +7634 ZNF80 +7637 ZNF84 +7638 ZNF221 +7639 ZNF85 +7643 ZNF90 +7644 ZNF91 +765 CA6 +767 CA8 +7673 ZNF222 +7675 ZNF121 +7678 ZNF124 +767846 PFN1P2 +7681 MKRN3 +7682 MKRN4P +768206 PRCD +768211 RELL1 +7683 MKRN5P +768328 EIF4EBP1P2 +7690 ZNF131 +7691 ZNF132 +7693 ZNF134 +7694 ZNF135 +7695 ZNF136 +7696 ZNF137P +7697 ZNF138 +7699 ZNF140 +770 CA11 +7700 ZNF141 +7701 ZNF142 +7702 ZNF143 +7704 ZBTB16 +7705 ZNF146 +7706 TRIM25 +7707 ZNF148 +7709 ZBTB17 +7710 ZNF154 +7711 ZNF155 +7712 ZNF157 +7716 VEZF1 +7718 ZNF165 +7726 TRIM26 +7727 ZNF174 +7728 ZNF175 +773 CACNA1A +7733 ZNF180 +7737 RNF113A +7738 ZNF184 +7739 ZNF185 +7741 ZNF187 +7743 ZNF189 +7745 ZNF192 +7746 ZNF193 +7748 ZNF195 +775 CACNA1C +7750 ZMYM2 +7752 ZNF200 +7753 ZNF202 +7754 ZNF204P +7755 ZNF205 +7756 ZNF207 +7757 ZNF208 +776 CACNA1D +7760 ZNF213 +7762 ZNF215 +7763 ZFAND5 +7766 ZNF223 +7767 ZNF224 +7768 ZNF225 +7769 ZNF226 +777 CACNA1E +7770 ZNF227 +7771 ZFP112 +7772 ZNF229 +7773 ZNF230 +7775 ZNF232 +7776 ZNF236 +777650 LOC777650 +7779 SLC30A1 +778 CACNA1F +7782 SLC30A4 +7784 ZP3 +7786 MAP3K12 +7789 ZXDA +7791 ZYX +7798 LUZP1 +7799 PRDM2 +780 DDR1 +7802 DNALI1 +7803 PTP4A1 +7804 LRP8 +7805 LAPTM5 +780776 FAM18A +780778 USP10P2 +780779 USP10P1 +780780 LOC780780 +780851 SNORD3A +780852 SNORD3B-2 +780853 SNORD3C +780854 SNORD3D +7812 CSDE1 +7813 EVI5 +7818 DAP3 +782 CACNB1 +7832 BTG2 +7837 PXDN +784 CACNB3 +7840 ALMS1 +7841 MOGS +7844 RNF103 +7846 TUBA1A +7849 PAX8 +785 CACNB4 +7850 IL1R2 +7852 CXCR4 +7855 FZD5 +7862 BRPF1 +7866 IFRD2 +7867 MAPKAPK3 +7871 SLMAP +7873 MANF +7874 USP7 +7879 RAB7A +788 SLC25A20 +7881 KCNAB1 +7884 SLBP +789 SLC25A20P1 +78987 CRELD1 +78988 MRP63 +78990 OTUB2 +78991 PCYOX1L +78992 YIPF2 +78994 PRR14 +78995 C17orf53 +78996 C7orf49 +78999 LRFN4 +790 CAD +79000 AUNIP +79001 VKORC1 +79002 C19orf43 +79003 MIS12 +79005 SCNM1 +79006 METRN +79007 DBNDD1 +79008 SLX1B +79016 DDA1 +79017 GGCT +79018 GID4 +79019 CENPM +79020 C7orf25 +79022 TMEM106C +79023 NUP37 +79026 AHNAK +79027 ZNF655 +79029 SPATA5L1 +7903 ST8SIA4 +79031 PDCL3 +79033 ERI3 +79034 C7orf26 +79035 NABP2 +79036 KXD1 +79037 PVRIG +79038 ZFYVE21 +79039 DDX54 +79041 TMEM38A +79042 TSEN34 +79047 KCTD15 +79048 SECISBP2 +7905 REEP5 +79050 NOC4L +79053 ALG8 +79056 PRRG4 +79058 ASPSCR1 +79064 TMEM223 +79065 ATG9A +79066 METTL16 +79068 FTO +79070 KDELC1 +79071 ELOVL6 +79072 FASTKD3 +79073 TMEM109 +79074 C2orf49 +79075 DSCC1 +79077 DCTPP1 +79078 C1orf50 +79080 CCDC86 +79081 C11orf48 +79084 WDR77 +79085 SLC25A23 +79086 C19orf42 +79087 ALG12 +79088 ZNF426 +79089 TMUB2 +79090 TRAPPC6A +79091 METTL22 +79092 CARD14 +79094 CHAC1 +79095 C9orf16 +790955 C11orf83 +79096 C11orf49 +79101 TAF1D +79102 RNF26 +79109 MAPKAP1 +791096 LOC791096 +791227 TRNAN3 +791230 TRNAV7 +7913 DEK +79132 DHX58 +79134 TMEM185B +79135 APOO +79136 LY6G6E +79137 FAM134A +79139 DERL1 +79140 CCDC28B +79142 PHF23 +79143 MBOAT7 +79145 CHCHD7 +79147 FKRP +79148 MMP28 +79149 ZSCAN5A +7915 ALDH5A1 +79153 GDPD3 +79154 DHRS11 +79155 TNIP2 +79156 PLEKHF1 +79157 MFSD11 +79158 GNPTAB +79159 NOL12 +7916 PRRC2A +79161 C7orf23 +79165 LENG1 +79166 LILRP2 +79168 LILRA6 +79169 C1orf35 +7917 BAG6 +79170 PRR15L +79171 RBM42 +79172 CENPO +79173 C19orf57 +79174 CRELD2 +79177 ZNF576 +79178 THTPA +7918 GPANK1 +79180 EFHD2 +79184 BRCC3 +79187 FSD1 +79188 TMEM43 +7919 DDX39B +7920 ABHD16A +7922 SLC39A7 +79228 THOC6 +7923 HSD17B8 +79230 ZNF557 +79269 DCAF10 +793 CALB1 +7936 RDBP +79363 RSG1 +79364 ZXDC +79365 BHLHE41 +79366 HMGN5 +79368 FCRL2 +79369 B3GNT4 +79370 BCL2L14 +7940 LST1 +7941 PLA2G7 +79411 GLB1L +79412 KREMEN2 +79413 ZBED2 +79414 LRFN3 +79415 C17orf62 +7942 TFEB +79441 HAUS3 +79442 LRRC2 +79443 FYCO1 +79446 WDR25 +79447 PAGR1 +79469 DLEU2L +79541 OR2A4 +7955 STL +79567 FAM65A +79568 C2orf47 +7957 EPM2A +79571 GCC1 +79572 ATP13A3 +79573 TTC13 +79575 ABHD8 +79576 NKAP +79577 CDC73 +79581 SLC52A2 +79582 SPAG16 +79583 TMEM231 +79585 CORO7 +79586 CHPF +79587 CARS2 +79590 MRPL24 +79594 MUL1 +79595 SAP130 +79596 RNF219 +79598 CEP97 +796 CALCA +79600 TCTN1 +79602 ADIPOR2 +79603 CERS4 +79605 PGBD5 +79607 FAM118B +79608 RIC3 +79609 METTL21D +79612 NAA16 +79613 TMCO7 +79616 CCNJL +79618 HMBOX1 +79621 RNASEH2B +79622 SNRNP25 +79624 C6orf211 +79626 TNFAIP8L2 +79627 OGFRL1 +79628 SH3TC2 +79629 OCEL1 +79630 C1orf54 +79631 EFTUD1 +79632 FAM184A +79633 FAT4 +79634 SCRN3 +79635 CCDC121 +79637 ARMC7 +79639 TMEM53 +79640 C22orf46 +79641 ROGDI +79642 ARSJ +79643 CHMP6 +79644 SRD5A3 +79646 PANK3 +79647 AKIRIN1 +79648 MCPH1 +79649 MAP7D3 +7965 AIMP2 +79650 USB1 +79651 RHBDF2 +79652 TMEM204 +79654 HECTD3 +79656 BEND5 +79657 RPAP3 +79658 ARHGAP10 +79659 DYNC2H1 +79660 PPP1R3B +79661 NEIL1 +79663 HSPBAP1 +79664 NARG2 +79665 DHX40 +79666 PLEKHF2 +79667 FLJ13197 +79668 PARP8 +79669 C3orf52 +79670 ZCCHC6 +79671 NLRX1 +79672 FN3KRP +79673 ZNF329 +79674 VEPH1 +79675 FASTKD1 +79676 OGFOD2 +79677 SMC6 +79680 C22orf29 +79682 MLF1IP +79683 ZDHHC14 +79684 MSANTD2 +79685 SAP30L +79686 LINC00341 +79689 STEAP4 +79690 GAL3ST4 +79691 QTRTD1 +79692 ZNF322 +79693 YRDC +79694 MANEA +79695 GALNT12 +79696 ZC2HC1C +79697 C14orf169 +79699 ZYG11B +79701 OGFOD3 +79703 C11orf80 +79705 LRRK1 +79706 PRKRIP1 +79707 NOL9 +79709 GLT25D1 +79710 MORC4 +79711 IPO4 +79712 GTDC1 +79713 IGFLR1 +79714 CCDC51 +79717 PPCS +79718 TBL1XR1 +79719 AAGAB +79720 VPS37B +79722 ANKRD55 +79724 ZNF768 +79725 THAP9 +79726 WDR59 +79728 PALB2 +79729 SH3D21 +79730 NSUN7 +79731 NARS2 +79734 KCTD17 +79735 TBC1D17 +79736 TEFM +79738 BBS10 +79739 TTLL7 +79744 ZNF419 +79745 CLIP4 +79747 ADGB +7975 MAFK +79750 ZNF385D +79751 SLC25A22 +79752 ZFAND1 +79753 SNIP1 +79755 ZNF750 +79758 DHRS12 +79759 ZNF668 +7976 FZD3 +79760 GEMIN7 +79762 C1orf115 +79763 ISOC2 +79767 ELMO3 +79768 KATNBL1 +79770 TXNDC15 +79772 MCTP1 +79774 GRTP1 +79777 ACBD4 +79778 MICALL2 +7978 MTERF +79780 CCDC82 +79782 LRRC31 +79783 C7orf10 +79786 KLHL36 +79788 ZNF665 +79789 CLMN +7979 SHFM1 +79791 FBXO31 +79792 GSDMD +79794 C12orf49 +79796 ALG9 +79797 ZNF408 +79798 ARMC5 +79799 UGT2A3 +7980 TFPI2 +79800 ALS2CR8 +79801 SHCBP1 +79805 VASH2 +79807 GSTCD +79809 TTC21B +79810 PTCD2 +79811 SLTM +79813 EHMT1 +79814 AGMAT +79815 NIPAL2 +79817 MOB3B +79818 ZNF552 +79819 WDR78 +7982 ST7 +79820 CATSPERB +79823 CAMKMT +79827 CLMP +79828 METTL8 +79829 NAA40 +79830 ZMYM1 +79831 KDM8 +79832 QSER1 +79833 GEMIN6 +79834 PEAK1 +79836 LONRF3 +79837 PIP4K2C +79838 TMC5 +79839 CCDC102B +7984 ARHGEF5 +79840 NHEJ1 +79841 AGBL2 +79842 ZBTB3 +79843 FAM124B +79844 ZDHHC11 +79845 RNF122 +79848 CSPP1 +79850 FAM57A +79852 EPHX3 +79853 TM4SF20 +79854 LINC00115 +79856 SNX22 +79857 FLJ13224 +79858 NEK11 +79860 FLJ21369 +79862 ZNF669 +79863 RBFA +79864 C11orf63 +79865 TREML2 +79866 BORA +79867 TCTN2 +79868 ALG13 +79869 CPSF7 +79870 BAALC +79871 RPAP2 +79872 CBLL1 +79873 NUDT18 +79874 RABEP2 +79876 UBA5 +79877 DCAKD +79879 CCDC134 +7988 ZNF212 +79882 ZC3H14 +79883 PODNL1 +79884 MAP9 +79885 HDAC11 +79886 CAAP1 +79887 PLBD1 +79888 LPCAT1 +79890 RIN3 +79891 ZNF671 +79893 GGNBP2 +79894 ZNF672 +79895 ATP8B4 +79898 ZNF613 +79899 PRR5L +79901 CYBRD1 +79902 NUP85 +79903 NAA60 +79906 MORN1 +79908 BTNL8 +7991 TUSC3 +79912 PYROXD1 +79915 ATAD5 +79917 MAGIX +79918 SETD6 +79921 TCEAL4 +79922 MRM1 +79924 ADM2 +79925 SPEF2 +79929 MAP6D1 +7993 UBXN8 +79930 DOK3 +79931 TNIP3 +79932 KIAA0319L +79934 ADCK4 +79939 SLC35E1 +7994 KAT6A +79943 ZNF696 +79944 L2HGDH +79947 DHDDS +79948 LPPR3 +79954 NOL10 +79956 ERMP1 +79957 PAQR6 +79958 DENND1C +79959 CEP76 +79960 PHF17 +79961 DENND2D +79963 ABCA11P +79966 SCD5 +79968 WDR76 +79969 ATAT1 +79970 ZNF767 +79971 WLS +79973 ZNF442 +79974 CPED1 +79979 TRMT2B +79982 DNAJB14 +79983 POF1B +79986 ZNF702P +79989 TTC26 +79990 PLEKHH3 +79992 AGPAT4-IT1 +79993 ELOVL7 +79998 ANKRD53 +79999 LOC79999 +800 CALD1 +80000 GREB1L +80003 PCNXL2 +80004 ESRP2 +80005 DOCK5 +80006 C5orf44 +80008 TMEM156 +80010 RMI1 +80011 FAM192A +80012 PHC3 +80014 WWC2 +80017 C14orf159 +80018 NAA25 +80020 FOXRED2 +80021 TMEM62 +80022 MYO15B +80024 SLC24A6 +80028 FBXL18 +80035 ANP32A-IT1 +80039 FAM106A +80045 GPR157 +80054 CEBPA-AS1 +80055 PGAP1 +80063 ATF7IP2 +80067 DCAF17 +80071 CCDC15 +80072 HEXA-AS1 +80086 TUBA4B +80094 FLJ14107 +80095 ZNF606 +80097 MZT2B +801 CALM1 +80108 ZFP2 +80110 ZNF614 +80115 BAIAP2L2 +80119 PIF1 +80122 MAP3K19 +80124 VCPIP1 +80127 CCDC176 +80128 TRIM46 +80129 CCDC170 +8013 NR4A3 +80131 LRRC8E +80133 C1orf129 +80135 RPF1 +80139 ZNF703 +80142 PTGES2 +80143 SIKE1 +80145 THOC7 +80146 UXS1 +80148 PQLC1 +80149 ZC3H12A +80150 ASRGL1 +80152 CENPT +80153 EDC3 +80154 AGSK1 +80155 NAA15 +80161 ASMTL-AS1 +80162 ATHL1 +80167 C4orf29 +80169 CTC1 +80173 IFT74 +80174 DBF4B +80176 SPSB1 +80177 MYCT1 +80179 MYO19 +80183 KIAA0226L +80184 CEP290 +80185 TTI2 +8019 BRD3 +80194 TMEM134 +80196 RNF34 +80198 MUS81 +80199 FUZ +80204 FBXO11 +80205 CHD9 +80206 FHOD3 +80207 OPA3 +80208 SPG11 +80209 PROSER1 +8021 NUP214 +80210 ARMC9 +80212 CCDC92 +80213 TM2D3 +80215 RUNX1-IT1 +80216 ALPK1 +80218 NAA50 +80219 COQ10B +80221 ACSF2 +80222 TARS2 +80223 RAB11FIP1 +80224 NUBPL +80227 PAAF1 +80228 ORAI2 +80230 RUFY1 +80231 CXorf21 +80232 WDR26 +80233 C17orf70 +80235 PIGZ +80237 ELL3 +80243 PREX2 +80254 CEP63 +80255 SLC35F5 +80256 FAM214B +80258 EFHC2 +80262 C16orf70 +80263 TRIM45 +80264 ZNF430 +80267 EDEM3 +80270 HSD3B7 +80271 ITPKC +80273 GRPEL1 +80279 CDK5RAP3 +80298 MTERFD3 +80301 PLEKHO2 +80304 C2orf44 +80305 TRABD +80306 MED28 +80308 FLAD1 +80310 PDGFD +80311 KLHL15 +80315 CPEB4 +80317 ZKSCAN3 +80318 GKAP1 +80319 CXXC4 +80321 CEP70 +80323 CCDC68 +80324 PUS1 +80325 ABTB1 +80326 WNT10A +80327 MAPRE1P1 +80329 ULBP1 +80333 KCNIP4 +80335 WDR82 +80342 TRAF3IP3 +80344 DCAF11 +80345 ZSCAN16 +80346 REEP4 +80347 COASY +80349 WDR61 +80350 LPAL2 +80352 RNF39 +80380 PDCD1LG2 +80381 CD276 +8045 RASSF7 +805 CALM2 +8050 PDHX +8061 FOSL1 +8065 CUL5 +80700 UBXN6 +80705 TSGA10 +80709 AKNA +80714 PBX4 +80723 SLC35G2 +80724 ACAD10 +80726 KIAA1683 +80727 TTYH3 +80728 ARHGAP39 +8073 PTP4A2 +80736 SLC44A4 +80737 VWA7 +80739 C6orf25 +80741 LY6G5C +80742 PRR3 +80745 THUMPD2 +80746 TSEN2 +80757 TMEM121 +80758 PRR7 +80761 UPK3B +80762 NDFIP1 +80763 C12orf39 +80764 THAP7 +80765 STARD5 +80772 GLTPD1 +80774 LIMD2 +80775 TMEM177 +80776 B9D2 +80777 CYB5B +80778 ZNF34 +8078 USP5 +80781 COL18A1 +80789 INTS5 +8079 MLF2 +80790 CMIP +808 CALM3 +80817 CEP44 +80818 ZNF436 +8082 SSPN +80820 EEPD1 +80821 DDHD1 +80823 BHLHB9 +80824 DUSP16 +80829 ZFP91 +80830 APOL6 +80832 APOL4 +80833 APOL3 +8085 MLL2 +80851 SH3BP5L +80852 GRIP2 +80853 JHDM1D +80854 SETD7 +80856 KIAA1715 +8086 AAAS +80862 ZNRD1-AS1 +80863 PRRT1 +80868 HCG4B +8087 FXR1 +8089 YEATS4 +80895 ILKAP +80896 NPL +80975 TMPRSS5 +8099 CDK2AP1 +81 ACTN4 +8100 IFT88 +81029 WNT5B +81034 SLC25A32 +81035 COLEC12 +81037 CLPTM1L +8106 PABPN1 +811 CALR +8111 GPR68 +8115 TCL1A +8120 AP3B2 +8123 PAR5 +8125 ANP32A +813 CALU +8131 NPRL3 +8139 GAN +814 CAMK4 +8140 SLC7A5 +8148 TAF15 +81488 POLR2M +81490 PTDSS2 +81491 GPR63 +81501 DCSTAMP +81532 MOB2 +81533 ITFG1 +81537 SGPP1 +81539 SLC38A1 +81542 TMX1 +81543 LRRC3 +81544 GDPD5 +81545 FBXO38 +81550 TDRD3 +81552 VOPP1 +81553 FAM49A +81554 WBSCR16 +81555 YIPF5 +81556 VWA9 +81557 MAGED4B +81558 FAM117A +81559 TRIM11 +81562 LMAN2L +81563 C1orf21 +81565 NDEL1 +81566 CSRNP2 +81567 TXNDC5 +81570 CLPB +81571 MIR600HG +81573 ANKRD13C +81575 APOLD1 +81576 CCDC130 +81577 GFOD2 +81579 PLA2G12A +81602 CDADC1 +81605 URM1 +81606 LBH +81607 PVRL4 +81608 FIP1L1 +81609 SNX27 +8161 COIL +81611 ANP32E +81614 NIPA2 +81615 TMEM163 +81616 ACSBG2 +81617 CAB39L +81618 ITM2C +81620 CDT1 +81622 UNC93B1 +81624 DIAPH3 +81627 TRMT1L +81628 TSC22D4 +81629 TSSK3 +81631 MAP1LC3B +8165 AKAP1 +81669 CCNL2 +81671 VMP1 +81688 C6orf62 +81689 ISCA1 +81691 LOC81691 +81693 AMN +81696 OR5V1 +81698 LINC00597 +817 CAMK2D +81704 DOCK8 +8175 SF3A2 +8178 ELL +81786 TRIM7 +81788 NUAK2 +81789 TIGD6 +81790 RNF170 +81793 TLR10 +81794 ADAMTS10 +81796 SLCO5A1 +81797 OR12D3 +81831 NETO2 +81832 NETO1 +81839 VANGL1 +81844 TRIM56 +81846 SBF2 +81847 RNF146 +81853 TMEM14B +81854 MGC3771 +81856 ZNF611 +81857 MED25 +81858 SHARPIN +81873 ARPC5L +81875 ISG20L2 +81876 RAB1B +81887 LAS1L +81889 FAHD1 +8189 SYMPK +81890 QTRT1 +81892 SLIRP +81893 SLC7A5P1 +819 CAMLG +8192 CLPP +81926 FAM108A1 +81929 SEH1L +81930 KIF18A +81931 ZNF93 +81932 HDHD3 +81993 COX17P1 +82 ACTG1P9 +820 CAMP +8204 NRIP1 +8208 CHAF1B +8209 C21orf33 +821 CANX +8214 DGCR6 +8216 LZTR1 +8218 CLTCL1 +822 CAPG +8220 DGCR14 +8225 GTPBP6 +8226 HDHD1 +8227 AKAP17A +8228 PNPLA4 +823 CAPN1 +8233 ZRSR2 +8237 USP11 +8239 USP9X +824 CAPN2 +8241 RBM10 +8242 KDM5C +8243 SMC1A +825 CAPN3 +82500 PKP2P1 +826 CAPNS1 +8260 NAA10 +8263 F8A1 +8266 UBL4A +8269 TMEM187 +8270 LAGE3 +8273 SLC10A3 +8277 TKTL1 +828 CAPS +8284 KDM5D +8287 USP9Y +8288 EPX +8289 ARID1A +829 CAPZA1 +8291 DYSF +8292 COLQ +8293 SERF1A +8294 HIST1H4I +8295 TRRAP +83 ACTG1P10 +830 CAPZA2 +8301 PICALM +8302 KLRC4 +8303 SNN +8309 ACOX2 +831 CAST +8310 ACOX3 +8312 AXIN1 +8313 AXIN2 +8314 BAP1 +8315 BRAP +8317 CDC7 +8318 CDC45 +832 CAPZB +8320 EOMES +8321 FZD1 +8322 FZD4 +8323 FZD6 +8324 FZD7 +8326 FZD9 +8327 GABPAP +8328 GFI1B +8329 HIST1H2AI +833 CARS +8330 HIST1H2AK +8331 HIST1H2AJ +8332 HIST1H2AL +8334 HIST1H2AC +8335 HIST1H2AB +8336 HIST1H2AM +8337 HIST2H2AA3 +8338 HIST2H2AC +8339 HIST1H2BG +83394 PITPNM3 +834 CASP1 +8340 HIST1H2BL +8341 HIST1H2BN +83416 FCRL5 +8342 HIST1H2BM +8343 HIST1H2BF +83439 TCF7L1 +8344 HIST1H2BE +83440 ADPGK +83442 SH3BGRL3 +83443 SF3B5 +83444 INO80B +83445 GSG1 +83448 PUS7L +83449 PMFBP1 +8345 HIST1H2BH +83450 LRRC48 +83451 ABHD11 +83452 RAB33B +8346 HIST1H2BI +83460 EMC6 +83461 CDCA3 +83463 MXD3 +83464 APH1B +83468 GLT8D2 +8347 HIST1H2BC +83473 KATNAL2 +83475 DOHH +83478 ARHGAP24 +83479 DDX59 +8348 HIST1H2BO +83480 PUS3 +83481 EPPK1 +8349 HIST2H2BE +835 CASP2 +8350 HIST1H3A +8351 HIST1H3D +8352 HIST1H3C +83528 CYP51P1 +8353 HIST1H3E +83530 CYP51P2 +83538 TTC25 +8354 HIST1H3I +83540 NUF2 +83544 DNAL1 +83547 RILP +83548 COG3 +83549 UCK1 +8355 HIST1H3G +8356 HIST1H3J +8357 HIST1H3H +8358 HIST1H3B +8359 HIST1H4A +83590 TMUB1 +83591 THAP2 +83593 RASSF5 +83594 NUDT12 +83595 SOX7 +83596 BCL2L12 +836 CASP3 +8360 HIST1H4D +83605 CCM2 +83606 C22orf13 +83607 AMMECR1L +83608 C18orf21 +8361 HIST1H4F +8362 HIST1H4K +8363 HIST1H4J +83636 C19orf12 +83637 ZMIZ2 +83638 C11orf68 +8364 HIST1H4C +83640 FAM103A1 +83642 SELO +83648 FAM167A +8365 HIST1H4H +8366 HIST1H4B +83660 TLN2 +83666 PARP9 +83667 SESN2 +8367 HIST1H4E +8368 HIST1H4L +83692 CD99L2 +83693 HSDL1 +83694 RPS6KL1 +83695 RHNO1 +83696 TRAPPC9 +83698 CALN1 +83699 SH3BGRL2 +837 CASP4 +8370 HIST2H4A +83700 JAM3 +83706 FERMT3 +83707 TRPT1 +83714 NRIP2 +83715 ESPN +83716 CRISPLD2 +83719 YPEL3 +8372 HYAL3 +83729 INHBE +83732 RIOK1 +83733 SLC25A18 +83734 ATG10 +83743 GRWD1 +83744 ZNF484 +83746 L3MBTL2 +83752 LONP2 +83756 TAS1R3 +83758 RBP5 +83759 RBM4B +83786 FRMD8 +83787 ARMC10 +8379 MAD1L1 +838 CASP5 +83850 ESYT3 +83852 SETDB2 +83854 ANGPTL6 +83855 KLF16 +83856 FSD1L +83857 TMTC1 +83858 ATAD3B +83861 RSPH3 +83862 TMEM120A +83871 RAB34 +83872 HMCN1 +83873 GPR61 +83874 TBC1D10A +83875 BCO2 +83876 MRO +83877 TM2D2 +83879 CDCA7 +83884 SLC25A2 +83887 TTLL2 +83888 FGFBP2 +83890 SPATA9 +83891 SNX25 +83892 KCTD10 +839 CASP6 +83903 GSG2 +83930 STARD3NL +83931 STK40 +83932 SPRTN +83933 HDAC10 +83935 TMEM133 +83939 EIF2A +8394 PIP5K1A +83940 TATDN1 +83941 TM2D1 +83943 IMMP2L +8395 PIP5K1B +83955 NACAP1 +83956 RACGAP1P +83957 FRMD8P1 +8396 PIP4K2B +8398 PLA2G6 +83982 IFI27L2 +83983 TSSK6 +83985 SPNS1 +83986 ITFG3 +83988 NCALD +83989 FAM172A +8399 PLA2G10 +83990 BRIP1 +83992 CTTNBP2 +83998 REG4 +83999 KREMEN1 +84000 TMPRSS13 +84002 B3GNT5 +8402 SLC25A11 +84033 OBSCN +84034 EMILIN2 +8405 SPOP +84056 KATNAL1 +84057 MND1 +84058 WDR54 +84060 RBM48 +84061 MAGT1 +84062 DTNBP1 +84064 HDHD2 +84065 TMEM222 +84067 FAM160A2 +84068 SLC10A7 +84069 PLEKHN1 +8407 TAGLN2 +84070 FAM186B +84071 ARMC2 +84072 HORMAD1 +84073 MYCBPAP +84074 QRICH2 +84077 C3orf20 +84078 KBTBD7 +84079 ANKRD27 +8408 ULK1 +84080 ENKD1 +84081 NSRP1 +84083 ZRANB3 +84084 RAB6C +84085 FBXO30 +8409 UXT +84099 ID2B +841 CASP8 +84100 ARL6 +84101 USP44 +84102 SLC41A2 +84105 PCBD2 +84106 PRAM1 +8411 EEA1 +8412 BCAR3 +84124 ZNF394 +84126 ATRIP +84128 WDR75 +84129 ACAD11 +84131 CEP78 +84132 USP42 +84133 ZNRF3 +84134 TOMM40L +84135 UTP15 +84138 SLC7A6OS +84140 FAM161A +84142 FAM175A +84144 SYDE2 +84146 ZNF644 +84148 KAT8 +84153 RNASEH2C +84154 RPF2 +8416 ANXA9 +84162 KIAA1109 +84163 GTF2IRD2 +84164 ASCC2 +84166 NLRC5 +84167 C19orf44 +84168 ANTXR1 +8417 STX7 +84172 POLR1B +84173 ELMOD3 +84179 MFSD7 +8418 CMAHP +84186 ZCCHC7 +84187 TMEM164 +84188 FAR1 +8419 BFSP2 +84190 METTL25 +84191 FAM96A +84193 SETD3 +84196 USP48 +84197 SGK196 +842 CASP9 +8420 SNHG3 +84206 MEX3B +84210 ANKRD20A1 +84215 ZNF541 +84216 TMEM117 +84217 ZMYND12 +84218 TBC1D3F +84219 WDR24 +84220 RGPD5 +84221 C21orf56 +84222 TMEM191A +84223 IQCG +84224 NBPF3 +84225 ZMYND15 +84226 C2orf16 +84230 LRRC8C +84231 TRAF7 +84232 MAF1 +84233 TMEM126A +84236 RHBDD1 +84239 ATP13A4 +84240 ZCCHC9 +84243 ZDHHC18 +84245 MRI1 +84246 MED10 +84247 LDOC1L +84248 FYTTD1 +8425 LTBP4 +84250 ANKRD32 +84253 GARNL3 +84254 CAMKK1 +84255 SLC37A3 +84256 FLYWCH1 +84259 DCUN1D5 +84260 TCHP +84261 FBXW9 +84262 PSMG3 +84263 HSDL2 +84264 HAGHL +84265 POLR3GL +84266 ALKBH7 +84267 C9orf64 +84268 RPAIN +84269 CHCHD5 +8427 ZNF282 +84270 C9orf89 +84271 POLDIP3 +84272 YIPF4 +84273 NOA1 +84274 COQ5 +84275 SLC25A33 +84276 NICN1 +84277 DNAJC30 +84278 HIATL2 +84279 PRADC1 +8428 STK24 +84280 BTBD10 +84281 C2orf88 +84282 RNF135 +84283 TMEM79 +84284 NTPCR +84285 EIF1AD +84286 TMEM175 +84288 EFCAB2 +84289 ING5 +84290 CAPNS2 +84292 WDR83 +84294 UTP23 +84295 PHF6 +84296 GINS4 +84298 LLPH +84299 MIEN1 +843 CASP10 +84300 MNF1 +84301 DDI2 +84303 CHCHD6 +84304 NUDT22 +84305 WIBG +84306 PDCD2L +84307 ZNF397 +84309 NUDT16L1 +84310 C7orf50 +84311 MRPL45 +84312 BRMS1L +84313 VPS25 +84314 TMEM107 +84315 MON1A +84316 LSMD1 +84317 CCDC115 +84318 CCDC77 +84319 CMSS1 +84320 ACBD6 +84321 THOC3 +84324 SARNP +84326 C16orf13 +84327 ZBED3 +84328 LZIC +84329 HVCN1 +84330 ZNF414 +84331 FAM195A +84334 APOPT1 +84335 AKT1S1 +84336 TMEM101 +84337 ELOF1 +8434 RECK +84340 GFM2 +84342 COG8 +84343 HPS3 +8436 SDPR +84364 ARFGAP2 +84365 MKI67IP +8437 RASAL1 +84376 HOOK3 +8438 RAD54L +8439 NSMAF +8440 NCK2 +84418 CYSTM1 +84419 C15orf48 +8443 GNPAT +84433 CARD11 +84436 ZNF528 +84437 MSANTD4 +84439 HHIPL1 +8444 DYRK3 +84440 RAB11FIP4 +84441 MAML2 +84443 FRMPD3 +84444 DOT1L +84446 BRSK1 +84447 SYVN1 +84448 ABLIM2 +84449 ZNF333 +8445 DYRK2 +84450 ZNF512 +84451 KIAA1804 +84455 EFCAB7 +84456 L3MBTL3 +8446 DUSP11 +84460 ZMAT1 +84461 NEURL4 +84464 SLX4 +84465 MEGF11 +8448 DOC2A +8449 DHX16 +84498 FAM120B +8450 CUL4B +84501 SPIRE2 +84503 ZNF527 +8451 CUL4A +84513 PPAPDC1B +84514 GHDC +84516 DCTN5 +84517 ACTRT3 +84519 ACRBP +8452 CUL3 +84520 C14orf142 +84522 JAGN1 +84524 ZC3H8 +84525 HOPX +84527 ZNF559 +84528 RHOXF2 +84529 C15orf41 +84536 C21orf67 +8454 CUL1 +84541 KBTBD8 +84542 KIAA1841 +84546 SNORD35B +84547 PGBD1 +84548 TMEM185A +84549 MAK16 +84552 PARD6G +84561 SLC12A8 +84572 GNPTG +8458 TTF2 +8459 TPST2 +8460 TPST1 +84614 ZBTB37 +84617 TUBB6 +8462 KLF11 +84620 ST6GAL2 +84622 ZNF594 +84626 KRBA1 +84627 ZNF469 +84628 NTNG2 +84629 TNRC18 +8463 TEAD2 +84636 GPR174 +8464 SUPT3H +84640 USP38 +84641 HIATL1 +84645 C22orf23 +84649 DGAT2 +84650 EBPL +84656 GLYR1 +84657 GHRLOS2 +84658 EMR3 +84660 CCDC62 +84661 DPY30 +84662 GLIS2 +84668 FAM126A +84669 USP32 +8467 SMARCA5 +84671 ZNF347 +84674 CARD6 +84678 KDM2B +84679 SLC9A7 +8468 FKBP6 +84680 ACCS +84681 HINT2 +84684 INSM2 +84687 PPP1R9B +84689 MS4A14 +84693 MCEE +84695 LOXL3 +84696 ABHD1 +84698 CAPS2 +847 CAT +84700 MYO18B +84705 GTPBP3 +84706 GPT2 +84707 BEX2 +84708 LNX1 +84717 HDGFRP2 +84719 LINC00260 +84720 PIGO +84722 PSRC1 +84725 PLEKHA8 +84726 PRRC2B +84727 SPSB2 +8473 OGT +84740 AFAP1-AS1 +84747 UNC119B +84749 USP30 +84750 FUT10 +84752 B3GNT9 +84759 PCGF1 +8476 CDC42BPA +84765 ZNF577 +84766 EFCAB4B +84769 MPV17L2 +8477 GPR65 +84771 DDX11L2 +84775 ZNF607 +84777 DLGAP1-AS2 +84787 SUV420H2 +8479 HIRIP3 +84790 TUBA1C +84791 LINC00467 +84792 FAM220A +84793 FOXD2-AS1 +84798 C19orf48 +84803 AGPAT9 +84804 MFSD9 +84807 NFKBID +84809 CROCCP2 +8481 OFD1 +84811 BUD13 +84812 PLCD4 +84815 MGC12916 +84816 RTN4IP1 +84817 TXNDC17 +84818 IL17RC +8482 SEMA7A +84820 POLR2J4 +84823 LMNB2 +84824 FCRLA +84826 SFT2D3 +8483 CILP +84830 ADTRP +84832 ANKRD36BP1 +84836 ABHD14B +84837 ARHGAP5-AS1 +84838 ZNF496 +84842 HPDL +84843 MGC15705 +84844 PHF5A +84848 MGC16121 +84849 MGC16142 +84851 TRIM52 +84852 ATP1A1OS +84859 LRCH3 +84861 KLHL22 +84864 MINA +84865 CCDC142 +84866 TMEM25 +84868 HAVCR2 +84869 CBR4 +8487 GEMIN2 +84870 RSPO3 +84872 ZC3H10 +84874 ZNF514 +84875 PARP10 +84876 ORAI1 +84878 ZBTB45 +84879 MFSD2A +8488 RPL3P1 +84881 RPUSD4 +84885 ZDHHC12 +84886 C1orf198 +84888 SPPL2A +84892 GTDC2 +84894 LINGO1 +84895 FAM73B +84897 TBRG1 +84899 TMTC4 +8490 RGS5 +84900 RNFT2 +84901 NFATC2IP +84902 CEP89 +84904 ARHGEF39 +84908 FAM136A +84909 C9orf3 +8491 MAP4K3 +84910 TMEM87B +84911 ZNF382 +84912 SLC35B4 +84913 ATOH8 +84914 ZNF587 +84915 FAM222A +84916 CIRH1A +84918 LRP11 +84919 PPP1R15B +8492 PRSS12 +84920 ALG10 +84922 FIZ1 +84923 FAM104A +84924 ZNF566 +84925 DIRC2 +84926 SPRYD3 +84928 TMEM209 +8493 PPM1D +84932 RAB2B +84933 C8orf76 +84934 C12orf52 +84936 ZFYVE19 +84937 ZNRF1 +84938 ATG4C +84939 MUM1 +84940 CORO6 +84941 HSH2D +84942 WDR73 +84945 ABHD13 +84946 LTV1 +84947 SERAC1 +84948 TIGD5 +8495 PPFIBP2 +84950 PRPF38A +84953 MICALCL +84954 MPND +84955 NUDCD1 +84957 RELT +84958 SYTL1 +84959 UBASH3B +8496 PPFIBP1 +84960 KIAA1984 +84961 FBXL20 +84962 AJUBA +84964 ALKBH6 +84967 LSM10 +8497 PPFIA4 +84971 ATG4D +84973 SNHG7 +84975 MFSD5 +84976 DISP1 +84978 FRMD5 +8498 RANBP3 +84981 MIR22HG +84984 CEP19 +84987 COX14 +84988 PPP1R16A +84993 UBL7 +84996 C21orf119 +8500 PPFIA1 +85001 MGC16275 +85002 FAM86B1 +85007 AGXT2L2 +85009 MGC16025 +8501 SLC43A1 +85012 TCEAL3 +85013 TMEM128 +85014 TMEM141 +85015 USP45 +85019 TMEM241 +8502 PKP4 +85021 REPS1 +85025 TMEM60 +85026 C9orf37 +85027 SMIM3 +85028 SNHG12 +8503 PIK3R3 +8504 PEX3 +8506 CNTNAP1 +8507 ENC1 +8508 NIPSNAP1 +8510 MMP23B +8514 KCNAB2 +8515 ITGA10 +8517 IKBKG +8518 IKBKAP +8519 IFITM1 +8520 HAT1 +8522 GAS7 +85235 HIST1H2AH +85236 HIST1H2BK +8525 DGKZ +8526 DGKE +8527 DGKD +8528 DDO +85301 COL27A1 +85302 FBF1 +8531 CSDA +85313 PPIL4 +85315 PAQR8 +85319 BAGE2 +85329 LGALS12 +8533 COPS3 +8535 CBX4 +85359 DGCR6L +8536 CAMK1 +85363 TRIM5 +85365 ALG2 +85369 FAM40A +85371 KIAA1656 +85376 RIMBP3 +85377 MICALL1 +85378 TUBGCP6 +85379 KIAA1671 +85388 SNORD14B +85389 SNORD14C +8539 API5 +85390 SNORD14D +85391 SNORD14E +85395 FAM207A +8540 AGPS +85403 EAF1 +85406 DNAJC14 +85407 NKD1 +8541 PPFIA3 +85413 SLC22A16 +85414 SLC45A3 +85415 RHPN2 +85417 CCNB3 +8542 APOL1 +8543 LMO4 +85437 ZCRB1 +85439 STON2 +8544 PIR +85440 DOCK7 +85444 LRRCC1 +85446 ZFHX2 +8545 CGGBP1 +85451 UNK +85453 TSPYL5 +85455 DISP2 +85456 TNKS1BP1 +85457 KIAA1737 +85458 DIXDC1 +85459 KIAA1731 +8546 AP3B1 +85460 ZNF518B +85461 TANC1 +85462 FHDC1 +85463 ZC3H12C +85464 SSH2 +85465 EPT1 +85474 LBX2 +85476 GFM1 +85477 SCIN +85478 CCDC65 +85479 DNAJC5B +8548 BLZF1 +85495 RPPH1 +8550 MAPKAPK5 +8552 INE1 +8553 BHLHE40 +8554 PIAS1 +8555 CDC14B +8556 CDC14A +8557 TCAP +8558 CDK10 +8560 DEGS1 +8562 DENR +8563 THOC5 +8564 KMO +8565 YARS +8566 PDXK +8567 MADD +8568 RRP1 +8569 MKNK1 +857 CAV1 +8570 KHSRP +8573 CASK +8574 AKR7A2 +8575 PRKRA +8576 STK16 +8578 SCARF1 +85865 GTPBP10 +8587 OR7E2P +86 ACTL6A +860 RUNX2 +8600 TNFSF11 +8601 RGS20 +8602 NOP14 +8603 FAM193A +8604 SLC25A12 +8605 PLA2G4C +8607 RUVBL1 +8608 RDH16 +8609 KLF7 +861 RUNX1 +8611 PPAP2A +8613 PPAP2B +8615 USO1 +8620 NPFF +8621 CDK13 +8622 PDE8B +8623 ASMTL +8624 PSMG1 +8625 RFXANK +8626 TP63 +8629 JRK +863 CBFA2T3 +8631 SKAP1 +8632 DNAH17 +8633 UNC5C +8634 RTCA +8635 RNASET2 +8636 SSNA1 +8637 EIF4EBP3 +8638 OASL +864 RUNX3 +8641 PCDHGB4 +8642 DCHS1 +8643 PTCH2 +8645 KCNK5 +8646 CHRD +8647 ABCB11 +8648 NCOA1 +8649 LAMTOR3 +865 CBFB +8650 NUMB +8651 SOCS1 +8653 DDX3Y +8654 PDE5A +8655 DYNLL1 +8658 TNKS +8659 ALDH4A1 +8660 IRS2 +8662 EIF3B +8663 EIF3C +8664 EIF3D +8665 EIF3F +8666 EIF3G +8667 EIF3H +8668 EIF3I +8669 EIF3J +867 CBL +8671 SLC4A4 +8672 EIF4G3 +8673 VAMP8 +8674 VAMP4 +8676 STX11 +8677 STX10 +8678 BECN1 +868 CBLB +8682 PEA15 +8683 SRSF9 +8685 MARCO +8690 JRKL +8692 HYAL2 +8693 GALNT4 +8694 DGAT1 +8697 CDC23 +8698 S1PR4 +87 ACTN1 +8701 DNAH11 +8702 B4GALT4 +8703 B4GALT3 +8704 B4GALT2 +8705 B3GALT4 +8706 B3GALNT1 +8707 B3GALT2 +871 SERPINH1 +8711 TNK1 +8714 ABCC3 +8717 TRADD +87178 PNPT1 +8718 TNFRSF25 +8720 MBTPS1 +8721 EDF1 +8722 CTSF +8723 SNX4 +8724 SNX3 +8725 URI1 +8726 EED +8727 CTNNAL1 +8728 ADAM19 +873 CBR1 +8731 RNMT +8732 RNGTT +8733 GPAA1 +8736 MYOM1 +8737 RIPK1 +8738 CRADD +874 CBR3 +8740 TNFSF14 +8741 TNFSF13 +8742 TNFSF12 +8743 TNFSF10 +8744 TNFSF9 +8745 ADAM23 +8747 ADAM21 +8748 ADAM20 +875 CBS +8751 ADAM15 +8754 ADAM9 +8759 ADAM1A +8761 PABPC4 +8763 CD164 +8764 TNFRSF14 +8766 RAB11A +8767 RIPK2 +8772 FADD +8773 SNAP23 +8774 NAPG +8775 NAPA +8776 MTMR1 +87769 GGACT +8778 SIGLEC5 +8780 RIOK3 +8784 TNFRSF18 +8787 RGS9 +8790 FPGT +8792 TNFRSF11A +8793 TNFRSF10D +8794 TNFRSF10C +8795 TNFRSF10B +8797 TNFRSF10A +8798 DYRK4 +8799 PEX11B +88 ACTN2 +8800 PEX11A +8801 SUCLG2 +8802 SUCLG1 +8803 SUCLA2 +8804 CREG1 +8805 TRIM24 +8807 IL18RAP +8808 IL1RL2 +8809 IL18R1 +8812 CCNK +8814 CDKL1 +8815 BANF1 +8816 DCAF5 +8818 DPM2 +8819 SAP30 +8820 HESX1 +8821 INPP4B +8824 CES2 +8825 LIN7A +8826 IQGAP1 +8828 NRP2 +883 CCBL1 +8831 SYNGAP1 +8832 CD84 +8833 GMPS +8834 TMEM11 +8835 SOCS2 +8836 GGH +8837 CFLAR +8838 WISP3 +8840 WISP1 +8841 HDAC3 +8842 PROM1 +8843 HCAR3 +8844 KSR1 +88455 ANKRD13A +8846 ALKBH1 +8847 DLEU2 +8848 TSC22D1 +8850 KAT2B +8851 CDK5R1 +8852 AKAP4 +8853 ASAP2 +8854 ALDH1A2 +8857 FCGBP +8858 PROZ +8859 STK19 +8863 PER3 +8864 PER2 +8867 SYNJ1 +8869 ST3GAL5 +8870 IER3 +8871 SYNJ2 +8874 ARHGEF7 +88745 RRP36 +8875 VNN2 +8876 VNN1 +8877 SPHK1 +8878 SQSTM1 +8880 FUBP1 +8881 CDC16 +8882 ZNF259 +8883 NAE1 +8884 SLC5A6 +8886 DDX18 +8887 TAX1BP1 +8888 MCM3AP +889 KRIT1 +8890 EIF2B4 +8891 EIF2B3 +8892 EIF2B2 +8893 EIF2B5 +8895 CPNE3 +8896 BUD31 +8897 MTMR3 +8898 MTMR2 +8899 PRPF4B +890 CCNA2 +8900 CCNA1 +8905 AP1S2 +8906 AP1G2 +8907 AP1M1 +8909 ENDOU +891 CCNB1 +8910 SGCE +8911 CACNA1I +8912 CACNA1H +89122 TRIM4 +8914 TIMELESS +8915 BCL10 +8916 HERC3 +892 CCNC +8924 HERC2 +8925 HERC1 +8927 BSN +8930 MBD4 +8932 MBD2 +8933 FAM127A +8934 RAB7L1 +8935 SKAP2 +8936 WASF1 +8938 BAIAP3 +8939 FUBP3 +894 CCND2 +8940 TOP3B +8942 KYNU +8943 AP3D1 +896 CCND3 +8968 HIST1H3F +8969 HIST1H2AG +8970 HIST1H2BJ +8971 H1FX +8972 MGAM +8973 CHRNA6 +8974 P4HA2 +8975 USP13 +8976 WASL +89761 NUFIP1P +89766 UMODL1 +89781 HPS4 +89782 LMLN +89790 SIGLEC10 +89796 NAV1 +89797 NAV2 +898 CCNE1 +89801 PPP1R3F +89822 KCNK17 +89832 CHRFAM7A +89837 ULK4P3 +89838 ULK4P1 +89839 ARHGAP11B +89845 ABCC10 +89846 FGD3 +89848 FCHSD1 +89849 ATG16L2 +8985 PLOD3 +89853 FAM125B +89857 KLHL6 +89858 SIGLEC12 +8986 RPS6KA4 +89866 SEC16B +8987 STBD1 +89870 TRIM15 +89872 AQP10 +89876 MAATS1 +89884 LHX4 +89886 SLAMF9 +89887 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/il13.group Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,6 @@ +SampleID Treatment +IL13-1 IL13 +IL13Ant-1 IL13Ant +IL13-2 IL13 +IL13-3 IL13 +IL13Ant-2 IL13Ant
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/il13.group_batch Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,6 @@ +SampleID Treatment Batch +IL13-1 IL13 b1 +IL13Ant-1 IL13Ant b1 +IL13-2 IL13 b2 +IL13-3 IL13 b2 +IL13Ant-2 IL13Ant b2
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/out_il13.html Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,28 @@ +<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> +<html xmlns='http://www.w3.org/1999/xhtml' xml:lang='en' lang='en'><head> +<meta http-equiv="Content-Type" content="text/html; charset=utf-8"></meta> +<title>Ensemble of Gene +Set Enrichment Analyses (EGSEA) - Report</title> + + + +</head> +<body><h1><div><img src="EGSEA_logo.png" width="150" style="float:left;"></img><h1 style="color:#0f284f; position:relative; top:18px; left:10px;">Gene Set Testing Report</h1></div></h1><br/> +<h2 style="color:#22519b">Analysis Parameters</h2><b>Total number of genes: </b>17343<br/> +<b>Total number of samples: </b>5<br/> +<b>Number of contrasts: </b>1<br/> +<b>Base GSEA methods: </b>camera (limma:3.34.1), globaltest (globaltest:5.32.0), ora (stats:3.4.1)<br/> +<b>P-value combine method: </b>wilkinson<br/> +<b>Sorting statistic: </b>med.rank<br/> +<b>Fold changes calculated: </b>Yes<br/> +<b>Gene IDs - Symbols mapping used: </b>Yes<br/> +<b>Organism: </b>Homo sapiens<br/> +<b>Gene set collections: </b>h Hallmark Signatures (5.2, 07 March 2017)<br/> +<b>EGSEA version: </b>1.6.0<br/> +<b>EGSEAdata version: </b>1.6.0<br/> +<h2 style="color:#22519b">Analysis Results</h2><ul style="list-style-type:square"> +<il><b>IL13Ant-IL13</b> +<ul><li>h Hallmark Signatures (<a href="./ranked-gene-sets-base/ranked-h-gene-sets-IL13Ant-IL13.html">Stats Table</a>, <a href="./hm-top-gs-h/IL13Ant-IL13-allHeatmaps.html">Heatmaps</a>, <a href="./summary/IL13Ant-IL13-h-summary.html">Summary Plots</a>, <a target="_blank" href="./ranked-gene-sets-base/ranked-h-gene-sets-IL13Ant-IL13.txt">Download +Stats</a>)</li></ul></il></ul> +<br/><br/><font size="-2">(Page generated on Mon Jan 8 03:48:44 2018 by <a href="http://www.embl.de/~gpau/hwriter/index.html">hwriter</a> )</font><br/> +</body></html> \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/out_rscript.txt Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,206 @@ +# Code based on (and inspired by) the Galaxy limma-voom/edgeR/DESeq2 wrappers + +options( show.error.messages=F, error = function () { cat( geterrmessage(), file=stderr() ); q( "no", 1, F ) } ) + +# we need that to not crash galaxy with an UTF8 error on German LC settings. +loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8") + +suppressPackageStartupMessages({ + library(EGSEA) + library(limma) + library(edgeR) + library(optparse) +}) + + +## Function Declaration + +sanitiseEquation <- function(equation) { + equation <- gsub(" *[+] *", "+", equation) + equation <- gsub(" *[-] *", "-", equation) + equation <- gsub(" *[/] *", "/", equation) + equation <- gsub(" *[*] *", "*", equation) + equation <- gsub("^\\s+|\\s+$", "", equation) + return(equation) +} + +# Function to sanitise group information +sanitiseGroups <- function(string) { + string <- gsub(" *[,] *", ",", string) + string <- gsub("^\\s+|\\s+$", "", string) + return(string) +} + +# Generating design information +pasteListName <- function(string) { + return(paste0("factors$", string)) +} + +## Input Processing + +option_list <- list( + make_option(c("-threads", "--threads"), default=2, type="integer", help="Number of threads for egsea"), + make_option(c("-filesPath", "--filesPath"), type="character", help="JSON list object if multiple files input"), + make_option(c("-matrixPath", "--matrixPath"), type="character", help="Path to count matrix"), + make_option(c("-factFile", "--factFile"), type="character", help="Path to factor information file"), + make_option(c("-factInput", "--factInput"), type="character", help="String containing factors if manually input"), + make_option(c("-contrastData", "--contrastData"), type="character", help="Contrasts of Interest (Groups to compare)"), + make_option(c("-genes", "--genes"), type="character", help="Path to genes file"), + make_option(c("-species", "--species"), type="character"), + make_option(c("-base_methods", "--base_methods"), type="character", help="Gene set testing methods"), + make_option(c("-msigdb", "--msigdb"), type="character", help="MSigDB Gene Set Collections"), + make_option(c("-keggdb", "--keggdb"), type="character", help="KEGG Pathways"), + make_option(c("-gsdb", "--gsdb"), type="character", help = "GeneSetDB Gene Sets"), + make_option(c("-display_top", "--display_top"), type="integer", help = "Number of top Gene Sets to display"), + make_option(c("-min_size", "--min_size"), type="integer", help = "Minimum Size of Gene Set"), + make_option(c("-fdr_cutoff", "--fdr_cutoff"), type="double", help = "FDR cutoff"), + make_option(c("-combine_method", "--combine_method"), type="character", help="Method to use to combine the p-values"), + make_option(c("-sort_method", "--sort_method"), type="character", help="Method to sort the results"), + make_option(c("-rdata", "--rdaOpt"), type="character", help="Output RData file") + ) + +parser <- OptionParser(usage = "%prog [options] file", option_list=option_list) +args = parse_args(parser) + + +## Read in Files + +if (!is.null(args$filesPath)) { + # Process the separate count files (adapted from DESeq2 wrapper) + library("rjson") + parser <- newJSONParser() + parser$addData(args$filesPath) + factorList <- parser$getObject() + factors <- sapply(factorList, function(x) x[[1]]) + filenamesIn <- unname(unlist(factorList[[1]][[2]])) + sampleTable <- data.frame(sample=basename(filenamesIn), + filename=filenamesIn, + row.names=filenamesIn, + stringsAsFactors=FALSE) + for (factor in factorList) { + factorName <- factor[[1]] + sampleTable[[factorName]] <- character(nrow(sampleTable)) + lvls <- sapply(factor[[2]], function(x) names(x)) + for (i in seq_along(factor[[2]])) { + files <- factor[[2]][[i]][[1]] + sampleTable[files,factorName] <- lvls[i] + } + sampleTable[[factorName]] <- factor(sampleTable[[factorName]], levels=lvls) + } + rownames(sampleTable) <- sampleTable$sample + rem <- c("sample","filename") + factors <- sampleTable[, !(names(sampleTable) %in% rem), drop=FALSE] + + #read in count files and create single table + countfiles <- lapply(sampleTable$filename, function(x){read.delim(x, row.names=1)}) + counts <- do.call("cbind", countfiles) + +} else { + # Process the single count matrix + counts <- read.table(args$matrixPath, header=TRUE, sep="\t", stringsAsFactors=FALSE) + row.names(counts) <- counts[, 1] + counts <- counts[ , -1] + countsRows <- nrow(counts) + + # Process factors + if (is.null(args$factInput)) { + factorData <- read.table(args$factFile, header=TRUE, sep="\t") + factors <- factorData[, -1, drop=FALSE] + } else { + factors <- unlist(strsplit(args$factInput, "|", fixed=TRUE)) + factorData <- list() + for (fact in factors) { + newFact <- unlist(strsplit(fact, split="::")) + factorData <- rbind(factorData, newFact) + } # Factors have the form: FACT_NAME::LEVEL,LEVEL,LEVEL,LEVEL,... The first factor is the Primary Factor. + + # Set the row names to be the name of the factor and delete first row + row.names(factorData) <- factorData[, 1] + factorData <- factorData[, -1] + factorData <- sapply(factorData, sanitiseGroups) + factorData <- sapply(factorData, strsplit, split=",") + factorData <- sapply(factorData, make.names) + # Transform factor data into data frame of R factor objects + factors <- data.frame(factorData) + } +} + +# Create a DGEList object +counts <- DGEList(counts) + +# Set group to be the Primary Factor input +group <- factors[, 1, drop=FALSE] + +# Split up contrasts separated by comma into a vector then sanitise +contrastData <- unlist(strsplit(args$contrastData, split=",")) +contrastData <- sanitiseEquation(contrastData) +contrastData <- gsub(" ", ".", contrastData, fixed=TRUE) + +# Creating design +row.names(factors) <- colnames(counts) +factorList <- sapply(names(factors), pasteListName) + +formula <- "~0" +for (i in 1:length(factorList)) { + formula <- paste(formula, factorList[i], sep="+") +} +formula <- formula(formula) + +design <- model.matrix(formula) + +for (i in 1:length(factorList)) { + colnames(design) <- gsub(factorList[i], "", colnames(design), fixed=TRUE) +} + +## Generate Contrasts information +contrasts <- makeContrasts(contrasts=contrastData, levels=design) + + +## Add Gene Symbol information + +genes <- read.table(args$genes, sep='\t', header=TRUE) + + +## Set Gene Set Testing Methods + +base_methods <- unlist(strsplit(args$base_methods, ",")) + + +## Set Gene Sets + +if (args$msigdb != "None") { + msigdb <- unlist(strsplit(args$msigdb, ",")) +} else { + msigdb <- "none" +} + +if (args$keggdb != "None") { + keggdb <- unlist(strsplit(args$keggdb, ",")) + kegg_all <- c("Metabolism"="keggmet", "Signaling"="keggsig", "Disease"="keggdis") + kegg_exclude <- names(kegg_all[!(kegg_all %in% keggdb)]) +} else { + kegg_exclude <- "all" +} + +if (args$gsdb != "None") { + gsdb <- unlist(strsplit(args$gsdb, ",")) +} else { + gsdb <- "none" +} + + +## Index gene sets + +gs.annots <- buildIdx(entrezIDs=rownames(counts), species=args$species, msigdb.gsets=msigdb, gsdb.gsets=gsdb, kegg.exclude=kegg_exclude) + + +## Run egsea.cnt + +gsa <- egsea.cnt(counts=counts, group=group, design=design, contrasts=contrasts, gs.annots=gs.annots, symbolsMap=genes, baseGSEAs=base_methods, minSize=args$min_size, display.top=args$display_top, combineMethod=args$combine_method, sort.by=args$sort_method, report.dir='./report_dir', fdr.cutoff=args$fdr_cutoff, num.threads=args$threads, report=TRUE) + + +## Output RData file + +if (!is.null(args$rdata)) { + save.image(file = "EGSEA_analysis.RData") +} \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/ranked-h-gene-sets-IL13-IL13Ant.txt Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,6 @@ +Rank ID GeneSet BroadUrl Description PubMedID NumGenes Contributor p.value p.adj vote.rank avg.rank med.rank min.pvalue min.rank avg.logfc avg.logfc.dir direction significance camera globaltest ora +1 M5890 HALLMARK_TNFA_SIGNALING_VIA_NFKB http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_TNFA_SIGNALING_VIA_NFKB.html Genes regulated by NF-kB in response to TNF [GeneID=7124]. 181/200 Arthur Liberzon 3.69843944783645e-09 6.16406574639408e-08 5 10 3 1.23281315079864e-09 1 0.588637134386457 -0.680899745245093 -1 20.6439242624481 3 26 1 +2 M5895 HALLMARK_WNT_BETA_CATENIN_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_WNT_BETA_CATENIN_SIGNALING.html Genes up-regulated by activation of WNT signaling through accumulation of beta catenin CTNNB1 [GeneID=1499]. 35/42 Arthur Liberzon 0.0440661300653943 0.169485115636132 5 6.66666666666667 5 0.014909910604653 2 0.412052814817513 0.432421220391424 1 1.53878145448751 13 2 5 +3 M5928 HALLMARK_MYC_TARGETS_V2 http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_MYC_TARGETS_V2.html A subgroup of genes regulated by MYC - version 2 (v2). 53/58 Arthur Liberzon 4.79647602359615e-07 4.79647602359616e-06 5 12.3333333333333 5 1.59882559682303e-07 3 0.342550383131631 0.340902674013207 1 8.85877098589516 5 3 29 +4 M5903 HALLMARK_NOTCH_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_NOTCH_SIGNALING.html Genes up-regulated by activation of Notch signaling. 28/32 Arthur Liberzon 0.271 0.586487804394038 40 16.6666666666667 11 0.1 1 0.623573196381421 0.703516699577552 1 0.69638194408607 38 1 11 +5 M5932 HALLMARK_INFLAMMATORY_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_INFLAMMATORY_RESPONSE.html Genes defining inflammatory response. 175/200 Arthur Liberzon 2.56397784509287e-08 3.20497230636609e-07 5 15.6666666666667 12 8.54659289002046e-09 4 0.724979825102502 -0.798585365579773 -1 22.9015712966849 4 12 31
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/ranked-h-gene-sets-IL13Ant-IL13.txt Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,6 @@ +Rank ID GeneSet BroadUrl Description PubMedID NumGenes Contributor p.value p.adj vote.rank avg.rank med.rank min.pvalue min.rank avg.logfc avg.logfc.dir direction significance camera globaltest ora +1 M5890 HALLMARK_TNFA_SIGNALING_VIA_NFKB http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_TNFA_SIGNALING_VIA_NFKB.html Genes regulated by NF-kB in response to TNF [GeneID=7124]. 181/200 Arthur Liberzon 3.69843944783645e-09 6.16406574639408e-08 5 10 3 1.23281315079864e-09 1 0.588637134386457 0.680899745245093 1 20.6439242624481 3 26 1 +2 M5895 HALLMARK_WNT_BETA_CATENIN_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_WNT_BETA_CATENIN_SIGNALING.html Genes up-regulated by activation of WNT signaling through accumulation of beta catenin CTNNB1 [GeneID=1499]. 35/42 Arthur Liberzon 0.0440661300653943 0.169485115636132 5 6.66666666666667 5 0.014909910604653 2 0.412052814817513 -0.432421220391424 -1 1.53878145448751 13 2 5 +3 M5928 HALLMARK_MYC_TARGETS_V2 http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_MYC_TARGETS_V2.html A subgroup of genes regulated by MYC - version 2 (v2). 53/58 Arthur Liberzon 4.79647602359615e-07 4.79647602359616e-06 5 12.3333333333333 5 1.59882559682303e-07 3 0.342550383131631 -0.340902674013207 -1 8.85877098589516 5 3 29 +4 M5903 HALLMARK_NOTCH_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_NOTCH_SIGNALING.html Genes up-regulated by activation of Notch signaling. 28/32 Arthur Liberzon 0.271 0.586487804394038 40 16.6666666666667 11 0.1 1 0.623573196381421 -0.703516699577552 -1 0.69638194408607 38 1 11 +5 M5932 HALLMARK_INFLAMMATORY_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_INFLAMMATORY_RESPONSE.html Genes defining inflammatory response. 175/200 Arthur Liberzon 2.56397784509287e-08 3.20497230636609e-07 5 15.6666666666667 12 8.54659289002046e-09 4 0.724979825102502 0.798585365579773 1 22.9015712966849 4 12 31
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/ranked-h-gene-sets-IL13Ant-IL13_batch.txt Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,6 @@ +Rank ID GeneSet BroadUrl Description PubMedID NumGenes Contributor p.value p.adj vote.rank avg.rank med.rank min.pvalue min.rank avg.logfc avg.logfc.dir direction significance camera globaltest ora +1 M5928 HALLMARK_MYC_TARGETS_V2 http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_MYC_TARGETS_V2.html A subgroup of genes regulated by MYC - version 2 (v2). 53/58 Arthur Liberzon 6.74284874774357e-08 1.12380812462393e-06 5 14.6666666666667 3 2.24761629976564e-08 3 0.359329542834304 -0.36180948485806 -1 5.6036400577191 3 3 38 +2 M5932 HALLMARK_INFLAMMATORY_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_INFLAMMATORY_RESPONSE.html Genes defining inflammatory response. 175/200 Arthur Liberzon 1.06165133122067e-07 1.32706416402584e-06 5 6 4 3.5388378959693e-08 2 2.30703143698757 2.37290331728617 1 35.6474882896303 4 12 2 +3 M5944 HALLMARK_ANGIOGENESIS http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_ANGIOGENESIS.html Genes up-regulated during formation of blood vessels (angiogenesis). 24/36 Arthur Liberzon 0.0987135364567957 0.224348946492718 30 13.3333333333333 8 0.034050809631757 4 3.55096745337827 3.55096745337827 1 6.04317533929437 28 4 8 +4 M5895 HALLMARK_WNT_BETA_CATENIN_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_WNT_BETA_CATENIN_SIGNALING.html Genes up-regulated by activation of WNT signaling through accumulation of beta catenin CTNNB1 [GeneID=1499]. 35/42 Arthur Liberzon 0.035593452533085 0.104686625097309 15 8.66666666666667 9 0.0120081015122172 2 2.93272326169216 -2.93272326169216 -1 7.54140790688487 15 2 9 +5 M5953 HALLMARK_KRAS_SIGNALING_UP http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_KRAS_SIGNALING_UP.html Genes up-regulated by KRAS activation. 155/200 Arthur Liberzon 0.00020119611514047 0.00111775619522483 10 11.3333333333333 9 6.70698699803809e-05 1 3.44648124390937 -3.40209324332434 -1 26.7406537848717 9 24 1
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/ranked-h-gene-sets-compare.txt Thu Jan 25 02:23:23 2018 -0500 @@ -0,0 +1,6 @@ +Rank ID GeneSet BroadUrl Description PubMedID NumGenes Contributor p.value p.adj vote.rank avg.rank med.rank min.pvalue min.rank avg.logfc avg.logfc.dir direction significance camera globaltest ora +1 M5890 HALLMARK_TNFA_SIGNALING_VIA_NFKB http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_TNFA_SIGNALING_VIA_NFKB.html Genes regulated by NF-kB in response to TNF [GeneID=7124]. 181/200 Arthur Liberzon 3.69843944783645e-09 6.16406574639408e-08 5 10 3 1.23281315079864e-09 1 0.588637134386457 -0.680899745245093 -1 20.6439242624481 3 26 1 +2 M5895 HALLMARK_WNT_BETA_CATENIN_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_WNT_BETA_CATENIN_SIGNALING.html Genes up-regulated by activation of WNT signaling through accumulation of beta catenin CTNNB1 [GeneID=1499]. 35/42 Arthur Liberzon 0.0440661300653943 0.169485115636132 5 6.66666666666667 5 0.014909910604653 2 0.412052814817513 0.432421220391424 1 1.53878145448751 13 2 5 +3 M5928 HALLMARK_MYC_TARGETS_V2 http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_MYC_TARGETS_V2.html A subgroup of genes regulated by MYC - version 2 (v2). 53/58 Arthur Liberzon 4.79647602359615e-07 4.79647602359616e-06 5 12.3333333333333 5 1.59882559682303e-07 3 0.342550383131631 0.340902674013207 1 8.85877098589516 5 3 29 +4 M5903 HALLMARK_NOTCH_SIGNALING http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_NOTCH_SIGNALING.html Genes up-regulated by activation of Notch signaling. 28/32 Arthur Liberzon 0.271 0.586487804394038 40 16.6666666666667 11 0.1 1 0.623573196381421 0.703516699577552 1 0.69638194408607 38 1 11 +5 M5932 HALLMARK_INFLAMMATORY_RESPONSE http://www.broadinstitute.org/gsea/msigdb/cards/HALLMARK_INFLAMMATORY_RESPONSE.html Genes defining inflammatory response. 175/200 Arthur Liberzon 2.56397784509287e-08 3.20497230636609e-07 5 15.6666666666667 12 8.54659289002046e-09 4 0.724979825102502 -0.798585365579773 -1 22.9015712966849 4 12 31