# HG changeset patch # User iuc # Date 1430323639 14400 # Node ID 1e20061decdd73700289acfd24aecb73abb9cd4a # Parent 34eedc5fe0998772fde2711d2b2214a576a87f06 Uploaded diff -r 34eedc5fe099 -r 1e20061decdd rgToolFactory.py --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/rgToolFactory.py Wed Apr 29 12:07:19 2015 -0400 @@ -0,0 +1,638 @@ +# rgToolFactory.py +# see https://bitbucket.org/fubar/galaxytoolfactory/wiki/Home +# +# copyright ross lazarus (ross stop lazarus at gmail stop com) May 2012 +# +# all rights reserved +# Licensed under the LGPL +# suggestions for improvement and bug fixes welcome at https://bitbucket.org/fubar/galaxytoolfactory/wiki/Home +# +# march 2014 +# added ghostscript and graphicsmagick as dependencies +# fixed a wierd problem where gs was trying to use the new_files_path from universe (database/tmp) as ./database/tmp +# errors ensued +# +# august 2013 +# found a problem with GS if $TMP or $TEMP missing - now inject /tmp and warn +# +# july 2013 +# added ability to combine images and individual log files into html output +# just make sure there's a log file foo.log and it will be output +# together with all images named like "foo_*.pdf +# otherwise old format for html +# +# January 2013 +# problem pointed out by Carlos Borroto +# added escaping for <>$ - thought I did that ages ago... +# +# August 11 2012 +# changed to use shell=False and cl as a sequence + +# This is a Galaxy tool factory for simple scripts in python, R or whatever ails ye. +# It also serves as the wrapper for the new tool. +# +# you paste and run your script +# Only works for simple scripts that read one input from the history. +# Optionally can write one new history dataset, +# and optionally collect any number of outputs into links on an autogenerated HTML page. + +# DO NOT install on a public or important site - please. + +# installed generated tools are fine if the script is safe. +# They just run normally and their user cannot do anything unusually insecure +# but please, practice safe toolshed. +# Read the fucking code before you install any tool +# especially this one + +# After you get the script working on some test data, you can +# optionally generate a toolshed compatible gzip file +# containing your script safely wrapped as an ordinary Galaxy script in your local toolshed for +# safe and largely automated installation in a production Galaxy. + +# If you opt for an HTML output, you get all the script outputs arranged +# as a single Html history item - all output files are linked, thumbnails for all the pdfs. +# Ugly but really inexpensive. +# +# Patches appreciated please. +# +# +# long route to June 2012 product +# Behold the awesome power of Galaxy and the toolshed with the tool factory to bind them +# derived from an integrated script model +# called rgBaseScriptWrapper.py +# Note to the unwary: +# This tool allows arbitrary scripting on your Galaxy as the Galaxy user +# There is nothing stopping a malicious user doing whatever they choose +# Extremely dangerous!! +# Totally insecure. So, trusted users only +# +# preferred model is a developer using their throw away workstation instance - ie a private site. +# no real risk. The universe_wsgi.ini admin_users string is checked - only admin users are permitted to run this tool. +# + +import sys +import shutil +import subprocess +import os +import time +import tempfile +import optparse +import tarfile +import re +import shutil +import math + +progname = os.path.split(sys.argv[0])[1] +myversion = 'V001.1 March 2014' +verbose = False +debug = False +toolFactoryURL = 'https://bitbucket.org/fubar/galaxytoolfactory' + +def timenow(): + """return current time as a string + """ + return time.strftime('%d/%m/%Y %H:%M:%S', time.localtime(time.time())) + +html_escape_table = { + "&": "&", + ">": ">", + "<": "<", + "$": "\$" + } + +def html_escape(text): + """Produce entities within text.""" + return "".join(html_escape_table.get(c,c) for c in text) + +def cmd_exists(cmd): + return subprocess.call("type " + cmd, shell=True, + stdout=subprocess.PIPE, stderr=subprocess.PIPE) == 0 + + +class ScriptRunner: + """class is a wrapper for an arbitrary script + """ + + def __init__(self,opts=None,treatbashSpecial=True): + """ + cleanup inputs, setup some outputs + + """ + self.useGM = cmd_exists('gm') + self.useIM = cmd_exists('convert') + self.useGS = cmd_exists('gs') + self.temp_warned = False # we want only one warning if $TMP not set + self.treatbashSpecial = treatbashSpecial + if opts.output_dir: # simplify for the tool tarball + os.chdir(opts.output_dir) + self.thumbformat = 'png' + self.opts = opts + self.toolname = re.sub('[^a-zA-Z0-9_]+', '', opts.tool_name) # a sanitizer now does this but.. + self.toolid = self.toolname + self.myname = sys.argv[0] # get our name because we write ourselves out as a tool later + self.pyfile = self.myname # crude but efficient - the cruft won't hurt much + self.xmlfile = '%s.xml' % self.toolname + s = open(self.opts.script_path,'r').readlines() + s = [x.rstrip() for x in s] # remove pesky dos line endings if needed + self.script = '\n'.join(s) + fhandle,self.sfile = tempfile.mkstemp(prefix=self.toolname,suffix=".%s" % (opts.interpreter)) + tscript = open(self.sfile,'w') # use self.sfile as script source for Popen + tscript.write(self.script) + tscript.close() + self.indentedScript = '\n'.join([' %s' % x for x in s]) # for restructured text in help + self.escapedScript = '\n'.join([html_escape(x) for x in s]) + self.elog = os.path.join(self.opts.output_dir,"%s_error.log" % self.toolname) + if opts.output_dir: # may not want these complexities + self.tlog = os.path.join(self.opts.output_dir,"%s_runner.log" % self.toolname) + art = '%s.%s' % (self.toolname,opts.interpreter) + artpath = os.path.join(self.opts.output_dir,art) # need full path + artifact = open(artpath,'w') # use self.sfile as script source for Popen + artifact.write(self.script) + artifact.close() + self.cl = [] + self.html = [] + a = self.cl.append + a(opts.interpreter) + if self.treatbashSpecial and opts.interpreter in ['bash','sh']: + a(self.sfile) + else: + a('-') # stdin + a(opts.input_tab) + a(opts.output_tab) + self.outFormats = 'tabular' # TODO make this an option at tool generation time + self.inputFormats = 'tabular' # TODO make this an option at tool generation time + self.test1Input = '%s_test1_input.xls' % self.toolname + self.test1Output = '%s_test1_output.xls' % self.toolname + self.test1HTML = '%s_test1_output.html' % self.toolname + + def makeXML(self): + """ + Create a Galaxy xml tool wrapper for the new script as a string to write out + fixme - use templating or something less fugly than this example of what we produce + + + a tabular file + + reverse.py --script_path "$runMe" --interpreter "python" + --tool_name "reverse" --input_tab "$input1" --output_tab "$tab_file" + + + + + + + + + + + +**What it Does** + +Reverse the columns in a tabular file + + + + + +# reverse order of columns in a tabular file +import sys +inp = sys.argv[1] +outp = sys.argv[2] +i = open(inp,'r') +o = open(outp,'w') +for row in i: + rs = row.rstrip().split('\t') + rs.reverse() + o.write('\t'.join(rs)) + o.write('\n') +i.close() +o.close() + + + + + + + """ + newXML=""" + %(tooldesc)s + %(command)s + + %(inputs)s + + + %(outputs)s + + + + %(script)s + + + %(tooltests)s + + %(help)s + + """ # needs a dict with toolname, toolid, interpreter, scriptname, command, inputs as a multi line string ready to write, outputs ditto, help ditto + + newCommand=""" + %(toolname)s.py --script_path "$runMe" --interpreter "%(interpreter)s" + --tool_name "%(toolname)s" %(command_inputs)s %(command_outputs)s + """ # may NOT be an input or htmlout + tooltestsTabOnly = """ + + + + + """ + tooltestsHTMLOnly = """ + + + + + """ + tooltestsBoth = """ + + + + + + """ + xdict = {} + xdict['tool_version'] = self.opts.tool_version + xdict['test1Input'] = self.test1Input + xdict['test1HTML'] = self.test1HTML + xdict['test1Output'] = self.test1Output + if self.opts.make_HTML and self.opts.output_tab <> 'None': + xdict['tooltests'] = tooltestsBoth % xdict + elif self.opts.make_HTML: + xdict['tooltests'] = tooltestsHTMLOnly % xdict + else: + xdict['tooltests'] = tooltestsTabOnly % xdict + xdict['script'] = self.escapedScript + # configfile is least painful way to embed script to avoid external dependencies + # but requires escaping of <, > and $ to avoid Mako parsing + if self.opts.help_text: + xdict['help'] = open(self.opts.help_text,'r').read() + else: + xdict['help'] = 'Please ask the tool author for help as none was supplied at tool generation' + coda = ['**Script**','Pressing execute will run the following code over your input file and generate some outputs in your history::'] + coda.append(self.indentedScript) + coda.append('**Attribution** This Galaxy tool was created by %s at %s\nusing the Galaxy Tool Factory.' % (self.opts.user_email,timenow())) + coda.append('See %s for details of that project' % (toolFactoryURL)) + coda.append('Please cite: Creating re-usable tools from scripts: The Galaxy Tool Factory. Ross Lazarus; Antony Kaspi; Mark Ziemann; The Galaxy Team. ') + coda.append('Bioinformatics 2012; doi: 10.1093/bioinformatics/bts573') + xdict['help'] = '%s\n%s' % (xdict['help'],'\n'.join(coda)) + if self.opts.tool_desc: + xdict['tooldesc'] = '%s' % self.opts.tool_desc + else: + xdict['tooldesc'] = '' + xdict['command_outputs'] = '' + xdict['outputs'] = '' + if self.opts.input_tab <> 'None': + xdict['command_inputs'] = '--input_tab "$input1" ' # the space may matter a lot if we append something + xdict['inputs'] = ' \n' % self.inputFormats + else: + xdict['command_inputs'] = '' # assume no input - eg a random data generator + xdict['inputs'] = '' + xdict['inputs'] += ' \n' % self.toolname + xdict['toolname'] = self.toolname + xdict['toolid'] = self.toolid + xdict['interpreter'] = self.opts.interpreter + xdict['scriptname'] = self.sfile + if self.opts.make_HTML: + xdict['command_outputs'] += ' --output_dir "$html_file.files_path" --output_html "$html_file" --make_HTML "yes" ' + xdict['outputs'] += ' \n' + if self.opts.output_tab <> 'None': + xdict['command_outputs'] += ' --output_tab "$tab_file"' + xdict['outputs'] += ' \n' % self.outFormats + xdict['command'] = newCommand % xdict + xmls = newXML % xdict + xf = open(self.xmlfile,'w') + xf.write(xmls) + xf.write('\n') + xf.close() + # ready for the tarball + + + def makeTooltar(self): + """ + a tool is a gz tarball with eg + /toolname/tool.xml /toolname/tool.py /toolname/test-data/test1_in.foo ... + """ + retval = self.run() + if retval: + print >> sys.stderr,'## Run failed. Cannot build yet. Please fix and retry' + sys.exit(1) + self.makeXML() + tdir = self.toolname + os.mkdir(tdir) + if self.opts.input_tab <> 'None': # no reproducible test otherwise? TODO: maybe.. + testdir = os.path.join(tdir,'test-data') + os.mkdir(testdir) # make tests directory + shutil.copyfile(self.opts.input_tab,os.path.join(testdir,self.test1Input)) + if self.opts.output_tab <> 'None': + shutil.copyfile(self.opts.output_tab,os.path.join(testdir,self.test1Output)) + if self.opts.make_HTML: + shutil.copyfile(self.opts.output_html,os.path.join(testdir,self.test1HTML)) + if self.opts.output_dir: + shutil.copyfile(self.tlog,os.path.join(testdir,'test1_out.log')) + op = '%s.py' % self.toolname # new name + outpiname = os.path.join(tdir,op) # path for the tool tarball + pyin = os.path.basename(self.pyfile) # our name - we rewrite ourselves (TM) + notes = ['# %s - a self annotated version of %s generated by running %s\n' % (op,pyin,pyin),] + notes.append('# to make a new Galaxy tool called %s\n' % self.toolname) + notes.append('# User %s at %s\n' % (self.opts.user_email,timenow())) + pi = open(self.pyfile,'r').readlines() # our code becomes new tool wrapper (!) - first Galaxy worm + notes += pi + outpi = open(outpiname,'w') + outpi.write(''.join(notes)) + outpi.write('\n') + outpi.close() + stname = os.path.join(tdir,self.sfile) + if not os.path.exists(stname): + shutil.copyfile(self.sfile, stname) + xtname = os.path.join(tdir,self.xmlfile) + if not os.path.exists(xtname): + shutil.copyfile(self.xmlfile,xtname) + tarpath = "%s.gz" % self.toolname + tar = tarfile.open(tarpath, "w:gz") + tar.add(tdir,arcname=self.toolname) + tar.close() + shutil.copyfile(tarpath,self.opts.new_tool) + shutil.rmtree(tdir) + ## TODO: replace with optional direct upload to local toolshed? + return retval + + + def compressPDF(self,inpdf=None,thumbformat='png'): + """need absolute path to pdf + note that GS gets confoozled if no $TMP or $TEMP + so we set it + """ + assert os.path.isfile(inpdf), "## Input %s supplied to %s compressPDF not found" % (inpdf,self.myName) + hlog = os.path.join(self.opts.output_dir,"compress_%s.txt" % os.path.basename(inpdf)) + sto = open(hlog,'a') + our_env = os.environ.copy() + our_tmp = our_env.get('TMP',None) + if not our_tmp: + our_tmp = our_env.get('TEMP',None) + if not (our_tmp and os.path.exists(our_tmp)): + newtmp = os.path.join(self.opts.output_dir,'tmp') + try: + os.mkdir(newtmp) + except: + sto.write('## WARNING - cannot make %s - it may exist or permissions need fixing\n' % newtmp) + our_env['TEMP'] = newtmp + if not self.temp_warned: + sto.write('## WARNING - no $TMP or $TEMP!!! Please fix - using %s temporarily\n' % newtmp) + self.temp_warned = True + outpdf = '%s_compressed' % inpdf + cl = ["gs", "-sDEVICE=pdfwrite", "-dNOPAUSE", "-dUseCIEColor", "-dBATCH","-dPDFSETTINGS=/printer", "-sOutputFile=%s" % outpdf,inpdf] + x = subprocess.Popen(cl,stdout=sto,stderr=sto,cwd=self.opts.output_dir,env=our_env) + retval1 = x.wait() + sto.close() + if retval1 == 0: + os.unlink(inpdf) + shutil.move(outpdf,inpdf) + os.unlink(hlog) + hlog = os.path.join(self.opts.output_dir,"thumbnail_%s.txt" % os.path.basename(inpdf)) + sto = open(hlog,'w') + outpng = '%s.%s' % (os.path.splitext(inpdf)[0],thumbformat) + if self.useGM: + cl2 = ['gm', 'convert', inpdf, outpng] + else: # assume imagemagick + cl2 = ['convert', inpdf, outpng] + x = subprocess.Popen(cl2,stdout=sto,stderr=sto,cwd=self.opts.output_dir,env=our_env) + retval2 = x.wait() + sto.close() + if retval2 == 0: + os.unlink(hlog) + retval = retval1 or retval2 + return retval + + + def getfSize(self,fpath,outpath): + """ + format a nice file size string + """ + size = '' + fp = os.path.join(outpath,fpath) + if os.path.isfile(fp): + size = '0 B' + n = float(os.path.getsize(fp)) + if n > 2**20: + size = '%1.1f MB' % (n/2**20) + elif n > 2**10: + size = '%1.1f KB' % (n/2**10) + elif n > 0: + size = '%d B' % (int(n)) + return size + + def makeHtml(self): + """ Create an HTML file content to list all the artifacts found in the output_dir + """ + + galhtmlprefix = """ + + + + + + + +
+ """ + galhtmlattr = """
This tool (%s) was generated by the Galaxy Tool Factory

""" + galhtmlpostfix = """
\n""" + + flist = os.listdir(self.opts.output_dir) + flist = [x for x in flist if x <> 'Rplots.pdf'] + flist.sort() + html = [] + html.append(galhtmlprefix % progname) + html.append('
Galaxy Tool "%s" run at %s

' % (self.toolname,timenow())) + fhtml = [] + if len(flist) > 0: + logfiles = [x for x in flist if x.lower().endswith('.log')] # log file names determine sections + logfiles.sort() + logfiles = [x for x in logfiles if os.path.abspath(x) <> os.path.abspath(self.tlog)] + logfiles.append(os.path.abspath(self.tlog)) # make it the last one + pdflist = [] + npdf = len([x for x in flist if os.path.splitext(x)[-1].lower() == '.pdf']) + for rownum,fname in enumerate(flist): + dname,e = os.path.splitext(fname) + sfsize = self.getfSize(fname,self.opts.output_dir) + if e.lower() == '.pdf' : # compress and make a thumbnail + thumb = '%s.%s' % (dname,self.thumbformat) + pdff = os.path.join(self.opts.output_dir,fname) + retval = self.compressPDF(inpdf=pdff,thumbformat=self.thumbformat) + if retval == 0: + pdflist.append((fname,thumb)) + else: + pdflist.append((fname,fname)) + if (rownum+1) % 2 == 0: + fhtml.append('%s%s' % (fname,fname,sfsize)) + else: + fhtml.append('%s%s' % (fname,fname,sfsize)) + for logfname in logfiles: # expect at least tlog - if more + if os.path.abspath(logfname) == os.path.abspath(self.tlog): # handled later + sectionname = 'All tool run' + if (len(logfiles) > 1): + sectionname = 'Other' + ourpdfs = pdflist + else: + realname = os.path.basename(logfname) + sectionname = os.path.splitext(realname)[0].split('_')[0] # break in case _ added to log + ourpdfs = [x for x in pdflist if os.path.basename(x[0]).split('_')[0] == sectionname] + pdflist = [x for x in pdflist if os.path.basename(x[0]).split('_')[0] <> sectionname] # remove + nacross = 1 + npdf = len(ourpdfs) + + if npdf > 0: + nacross = math.sqrt(npdf) ## int(round(math.log(npdf,2))) + if int(nacross)**2 != npdf: + nacross += 1 + nacross = int(nacross) + width = min(400,int(1200/nacross)) + html.append('
%s images and outputs
' % sectionname) + html.append('(Click on a thumbnail image to download the corresponding original PDF image)
') + ntogo = nacross # counter for table row padding with empty cells + html.append('
\n') + for i,paths in enumerate(ourpdfs): + fname,thumb = paths + s= """\n""" % (fname,thumb,fname,width,fname) + if ((i+1) % nacross == 0): + s += '\n' + ntogo = 0 + if i < (npdf - 1): # more to come + s += '' + ntogo = nacross + else: + ntogo -= 1 + html.append(s) + if html[-1].strip().endswith(''): + html.append('
Image called %s
\n') + else: + if ntogo > 0: # pad + html.append(' '*ntogo) + html.append('\n') + logt = open(logfname,'r').readlines() + logtext = [x for x in logt if x.strip() > ''] + html.append('
%s log output
' % sectionname) + if len(logtext) > 1: + html.append('\n
\n')
+                    html += logtext
+                    html.append('\n
\n') + else: + html.append('%s is empty
' % logfname) + if len(fhtml) > 0: + fhtml.insert(0,'
\n') + fhtml.append('
Output File Name (click to view)Size

') + html.append('
All output files available for downloading
\n') + html += fhtml # add all non-pdf files to the end of the display + else: + html.append('
### Error - %s returned no files - please confirm that parameters are sane
' % self.opts.interpreter) + html.append(galhtmlpostfix) + htmlf = file(self.opts.output_html,'w') + htmlf.write('\n'.join(html)) + htmlf.write('\n') + htmlf.close() + self.html = html + + + def run(self): + """ + scripts must be small enough not to fill the pipe! + """ + if self.treatbashSpecial and self.opts.interpreter in ['bash','sh']: + retval = self.runBash() + else: + if self.opts.output_dir: + ste = open(self.elog,'w') + sto = open(self.tlog,'w') + sto.write('## Toolfactory generated command line = %s\n' % ' '.join(self.cl)) + sto.flush() + p = subprocess.Popen(self.cl,shell=False,stdout=sto,stderr=ste,stdin=subprocess.PIPE,cwd=self.opts.output_dir) + else: + p = subprocess.Popen(self.cl,shell=False,stdin=subprocess.PIPE) + p.stdin.write(self.script) + p.stdin.close() + retval = p.wait() + if self.opts.output_dir: + sto.close() + ste.close() + err = open(self.elog,'r').read() + if retval <> 0 and err: # problem + print >> sys.stderr,err + if self.opts.make_HTML: + self.makeHtml() + return retval + + def runBash(self): + """ + cannot use - for bash so use self.sfile + """ + if self.opts.output_dir: + s = '## Toolfactory generated command line = %s\n' % ' '.join(self.cl) + sto = open(self.tlog,'w') + sto.write(s) + sto.flush() + p = subprocess.Popen(self.cl,shell=False,stdout=sto,stderr=sto,cwd=self.opts.output_dir) + else: + p = subprocess.Popen(self.cl,shell=False) + retval = p.wait() + if self.opts.output_dir: + sto.close() + if self.opts.make_HTML: + self.makeHtml() + return retval + + +def main(): + u = """ + This is a Galaxy wrapper. It expects to be called by a special purpose tool.xml as: + rgToolFactory.py --script_path "$scriptPath" --tool_name "foo" --interpreter "Rscript" + + """ + op = optparse.OptionParser() + a = op.add_option + a('--script_path',default=None) + a('--tool_name',default=None) + a('--interpreter',default=None) + a('--output_dir',default=None) + a('--output_html',default=None) + a('--input_tab',default="None") + a('--output_tab',default="None") + a('--user_email',default='Unknown') + a('--bad_user',default=None) + a('--make_Tool',default=None) + a('--make_HTML',default=None) + a('--help_text',default=None) + a('--tool_desc',default=None) + a('--new_tool',default=None) + a('--tool_version',default=None) + opts, args = op.parse_args() + assert not opts.bad_user,'UNAUTHORISED: %s is NOT authorized to use this tool until Galaxy admin adds %s to admin_users in universe_wsgi.ini' % (opts.bad_user,opts.bad_user) + assert opts.tool_name,'## Tool Factory expects a tool name - eg --tool_name=DESeq' + assert opts.interpreter,'## Tool Factory wrapper expects an interpreter - eg --interpreter=Rscript' + assert os.path.isfile(opts.script_path),'## Tool Factory wrapper expects a script path - eg --script_path=foo.R' + if opts.output_dir: + try: + os.makedirs(opts.output_dir) + except: + pass + r = ScriptRunner(opts) + if opts.make_Tool: + retcode = r.makeTooltar() + else: + retcode = r.run() + os.unlink(r.sfile) + if retcode: + sys.exit(retcode) # indicate failure to job runner + + +if __name__ == "__main__": + main() + + diff -r 34eedc5fe099 -r 1e20061decdd rgedgeRpaired_nocamera.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/rgedgeRpaired_nocamera.xml Wed Apr 29 12:07:19 2015 -0400 @@ -0,0 +1,1049 @@ + + + models using BioConductor packages + + R + graphicsmagick + ghostscript + biocbasics + + + rgToolFactory.py --script_path "$runme" --interpreter "Rscript" --tool_name "Differential_Counts" + --output_dir "$html_file.files_path" --output_html "$html_file" --make_HTML "yes" + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + edgeR['doedgeR'] == "T" + + + DESeq2['doDESeq2'] == "T" + + + doVoom == "T" + + + + + + + + + + + + + + + + + + + + + + + + + + + + + nsamp) { + dm =dm[1:nsamp,] + #sub = paste('Showing',nsamp,'contigs ranked for evidence for differential abundance out of',nprobes,'total') + } + newcolnames = substr(colnames(dm),1,20) + colnames(dm) = newcolnames + pdf(outpdfname) + heatmap.2(dm,main=myTitle,ColSideColors=pcols,col=topo.colors(100),dendrogram="col",key=T,density.info='none', + Rowv=F,scale='row',trace='none',margins=c(8,8),cexRow=0.4,cexCol=0.5) + dev.off() +} + +hmap = function(cmat,nmeans=4,outpdfname="heatMap.pdf",nsamp=250,TName='Treatment',group=NA,myTitle="Title goes here") +{ + # for 2 groups only was + #col.map = function(g) {if (g==TName) "#FF0000" else "#0000FF"} + #pcols = unlist(lapply(group,col.map)) + gu = unique(group) + colours = rainbow(length(gu),start=0.3,end=0.6) + pcols = colours[match(group,gu)] + nrows = nrow(cmat) + mtitle = paste(myTitle,'Heatmap: n contigs =',nrows) + if (nrows > nsamp) { + cmat = cmat[c(1:nsamp),] + mtitle = paste('Heatmap: Top ',nsamp,' DE contigs (of ',nrows,')',sep='') + } + newcolnames = substr(colnames(cmat),1,20) + colnames(cmat) = newcolnames + pdf(outpdfname) + heatmap(cmat,scale='row',main=mtitle,cexRow=0.3,cexCol=0.4,Rowv=NA,ColSideColors=pcols) + dev.off() +} + +qqPlot = function(descr='qqplot',pvector, outpdf='qqplot.pdf',...) +# stolen from https://gist.github.com/703512 +{ + o = -log10(sort(pvector,decreasing=F)) + e = -log10( 1:length(o)/length(o) ) + o[o==-Inf] = reallysmall + o[o==Inf] = reallybig + maint = descr + pdf(outpdf) + plot(e,o,pch=19,cex=1, main=maint, ..., + xlab=expression(Expected~~-log[10](italic(p))), + ylab=expression(Observed~~-log[10](italic(p))), + xlim=c(0,max(e)), ylim=c(0,max(o))) + lines(e,e,col="red") + grid(col = "lightgray", lty = "dotted") + dev.off() +} + +smearPlot = function(myDGEList,deTags, outSmear, outMain) + { + pdf(outSmear) + plotSmear(myDGEList,de.tags=deTags,main=outMain) + grid(col="lightgray", lty="dotted") + dev.off() + } + +boxPlot = function(rawrs,cleanrs,maint,myTitle,pdfname) +{ + nc = ncol(rawrs) + ##### for (i in c(1:nc)) {rawrs[(rawrs[,i] < 0),i] = NA} + fullnames = colnames(rawrs) + newcolnames = substr(colnames(rawrs),1,20) + colnames(rawrs) = newcolnames + newcolnames = substr(colnames(cleanrs),1,20) + colnames(cleanrs) = newcolnames + defpar = par(no.readonly=T) + print.noquote('@@@ Raw contig counts by sample:') + print.noquote(summary(rawrs)) + print.noquote('@@@ Library size contig counts by sample:') + print.noquote(summary(cleanrs)) + pdf(pdfname) + par(mfrow=c(1,2)) + boxplot(rawrs,varwidth=T,notch=T,ylab='log contig count',col="maroon",las=3,cex.axis=0.35,main='log2 raw counts') + grid(col="lightgray",lty="dotted") + boxplot(cleanrs,varwidth=T,notch=T,ylab='log contig count',col="maroon",las=3,cex.axis=0.35,main=paste('log2 counts after ',maint)) + grid(col="lightgray",lty="dotted") + dev.off() + pdfname = "sample_counts_histogram.pdf" + nc = ncol(rawrs) + print.noquote(paste('Using ncol rawrs=',nc)) + ncroot = round(sqrt(nc)) + if (ncroot*ncroot < nc) { ncroot = ncroot + 1 } + m = c() + for (i in c(1:nc)) { + rhist = hist(rawrs[,i],breaks=100,plot=F) + m = append(m,max(rhist\$counts)) + } + ymax = max(m) + ncols = length(fullnames) + if (ncols > 20) + { + scale = 7*ncols/20 + pdf(pdfname,width=scale,height=scale) + } else { + pdf(pdfname) + } + par(mfrow=c(ncroot,ncroot)) + for (i in c(1:nc)) { + hist(rawrs[,i], main=paste("Contig logcount",i), xlab='log raw count', col="maroon", + breaks=100,sub=fullnames[i],cex=0.8,ylim=c(0,ymax)) + } + dev.off() + par(defpar) + +} + +cumPlot = function(rawrs,cleanrs,maint,myTitle) +{ # updated to use ecdf + pdfname = "Differential_rowsum_bar_charts.pdf" + defpar = par(no.readonly=T) + lrs = log(rawrs,10) + lim = max(lrs) + pdf(pdfname) + par(mfrow=c(2,1)) + hist(lrs,breaks=100,main=paste('Before:',maint),xlab="# Reads (log)", + ylab="Count",col="maroon",sub=myTitle, xlim=c(0,lim),las=1) + grid(col="lightgray", lty="dotted") + lrs = log(cleanrs,10) + hist(lrs,breaks=100,main=paste('After:',maint),xlab="# Reads (log)", + ylab="Count",col="maroon",sub=myTitle,xlim=c(0,lim),las=1) + grid(col="lightgray", lty="dotted") + dev.off() + par(defpar) +} + +cumPlot1 = function(rawrs,cleanrs,maint,myTitle) +{ # updated to use ecdf + pdfname = paste(gsub(" ","", myTitle , fixed=TRUE),"RowsumCum.pdf",sep='_') + pdf(pdfname) + par(mfrow=c(2,1)) + lastx = max(rawrs) + rawe = knots(ecdf(rawrs)) + cleane = knots(ecdf(cleanrs)) + cy = 1:length(cleane)/length(cleane) + ry = 1:length(rawe)/length(rawe) + plot(rawe,ry,type='l',main=paste('Before',maint),xlab="Log Contig Total Reads", + ylab="Cumulative proportion",col="maroon",log='x',xlim=c(1,lastx),sub=myTitle) + grid(col="blue") + plot(cleane,cy,type='l',main=paste('After',maint),xlab="Log Contig Total Reads", + ylab="Cumulative proportion",col="maroon",log='x',xlim=c(1,lastx),sub=myTitle) + grid(col="blue") + dev.off() +} + + + +doGSEAold = function(y=NULL,design=NULL,histgmt="", + bigmt="/data/genomes/gsea/3.1/Abetterchoice_nocgp_c2_c3_c5_symbols_all.gmt", + ntest=0, myTitle="myTitle", outfname="GSEA.xls", minnin=5, maxnin=2000,fdrthresh=0.05,fdrtype="BH") +{ + sink('Camera.log') + genesets = c() + if (bigmt > "") + { + bigenesets = readLines(bigmt) + genesets = bigenesets + } + if (histgmt > "") + { + hgenesets = readLines(histgmt) + if (bigmt > "") { + genesets = rbind(genesets,hgenesets) + } else { + genesets = hgenesets + } # use only history if no bi + } + print.noquote(paste("@@@read",length(genesets), 'genesets from',histgmt,bigmt)) + genesets = strsplit(genesets,'\t') # tabular. genesetid\tURLorwhatever\tgene_1\t..\tgene_n + outf = outfname + head=paste(myTitle,'edgeR GSEA') + write(head,file=outfname,append=F) + ntest=length(genesets) + urownames = toupper(rownames(y)) + upcam = c() + downcam = c() + for (i in 1:ntest) { + gs = unlist(genesets[i]) + g = gs[1] # geneset_id + u = gs[2] + if (u > "") { u = paste("",u,"",sep="") } + glist = gs[3:length(gs)] # member gene symbols + glist = toupper(glist) + inglist = urownames %in% glist + nin = sum(inglist) + if ((nin > minnin) && (nin < maxnin)) { + ### print(paste('@@found',sum(inglist),'genes in glist')) + camres = camera(y=y,index=inglist,design=design) + if (! is.null(camres)) { + rownames(camres) = g # gene set name + camres = cbind(GeneSet=g,URL=u,camres) + if (camres\$Direction == "Up") + { + upcam = rbind(upcam,camres) } else { + downcam = rbind(downcam,camres) + } + } + } + } + uscam = upcam[order(upcam\$PValue),] + unadjp = uscam\$PValue + uscam\$adjPValue = p.adjust(unadjp,method=fdrtype) + nup = max(10,sum((uscam\$adjPValue < fdrthresh))) + dscam = downcam[order(downcam\$PValue),] + unadjp = dscam\$PValue + dscam\$adjPValue = p.adjust(unadjp,method=fdrtype) + ndown = max(10,sum((dscam\$adjPValue < fdrthresh))) + write.table(uscam,file=paste('camera_up',outfname,sep='_'),quote=F,sep='\t',row.names=F) + write.table(dscam,file=paste('camera_down',outfname,sep='_'),quote=F,sep='\t',row.names=F) + print.noquote(paste('@@@@@ Camera up top',nup,'gene sets:')) + write.table(head(uscam,nup),file="",quote=F,sep='\t',row.names=F) + print.noquote(paste('@@@@@ Camera down top',ndown,'gene sets:')) + write.table(head(dscam,ndown),file="",quote=F,sep='\t',row.names=F) + sink() +} + + + + +doGSEA = function(y=NULL,design=NULL,histgmt="", + bigmt="/data/genomes/gsea/3.1/Abetterchoice_nocgp_c2_c3_c5_symbols_all.gmt", + ntest=0, myTitle="myTitle", outfname="GSEA.xls", minnin=5, maxnin=2000,fdrthresh=0.05,fdrtype="BH") +{ + sink('Camera.log') + genesets = c() + if (bigmt > "") + { + bigenesets = readLines(bigmt) + genesets = bigenesets + } + if (histgmt > "") + { + hgenesets = readLines(histgmt) + if (bigmt > "") { + genesets = rbind(genesets,hgenesets) + } else { + genesets = hgenesets + } # use only history if no bi + } + print.noquote(paste("@@@read",length(genesets), 'genesets from',histgmt,bigmt)) + genesets = strsplit(genesets,'\t') # tabular. genesetid\tURLorwhatever\tgene_1\t..\tgene_n + outf = outfname + head=paste(myTitle,'edgeR GSEA') + write(head,file=outfname,append=F) + ntest=length(genesets) + urownames = toupper(rownames(y)) + upcam = c() + downcam = c() + incam = c() + urls = c() + gsids = c() + for (i in 1:ntest) { + gs = unlist(genesets[i]) + gsid = gs[1] # geneset_id + url = gs[2] + if (url > "") { url = paste("",url,"",sep="") } + glist = gs[3:length(gs)] # member gene symbols + glist = toupper(glist) + inglist = urownames %in% glist + nin = sum(inglist) + if ((nin > minnin) && (nin < maxnin)) { + incam = c(incam,inglist) + gsids = c(gsids,gsid) + urls = c(urls,url) + } + } + incam = as.list(incam) + names(incam) = gsids + allcam = camera(y=y,index=incam,design=design) + allcamres = cbind(geneset=gsids,allcam,URL=urls) + for (i in 1:ntest) { + camres = allcamres[i] + res = try(test = (camres\$Direction == "Up")) + if ("try-error" %in% class(res)) { + cat("test failed, camres = :") + print.noquote(camres) + } else { if (camres\$Direction == "Up") + { upcam = rbind(upcam,camres) + } else { downcam = rbind(downcam,camres) + } + + } + } + uscam = upcam[order(upcam\$PValue),] + unadjp = uscam\$PValue + uscam\$adjPValue = p.adjust(unadjp,method=fdrtype) + nup = max(10,sum((uscam\$adjPValue < fdrthresh))) + dscam = downcam[order(downcam\$PValue),] + unadjp = dscam\$PValue + dscam\$adjPValue = p.adjust(unadjp,method=fdrtype) + ndown = max(10,sum((dscam\$adjPValue < fdrthresh))) + write.table(uscam,file=paste('camera_up',outfname,sep='_'),quote=F,sep='\t',row.names=F) + write.table(dscam,file=paste('camera_down',outfname,sep='_'),quote=F,sep='\t',row.names=F) + print.noquote(paste('@@@@@ Camera up top',nup,'gene sets:')) + write.table(head(uscam,nup),file="",quote=F,sep='\t',row.names=F) + print.noquote(paste('@@@@@ Camera down top',ndown,'gene sets:')) + write.table(head(dscam,ndown),file="",quote=F,sep='\t',row.names=F) + sink() + } + + +edgeIt = function (Count_Matrix=c(),group=c(),out_edgeR=F,out_Voom=F,out_DESeq2=F,fdrtype='fdr',priordf=5, + fdrthresh=0.05,outputdir='.', myTitle='Differential Counts',libSize=c(),useNDF=F, + filterquantile=0.2, subjects=c(),TreatmentName="Rx",ControlName="Ctrl",mydesign=NULL, + doDESeq2=T,doVoom=T,doCamera=T,doedgeR=T,org='hg19', + histgmt="", bigmt="/data/genomes/gsea/3.1/Abetterchoice_nocgp_c2_c3_c5_symbols_all.gmt", + doCook=F,DESeq_fitType="parameteric",robust_meth='ordinary') +{ + +logf = file('Differential.log', open = "a") +sink(logf,type = c("output", "message")) + + +run_edgeR = function(workCM,pdata,subjects,group,priordf,robust_meth,mydesign,mt,cmrowsums,out_edgeR,nonzerod) +{ + logf = file('edgeR.log', open = "a") + sink(logf,type = c("output", "message")) + #### Setup myDGEList object + myDGEList = DGEList(counts=workCM, group = group) + myDGEList = calcNormFactors(myDGEList) + if (robust_meth == 'ordinary') { + myDGEList = estimateGLMCommonDisp(myDGEList,mydesign) + myDGEList = estimateGLMTrendedDisp(myDGEList,mydesign) + if (priordf > 0) { myDGEList = estimateGLMTagwiseDisp(myDGEList,mydesign,prior.df = priordf) + } else { myDGEList = estimateGLMTagwiseDisp(myDGEList,mydesign) } + comdisp = myDGEList\$common.dispersion + estpriorn = getPriorN(myDGEList) + print(paste("Common Dispersion =",comdisp,"CV = ",sqrt(comdisp),"getPriorN = ",estpriorn),quote=F) + } else { + myDGEList = estimateGLMRobustDisp(myDGEList,design=mydesign, prior.df = priordf, maxit = 6, residual.type = robust_meth) + } + + + DGLM = glmFit(myDGEList,design=mydesign) + DE = glmLRT(DGLM,coef=ncol(DGLM\$design)) # always last one - subject is first if needed + normData = cpm(myDGEList) + uoutput = cbind( + Name=as.character(rownames(myDGEList\$counts)), + DE\$table, + adj.p.value=p.adjust(DE\$table\$PValue, method=fdrtype), + Dispersion=myDGEList\$tagwise.dispersion,totreads=cmrowsums,normData, + myDGEList\$counts + ) + soutput = uoutput[order(DE\$table\$PValue),] # sorted into p value order - for quick toptable + goodness = gof(DGLM, pcutoff=fdrthresh) + if (sum(goodness\$outlier) > 0) { + print.noquote('GLM outliers:') + print(paste(rownames(DGLM)[(goodness\$outlier)],collapse=','),quote=F) + } else { + print('No GLM fit outlier genes found\n') + } + z = limma::zscoreGamma(goodness\$gof.statistic, shape=goodness\$df/2, scale=2) + pdf(paste("edgeR",mt,"GoodnessofFit.pdf",sep='_')) + qq = qqnorm(z, panel.first=grid(), main="tagwise dispersion") + abline(0,1,lwd=3) + points(qq\$x[goodness\$outlier],qq\$y[goodness\$outlier], pch=16, col="maroon") + dev.off() + uniqueg = unique(group) + write.table(soutput,file=out_edgeR, quote=FALSE, sep="\t",row.names=F) + tt = cbind( + Name=as.character(rownames(myDGEList)), + DE\$table, + adj.p.value=p.adjust(DE\$table\$PValue, method=fdrtype), + Dispersion=myDGEList\$tagwise.dispersion,totreads=cmrowsums + ) + tt = cbind(tt,URL=contigurls) # add to end so table isn't laid out strangely + stt = tt[order(DE\$table\$PValue),] + print.noquote("@@ edgeR Top tags\n") + print.noquote(stt[1:50,]) + deTags = rownames(uoutput[uoutput\$adj.p.value < fdrthresh,]) + nsig = length(deTags) + print.noquote(paste('@@',nsig,'tags significant at adj p=',fdrthresh)) + deColours = ifelse(deTags,'red','black') + pdf(paste("edgeR",mt,"BCV_vs_abundance.pdf",sep="_")) + plotBCV(myDGEList, cex=0.3, main="Biological CV vs abundance") + dev.off() + dg = myDGEList[order(DE\$table\$PValue),] + outpdfname= paste("edgeR",mt,"top_100_heatmap.pdf",sep="_") + ocpm = normData[order(DE\$table\$PValue),] + ocpm = ocpm[c(1:100),] + hmap2(ocpm,TName=TName,group=group,outpdfname=outpdfname,myTitle=paste(myTitle,'Heatmap')) + outSmear = paste("edgeR",mt,"smearplot.pdf",sep="_") + outMain = paste("Smear Plot for ",TName,' Vs ',CName,' (FDR@',fdrthresh,' N = ',nsig,')',sep='') + smearPlot(myDGEList=myDGEList,deTags=deTags, outSmear=outSmear, outMain = outMain) + qqPlot(descr=paste(myTitle,'edgeR adj p QQ plot'),pvector=tt\$adj.p.value,outpdf=paste('edgeR',mt,'qqplot.pdf',sep='_')) + topresults.edgeR = soutput[which(soutput\$adj.p.value < fdrthresh), ] + edgeRcountsindex = which(allgenes %in% rownames(topresults.edgeR)) + edgeRcounts = rep(0, length(allgenes)) + edgeRcounts[edgeRcountsindex] = 1 # Create venn diagram of hits + sink() + return(list(myDGEList=myDGEList,edgeRcounts=edgeRcounts)) +} ### run_edgeR + + +run_DESeq2 = function(workCM,pdata,subjects,group,out_DESeq2,mt,DESeq_fitType) + + { + logf = file("DESeq2.log", open = "a") + sink(logf,type = c("output", "message")) + # DESeq2 + require('DESeq2') + library('RColorBrewer') + if (length(subjects) == 0) + { + pdata = data.frame(Name=colnames(workCM),Rx=group,row.names=colnames(workCM)) + deSEQds = DESeqDataSetFromMatrix(countData = workCM, colData = pdata, design = formula(~ Rx)) + } else { + pdata = data.frame(Name=colnames(workCM),Rx=group,subjects=subjects,row.names=colnames(workCM)) + deSEQds = DESeqDataSetFromMatrix(countData = workCM, colData = pdata, design = formula(~ subjects + Rx)) + } + deSeqDatsizefac = estimateSizeFactors(deSEQds) + deSeqDatdisp = estimateDispersions(deSeqDatsizefac,fitType=DESeq_fitType) + resDESeq = nbinomWaldTest(deSeqDatdisp) + rDESeq = as.data.frame(results(resDESeq)) + rDESeq = cbind(Contig=rownames(workCM),rDESeq,NReads=cmrowsums,URL=contigurls) + srDESeq = rDESeq[order(rDESeq\$pvalue),] + qqPlot(descr=paste(myTitle,'DESeq2 adj p qq plot'),pvector=rDESeq\$padj,outpdf=paste('DESeq2',mt,'qqplot.pdf',sep="_")) + cat("# DESeq top 50\n") + print.noquote(srDESeq[1:50,]) + write.table(srDESeq,file=out_DESeq2, quote=FALSE, sep="\t",row.names=F) + topresults.DESeq = rDESeq[which(rDESeq\$padj < fdrthresh), ] + DESeqcountsindex = which(allgenes %in% rownames(topresults.DESeq)) + DESeqcounts = rep(0, length(allgenes)) + DESeqcounts[DESeqcountsindex] = 1 + pdf(paste("DESeq2",mt,"dispersion_estimates.pdf",sep='_')) + plotDispEsts(resDESeq) + dev.off() + ysmall = abs(min(rDESeq\$log2FoldChange)) + ybig = abs(max(rDESeq\$log2FoldChange)) + ylimit = min(4,ysmall,ybig) + pdf(paste("DESeq2",mt,"MA_plot.pdf",sep="_")) + plotMA(resDESeq,main=paste(myTitle,"DESeq2 MA plot"),ylim=c(-ylimit,ylimit)) + dev.off() + rlogres = rlogTransformation(resDESeq) + sampledists = dist( t( assay(rlogres) ) ) + sdmat = as.matrix(sampledists) + pdf(paste("DESeq2",mt,"sample_distance_plot.pdf",sep="_")) + heatmap.2(sdmat,trace="none",main=paste(myTitle,"DESeq2 sample distances"), + col = colorRampPalette( rev(brewer.pal(9, "RdBu")) )(255)) + dev.off() + result = try( (ppca = plotPCA( varianceStabilizingTransformation(deSeqDatdisp,blind=T), intgroup=c("Rx","Name")) ) ) + if ("try-error" %in% class(result)) { + print.noquote('DESeq2 plotPCA failed.') + } else { + pdf(paste("DESeq2",mt,"PCA_plot.pdf",sep="_")) + #### wtf - print? Seems needed to get this to work + print(ppca) + dev.off() + } + sink() + return(DESeqcounts) + } + + +run_Voom = function(workCM,pdata,subjects,group,mydesign,mt,out_Voom) + { + logf = file('VOOM.log', open = "a") + sink(logf,type = c("output", "message")) + if (doedgeR == F) { + #### Setup myDGEList object + myDGEList = DGEList(counts=workCM, group = group) + myDGEList = calcNormFactors(myDGEList) + myDGEList = estimateGLMCommonDisp(myDGEList,mydesign) + myDGEList = estimateGLMTrendedDisp(myDGEList,mydesign) + myDGEList = estimateGLMTagwiseDisp(myDGEList,mydesign) + } + pdf(paste("VOOM",mt,"mean_variance_plot.pdf",sep='_')) + dat.voomed <- voom(myDGEList, mydesign, plot = TRUE, normalize.method="quantil", lib.size = NULL) + dev.off() + # Use limma to fit data + fit = lmFit(dat.voomed, mydesign) + fit = eBayes(fit) + rvoom = topTable(fit, coef = length(colnames(mydesign)), adj = fdrtype, n = Inf, sort="none") + qqPlot(descr=paste(myTitle,'VOOM-limma adj p QQ plot'),pvector=rvoom\$adj.P.Val,outpdf=paste('VOOM',mt,'qqplot.pdf',sep='_')) + rownames(rvoom) = rownames(workCM) + rvoom = cbind(Contig=rownames(workCM),rvoom,NReads=cmrowsums,URL=contigurls) + srvoom = rvoom[order(rvoom\$P.Value),] + cat("# VOOM top 50\n") + print(srvoom[1:50,]) + write.table(srvoom,file=out_Voom, quote=FALSE, sep="\t",row.names=F) + # Use an FDR cutoff to find interesting samples for edgeR, DESeq and voom/limma + topresults.voom = rvoom[which(rvoom\$adj.P.Val < fdrthresh), ] + voomcountsindex <- which(allgenes %in% rownames(topresults.voom)) + voomcounts = rep(0, length(allgenes)) + voomcounts[voomcountsindex] = 1 + sink() + return(voomcounts) + } + + +#### data cleaning and analsis control starts here + + + # Error handling + nugroup = length(unique(group)) + if (nugroup!=2){ + print("Number of conditions identified in experiment does not equal 2") + q() + } + require(edgeR) + options(width = 512) + mt = paste(unlist(strsplit(myTitle,'_')),collapse=" ") + allN = nrow(Count_Matrix) + nscut = round(ncol(Count_Matrix)/2) # half samples + colTotmillionreads = colSums(Count_Matrix)/1e6 + counts.dataframe = as.data.frame(c()) + rawrs = rowSums(Count_Matrix) + nonzerod = Count_Matrix[(rawrs > 0),] # remove all zero count genes + nzN = nrow(nonzerod) + nzrs = rowSums(nonzerod) + zN = allN - nzN + print('@@@ Quantiles for non-zero row counts:',quote=F) + print(quantile(nzrs,probs=seq(0,1,0.1)),quote=F) + if (useNDF == T) + { + gt1rpin3 = rowSums(Count_Matrix/expandAsMatrix(colTotmillionreads,dim(Count_Matrix)) >= 1) >= nscut + lo = colSums(Count_Matrix[!gt1rpin3,]) + workCM = Count_Matrix[gt1rpin3,] + cleanrs = rowSums(workCM) + cleanN = length(cleanrs) + meth = paste( "After removing",length(lo),"contigs with fewer than ",nscut," sample read counts >= 1 per million, there are",sep="") + print(paste("Read",allN,"contigs. Removed",zN,"contigs with no reads.",meth,cleanN,"contigs"),quote=F) + maint = paste('Filter >=1/million reads in >=',nscut,'samples') + } else { + useme = (nzrs > quantile(nzrs,filterquantile)) + workCM = nonzerod[useme,] + lo = colSums(nonzerod[!useme,]) + cleanrs = rowSums(workCM) + cleanN = length(cleanrs) + meth = paste("After filtering at count quantile =",filterquantile,", there are",sep="") + print(paste('Read',allN,"contigs. Removed",zN,"with no reads.",meth,cleanN,"contigs"),quote=F) + maint = paste('Filter below',filterquantile,'quantile') + } + cumPlot(rawrs=rawrs,cleanrs=cleanrs,maint=maint,myTitle=myTitle) + allgenes = rownames(workCM) + reg = "^chr([0-9]+):([0-9]+)-([0-9]+)" # ucsc chr:start-end regexp + genecards=" 0.8) # is ucsc style string + { + print("@@ using ucsc substitution for urls") + contigurls = paste0(ucsc,"&position=chr",testreg[,2],":",testreg[,3],"-",testreg[,4],"\'>",allgenes,"") + } else { + print("@@ using genecards substitution for urls") + contigurls = paste0(genecards,allgenes,"\'>",allgenes,"") + } + print.noquote(paste("@@ Total low count contigs per sample = ",paste(table(lo),collapse=','))) + cmrowsums = rowSums(workCM) + TName=unique(group)[1] + CName=unique(group)[2] + if (is.null(mydesign)) { + if (length(subjects) == 0) + { + mydesign = model.matrix(~group) + } + else { + subjf = factor(subjects) + mydesign = model.matrix(~subjf+group) # we block on subject so make group last to simplify finding it + } + } + print.noquote(paste('Using samples:',paste(colnames(workCM),collapse=','))) + print.noquote('Using design matrix:') + print.noquote(mydesign) + normData = cpm(workCM)*1e6 + colnames(normData) = paste( colnames(workCM),'N',sep="_") + print(paste('Raw sample read totals',paste(colSums(nonzerod,na.rm=T),collapse=','))) + + if (doedgeR == T) { + eres = run_edgeR(workCM,pdata,subjects,group,priordf,robust_meth,mydesign,mt,cmrowsums,out_edgeR,nonzerod) + myDGEList = eres\$myDGEList + edgeRcounts = eres\$edgeRcounts + #### Plot MDS + sample_colors = match(group,levels(group)) + sampleTypes = levels(factor(group)) + print.noquote(sampleTypes) + pdf(paste("edgeR",mt,"MDSplot.pdf",sep='_')) + plotMDS.DGEList(myDGEList,main=paste("MDS for",myTitle),cex=0.5,col=sample_colors,pch=sample_colors) + legend(x="topleft", legend = sampleTypes,col=c(1:length(sampleTypes)), pch=19) + grid(col="blue") + dev.off() + scale <- myDGEList\$samples\$lib.size*myDGEList\$samples\$norm.factors + normCounts <- round(t(t(myDGEList\$counts)/scale)*mean(scale)) + try({boxPlot(rawrs=nzd,cleanrs=log2(normCounts+1),maint='Effects of TMM size normalisation',myTitle=myTitle,pdfname=paste("edgeR",mt,"raw_norm_counts_box.pdf",sep='_'))},T) + } + if (doDESeq2 == T) { DESeqcounts = run_DESeq2(workCM,pdata,subjects,group,out_DESeq2,mt,DESeq_fitType) } + if (doVoom == T) { voomcounts = run_Voom(workCM,pdata,subjects,group,mydesign,mt,out_Voom) } + + + if (doCamera) { + doGSEA(y=myDGEList,design=mydesign,histgmt=histgmt,bigmt=bigmt,ntest=20,myTitle=myTitle, + outfname=paste("GSEA_Camera",mt,"table.xls",sep="_"),fdrthresh=fdrthresh,fdrtype=fdrtype) + } + counts.dataframe = c() + vennmain = 'no venn' + if ((doDESeq2==T) || (doVoom==T) || (doedgeR==T)) { + if ((doVoom==T) && (doDESeq2==T) && (doedgeR==T)) { + vennmain = paste(mt,'Voom,edgeR and DESeq2 overlap at FDR=',fdrthresh) + counts.dataframe = data.frame(edgeR = edgeRcounts, DESeq2 = DESeqcounts, + VOOM_limma = voomcounts, row.names = allgenes) + } else if ((doDESeq2==T) && (doedgeR==T)) { + vennmain = paste(mt,'DESeq2 and edgeR overlap at FDR=',fdrthresh) + counts.dataframe = data.frame(edgeR = edgeRcounts, DESeq2 = DESeqcounts, row.names = allgenes) + } else if ((doVoom==T) && (doedgeR==T)) { + vennmain = paste(mt,'Voom and edgeR overlap at FDR=',fdrthresh) + counts.dataframe = data.frame(edgeR = edgeRcounts, VOOM_limma = voomcounts, row.names = allgenes) + } + + if (nrow(counts.dataframe > 1)) { + counts.venn = vennCounts(counts.dataframe) + vennf = paste("Differential_venn",mt,"significant_genes_overlap.pdf",sep="_") + pdf(vennf) + vennDiagram(counts.venn,main=vennmain,col="maroon") + dev.off() + } + } #### doDESeq2 or doVoom +sink() +} +#### Done +]]> +builtin_gmt = "" +history_gmt = "" +history_gmt_name = "" +out_edgeR = F +out_DESeq2 = F +out_Voom = "$out_VOOM" +edgeR_robust_meth = "ordinary" +doDESeq2 = $DESeq2.doDESeq2 +doVoom = $doVoom +doCamera = F +doedgeR = $edgeR.doedgeR +edgeR_priordf = 10 + + +#if $doVoom == "T": + out_Voom = "$out_VOOM" +#end if + +#if $DESeq2.doDESeq2 == "T": + out_DESeq2 = "$out_DESeq2" + doDESeq2 = T + DESeq_fitType = "$DESeq2.DESeq_fitType" +#end if + +#if $edgeR.doedgeR == "T": + out_edgeR = "$out_edgeR" + edgeR_priordf = $edgeR.edgeR_priordf + edgeR_robust_meth = "$edgeR.edgeR_robust_method" +#end if + + +if (sum(c(doedgeR,doVoom,doDESeq2)) == 0) +{ +write("No methods chosen - nothing to do! Please try again after choosing one or more methods", stderr()) +quit(save="no",status=2) +} + +Out_Dir = "$html_file.files_path" +Input = "$input1" +TreatmentName = "$treatment_name" +TreatmentCols = "$Treat_cols" +ControlName = "$control_name" +ControlCols= "$Control_cols" +org = "$input1.dbkey" +if (org == "") { org = "hg19"} +fdrtype = "$fdrtype" +fdrthresh = $fdrthresh +useNDF = $useNDF +fQ = $fQ # non-differential centile cutoff +myTitle = "$title" +sids = strsplit("$subjectids",',') +subjects = unlist(sids) +nsubj = length(subjects) +TCols = as.numeric(strsplit(TreatmentCols,",")[[1]])-1 +CCols = as.numeric(strsplit(ControlCols,",")[[1]])-1 +cat('Got TCols=') +cat(TCols) +cat('; CCols=') +cat(CCols) +cat('\n') + 0 & nsubj != nsamples) { +options("show.error.messages"=T) +mess = paste('Fatal error: Supplied subject id list',paste(subjects,collapse=','), + 'has length',nsubj,'but there are',nsamples,'samples',paste(snames,collapse=',')) +write(mess, stderr()) +quit(save="no",status=4) +} +if (length(subjects) != 0) {subjects = subjects[useCols]} +Count_Matrix = Count_Matrix[,useCols] ### reorder columns +rn = rownames(Count_Matrix) +islib = rn %in% c('librarySize','NotInBedRegions') +LibSizes = Count_Matrix[subset(rn,islib),][1] # take first +Count_Matrix = Count_Matrix[subset(rn,! islib),] +group = c(rep(TreatmentName,length(TCols)), rep(ControlName,length(CCols)) ) +group = factor(group, levels=c(ControlName,TreatmentName)) +colnames(Count_Matrix) = paste(group,colnames(Count_Matrix),sep="_") +results = edgeIt(Count_Matrix=Count_Matrix,group=group, out_edgeR=out_edgeR, out_Voom=out_Voom, out_DESeq2=out_DESeq2, + fdrtype='BH',mydesign=NULL,priordf=edgeR_priordf,fdrthresh=fdrthresh,outputdir='.', + myTitle=myTitle,useNDF=F,libSize=c(),filterquantile=fQ,subjects=subjects,TreatmentName=TreatmentName,ControlName=ControlName, + doDESeq2=doDESeq2,doVoom=doVoom,doCamera=doCamera,doedgeR=doedgeR,org=org, + histgmt=history_gmt,bigmt=builtin_gmt,DESeq_fitType=DESeq_fitType,robust_meth=edgeR_robust_meth) +sessionInfo() + +sink() +]]> + + + + +**What it does** + +Allows short read sequence counts from controlled experiments to be analysed for differentially expressed genes. +Optionally adds a term for subject if not all samples are independent or if some other factor needs to be blocked in the design. + +**Input** + +Requires a count matrix as a tabular file. These are best made using the companion HTSeq_ based counter Galaxy wrapper +and your fave gene model to generate inputs. Each row is a genomic feature (gene or exon eg) and each column the +non-negative integer count of reads from one sample overlapping the feature. + +The matrix must have a header row uniquely identifying the source samples, and unique row names in +the first column. Typically the row names are gene symbols or probe ids for downstream use in GSEA and other methods. +They must be unique and R names or they will be mangled - please read the fine R docs for the rules on identifiers. + +**Specifying comparisons** + +This is basically dumbed down for two factors - case vs control. + +More complex interfaces are possible but painful at present. +Probably need to specify a phenotype file to do this better. +Work in progress. Send code. + +If you have (eg) paired samples and wish to include a term in the GLM to account for some other factor (subject in the case of paired samples), +put a comma separated list of indicators for every sample (whether modelled or not!) indicating (eg) the subject number or +A list of integers, one for each subject or an empty string if samples are all independent. +If not empty, there must be exactly as many integers in the supplied integer list as there are columns (samples) in the count matrix. +Integers for samples that are not in the analysis *must* be present in the string as filler even if not used. + +So if you have 2 pairs out of 6 samples, you need to put in unique integers for the unpaired ones +eg if you had 6 samples with the first two independent but the second and third pairs each being from independent subjects. you might use +8,9,1,1,2,2 +as subject IDs to indicate two paired samples from the same subject in columns 3/4 and 5/6 + +**Methods available** + +You can run 3 popular Bioconductor packages available for count data. + +edgeR - see edgeR_ for details + +VOOM/limma - see limma_VOOM_ for details + +DESeq2 - see DESeq2_ for details + +and optionally camera in edgeR which works better if MSigDB is installed. + +**Outputs** + +Some helpful plots and analysis results. Note that most of these are produced using R code +suggested by the excellent documentation and vignettes for the Bioconductor +packages invoked. The Tool Factory is used to automatically lay these out for you to enjoy. + +**Note on Voom** + +The voom from limma version 3.16.6 help in R includes this from the authors - but you should read the paper to interpret this method. + +This function is intended to process RNA-Seq or ChIP-Seq data prior to linear modelling in limma. + +voom is an acronym for mean-variance modelling at the observational level. +The key concern is to estimate the mean-variance relationship in the data, then use this to compute appropriate weights for each observation. +Count data almost show non-trivial mean-variance relationships. Raw counts show increasing variance with increasing count size, while log-counts typically show a decreasing mean-variance trend. +This function estimates the mean-variance trend for log-counts, then assigns a weight to each observation based on its predicted variance. +The weights are then used in the linear modelling process to adjust for heteroscedasticity. + +In an experiment, a count value is observed for each tag in each sample. A tag-wise mean-variance trend is computed using lowess. +The tag-wise mean is the mean log2 count with an offset of 0.5, across samples for a given tag. +The tag-wise variance is the quarter-root-variance of normalized log2 counts per million values with an offset of 0.5, across samples for a given tag. +Tags with zero counts across all samples are not included in the lowess fit. Optional normalization is performed using normalizeBetweenArrays. +Using fitted values of log2 counts from a linear model fit by lmFit, variances from the mean-variance trend were interpolated for each observation. +This was carried out by approxfun. Inverse variance weights can be used to correct for mean-variance trend in the count data. + + +Author(s) + +Charity Law and Gordon Smyth + +References + +Law, CW (2013). Precision weights for gene expression analysis. PhD Thesis. University of Melbourne, Australia. + +Law, CW, Chen, Y, Shi, W, Smyth, GK (2013). Voom! Precision weights unlock linear model analysis tools for RNA-seq read counts. +Technical Report 1 May 2013, Bioinformatics Division, Walter and Eliza Hall Institute of Medical Reseach, Melbourne, Australia. +http://www.statsci.org/smyth/pubs/VoomPreprint.pdf + +See Also + +A voom case study is given in the edgeR User's Guide. + +vooma is a similar function but for microarrays instead of RNA-seq. + + +***old rant on changes to Bioconductor package variable names between versions*** + +The edgeR authors made a small cosmetic change in the name of one important variable (from p.value to PValue) +breaking this and all other code that assumed the old name for this variable, +between edgeR2.4.4 and 2.4.6 (the version for R 2.14 as at the time of writing). +This means that all code using edgeR is sensitive to the version. I think this was a very unwise thing +to do because it wasted hours of my time to track down and will similarly cost other edgeR users dearly +when their old scripts break. This tool currently now works with 2.4.6. + +**Note on prior.N** + +http://seqanswers.com/forums/showthread.php?t=5591 says: + +*prior.n* + +The value for prior.n determines the amount of smoothing of tagwise dispersions towards the common dispersion. +You can think of it as like a "weight" for the common value. (It is actually the weight for the common likelihood +in the weighted likelihood equation). The larger the value for prior.n, the more smoothing, i.e. the closer your +tagwise dispersion estimates will be to the common dispersion. If you use a prior.n of 1, then that gives the +common likelihood the weight of one observation. + +In answer to your question, it is a good thing to squeeze the tagwise dispersions towards a common value, +or else you will be using very unreliable estimates of the dispersion. I would not recommend using the value that +you obtained from estimateSmoothing()---this is far too small and would result in virtually no moderation +(squeezing) of the tagwise dispersions. How many samples do you have in your experiment? +What is the experimental design? If you have few samples (less than 6) then I would suggest a prior.n of at least 10. +If you have more samples, then the tagwise dispersion estimates will be more reliable, +so you could consider using a smaller prior.n, although I would hesitate to use a prior.n less than 5. + + +From Bioconductor Digest, Vol 118, Issue 5, Gordon writes: + +Dear Dorota, + +The important settings are prior.df and trend. + +prior.n and prior.df are related through prior.df = prior.n * residual.df, +and your experiment has residual.df = 36 - 12 = 24. So the old setting of +prior.n=10 is equivalent for your data to prior.df = 240, a very large +value. Going the other way, the new setting of prior.df=10 is equivalent +to prior.n=10/24. + +To recover old results with the current software you would use + + estimateTagwiseDisp(object, prior.df=240, trend="none") + +To get the new default from old software you would use + + estimateTagwiseDisp(object, prior.n=10/24, trend=TRUE) + +Actually the old trend method is equivalent to trend="loess" in the new +software. You should use plotBCV(object) to see whether a trend is +required. + +Note you could also use + + prior.n = getPriorN(object, prior.df=10) + +to map between prior.df and prior.n. + +---- + +**Attributions** + +edgeR - edgeR_ + +VOOM/limma - limma_VOOM_ + +DESeq2 - DESeq2_ for details + +See above for Bioconductor package documentation for packages exposed in Galaxy by this tool and app store package. + +Galaxy_ (that's what you are using right now!) for gluing everything together + +Otherwise, all code and documentation comprising this tool was written by Ross Lazarus and is +licensed to you under the LGPL_ like other rgenetics artefacts + +.. _LGPL: http://www.gnu.org/copyleft/lesser.html +.. _HTSeq: http://www-huber.embl.de/users/anders/HTSeq/doc/index.html +.. _edgeR: http://www.bioconductor.org/packages/release/bioc/html/edgeR.html +.. _DESeq2: http://www.bioconductor.org/packages/release/bioc/html/DESeq2.html +.. _limma_VOOM: http://www.bioconductor.org/packages/release/bioc/html/limma.html +.. _Galaxy: http://getgalaxy.org + + + doi: 10.1093/bioinformatics/btp616 + + diff -r 34eedc5fe099 -r 1e20061decdd test-data/edgeRtest1out.html --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/edgeRtest1out.html Wed Apr 29 12:07:19 2015 -0400 @@ -0,0 +1,613 @@ + + + + + + + + +
+ +
Galaxy Tool "Differential_Counts" run at 18/02/2015 14:14:12

+
DESeq2 images and outputs
+(Click on a thumbnail image to download the corresponding original PDF image)
+
+ + + + + + + + + + + + + +
Image called DESeq2_edgeRtest_MA_plot.pdfImage called DESeq2_edgeRtest_PCA_plot.pdfImage called DESeq2_edgeRtest_dispersion_estimates.pdf
Image called DESeq2_edgeRtest_qqplot.pdfImage called DESeq2_edgeRtest_sample_distance_plot.pdf 
+ +
DESeq2 log output
+ +
+
+# DESeq top 50
+
+                     Contig     baseMean log2FoldChange     lfcSE       stat        pvalue          padj  NReads                                                                                               URL
+
+Mir122a             Mir122a  10112.31117      10.433687 0.3440661  30.324653 5.425198e-202 4.568017e-199   90428             Mir122a
+
+Mir192               Mir192 271352.97636       6.994296 0.2346736  29.804353 3.430828e-195 1.444379e-192 2325567               Mir192
+
+Mir149               Mir149    810.35429      -6.947219 0.2752144 -25.242938 1.353995e-140 3.800212e-138    6164               Mir149
+
+Mir23a               Mir23a   1289.18043      -3.104596 0.1650418 -18.810968  6.140634e-79  1.292603e-76   10118               Mir23a
+
+Mir204               Mir204    347.57397      -7.385478 0.4210055 -17.542475  6.790394e-69  1.143502e-66    2601               Mir204
+
+Mir10b               Mir10b  27820.40551      -5.122625 0.3095281 -16.549791  1.606588e-61  2.254579e-59  197340               Mir10b
+
+Mir194-2           Mir194-2    391.65678       5.272315 0.3261217  16.166709  8.660202e-59  1.041699e-56    3570           Mir194-2
+
+Mir181d             Mir181d    275.22797      -3.578479 0.2232474 -16.029209  7.989327e-58  8.408767e-56    2139             Mir181d
+
+Mir27a               Mir27a   2788.72629      -3.022597 0.1992370 -15.170866  5.514410e-52  5.159037e-50   21886               Mir27a
+
+Mir181c             Mir181c   2765.96510      -3.678297 0.2459044 -14.958240  1.376168e-50  1.158734e-48   23605             Mir181c
+
+Mir195               Mir195    519.86200      -3.158968 0.2124717 -14.867713  5.340712e-50  4.088073e-48    3962               Mir195
+
+Mir208b             Mir208b   1649.77924     -12.247146 0.8586111 -14.263905  3.673137e-46  2.577318e-44   14756             Mir208b
+
+Mir1948             Mir1948    263.89527       7.281854 0.5169425  14.086391  4.604994e-45  2.982619e-43    2404             Mir1948
+
+Mir490               Mir490    220.99790      -8.314250 0.5954353 -13.963315  2.610066e-44  1.569768e-42    1741               Mir490
+
+Mir23b               Mir23b   2028.55377      -2.066561 0.1531073 -13.497466  1.618477e-41  9.085049e-40   16387               Mir23b
+
+Mir21                 Mir21  26121.31011       2.974199 0.2230949  13.331544  1.517256e-40  7.984558e-39  229120                 Mir21
+
+Mir101b             Mir101b   6846.19683       3.823085 0.2899493  13.185354  1.065529e-39  5.277502e-38   59019             Mir101b
+
+Mir208a             Mir208a    616.76981     -11.025006 0.8475353 -13.008316  1.097341e-38  5.133115e-37    4638             Mir208a
+
+Dnm3os               Dnm3os    179.61643      -3.289322 0.2559302 -12.852417  8.336403e-38  3.694343e-36    1401               Dnm3os
+
+Mir215               Mir215    152.78082      -3.012902 0.2351528 -12.812528  1.395132e-37  5.873506e-36    1182               Mir215
+
+Mir214               Mir214    134.69038      -3.229468 0.2571076 -12.560766  3.469589e-36  1.391140e-34    1048               Mir214
+
+Mir203               Mir203    772.92882       1.991755 0.1694325  11.755450  6.620692e-32  2.533919e-30    6739               Mir203
+
+Mir499               Mir499    712.45950     -11.716229 1.0177724 -11.511639  1.152660e-30  4.219739e-29    6527               Mir499
+
+Mir27b               Mir27b  76478.05753      -1.906131 0.1672784 -11.394959  4.430372e-30  1.554322e-28  625308               Mir27b
+
+Mir322               Mir322    899.53469      -3.147196 0.2773005 -11.349407  7.466726e-30  2.514793e-28    7074               Mir322
+
+Rabggtb             Rabggtb   2257.19195       1.991117 0.1756753  11.334078  8.896442e-30  2.881079e-28   19535             Rabggtb
+
+Mir143hg           Mir143hg 180217.77425      -2.173582 0.1966899 -11.050806  2.172555e-28  6.775153e-27 1407364           Mir143hg
+
+Mir143               Mir143 179219.35960      -2.174835 0.1975414 -11.009513  3.438555e-28  1.034023e-26 1399819               Mir143
+
+Mir378               Mir378    483.21548      -3.012592 0.2747646 -10.964266  5.675913e-28  1.647972e-26    4075               Mir378
+
+Mir132               Mir132    106.46062      -2.793901 0.2568175 -10.878935  1.452498e-27  4.076678e-26     857               Mir132
+
+Mir155               Mir155     57.66182      -3.815683 0.3605552 -10.582799  3.580985e-26  9.726416e-25     463               Mir155
+
+Mir24-2             Mir24-2    424.48288      -2.725743 0.2589560 -10.525891  6.563718e-26  1.674743e-24    3470             Mir24-2
+
+Mir3074-2         Mir3074-2    424.48288      -2.725743 0.2589560 -10.525891  6.563718e-26  1.674743e-24    3470         Mir3074-2
+
+Mir125b-2         Mir125b-2    493.08516      -2.938770 0.2803125 -10.483910  1.024200e-25  2.536401e-24    3837         Mir125b-2
+
+Mir150               Mir150    553.20599      -2.856250 0.2760016 -10.348671  4.243363e-25  1.020832e-23    4229               Mir150
+
+Mir182               Mir182    886.79583       5.089394 0.4937848  10.306907  6.557770e-25  1.533789e-23    7189               Mir182
+
+Mir148a             Mir148a 118994.46955       2.695116 0.2621094  10.282410  8.458605e-25  1.924904e-23 1002397             Mir148a
+
+Mir199b             Mir199b     47.84725      -5.417036 0.5304738 -10.211694  1.757697e-24  3.894687e-23     370             Mir199b
+
+Snord104           Snord104   3851.90119       2.396960 0.2371478  10.107451  5.119918e-24  1.105377e-22   33458           Snord104
+
+Mir193               Mir193     45.70861       5.113887 0.5386870   9.493243  2.239557e-21  4.714267e-20     421               Mir193
+
+Mir200b             Mir200b     87.13638       6.279428 0.6679043   9.401688  5.369454e-21  1.102703e-19     888             Mir200b
+
+5430416N02Rik 5430416N02Rik     62.15966       3.116558 0.3399987   9.166382  4.891610e-20  9.806514e-19     564 5430416N02Rik
+
+Mir802               Mir802    166.83414       9.771028 1.0750153   9.089199  9.977106e-20  1.953657e-18    1514               Mir802
+
+Mir125b-1         Mir125b-1     79.01988      -3.046196 0.3356809  -9.074680  1.140124e-19  2.181783e-18     609         Mir125b-1
+
+2610203C20Rik 2610203C20Rik     79.17666      -3.049266 0.3363186  -9.066600  1.227890e-19  2.297519e-18     610 2610203C20Rik
+
+Snord91a           Snord91a    168.95251       2.722976 0.3035329   8.970941  2.939927e-19  5.381346e-18    1437           Snord91a
+
+Mir194-1           Mir194-1     71.10636       3.788463 0.4230333   8.955471  3.382877e-19  6.060389e-18     635           Mir194-1
+
+Mir181a-1         Mir181a-1     59.53826      -3.173584 0.3580582  -8.863320  7.766622e-19  1.362395e-17     506         Mir181a-1
+
+Mir181a-2         Mir181a-2    347.82506      -2.863247 0.3233431  -8.855136  8.358205e-19  1.436247e-17    2817         Mir181a-2
+
+Mir184               Mir184     32.23796      -4.996780 0.5668564  -8.814896  1.197967e-18  2.017377e-17     247               Mir184
+
+
+
+ +
Differential images and outputs
+(Click on a thumbnail image to download the corresponding original PDF image)
+
+ + + + + + +
Image called Differential_rowsum_bar_charts.pdfImage called Differential_venn_edgeRtest_significant_genes_overlap.pdf
+ +
Differential log output
+ +
+
+[1] @@@ Quantiles for non-zero row counts:
+
+       0%       10%       20%       30%       40%       50%       60%       70%       80%       90%      100% 
+
+      1.0       1.0       2.0       3.0       4.0       8.0      13.0      24.0      86.6     753.0 2325567.0 
+
+[1] Read 3242 contigs. Removed 1494 with no reads. After filtering at count quantile =0.3, there are 1141 contigs
+
+[1] "@@ using genecards substitution for urls"
+
+[1] @@ Total low count contigs per sample =  1,1,1,1,1,1,1,1
+
+[1] Using samples: liver_X11706Liv_CAAAAG_L003_R1_001_trimmed.fastq_bwa.sam.bam,liver_X11700Liv_ATTCCT_L003_R1_001_trimmed.fastq_bwa.sam.bam,liver_X11698Liv_ACTGAT_L003_R1_001_trimmed.fastq_bwa.sam.bam,liver_X11699Liv_ATGAGC_L003_R1_001_trimmed.fastq_bwa.sam.bam,heart_X11706He_AGTTCC_L001_R1_001_trimmed.fastq_bwa.sam.bam,heart_X11699He_GGCTAC_L001_R1_001_trimmed.fastq_bwa.sam.bam,heart_X11698He_TAGCTT_L001_R1_001_trimmed.fastq_bwa.sam.bam,heart_X11700He_CTTGTA_L001_R1_001_trimmed.fastq_bwa.sam.bam
+
+[1] Using design matrix:
+
+  (Intercept) groupliver
+
+1           1          1
+
+2           1          1
+
+3           1          1
+
+4           1          1
+
+5           1          0
+
+6           1          0
+
+7           1          0
+
+8           1          0
+
+attr(,"assign")
+
+[1] 0 1
+
+attr(,"contrasts")
+
+attr(,"contrasts")$group
+
+[1] contr.treatment
+
+[1] "Raw sample read totals 2443751,1644652,1682104,1806045,1440960,1341813,2888924,1428365"
+
+[1] heart liver
+
+
+
+ +
Differential log output
+ +
+
+Attaching package: ‘gplots’
+
+The following object is masked from ‘package:stats’:
+
+    lowess
+
+Loading required package: limma
+
+Loading required package: methods
+
+Loading required package: splines
+
+Loading required package: DESeq2
+
+Loading required package: GenomicRanges
+
+Loading required package: BiocGenerics
+
+Loading required package: parallel
+
+Attaching package: ‘BiocGenerics’
+
+The following objects are masked from ‘package:parallel’:
+
+    clusterApply, clusterApplyLB, clusterCall, clusterEvalQ, clusterExport, clusterMap, parApply, parCapply, parLapply, parLapplyLB, parRapply, parSapply, parSapplyLB
+
+The following object is masked from ‘package:limma’:
+
+    plotMA
+
+The following object is masked from ‘package:stats’:
+
+    xtabs
+
+The following objects are masked from ‘package:base’:
+
+    anyDuplicated, append, as.data.frame, as.vector, cbind, colnames, do.call, duplicated, eval, evalq, Filter, Find, get, intersect, is.unsorted, lapply, Map, mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, Position, rank, rbind, Reduce, rep.int, rownames, sapply, setdiff, sort, table, tapply, union, unique, unlist
+
+Loading required package: IRanges
+
+Attaching package: ‘IRanges’
+
+The following object is masked from ‘package:gplots’:
+
+    space
+
+Loading required package: GenomeInfoDb
+
+Loading required package: Rcpp
+
+Loading required package: RcppArmadillo
+
+gene-wise dispersion estimates
+
+mean-dispersion relationship
+
+final dispersion estimates
+
+Warning message:
+
+closing unused connection 4 (edgeR.log) 
+
+Warning message:
+
+In sink() : no sink to remove
+
+
+
+ +
VOOM images and outputs
+(Click on a thumbnail image to download the corresponding original PDF image)
+
+ + + + + + +
Image called VOOM_edgeRtest_mean_variance_plot.pdfImage called VOOM_edgeRtest_qqplot.pdf
+ +
VOOM log output
+ +
+
+# VOOM top 50
+
+                     Contig      logFC    AveExpr          t      P.Value    adj.P.Val         B  NReads                                                                                               URL
+
+Mir192               Mir192   6.689950 14.4417888  50.335160 1.802287e-16 2.056409e-13 27.414844 2325567               Mir192
+
+Mir208a             Mir208a -10.458438  3.8918506 -29.183545 2.249812e-13 1.283518e-10 19.141041    4638             Mir208a
+
+Mir3073             Mir3073   8.318578  2.6485638  25.821264 1.102217e-12 4.192097e-10 18.063600     904             Mir3073
+
+Mir802               Mir802   8.992449  2.9857711  25.195575 1.514327e-12 4.319618e-10 17.906674    1514               Mir802
+
+Mir208b             Mir208b -12.256447  4.4678897 -22.360114 7.074494e-12 1.614400e-09 16.920424   14756             Mir208b
+
+Mir499               Mir499 -11.104485  3.8066799 -21.990054 8.769804e-12 1.667724e-09 16.728874    6527               Mir499
+
+Mir10b               Mir10b  -4.775768 12.4173688 -21.487387 1.180685e-11 1.924516e-09 17.249348  197340               Mir10b
+
+Mir148a             Mir148a   2.751538 15.4237642  20.289553 2.464883e-11 3.515539e-09 16.455471 1002397             Mir148a
+
+Mir490               Mir490  -8.497742  3.6613221 -18.336110 8.980482e-11 1.138526e-08 13.923237    1741               Mir490
+
+Mir122a             Mir122a  10.197963  8.1512374  17.467826 1.663427e-10 1.897970e-08 14.215445   90428             Mir122a
+
+Mir133b             Mir133b  -6.172367  1.3497975 -17.274094 1.916064e-10 1.987481e-08 13.840201     159             Mir133b
+
+Mir149               Mir149  -7.041176  6.0886889 -16.861286 2.602547e-10 2.474589e-08 13.714880    6164               Mir149
+
+Mir101b             Mir101b   3.837883 10.6216725  15.443054 7.873164e-10 6.910215e-08 13.054350   59019             Mir101b
+
+Mir143               Mir143  -1.912927 16.0353646 -14.922755 1.209475e-09 9.857220e-08 12.374988 1399819               Mir143
+
+Mir194-2           Mir194-2   5.534694  6.2627211  14.703097 1.455682e-09 1.107289e-07 12.316769    3570           Mir194-2
+
+Mir23a               Mir23a  -2.905961  8.6431895 -14.558394 1.646894e-09 1.174441e-07 12.339306   10118               Mir23a
+
+Mir1983             Mir1983  -5.612359  1.1061384 -14.266537 2.119488e-09 1.422551e-07 11.743589     101             Mir1983
+
+Mir27a               Mir27a  -2.849084 10.0939084 -14.158498 2.329669e-09 1.476752e-07 11.960195   21886               Mir27a
+
+Cyp3a25             Cyp3a25   6.312461  1.6425308  13.845627 3.074630e-09 1.846396e-07 11.502713     226             Cyp3a25
+
+Mir200a             Mir200a   6.129125  1.8320913  13.226966 5.410979e-09 3.086963e-07 10.979834     264             Mir200a
+
+Mir181d             Mir181d  -3.405544  6.3702152 -13.064584 6.300369e-09 3.423201e-07 11.006301    2139             Mir181d
+
+Mir153               Mir153  -5.698257  1.5328802 -12.832092 7.856705e-09 3.829623e-07 10.583835     140               Mir153
+
+Mir204               Mir204  -7.718081  4.5031856 -12.808496 8.036265e-09 3.829623e-07 10.353229    2601               Mir204
+
+Gm5441               Gm5441  -5.716851  1.5430406 -12.806028 8.055298e-09 3.829623e-07 10.562881     142               Gm5441
+
+Rabggtb             Rabggtb   2.327908  9.9369857  12.760291 8.416902e-09 3.841474e-07 10.654006   19535             Rabggtb
+
+Mir504               Mir504  -5.122304  0.8161671 -12.391521 1.205304e-08 5.289430e-07 10.144865      69               Mir504
+
+Mir133a-1         Mir133a-1  -4.912497  0.7297882 -12.335045 1.274466e-08 5.385801e-07 10.076395      60         Mir133a-1
+
+Mir195               Mir195  -2.954216  7.3530970 -12.081859 1.641098e-08 6.603731e-07 10.055879    3962               Mir195
+
+Mir27b               Mir27b  -1.496991 14.9464877 -12.059553 1.678424e-08 6.603731e-07  9.674850  625308               Mir27b
+
+Snord52             Snord52   2.631712  9.7652181  11.922618 1.928407e-08 7.334374e-07  9.811774   18059             Snord52
+
+Mir322               Mir322  -3.029558  8.1188344 -11.736839 2.333148e-08 8.587488e-07  9.679815    7074               Mir322
+
+Mir181c             Mir181c  -3.676262  9.6244506 -11.575598 2.758358e-08 9.835271e-07  9.453057   23605             Mir181c
+
+Mir1948             Mir1948   7.101780  4.7821564  11.471202 3.077353e-08 1.033009e-06  9.233632    2404             Mir1948
+
+0610031O16Rik 0610031O16Rik   4.519875  0.7388871  11.470939 3.078205e-08 1.033009e-06  9.284014      78 0610031O16Rik
+
+Mir201               Mir201  -4.964105  0.7490919 -11.289794 3.729283e-08 1.210650e-06  9.114028      63               Mir201
+
+Mir21                 Mir21   2.746616 13.2835800  11.267331 3.819755e-08 1.210650e-06  8.925217  229120                 Mir21
+
+Mir184               Mir184  -5.569565  2.3521173 -11.190343 4.148052e-08 1.279170e-06  8.854599     247               Mir184
+
+1810019D21Rik 1810019D21Rik   5.164581  1.0784751  11.082009 4.662057e-08 1.399844e-06  8.951908     117 1810019D21Rik
+
+Mir203               Mir203   2.216791  8.5426169  10.866758 5.896538e-08 1.725115e-06  8.715639    6739               Mir203
+
+1110038B12Rik 1110038B12Rik   2.383720 10.6847245  10.832157 6.125623e-08 1.744094e-06  8.573067   37066 1110038B12Rik
+
+Snord104           Snord104   2.571210 10.4798167  10.811468 6.267120e-08 1.744094e-06  8.561110   33458           Snord104
+
+Mir182               Mir182   5.196800  7.2088299  10.640454 7.579543e-08 2.021320e-06  8.545839    7189               Mir182
+
+Mir547               Mir547  -4.542934  0.5799793 -10.635980 7.617593e-08 2.021320e-06  8.435473      42               Mir547
+
+Mir143hg           Mir143hg  -2.291921 16.3789153 -10.597275 7.955395e-08 2.062978e-06  7.952584 1407364           Mir143hg
+
+Scnn1b               Scnn1b  -4.541403  0.5700621 -10.243065 1.190487e-07 3.018546e-06  8.023327      45               Scnn1b
+
+Mir125b-2         Mir125b-2  -2.896115  7.2737925 -10.091091 1.420082e-07 3.522420e-06  7.876068    3837         Mir125b-2
+
+Mir1a-1             Mir1a-1  -4.402568  0.4498447  -9.950346 1.675164e-07 4.066729e-06  7.692790      42             Mir1a-1
+
+Mir378               Mir378  -2.733247  7.2964165  -9.922980 1.730212e-07 4.112858e-06  7.672216    4075               Mir378
+
+Mir199b             Mir199b  -5.651345  2.8029895  -9.883978 1.812024e-07 4.219426e-06  7.548022     370             Mir199b
+
+Mir155               Mir155  -4.158272  3.8002361  -9.845490 1.896814e-07 4.328530e-06  7.604112     463               Mir155
+
+
+
+ +
edgeR images and outputs
+(Click on a thumbnail image to download the corresponding original PDF image)
+
+ + + + + + + + + + + + + + + +
Image called edgeR_edgeRtest_BCV_vs_abundance.pdfImage called edgeR_edgeRtest_GoodnessofFit.pdfImage called edgeR_edgeRtest_MDSplot.pdf
Image called edgeR_edgeRtest_qqplot.pdfImage called edgeR_edgeRtest_smearplot.pdfImage called edgeR_edgeRtest_top_100_heatmap.pdf
+ +
edgeR log output
+ +
+
+[1] Common Dispersion = 0.228651459675839 CV =  0.478175134940995 getPriorN =  3.33333333333333
+
+[1] "No GLM fit outlier genes found\n"
+
+[1] @@ edgeR Top tags\n
+
+                       Name      logFC    logCPM        LR        PValue   adj.p.value Dispersion totreads                                                                                               URL
+
+Mir208a             Mir208a -11.840751  8.465017 594.16946 3.104543e-131 3.542284e-128 0.05171220     4638             Mir208a
+
+Mir149               Mir149  -7.008984  8.861767 484.30321 2.473909e-107 1.411365e-104 0.04959937     6164               Mir149
+
+Mir208b             Mir208b -13.291635  9.905945 417.69758  7.737466e-93  2.942816e-90 0.10508096    14756             Mir208b
+
+Mir122a             Mir122a  10.514683 12.478088 415.17429  2.740528e-92  7.817355e-90 0.10803882    90428             Mir122a
+
+Mir204               Mir204  -7.498162  7.634507 341.30678  3.313429e-76  7.561245e-74 0.06907958     2601               Mir204
+
+Mir499               Mir499 -13.577454  8.700078 325.79199  7.930762e-73  1.508166e-70 0.12042284     6527               Mir499
+
+Mir490               Mir490  -8.534394  6.991023 303.17184  6.710365e-68  1.093790e-65 0.07949711     1741               Mir490
+
+Mir192               Mir192   6.953853 17.169364 217.22866  3.638312e-49  5.189142e-47 0.12700995  2325567               Mir192
+
+Mir802               Mir802  11.440805  6.593380 212.88058  3.231647e-48  4.097010e-46 0.12273671     1514               Mir802
+
+Mir1948             Mir1948   7.418142  7.252734 195.66958  1.840248e-44  2.099723e-42 0.12060221     2404             Mir1948
+
+Mir194-2           Mir194-2   5.298950  7.811522 191.85588  1.250960e-43  1.297587e-41 0.08670751     3570           Mir194-2
+
+Mir23a               Mir23a  -3.153807  9.529402 177.53185  1.676248e-40  1.593833e-38 0.04442763    10118               Mir23a
+
+Mir181c             Mir181c  -3.767686 10.639598 169.87390  7.883296e-39  6.919108e-37 0.06368883    23605             Mir181c
+
+Mir3073             Mir3073  10.686337  5.859950 164.86740  9.778601e-38  7.969560e-36 0.14069249      904             Mir3073
+
+Mir181d             Mir181d  -3.643963  7.300371 162.18591  3.767663e-37  2.865936e-35 0.05729574     2139             Mir181d
+
+Mir195               Mir195  -3.203683  8.215089 150.20548  1.563314e-34  1.114838e-32 0.05235020     3962               Mir195
+
+Mir10b               Mir10b  -5.182616 13.946466 147.24792  6.926822e-34  4.649120e-32 0.12268790   197340               Mir10b
+
+Mir101b             Mir101b   3.759962 11.863187 136.31359  1.703813e-31  1.080028e-29 0.07961343    59019             Mir101b
+
+Mir378               Mir378  -3.115599  8.119617 126.76408  2.092233e-29  1.256441e-27 0.05942391     4075               Mir378
+
+Mir27a               Mir27a  -3.064687 10.642480 124.98911  5.117477e-29  2.919521e-27 0.06113852    21886               Mir27a
+
+Mir182               Mir182   5.057509  8.846381 123.17765  1.275060e-28  6.927826e-27 0.13653707     7189               Mir182
+
+Mir322               Mir322  -3.194159  9.012888 107.34926  3.732413e-25  1.935765e-23 0.07536483     7074               Mir322
+
+Mir199b             Mir199b  -5.520119  4.792610 102.10724  5.259607e-24  2.609223e-22 0.13417024      370             Mir199b
+
+Mir181a-2         Mir181a-2  -3.000177  7.637692 101.38361  7.578821e-24  3.603098e-22 0.06896653     2817         Mir181a-2
+
+Mir125b-2         Mir125b-2  -2.987759  8.144514  91.72544  9.957640e-22  4.488356e-20 0.07737381     3837         Mir125b-2
+
+Dnm3os               Dnm3os  -3.331215  6.686950  91.67250  1.022763e-21  4.488356e-20 0.08810497     1401               Dnm3os
+
+Mir184               Mir184  -5.111350  4.234160  84.35542  4.133639e-20  1.686711e-18 0.13502324      247               Mir184
+
+Mir215               Mir215  -3.058208  6.447966  84.35278  4.139167e-20  1.686711e-18 0.08138517     1182               Mir215
+
+Mir133b             Mir133b  -8.383611  3.584760  83.96681  5.031521e-20  1.960318e-18 0.17482280      159             Mir133b
+
+Mir150               Mir150  -2.883446  8.307765  83.91918  5.154209e-20  1.960318e-18 0.08008123     4229               Mir150
+
+Mir3074-2         Mir3074-2  -2.778308  7.935651  83.74839  5.619282e-20  2.040616e-18 0.07424646     3470         Mir3074-2
+
+Mir24-2             Mir24-2  -2.778307  7.935651  83.71222  5.723023e-20  2.040616e-18 0.07427992     3470             Mir24-2
+
+Mir193               Mir193   5.176579  4.801090  83.19222  7.445011e-20  2.574169e-18 0.14794861      421               Mir193
+
+Scarna17           Scarna17   2.182159  9.244479  81.91330  1.421894e-19  4.771710e-18 0.04982909     9224           Scarna17
+
+Mir214               Mir214  -3.271172  6.271755  80.43948  2.997457e-19  9.771711e-18 0.09566584     1048               Mir214
+
+Snord104           Snord104   2.330488 11.053611  79.50529  4.809370e-19  1.524303e-17 0.05915990    33458           Snord104
+
+Mir200a             Mir200a   7.201555  4.139422  77.35503  1.428304e-18  4.365755e-17 0.19287764      264             Mir200a
+
+Mir200b             Mir200b   6.525423  5.752604  77.31985  1.453976e-18  4.365755e-17 0.26237966      888             Mir200b
+
+Mir21                 Mir21   2.923147 13.825255  75.51798  3.620939e-18  1.059357e-16 0.09395834   229120                 Mir21
+
+Mir203               Mir203   1.956427  8.767610  75.17870  4.299815e-18  1.226522e-16 0.04381710     6739               Mir203
+
+Mir155               Mir155  -3.886731  5.068563  73.81316  8.587210e-18  2.389758e-16 0.12522673      463               Mir155
+
+Cyp3a25             Cyp3a25   8.681501  3.972085  72.29680  1.851472e-17  5.029834e-16 0.23125383      226             Cyp3a25
+
+Rabggtb             Rabggtb   1.934093 10.298211  72.02043  2.129809e-17  5.651423e-16 0.04596646    19535             Rabggtb
+
+Mir23b               Mir23b  -2.100584 10.184110  71.44225  2.854936e-17  7.403367e-16 0.05416378    16387               Mir23b
+
+Snord52             Snord52   2.207491 10.217554  71.27974  3.100028e-17  7.860292e-16 0.05941483    18059             Snord52
+
+Gm5441               Gm5441  -6.881248  3.538457  70.05615  5.764005e-17  1.429724e-15 0.20097284      142               Gm5441
+
+Mir153               Mir153  -6.857671  3.517446  69.37600  8.137283e-17  1.975455e-15 0.20158808      140               Mir153
+
+Mir132               Mir132  -2.858294  5.938312  64.52507  9.531204e-16  2.265647e-14 0.09274248      857               Mir132
+
+1110038B12Rik 1110038B12Rik   2.195962 11.253090  62.92015  2.152583e-15  5.012443e-14 0.06712174    37066 1110038B12Rik
+
+Snord91a           Snord91a   2.654072  6.557504  62.40549  2.795431e-15  6.379174e-14 0.08637410     1437           Snord91a
+
+[1] @@ 416 tags significant at adj p= 0.05
+
+
+
+ +
Other log output
+ +
+
+## Toolfactory generated command line = Rscript - None None
+
+Got TCols=1 5 6 7; CCols=2 3 4 8
+
+R version 3.1.0 (2014-04-10)
+
+Platform: x86_64-unknown-linux-gnu (64-bit)
+
+locale:
+
+ [1] LC_CTYPE=en_AU.UTF-8       LC_NUMERIC=C               LC_TIME=en_AU.UTF-8        LC_COLLATE=en_AU.UTF-8     LC_MONETARY=en_AU.UTF-8    LC_MESSAGES=en_AU.UTF-8    LC_PAPER=en_AU.UTF-8       LC_NAME=C                  LC_ADDRESS=C               LC_TELEPHONE=C             LC_MEASUREMENT=en_AU.UTF-8 LC_IDENTIFICATION=C       
+
+attached base packages:
+
+[1] parallel  splines   methods   stats     graphics  grDevices utils     datasets  base     
+
+other attached packages:
+
+ [1] RColorBrewer_1.1-2        DESeq2_1.4.5              RcppArmadillo_0.4.600.4.0 Rcpp_0.11.4               GenomicRanges_1.16.4      GenomeInfoDb_1.0.2        IRanges_1.22.10           BiocGenerics_0.10.0       stringr_0.6.2             edgeR_3.6.8               limma_3.20.9              gplots_2.16.0            
+
+loaded via a namespace (and not attached):
+
+ [1] annotate_1.42.1      AnnotationDbi_1.26.1 Biobase_2.24.0       bitops_1.0-6         caTools_1.17.1       DBI_0.3.1            gdata_2.13.3         genefilter_1.46.1    geneplotter_1.42.0   grid_3.1.0           gtools_3.4.1         KernSmooth_2.23-13   lattice_0.20-29      locfit_1.5-9.1       RSQLite_1.0.0        stats4_3.1.0         survival_2.37-7      XML_3.98-1.1         xtable_1.7-4         XVector_0.4.0       
+
+
+
+ +
All output files available for downloading
+ +
+ + + + + + + + + + + + + + + + + + + + + + + +
Output File Name (click to view)Size
DESeq2.log10.5 KB
DESeq2_edgeRtest_MA_plot.pdf14.9 KB
DESeq2_edgeRtest_PCA_plot.pdf4.9 KB
DESeq2_edgeRtest_dispersion_estimates.pdf188.4 KB
DESeq2_edgeRtest_qqplot.pdf12.8 KB
DESeq2_edgeRtest_sample_distance_plot.pdf9.4 KB
Differential.log1.4 KB
Differential_Counts.Rscript28.3 KB
Differential_Counts_error.log1.6 KB
Differential_Counts_runner.log1.4 KB
Differential_rowsum_bar_charts.pdf6.3 KB
Differential_venn_edgeRtest_significant_genes_overlap.pdf9.7 KB
VOOM.log10.1 KB
VOOM_edgeRtest_mean_variance_plot.pdf18.3 KB
VOOM_edgeRtest_qqplot.pdf17.5 KB
edgeR.log10.4 KB
edgeR_edgeRtest_BCV_vs_abundance.pdf17.4 KB
edgeR_edgeRtest_GoodnessofFit.pdf13.1 KB
edgeR_edgeRtest_MDSplot.pdf4.9 KB
edgeR_edgeRtest_qqplot.pdf15.2 KB
edgeR_edgeRtest_smearplot.pdf16.6 KB
edgeR_edgeRtest_top_100_heatmap.pdf11.2 KB

+
+ diff -r 34eedc5fe099 -r 1e20061decdd test-data/edgeRtest1out.xls --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/edgeRtest1out.xls Wed Apr 29 12:07:19 2015 -0400 @@ -0,0 +1,1142 @@ +Name logFC logCPM LR PValue adj.p.value Dispersion totreads liver_X11706Liv_CAAAAG_L003_R1_001_trimmed.fastq_bwa.sam.bam liver_X11700Liv_ATTCCT_L003_R1_001_trimmed.fastq_bwa.sam.bam liver_X11698Liv_ACTGAT_L003_R1_001_trimmed.fastq_bwa.sam.bam liver_X11699Liv_ATGAGC_L003_R1_001_trimmed.fastq_bwa.sam.bam heart_X11706He_AGTTCC_L001_R1_001_trimmed.fastq_bwa.sam.bam heart_X11699He_GGCTAC_L001_R1_001_trimmed.fastq_bwa.sam.bam heart_X11698He_TAGCTT_L001_R1_001_trimmed.fastq_bwa.sam.bam heart_X11700He_CTTGTA_L001_R1_001_trimmed.fastq_bwa.sam.bam liver_X11706Liv_CAAAAG_L003_R1_001_trimmed.fastq_bwa.sam.bam liver_X11700Liv_ATTCCT_L003_R1_001_trimmed.fastq_bwa.sam.bam liver_X11698Liv_ACTGAT_L003_R1_001_trimmed.fastq_bwa.sam.bam liver_X11699Liv_ATGAGC_L003_R1_001_trimmed.fastq_bwa.sam.bam heart_X11706He_AGTTCC_L001_R1_001_trimmed.fastq_bwa.sam.bam heart_X11699He_GGCTAC_L001_R1_001_trimmed.fastq_bwa.sam.bam heart_X11698He_TAGCTT_L001_R1_001_trimmed.fastq_bwa.sam.bam heart_X11700He_CTTGTA_L001_R1_001_trimmed.fastq_bwa.sam.bam +Mir208a -11.8407506325994 8.46501715136261 594.169461788588 3.10454340520719e-131 3.54228402534141e-128 0.0517121951525415 4638 0 0 0 0.539638866040004 789.596577514809 739.374891373071 627.962821069374 673.126883915814 0 0 0 1 1060 956 1693 928 +Mir149 -7.00898388335122 8.86176664758882 484.303208159111 2.47390942083987e-107 1.41136532458914e-104 0.0495993679492896 6164 9.41025046314352 5.51321148265855 4.26049561369029 8.63422185664007 1042.11850183323 868.533475953932 851.254975991856 934.979044577031 25 9 8 16 1399 1123 2295 1289 +Mir208b -13.2916347677151 9.90594480087289 417.697578727504 7.73746551125031e-93 2.94281604944553e-90 0.105080963479123 14756 0.376410018525741 0 0 0 1526.30508238476 1273.79753775256 3302.64675652788 1563.13408926571 1 0 0 0 2049 1647 8904 2155 +Mir122a 10.5146833712803 12.4780878408673 415.174286432694 2.74052770257465e-92 7.81735527159419e-90 0.108038824620343 90428 11204.5970214557 14844.628206585 6343.34540683313 13201.1855799366 8.93882917941294 5.41383288662291 10.0147644234336 5.8028179647915 29767 24233 11911 24463 12 7 27 8 +Mir204 -7.49816212336048 7.63450677628189 341.306784912854 3.31342909192416e-76 7.56124518777094e-74 0.0690795842951528 2601 1.8820500926287 1.22515810725746 0.532561951711286 4.85674979436004 425.339288453732 424.599179250854 342.356576401082 392.415564869025 5 2 1 9 571 549 923 541 +Mir499 -13.5774541855868 8.70007828481468 325.791991149153 7.93076155694377e-73 1.50816648941214e-70 0.120422839284927 6527 0 0 0 0 647.32021307582 564.58542960496 1538.19363199923 566.50010381277 0 0 0 0 869 730 4147 781 +Mir490 -8.53439419160321 6.99102321339932 303.171840011248 6.71036527101623e-68 1.09378953917565e-65 0.0794971088607054 1741 1.12923005557722 0.612579053628728 0 0.539638866040004 262.950558361064 240.528861105675 278.187900650933 233.563423082858 3 1 0 1 353 311 750 322 +Mir192 6.95385326892823 17.1693636192881 217.228663189203 3.63831152188904e-49 5.18914180809424e-47 0.127009950205414 2325567 249233.494796504 300364.049628613 335966.174675113 284173.826856666 2394.11641521943 2446.27906005547 2236.25980403264 2358.84550268775 662133 490327 630849 526600 3214 3163 6029 3252 +Mir802 11.4408053854895 6.59338011170441 212.880584185723 3.23164660393739e-48 4.09700975010284e-46 0.122736709116123 1514 207.778330226209 245.64420050512 111.305447907659 189.952880846082 0 0 0 0 552 401 209 352 0 0 0 0 +Mir1948 7.41814210391099 7.25273383973858 195.669583395952 1.84024805337572e-44 2.0997230289017e-42 0.120602206022636 2404 327.100306098869 396.951226751416 137.933545493223 332.957180346683 1.48980486323549 1.54680939617797 1.11275160260373 2.90140898239575 869 648 259 617 2 2 3 4 +Mir194-2 5.2989500004112 7.81152218291727 191.855876570524 1.25095983644798e-43 1.29758652126104e-41 0.0867075108051565 3570 495.355584379875 529.88088138885 233.794696801255 474.882202115204 14.1531462007372 11.6010704713348 7.41834401735823 11.605635929583 1316 865 439 880 19 15 20 16 +Mir23a -3.15380742698008 9.52940174927932 177.531847119581 1.67624841439969e-40 1.59383286735837e-38 0.0444276305914111 10118 163.738358058697 140.280603280979 116.09850547306 176.461909195081 1440.64130274872 1245.95496862136 1320.83615229063 1307.81009881488 435 229 218 327 1934 1611 3561 1803 +Mir181c -3.76768628525163 10.6395980992134 169.873900900084 7.88329624570189e-39 6.9191084741122e-37 0.0636888302557337 23605 213.424480504095 224.203933628114 204.503789457134 230.425795799082 2598.21968148269 2407.60882515102 4385.72498306218 2492.31031587795 567 366 384 427 3488 3113 11824 3436 +Mir3073 10.6863366383693 5.85995006147614 164.867397698648 9.77860110098025e-38 7.96955989729891e-36 0.140692488968037 904 128.355816317278 133.542233691063 69.7656156741785 115.482717332561 0 0 0 0 341 218 131 214 0 0 0 0 +Mir181d -3.64396314911003 7.30037121099239 162.185914136024 3.76766286785041e-37 2.86593555481154e-35 0.0572957439778929 2139 22.5846011115444 25.7283202524066 24.4978497787192 20.5062769095202 309.879411552982 262.957597350256 285.97716186916 309.000056625147 60 42 46 38 416 340 771 426 +Mir195 -3.20368283579531 8.21508892700014 150.205483553103 1.56331363569556e-34 1.11483803645539e-32 0.0523501993564209 3962 59.472782927067 68.6088540064175 39.9421463783465 64.7566639248005 577.299384503752 535.196051077579 459.195494674474 574.478978514359 158 112 75 120 775 692 1238 792 +Mir10b -5.18261587718538 13.9464657676444 147.2479242931 6.92682218855341e-34 4.64912006890556e-32 0.122687897974268 197340 1129.98287561427 661.585377919026 633.216160584719 958.938264953088 25824.277499324 41838.1005478218 19239.4752090186 36019.5418119521 3002 1080 1189 1777 34668 54096 51870 49658 +Mir101b 3.75996221155207 11.8631868690484 136.313585748544 1.70381275861018e-31 1.08002797643012e-29 0.0796134341467803 59019 6422.68414610471 6778.7998074555 8655.72940116353 5882.60327870209 473.013044077268 420.732155760409 735.899726521936 415.626836728191 17063 11066 16253 10901 635 544 1984 573 +Mir378 -3.11559944052991 8.11961743410334 126.764083280248 2.09223317990255e-29 1.25644108329937e-27 0.0594239119360556 4075 51.9445825565522 55.1321148265855 65.5051200604882 57.2017198002405 452.900678423589 436.973654420278 705.113598849899 394.591621605822 138 90 123 106 608 565 1901 544 +Mir27a -3.06468708614915 10.642480146578 124.989109557168 5.11747734797658e-29 2.91952082702064e-27 0.0611385232589585 21886 357.213107580928 384.699645678841 213.024780684514 410.125538190403 2986.31384835554 2774.97605674328 2844.19309625514 2817.26812190627 949 628 400 760 4009 3588 7668 3884 +Mir182 5.05750948040129 8.84638119837792 123.177648891378 1.27505991541255e-28 6.9278255404082e-27 0.136537072604242 7189 622.958580660101 538.456988139652 1815.50369338377 580.111780993005 36.5002191492695 20.1085221503137 20.0295288468672 30.4647943151554 1655 879 3409 1075 49 26 54 42 +Mir322 -3.19415897658072 9.01288823765672 107.349258973227 3.73241273704377e-25 1.93576496953043e-23 0.0753648259338179 7074 98.2430148352183 139.66802422735 48.463137605727 120.879105992961 1012.32240456852 873.947308840555 945.467945012306 893.633966577891 261 228 91 224 1359 1130 2549 1232 +Mir199b -5.52011912263165 4.79261031680931 102.107236029403 5.25960742462847e-24 2.60922263978308e-22 0.134170239285099 370 1.50564007410296 0.612579053628728 0 2.15855546416002 54.3778775080954 49.4979006776952 53.0411597241113 58.753531893514 4 1 0 4 73 64 143 81 +Mir181a-2 -3.00017696665878 7.63769208843994 101.383612259125 7.57882098932715e-24 3.60309781200928e-22 0.0689665349411849 2817 29.3599814450078 42.2679547003822 61.2446244467979 44.2503870152804 353.828655018429 307.815069839417 428.409367002438 322.781749291527 78 69 115 82 475 398 1155 445 +Mir125b-2 -2.9877585440111 8.14451426922916 91.7254418802854 9.95763955789948e-22 4.48835619434997e-20 0.0773738109518609 3837 58.7199628900156 91.2742789906805 31.9537171026772 71.7719691833206 574.319774777281 457.082176570591 476.257685914398 502.669106200064 156 149 60 133 771 591 1284 693 +Dnm3os -3.33121457840683 6.68694995994924 91.6725015446216 1.02276302412883e-21 4.48835619434997e-20 0.0881049736660059 1401 19.9497309818643 22.0528459306342 10.6512390342257 21.5855546416002 180.266388451494 164.735200692954 181.749428425277 222.683139398874 53 36 20 40 242 213 490 307 +Mir184 -5.11134963595329 4.2341598124609 84.3554212384731 4.13363887568009e-20 1.68671059314378e-18 0.135023236054066 247 1.50564007410296 0 1.06512390342257 1.07927773208001 40.969633738976 31.7095926216485 33.382548078112 38.4436690167437 4 0 2 2 55 41 90 53 +Mir215 -3.05820800383826 6.4479656700429 84.3527788982882 4.13916709973934e-20 1.68671059314378e-18 0.0813851678580583 1182 21.0789610374415 18.9899506624906 14.911734647916 19.4269991774402 154.194803344873 177.883080560467 145.770459941089 145.795801365386 56 31 28 36 207 230 393 201 +Mir133b -8.38361054384031 3.58476018925042 83.9668065215881 5.0315211609318e-20 1.96031764429351e-18 0.174822803222282 159 0 0 0 0 23.8368778117678 20.1085221503137 28.5606244668292 17.4084538943745 0 0 0 0 32 26 77 24 +Mir150 -2.88344597401829 8.30776498481297 83.9191783610425 5.15420940655612e-20 1.96031764429351e-18 0.0800812275979458 4229 107.653265298362 60.6453263092441 41.5398322334803 91.7386072268007 628.697652285377 529.782218190956 442.504220635418 633.957862653472 286 99 78 170 844 685 1193 874 +Mir3074-2 -2.77830821443659 7.93565101977269 83.7483894130705 5.61928181881205e-20 2.04061554315334e-18 0.0742464607373226 3470 60.97842300117 77.7975398108485 34.6165268612336 75.5494412456006 479.717165961828 357.312970517112 509.64023399251 359.774713817073 162 127 65 140 644 462 1374 496 +Mir24-2 -2.77830716339527 7.93565101977269 83.7122248354802 5.72302343390946e-20 2.04061554315334e-18 0.0742799183910121 3470 60.97842300117 77.7975398108485 34.6165268612336 75.5494412456006 479.717165961828 357.312970517112 509.64023399251 359.774713817073 162 127 65 140 644 462 1374 496 +Mir193 5.17657945698294 4.80109016536153 83.1922209943082 7.44501138836416e-20 2.57416908912833e-18 0.14794861064067 421 62.8604730937987 61.8704844165015 32.4862790543885 44.7900258813204 1.48980486323549 1.54680939617797 1.48366880347165 0.725352245598938 167 101 61 83 2 2 4 1 +Scarna17 2.18215884846442 9.24447893340376 81.9132972172365 1.4218943367054e-19 4.77171011229665e-18 0.049829092234735 9224 894.726614035686 1073.23850195753 1049.67960682295 945.447293302087 246.562704865474 236.66183761523 147.625045945429 244.443706766842 2377 1752 1971 1752 331 306 398 337 +Mir214 -3.27117222597919 6.27175508956115 80.4394825647101 2.99745749252946e-19 9.77171142564603e-18 0.0956658377313895 1048 16.9384508336583 15.9270553943469 9.05355317909186 15.6495271151601 134.827340122812 126.064965788505 132.788357910712 166.105664242157 45 26 17 29 181 163 358 229 +Snord104 2.33048816945539 11.0536109583198 79.5052855988863 4.80936964994686e-19 1.52430299183038e-17 0.0591598954913851 33458 3519.8100832342 3436.56849085716 3968.6516641525 3247.00705696271 659.983554413322 556.851382624071 924.696581763703 673.852236161413 9351 5610 7452 6017 886 720 2493 929 +Mir200a 7.20155519119713 4.13942212491021 77.3550313038761 1.42830411655398e-18 4.36575462229068e-17 0.192877637132508 264 48.9333024083463 32.4666898423226 17.5745444064724 25.3630267038802 0 0 0.370917200867911 0 130 53 33 47 0 0 1 0 +Mir200b 6.52542270402342 5.7526035901785 77.3198468822713 1.45397612311171e-18 4.36575462229068e-17 0.262379661596075 888 186.699369188767 100.462964795111 35.1490888129449 83.6440242362007 2.97960972647098 0 1.11275160260373 0 496 164 66 155 4 0 3 0 +Mir21 2.92314674847095 13.8252552187134 75.5179835714893 3.62093905900832e-18 1.05935678623807e-16 0.0939583420089235 229120 24975.9339592385 27309.999368876 23026.3811061409 27267.9519010014 3442.1941365056 2786.57712721462 4659.83279450357 2633.75400376974 66353 44582 43237 50530 4621 3603 12563 3631 +Mir203 1.95642720042566 8.76760950530132 75.1786969580675 4.29981510385613e-18 1.22652225837496e-16 0.0438171045545435 6739 722.330825550897 781.650872430257 528.834018049307 727.972830287966 172.072461703699 187.937341635624 185.458600433956 165.380311996558 1919 1276 993 1349 231 243 500 228 +Mir155 -3.88673139219809 5.06856326459485 73.8131621460777 8.58720950757984e-18 2.38975757271917e-16 0.125226725303316 463 5.26974025936037 1.83773716088618 4.26049561369029 4.85674979436004 61.8269018242728 61.09897114903 71.216102566639 54.4014184199203 14 3 8 9 83 79 192 75 +Cyp3a25 8.68150072783595 3.97208455178284 72.2968014047295 1.85147245996439e-17 5.0298335162366e-16 0.231253834311446 226 28.6071614079563 18.3773716088618 49.5282615091496 14.5702493830801 0 0 0 0 76 30 93 27 0 0 0 0 +Rabggtb 1.93409253557112 10.2982114392526 72.0204300431855 2.12980882484671e-17 5.65142295151185e-16 0.0459664553601177 19535 1977.28182731572 2139.73863432515 1864.49939294121 1991.26741568762 576.554482072135 447.801320193523 594.209355790394 466.401493920117 5253 3493 3501 3690 774 579 1602 643 +Mir23b -2.10058406643854 10.1841098190743 71.442245853254 2.85493561629798e-17 7.40336713226362e-16 0.0541637831640901 16387 573.272458214703 463.722343596947 325.395352495596 396.094927673363 2041.77756506424 1700.71693109768 1957.33006897997 1846.0214650493 1523 757 611 734 2741 2199 5277 2545 +Snord52 2.20749081490955 10.2175538802558 71.2797399207412 3.1000275434528e-17 7.860292060177e-16 0.059414826546925 18059 1725.463524922 2276.34376328435 1688.75394887649 2126.71677106366 487.166190278005 457.082176570591 279.300652253537 470.753607393711 4584 3716 3171 3941 654 591 753 649 +Gm5441 -6.88124774958306 3.53845731865573 70.0561533230339 5.76400479003052e-17 1.42972379683148e-15 0.200972844317959 142 0 0 0 0.539638866040004 23.0919753801501 25.5223550369366 13.3530192312448 29.7394420695564 0 0 0 1 31 33 36 41 +Mir153 -6.85767082262717 3.51744623067348 69.3760000544981 8.13728315195448e-17 1.97545533540001e-15 0.20158808139134 140 0 0 0 0.539638866040004 23.0919753801501 24.7489503388476 13.3530192312448 29.0140898239575 0 0 0 1 31 32 36 40 +Mir132 -2.85829446033541 5.9383116377215 64.5250668096338 9.53120358759773e-16 2.26564651946854e-14 0.0927424789626379 857 14.3035807039781 13.476739179832 15.9768585513386 15.1098882491201 101.306730700013 96.6755872611234 122.031759085543 108.077484594242 38 22 30 28 136 125 329 149 +1110038B12Rik 2.19596241429194 11.2530901089756 62.9201539254372 2.15258308002664e-15 5.01244345777632e-14 0.0671217426143043 37066 3540.51263425312 4658.05112379285 3454.1968187994 4362.44059306739 1002.63867295748 937.366494083852 593.467521388658 963.267782155389 9406 7604 6486 8084 1346 1212 1600 1328 +Snord91a 2.65407214597277 6.55750436276945 62.4054883667118 2.79543098248353e-15 6.37917350202742e-14 0.0863740994750812 1437 136.636836724844 156.820237728954 190.65717871264 153.797076821401 29.7960972647098 22.4287362445806 30.0442932703008 18.1338061399734 363 256 358 285 40 29 81 25 +Mir429 5.15269248769436 4.97500509587437 62.0463934798785 3.35460186926825e-15 7.5050994761472e-14 0.223136284738216 499 99.7486549093213 50.2314823975557 21.8350400201627 54.5035254700404 2.23470729485323 0.773404698088987 1.11275160260373 2.17605673679681 265 82 41 101 3 1 3 3 +Mir1983 -7.89119092815421 3.07393094119058 59.7779377007229 1.06187060417477e-14 2.32998915262194e-13 0.243828267330517 101 0 0 0 0 22.3470729485323 11.6010704713348 10.3856816243015 20.3098628767703 0 0 0 0 30 15 28 28 +Mir871 5.44100554639565 4.3426727419003 59.2196813764706 1.41016359443512e-14 3.03584275707635e-13 0.222293611647509 290 30.8656215191107 49.618903343927 15.4442965996273 50.1864145417204 2.23470729485323 0.773404698088987 0.370917200867911 0 82 81 29 93 3 1 1 0 +Mir470 5.7192798057858 3.53049434029636 58.2621494548499 2.29415792989379e-14 4.84747073705335e-13 0.177306506214802 157 15.4328107595554 20.215108769748 18.1071063581837 25.3630267038802 0.744902431617745 0.773404698088987 0 0 41 33 34 47 1 1 0 0 +Mir194-1 3.81517806798602 5.39560319040528 56.7034359908851 5.06749287526515e-14 1.05127443103228e-12 0.164433285895155 635 82.810204075663 98.0126485805965 43.1375180886142 76.0890801116406 4.46941458970647 10.0542610751568 2.96733760694329 4.35211347359363 220 160 81 141 6 13 8 6 +Mir199a-2 -3.51257317334605 4.70765479341964 54.9848793517501 1.21460662564085e-13 2.47476099974324e-12 0.140460181991948 352 3.01128014820593 6.12579053628728 1.59768585513386 5.93602752644005 45.4390483286824 38.6702349044493 48.5901533136964 56.5774751567171 8 10 3 11 61 50 131 78 +Mir181a-1 -3.24296522166794 5.13734776629416 54.297680959501 1.72305048675081e-13 3.44912386909241e-12 0.13140886598198 506 6.39897031493759 8.57610675080219 5.32561951711286 5.93602752644005 56.6125848029486 47.1776865834282 89.3910454091666 55.1267706655193 17 14 10 11 76 61 241 76 +Serpina4-ps1 8.97564490348886 4.26727547744976 53.9844729014367 2.02080243529409e-13 3.97540617012166e-12 0.415322065896862 295 54.5794526862324 11.6390020189458 62.3097483502205 7.55494412456006 0 0 0 0 145 19 117 14 0 0 0 0 +Mir148a 2.63166044770208 15.985587786999 51.4269717850234 7.43105519554812e-13 1.43709050476617e-11 0.114635764779431 1002397 97331.349770349 108640.282582001 136570.719458794 104401.233218429 19509.7395865004 19053.5981421203 14784.3887093941 18770.6654116093 258578 177349 256441 193465 26191 24636 39859 25878 +Ahsg 9.63113735768653 6.53934580589891 50.1129960213601 1.45142528459183e-12 2.76012708286546e-11 0.702095536644509 1524 220.576270856084 11.0264229653171 468.121955554221 21.5855546416002 0 0.773404698088987 0 0 586 18 879 40 0 1 0 0 +Mir183 4.02037141040297 5.23326241094621 49.7427264426429 1.75286809383034e-12 3.27872540173839e-11 0.205166453464903 563 58.7199628900156 43.4931128076397 96.3937132597428 70.1530525852006 8.93882917941294 1.54680939617797 1.48366880347165 5.07746571919256 156 71 181 130 12 2 4 7 +Mir193b -3.22075819940219 4.28574024188459 49.3421020230525 2.14998315868497e-12 3.95666255493476e-11 0.126003042953187 260 3.01128014820593 2.45031621451491 4.79305756540158 4.31711092832003 40.969633738976 34.8032114140044 34.4952996807158 27.5633853327596 8 4 9 8 55 45 93 38 +5430416N02Rik 3.11082097490065 5.21173896307104 48.6513374031517 3.05759728928395e-12 5.53764842392537e-11 0.135066234821232 564 73.3999536125194 60.6453263092441 42.0723941851916 76.0890801116406 7.44902431617745 3.86702349044493 8.53109561996196 8.70422694718725 195 99 79 141 10 5 23 12 +2610203C20Rik -3.09112873400812 5.51162727684447 47.5959182819637 5.23774246306232e-12 9.33791273492829e-11 0.146029157171769 610 11.2923005557722 11.0264229653171 3.19537171026772 12.4116939189201 98.3271209735423 71.1532322241868 70.4742681649032 86.3169172262736 30 18 6 23 132 92 190 119 +Mir125b-1 -3.08786007614453 5.50879685134983 47.4225381807438 5.72209813281208e-12 1.00444830300594e-10 0.146309692009508 609 11.2923005557722 11.0264229653171 3.19537171026772 12.4116939189201 97.5822185419246 71.1532322241868 70.4742681649032 86.3169172262736 30 18 6 23 131 92 190 119 +Mir125a -2.61397094099346 11.5439144943772 46.4295456749092 9.49725989598715e-12 1.62648632429809e-10 0.125208554170328 37867 875.529703090873 1038.93407495432 389.30278670095 1050.67687217989 5636.67670005147 5714.68731417952 2692.1170438993 6494.07865484729 2326 1696 731 1947 7567 7389 7258 8953 +1810019D21Rik 7.76095241399665 3.13991491584428 46.4185312855393 9.55079611989235e-12 1.62648632429809e-10 0.309301473931414 117 15.8092207780811 22.0528459306342 15.9768585513386 4.85674979436004 0 0 0 0 42 36 30 9 0 0 0 0 +Mir128-1 -2.76940709730239 5.28735347376724 44.117068477322 3.09312008002066e-11 5.19007354603467e-10 0.126039162123964 527 7.15179035198907 12.2515810725746 7.45586732395801 12.9513327849601 86.4086820676584 63.4191852432969 64.9105101518845 55.8521229111182 19 20 14 24 116 82 175 77 +Mir375 4.83857318900646 3.19416598763148 43.6344894713954 3.95801703453038e-11 6.54506874840458e-10 0.19149414892714 123 17.3148608521841 16.5396344479757 13.8466107444934 11.3324161868401 0.744902431617745 0.773404698088987 0.370917200867911 0 46 27 26 21 1 1 1 0 +Mir99a -2.34159571006159 10.4403202021193 43.126030287639 5.1324845520202e-11 8.36594981979292e-10 0.110199343940663 17575 449.433562119734 573.986573250118 249.238993400882 559.605504083484 3023.55896993643 2471.8014150924 1103.8495897829 2689.60612668086 1194 937 468 1037 4059 3196 2976 3708 +Mir3102 -5.34671472630195 2.8608103843129 42.8713348026264 5.84610289647753e-11 9.39493437307164e-10 0.238574166010181 87 0 0.612579053628728 0 0.539638866040004 17.1327559272081 10.8276657732458 10.7565988251694 13.7816926663798 0 1 0 1 23 14 29 19 +Mir107 1.65094606171705 7.95189407322083 42.1758882780008 8.34222550314851e-11 1.32201101376284e-09 0.05618010882992 3843 389.207959155616 392.663173376015 374.923614004745 335.655374676883 130.357925533105 86.6213261859665 153.188803958447 103.000018875049 1034 641 704 622 175 112 413 142 +Mir504 -7.17220363516954 2.52959437351068 41.8664804796602 9.7723612729388e-11 1.5274334537566e-09 0.306232516234152 69 0 0 0 0 8.93882917941294 4.64042818853392 12.611184829509 12.3309881751819 0 0 0 0 12 6 34 17 +Mir133a-1 -7.04290368890745 2.38982817683061 41.5244169879617 1.16407890030213e-10 1.79488381789828e-09 0.281975922653634 60 0 0 0 0 11.9184389058839 8.50745167897886 9.27293002169778 5.8028179647915 0 0 0 0 16 11 25 8 +Mir145 -1.96461971147865 9.15251296645838 41.3621904800256 1.26480236198579e-10 1.92418599336772e-09 0.0823120220779379 7539 265.369063060647 269.53478359664 120.891563038462 272.517627350202 963.903746513362 928.085637706784 590.129266580847 1143.88049130952 705 440 227 505 1294 1200 1591 1577 +Mir3074-1 -3.10652716275978 3.84347864470404 40.7828130483665 1.70122742622999e-10 2.53344652159423e-09 0.134234973540412 189 1.8820500926287 4.2880533754011 3.19537171026772 2.15855546416002 24.5817802433856 20.1085221503137 25.5932868598859 28.2887375783586 5 7 6 4 33 26 69 39 +Mir24-1 -3.1065207891984 3.84347864470404 40.7731187477063 1.70968783665868e-10 2.53344652159423e-09 0.134280053482658 189 1.8820500926287 4.2880533754011 3.19537171026772 2.15855546416002 24.5817802433856 20.1085221503137 25.5932868598859 28.2887375783586 5 7 6 4 33 26 69 39 +Gm10069 7.18863623547312 6.31119303133778 39.7137190805278 2.94052655171688e-10 4.30146255834482e-09 0.661361585111939 1309 208.154740244735 7.35094864354474 373.325928149612 19.9666380434802 1.48980486323549 1.54680939617797 0.370917200867911 0.725352245598938 553 12 701 37 2 2 1 1 +Mir201 -7.0896146612098 2.43881004695601 39.2668101249444 3.69671969023745e-10 5.33918628678599e-09 0.327819601924038 63 0 0 0 0 3.72451215808872 11.6010704713348 10.3856816243015 10.8802836839841 0 0 0 0 5 15 28 15 +Mir582 -5.57356070452824 5.54436354723971 38.6526665896982 5.06340341982485e-10 7.22167912752519e-09 0.481203117028064 566 1.50564007410296 1.22515810725746 2.13024780684514 2.69819433020002 285.297631309596 27.8425691312035 38.2044716893949 21.0352151223692 4 2 4 5 383 36 103 29 +Mir497 -2.42258695078132 6.221741197063 38.5745554454475 5.27015214867085e-10 7.42375753288078e-09 0.121928482904805 963 24.8430612226989 28.7912155205502 14.3791726962047 25.9026655699202 147.490681460313 140.759655052196 72.3288541692427 145.070449119788 66 47 27 48 198 182 195 200 +C430049B03Rik -1.8464899758755 10.8687796413297 38.2928388747791 6.08856692564224e-10 8.47201812458268e-09 0.079931503727536 25716 751.314396977378 1013.20575470192 438.8310482101 1051.21651104593 3305.87699151955 2835.30162319423 2672.82934945417 2889.80334646617 1996 1654 824 1948 4438 3666 7206 3984 +Mir31 2.31693305142974 7.03152500517196 38.2544054233487 6.20967281538822e-10 8.53642973778067e-09 0.116482541701906 2078 269.50957326443 233.392619432545 116.09850547306 239.599656521762 40.2247313073582 29.3893785273815 66.765096156224 34.0915555431501 716 381 218 444 54 38 180 47 +Mir143hg -2.24830956338264 16.645127185383 38.084735046467 6.77380114292759e-10 9.20107988580997e-09 0.116393261379333 1407364 34065.4830865981 35211.0440025793 37511.0010687844 35776.4379018542 171004.271616759 176721.426703937 159514.425902049 170119.038217056 90501 57480 70435 66297 229566 228498 430054 234533 +Mir143 -2.25001005926934 16.6370864394946 38.0349856748376 6.94873835863659e-10 9.28521345134163e-09 0.116707217633569 1399819 33798.6083834633 34941.5092189826 37390.109505746 35503.3806356379 170040.367870246 175793.341066231 158924.296635468 168974.432373501 89792 57040 70208 65791 228272 227298 428463 232955 +Mir455 2.54685306883805 5.89107088537129 38.0210644135768 6.99849567761069e-10 9.28521345134163e-09 0.131773432695376 895 88.4563543535491 120.678073564859 56.9841288331076 127.894411251481 17.1327559272081 13.9212845656018 22.2550320520747 13.0563404207809 235 197 107 237 23 18 60 18 +Snord45b 1.98646204377688 7.17696176691226 37.8456300556826 7.65697068614688e-10 1.0042073049303e-08 0.0877432231794897 2199 233.374211485959 280.561206561957 129.945116217554 269.279794153962 73.000438298539 55.6851382624071 51.1865737197718 50.7746571919256 620 458 244 499 98 72 138 70 +Mirlet7e -2.00698105598646 6.74262162847891 37.3564737420719 9.8393728522989e-10 1.27576413914466e-08 0.0900277125738132 1576 42.9107421119344 46.5560080757833 34.0839649095223 45.8693036134004 173.562266566935 123.744751694238 240.354346162407 142.169040137392 114 76 64 85 233 160 648 196 +Scarna6 1.74183276088662 7.30451845333958 36.9767743806045 1.19544782812485e-09 1.52783830117006e-08 0.0699186168604539 2398 221.705500911661 306.289526814364 168.822138692478 267.121238689802 67.041218845597 68.0596134318308 83.0854529944121 68.9084633318991 589 500 317 495 90 88 224 95 +Mir301 -1.71929491616061 7.22532544530321 36.9610446452332 1.20513100004650e-09 1.52783830117006e-08 0.0684434377314012 2119 73.7763636310452 73.5094864354474 46.8654517505932 83.6440242362007 245.072900002238 205.72564969167 246.659938577161 217.605673679681 196 120 88 155 329 266 665 300 +0610031O16Rik 7.11909579222261 2.62710053322051 36.8788040660908 1.25705144867271e-09 1.57614912410501e-08 0.31817691252417 78 12.4215306113494 6.12579053628728 13.3140487927822 5.39638866040004 0 0 0 0 33 10 25 10 0 0 0 0 +D7Ertd143e 7.01439876111439 2.54516516282715 35.3014452230111 2.824224062006e-09 3.50265179864005e-08 0.322141887670982 73 13.5507606669267 9.80126485805965 4.79305756540158 6.47566639248005 0 0 0 0 36 16 9 12 0 0 0 0 +Mir34c -5.15994136045592 5.34117743257158 33.0330864338714 9.06038081601031e-09 1.11160156032987e-07 0.502877892925279 715 1.8820500926287 1.22515810725746 3.19537171026772 1.61891659812001 22.3470729485323 16.2414986598687 226.630409730294 26.8380330871607 5 2 6 3 30 21 611 37 +Mir3470b 4.47868565997859 3.29185953094342 32.8808102137725 9.79857362446605e-09 1.18938005377827e-07 0.27253631023038 132 17.3148608521841 16.5396344479757 19.1722302616063 10.2531384547601 0 3.09361879235595 0 0 46 27 36 19 0 4 0 0 +Mir212 -2.77241255117171 4.13162330402669 32.4425719898389 1.22767314598485e-08 1.4745000627039e-07 0.155785821196226 232 4.89333024083463 2.45031621451491 2.13024780684514 7.55494412456006 40.2247313073582 26.2957597350256 27.4478728642254 25.3873285959628 13 4 4 14 54 34 74 35 +Mir547 -6.66011335809298 2.02926234079525 32.17572314483 1.40839611141846e-08 1.67393746159215e-07 0.356062106086732 42 0 0 0 0 11.1735364742662 6.18723758471189 3.70917200867911 6.52817021039044 0 0 0 0 15 8 10 9 +Mir881 6.9224269366038 2.43150015105785 31.8703468126039 1.64814128262781e-08 1.93868990049313e-07 0.370279592329206 64 5.26974025936037 4.90063242902982 6.92330537224672 15.6495271151601 0 0 0 0 14 8 13 29 0 0 0 0 +Mir27b -1.95516453426231 15.4186543579805 30.5950891114612 3.17897372074574e-08 3.70123368915397e-07 0.111845034598734 625308 18613.4754160979 21116.2125576359 13257.064663949 18851.7441462415 71776.563603391 59949.6917676697 79898.532404555 66936.2305761156 49450 34471 24893 34934 96357 77514 215408 92281 +Aqp9 8.19229863204226 3.5352617978307 30.356278605811 3.59541313659953e-08 4.14380443319199e-07 0.749799110600015 161 16.5620408151326 1.22515810725746 56.9841288331076 4.31711092832003 0 0 0 0 44 2 107 8 0 0 0 0 +Scnn1b -6.75506241162953 2.10304596442489 30.2150771589311 3.86691675056526e-08 4.41215201239497e-07 0.435413067053949 45 0 0 0 0 14.8980486323549 3.86702349044493 4.08008920954702 6.52817021039044 0 0 0 0 20 5 11 9 +Mir181b-2 -3.54546890200833 3.48002491544831 30.1957159631515 3.90571242087818e-08 4.41229492299209e-07 0.240287369758847 154 0.752820037051481 0.612579053628728 2.66280975855643 2.15855546416002 13.4082437691194 13.1478798675128 32.6407136763762 13.7816926663798 2 1 5 4 18 17 88 19 +Mir100 -2.08208383567221 9.45805496813327 29.9934658416624 4.33504633590876e-08 4.8168692107831e-07 0.127291307545369 8837 260.852142838338 346.71974435386 142.726603058625 325.402236222123 1667.09164196051 1175.57514109526 445.100641041494 1268.64107755254 693 566 268 603 2238 1520 1200 1749 +Terc 5.21771020547052 2.45892803726519 29.9875601857181 4.34826931385328e-08 4.8168692107831e-07 0.271012413194927 66 8.2810204075663 11.0264229653171 5.32561951711286 8.09458299060006 0.744902431617745 0 0 0 22 18 10 15 1 0 0 0 +Mir1943 -2.61041648518404 4.04592065704575 29.6095212214216 5.28447251263795e-08 5.79767609319221e-07 0.150350529501867 215 3.01128014820593 4.90063242902982 2.13024780684514 8.09458299060006 30.5409996963275 30.1627832254705 23.3677836546784 26.8380330871607 8 8 4 15 41 39 63 37 +Mir592 5.26455131499415 2.51336669857798 29.376664770406 5.95908931363239e-08 6.47554372081386e-07 0.295160714984931 70 10.5394805187207 9.18868580443092 4.26049561369029 9.71349958872008 0.744902431617745 0 0 0 28 15 8 18 1 0 0 0 +Gm5424 6.5105825719643 3.6277355700989 28.3912819086663 9.91106277959884e-08 1.06101893779503e-06 0.633362236913667 181 35.0061317228939 3.06289526814364 41.007270281769 2.69819433020002 0.744902431617745 0 0 0 93 5 77 5 1 0 0 0 +Mir1a-1 -6.40640610166014 1.96181506629844 28.3836992746007 9.94995848764837e-08 1.06101893779503e-06 0.38591442029927 42 0 0 0 0 2.97960972647098 3.86702349044493 8.90201282082987 6.52817021039044 0 0 0 0 4 5 24 9 +Mir488 -4.62051952778275 2.68764552181444 28.1369448832062 1.13027515694852e-07 1.19411477229469e-06 0.343799313072872 78 0.376410018525741 0.612579053628728 0.532561951711286 0 19.3674632220614 4.64042818853392 12.611184829509 6.52817021039044 1 1 1 0 26 6 34 9 +Mir700 -3.09486213889015 3.85060319268209 27.6111661963142 1.48320066810297e-07 1.55259813055549e-06 0.226307066995928 177 1.8820500926287 3.67547432177237 1.06512390342257 5.39638866040004 23.8368778117678 39.4436396025383 11.4984332269053 29.0140898239575 5 6 2 10 32 51 31 40 +Snord33 1.27159425930658 7.86760196119859 26.3468118782013 2.8528943672231e-07 2.9592295209105e-06 0.0542381696207445 3442 244.290102023206 366.322274069979 377.586423763302 324.862597356083 140.786559575754 150.813916127352 114.984332269053 137.816926663798 649 598 709 602 189 195 310 190 +Gas5 1.23567952981899 10.6560730401044 26.0110898815602 3.39461792698953e-07 3.48942257179735e-06 0.0543657258304614 24887 2148.92479576345 2360.87967268512 2450.85010177534 2092.1798836371 949.750600312625 774.178102787076 1251.8455529292 866.070581245132 5709 3854 4602 3877 1275 1001 3375 1194 +Hgd 6.15635943194059 3.3051855066134 25.805478087465 3.77615191469294e-07 3.84695476309343e-06 0.625414653476808 137 20.7025510189157 2.45031621451491 37.8118985715013 3.23783319624003 0 0.773404698088987 0 0 55 4 71 6 0 1 0 0 +Mir30e -1.85723201668597 13.6073354406477 25.4678355895194 4.49819873385973e-07 4.54198650914509e-06 0.121988368132022 186796 5967.60443370709 6574.19840354351 2870.50891972383 6182.10284935429 17494.7785089744 16148.690096098 28479.0226826382 16115.8761927172 15854 10732 5390 11456 23486 20880 76780 22218 +Mir30b -1.34107822414686 9.39851902833947 25.3163005241748 4.86579339124038e-07 4.87006163105725e-06 0.0650633323804168 10011 494.602764342823 430.030495647367 238.055192414945 363.176956844923 907.291161710413 860.799428973042 1254.07105613441 843.584661631565 1314 702 447 673 1218 1113 3381 1163 +Mir144 -2.55785018805598 10.1640960703833 24.5353302426251 7.29596937300027e-07 7.23887048225505e-06 0.227712790327382 13709 272.144443394111 286.686997098245 177.343129919858 597.380224706285 2855.21102039082 1869.31915528108 389.463060911307 2740.38078387279 723 468 333 1107 3833 2417 1050 3778 +Mir324 -2.28424718120029 4.17315991586526 23.9323140584544 9.97827464621331e-07 9.81483738907706e-06 0.151576006193348 248 3.76410018525741 3.06289526814364 8.52099122738058 8.09458299060006 31.2859021279453 23.2021409426696 36.3498856850553 23.211271859166 10 5 16 15 42 30 98 32 +Mir328 -1.36751360078994 7.40878077961745 23.8145974236434 1.06074960421632e-06 1.03445752000925e-05 0.0692261869474155 2362 114.428645631825 92.4994370979379 66.5702439639108 104.689940011761 297.21607021548 211.912887276382 203.633543276483 265.478921889211 304 151 125 194 399 274 549 366 +Taf1d 1.59487824982501 6.5338407262267 23.4453937084421 1.28510056283136e-06 1.24262690016151e-05 0.0919378142420328 1421 134.378376613689 106.588755331399 181.603625533549 124.116939189201 39.4798288757405 43.3106630929833 57.8630833353942 39.1690212623426 357 174 341 230 53 56 156 54 +Mirlet7b -1.08960892589426 9.41902411828326 23.4221409290542 1.30072803125888e-06 1.24716864173646e-05 0.0467359778799628 10012 480.299183638845 481.48713615218 348.828078370892 438.186759224483 1000.40396566263 795.060029635478 1106.44601018898 818.922685281201 1276 786 655 812 1343 1028 2983 1129 +Snord72 1.83779702130742 5.33493032320198 23.2713228191634 1.40682045637618e-06 1.33765178393769e-05 0.112824081220373 603 59.8491929455928 62.4830634701303 65.5051200604882 54.5035254700404 15.6429510639726 18.5617127541357 21.1422804494709 11.605635929583 159 102 123 101 21 24 57 16 +Mir141 2.88915086992602 5.67544057110177 23.2108538029321 1.45175647510816e-06 1.3689703620648e-05 0.279514947318835 835 181.806038947933 73.5094864354474 22.9001639235853 64.2170250587605 16.3878534955904 13.1478798675128 5.56375801301867 11.605635929583 483 120 43 119 22 17 15 16 +Proc 7.2162947395869 2.70683026697518 22.904302696314 1.70270284228067e-06 1.59244585495266e-05 0.79639339332096 83 10.5394805187207 1.22515810725746 26.6280975855643 1.61891659812001 0 0 0 0 28 2 50 3 0 0 0 0 +Mir99b -2.23913504318406 11.5020751055957 22.0783948324964 2.61739097691589e-06 2.42800252411466e-05 0.199042770426019 35086 956.834267092433 1235.57195116914 602.327567385465 1262.21530766757 7677.7093626841 5160.92955034781 1038.93907963102 5277.66293897787 2542 2017 1131 2339 10307 6673 2801 7276 +Mir34a -2.07114523247402 3.75691724165632 21.9615656791698 2.78165505832062e-06 2.55957130769663e-05 0.123060595591463 180 4.51692022230889 3.67547432177237 5.32561951711286 5.93602752644005 18.6225607904436 20.8819268484026 22.6259492529426 20.3098628767703 12 6 10 11 25 27 61 28 +Mir181b-1 -5.48921274049575 1.27181133630627 21.9354100409501 2.8198251233018e-06 2.57393637254988e-05 0.242122526338128 19 0 0 0 0 3.72451215808872 3.09361879235595 1.85458600433956 3.62676122799469 0 0 0 0 5 4 5 5 +Gm6307 -4.39870684316397 2.18858336553985 21.7305851128332 3.13749011889e-06 2.8411716076615e-05 0.370895152042377 52 0 0 0 1.07927773208001 4.46941458970647 4.64042818853392 10.7565988251694 6.52817021039044 0 0 0 2 6 6 29 9 +Mir221 -1.07812210165091 8.58912556756594 21.6631660567313 3.24971781636147e-06 2.91962836887278e-05 0.048893795855912 5659 293.976224468604 234.005198486174 197.580484084887 262.264488895442 548.993092102278 473.32367523046 625.366400663298 438.112756341758 781 382 371 486 737 612 1686 604 +Mtmr2 -2.22116729273821 5.29859867913154 21.4813923409378 3.57278772786069e-06 3.18480531053832e-05 0.18432277529643 580 7.52820037051481 9.18868580443092 22.9001639235853 14.5702493830801 49.9084629183889 54.9117335643181 102.373147439544 44.2464869815352 20 15 43 27 67 71 276 61 +Mir30d -1.57005056457946 13.4267132944328 21.4496922921057 3.63234307687171e-06 3.21279337264389e-05 0.105319951125737 161730 6034.9818270232 6672.21105212411 3115.48741751102 6369.89717473621 15507.3788214182 14583.3189871659 21344.8012411448 14456.9956070324 16033 10892 5850 11804 20818 18856 57546 19931 +Mir17hg 1.27210083938328 13.2259422744804 21.2189405663945 4.09695754137308e-06 3.59586811900514e-05 0.0709557702933317 145451 12165.5717987519 14813.3866748499 13237.3598717357 13978.8051859003 5533.13526205661 5174.07743021532 5994.39288322631 5737.5362626876 32320 24182 24856 25904 7428 6690 16161 7910 +1700003L19Rik -5.61066488612208 1.40157648597084 21.0598932119004 4.4514850884211e-06 3.87720953121258e-05 0.34919246441141 23 0 0 0 0 3.72451215808872 3.09361879235595 4.45100641041494 1.45070449119788 0 0 0 0 5 4 12 2 +Mir92-1 1.2720872815571 13.225932249746 20.8373934890688 4.99972207274165e-06 4.32172945833199e-05 0.0722548066218893 145450 12165.5717987519 14813.3866748499 13236.827309784 13978.8051859003 5533.13526205661 5174.07743021532 5994.39288322631 5737.5362626876 32320 24182 24855 25904 7428 6690 16161 7910 +Dcaf11 4.49868505204547 3.00449999491973 20.7186492601044 5.31953855219973e-06 4.56360412636082e-05 0.492589105165483 105 11.668710574298 3.67547432177237 30.3560312475433 4.31711092832003 0.744902431617745 0.773404698088987 0 0.725352245598938 31 6 57 8 1 1 0 1 +Rpph1 1.90981175505879 4.84751487377934 20.6554906016174 5.49792967108673e-06 4.64021182687329e-05 0.132837721679408 430 47.0512523157176 29.4037945741789 54.8538810262625 39.9332760869603 7.44902431617745 11.6010704713348 14.8366880347165 10.8802836839841 125 48 103 74 10 15 40 15 +Snord66 1.1226239681981 8.16257105022181 20.6553802765797 5.4982464790993e-06 4.64021182687329e-05 0.0548575342399813 4212 332.746456376755 424.517284164709 429.777495031008 375.588650763843 198.888949241938 217.326720163005 126.11184829509 176.985947926141 884 693 807 696 267 281 340 244 +Mir186 -1.32751183499258 10.3693859127252 20.6440639957771 5.53083968847298e-06 4.64021182687329e-05 0.0788254367296273 18235 766.747207736934 878.438362903596 393.030720362929 976.206708666368 2193.73766111426 1868.54575058299 1537.45179759749 1966.42993781872 2037 1434 738 1809 2945 2416 4145 2711 +Mirlet7i -1.23644015248455 10.7623495817031 20.542325571297 5.83271631193589e-06 4.85775862183858e-05 0.06908811382823 26242 950.435296777495 923.156633818493 1190.27596207472 1074.42098228565 2244.39102646426 1862.35851299828 3632.76306530032 2008.50036806346 2525 1507 2235 1991 3013 2408 9794 2769 +Mir1960 -3.97365882122643 1.82974168570486 19.776538124304 8.70446255456411e-06 7.19695056141859e-05 0.280749037729358 36 0 0 0.532561951711286 0.539638866040004 4.46941458970647 5.41383288662291 5.56375801301867 4.35211347359363 0 0 1 1 6 7 15 6 +Atf5 6.49323151909569 2.13557412776247 19.5695858043736 9.70011598093827e-06 7.96246930521624e-05 0.721655869824855 50 6.39897031493759 0.612579053628728 14.3791726962047 2.69819433020002 0 0 0 0 17 1 27 5 0 0 0 0 +Fth1 4.14496388894126 5.33212345411694 19.1785400362061 1.19044198050794e-05 9.64262526431375e-05 0.631358500297813 625 74.5291836680967 4.2880533754011 199.710731891732 9.71349958872008 5.95921945294196 3.09361879235595 4.08008920954702 2.90140898239575 198 7 375 18 8 4 11 4 +Mir34b -4.03579710334289 2.21737061689032 19.1766917106495 1.19159523424035e-05 9.64262526431375e-05 0.403917173086166 54 1.12923005557722 0 0 0 5.95921945294196 4.64042818853392 11.4984332269053 4.35211347359363 3 0 0 0 8 6 31 6 +Sqrdl 5.07655377009118 2.95301443223245 19.0197608961824 1.2937170707173e-05 0.000103952899837214 0.68071739105122 102 13.1743506484009 2.45031621451491 30.8885931992546 1.61891659812001 0.744902431617745 0 0.370917200867911 0 35 4 58 3 1 0 1 0 +Snord45c 1.4432199153589 6.54590578991927 18.6575664995396 1.56425252975082e-05 0.000124812037513684 0.0960670275065403 1427 121.580435983814 129.86675936929 171.484948451034 114.403439600481 42.4594386022115 37.8968302063604 70.4742681649032 44.9718392271341 323 212 322 212 57 49 190 62 +Mirlet7d -1.15886915037941 10.1553667280072 18.6087995434478 1.60478097214465e-05 0.00012715660341785 0.0670472589616927 16847 796.860009218993 805.541455521777 424.451875513895 793.269133078806 1551.63176505976 1334.1231042035 2002.95288468672 1407.18335646194 2117 1315 797 1470 2083 1725 5400 1940 +Mir137 5.73150408678225 1.59255424435437 18.5911157306787 1.61973651193845e-05 0.000127456507594605 0.435648538321561 29 4.89333024083463 4.90063242902982 1.06512390342257 3.23783319624003 0 0 0 0 13 8 2 6 0 0 0 0 +Cyp2d13 6.2738810929731 1.9910175584115 18.5607585548684 1.64573734247363e-05 0.000128615500531672 0.695708126875112 44 7.15179035198907 0.612579053628728 10.6512390342257 2.15855546416002 0 0 0 0 19 1 20 4 0 0 0 0 +Mir292 6.13636226512856 1.90737366632213 18.3724337687677 1.81667310600165e-05 0.000141008436322985 0.645863676668432 41 9.41025046314352 4.90063242902982 0.532561951711286 3.77747206228003 0 0 0 0 25 8 1 7 0 0 0 0 +Mir320 -1.41780767592226 6.77936159714582 18.1473156510412 2.04457430629556e-05 0.000157625627262381 0.0970223951252841 1651 68.5066233716848 64.9333796846452 42.6049561369029 60.9791918625205 135.57224255443 127.611775184683 238.499760158067 130.563404207809 182 106 80 113 182 165 643 180 +Mir190 -2.0618667114729 3.5998220294058 18.0095366353464 2.19801079041353e-05 0.000168317470594754 0.152993290680449 163 3.76410018525741 5.51321148265855 2.66280975855643 5.39638866040004 14.8980486323549 14.6946892636907 24.1096180564142 18.1338061399734 10 9 5 10 20 19 65 25 +Eci2 6.94390419354011 2.48959191851546 17.7164295795865 2.56402469975373e-05 0.000195036812161267 1.07311229890666 69 9.41025046314352 1.83773716088618 21.8350400201627 0 0 0 0 0 25 3 41 0 0 0 0 0 +Gm10768 6.67795356804963 2.30119145986701 17.5669612528975 2.77365646287063e-05 0.000209585564512277 0.965376367909278 59 9.78666048166926 0 15.4442965996273 2.15855546416002 0 0 0 0 26 0 29 4 0 0 0 0 +0610005C13Rik 4.33430685796504 3.22549471895908 17.5287364390261 2.82997922812616e-05 0.000211677619286898 0.608471609829089 126 15.0564007410296 3.67547432177237 37.27933661979 3.23783319624003 0 1.54680939617797 0 1.45070449119788 40 6 70 6 0 2 0 2 +Snord16a 2.55193916819121 4.59154279853516 17.5230560413965 2.83844660393474e-05 0.000211677619286898 0.284272078731043 368 51.1917625195007 14.7018972870895 69.2330537224672 16.1891659812001 3.72451215808872 3.86702349044493 10.7565988251694 6.52817021039044 136 24 130 30 5 5 29 9 +Tmem205 4.17237062275858 3.00561070371572 17.2103087557158 3.34615664624069e-05 0.00024791978788056 0.565035895318826 106 13.1743506484009 2.45031621451491 30.3560312475433 3.23783319624003 1.48980486323549 0 0.370917200867911 0.725352245598938 35 4 57 6 2 0 1 1 +Snord4a 1.53801116005502 6.21817544635495 17.0751119359038 3.59300925446435e-05 0.000264491842538311 0.118420243290384 1151 121.95684600234 120.065494511231 87.8727220323622 103.071023413641 37.2451215808872 30.1627832254705 57.4921661345263 22.4859196135671 324 196 165 191 50 39 155 31 +Mir3107 -1.51664159875226 10.2873979799643 16.9393351867734 3.85935217489412e-05 0.000282276976381679 0.124378994176375 16873 296.987504616809 380.41159230344 1067.78671318113 843.995186486567 1945.68515138555 2140.78420431032 1468.46119823606 1853.27498750529 789 621 2005 1564 2612 2768 3959 2555 +Mir486 -1.51664148007228 10.2873979799643 16.9213390073356 3.8961128300172e-05 0.000283150620321632 0.12451180656855 16873 296.987504616809 380.41159230344 1067.78671318113 843.995186486567 1945.68515138555 2140.78420431032 1468.46119823606 1853.27498750529 789 621 2005 1564 2612 2768 3959 2555 +Snhg1 0.980597513899204 11.2837096888593 16.9017688457556 3.93648828228718e-05 0.000284274248739853 0.0533948528193988 37837 3080.91600163319 3546.83272051034 3449.93632318571 3151.49097767362 1696.1428367936 1460.9614746901 1889.82313842201 1655.97917670237 8185 5790 6478 5840 2277 1889 5095 2283 +Mir674 -1.82542509566075 4.82285792788346 16.8672226831608 4.00879027316649e-05 0.000287674824005218 0.155466064005568 392 9.41025046314352 13.476739179832 5.85818146882415 19.9666380434802 51.3982677816244 34.0298067159154 48.9610705145643 37.7183167711448 25 22 11 37 69 44 132 52 +2610019E17Rik 1.62113501138988 5.89267132002437 16.8268839562202 4.09490698624491e-05 0.00029201805445659 0.131012768252504 892 93.3496845943837 120.065494511231 52.191071267706 83.6440242362007 33.5206094227985 17.0149033579577 31.8988792746404 30.4647943151554 248 196 98 155 45 22 86 42 +Mir291a 5.48313063221466 1.42869805781767 16.6950147230505 4.38961994130476e-05 0.000311090456709859 0.4318732057878 24 3.76410018525741 4.90063242902982 2.13024780684514 1.07927773208001 0 0 0 0 10 8 4 2 0 0 0 0 +Sra1 5.14603544431495 1.23718853524288 16.6688722583363 4.45053136724933e-05 0.000313460264816758 0.248666331699226 19 2.63487012968019 1.22515810725746 2.13024780684514 3.23783319624003 0 0 0 0 7 2 4 6 0 0 0 0 +Mir741 4.35308428126369 1.81656232793202 16.6316519677734 4.53872310425414e-05 0.00031771061729779 0.378055298019422 36 3.76410018525741 6.73836958991601 2.13024780684514 5.39638866040004 0 0 0 0.725352245598938 10 11 4 10 0 0 0 1 +Mir298 -3.94434405607653 1.83139145353586 16.2612706561964 5.51803704070078e-05 0.00038390733313656 0.404281561846778 37 0.376410018525741 0 0.532561951711286 0 4.46941458970647 1.54680939617797 7.41834401735823 5.07746571919256 1 0 1 0 6 2 20 7 +Snord95 0.989879144172231 7.77978008095288 16.1799163153327 5.76015905519116e-05 0.000398323726180188 0.0541336308846691 3258 266.498293116224 295.875682902676 359.479317405118 239.599656521762 161.643827661051 150.813916127352 120.919007482939 152.323971575777 708 483 675 444 217 195 326 210 +Gm16596 -4.82899955725277 0.942786439456933 16.1147619665717 5.96175168541692e-05 0.000409780642955464 0.179133307406572 12 0 0 0 0 2.23470729485323 2.32021409426696 1.11275160260373 2.17605673679681 0 0 0 0 3 3 3 3 +Mir30c-1 -1.42220731103058 5.71194886484988 16.0808033347165 6.06962004107033e-05 0.000414696794422829 0.104647032566067 732 29.7363914635335 31.2415317350651 18.639668309895 32.9179708284403 75.2351455933922 68.8330181299198 74.5543573744502 83.4155082438778 79 51 35 61 101 89 201 115 +Gm6313 -5.00777668793874 1.0694402308709 16.0312278371104 6.23062950535296e-05 0.000423163587238555 0.321640336921534 15 0 0 0 0 1.48980486323549 0.773404698088987 2.96733760694329 2.90140898239575 0 0 0 0 2 1 8 4 +2310001H17Rik 3.58428400418997 2.24442690645195 16.0087482179931 6.30504687556069e-05 0.000425683934024541 0.352731951590775 54 4.89333024083463 5.51321148265855 7.45586732395801 8.09458299060006 0 0 0 2.17605673679681 13 9 14 15 0 0 0 3 +Mir96 5.47281455868966 1.42720958953438 15.9699161802443 6.43571012894555e-05 0.000431949721007463 0.481958755620282 24 3.76410018525741 3.67547432177237 0.532561951711286 3.77747206228003 0 0 0 0 10 6 1 7 0 0 0 0 +Mir680-2 2.81016620132683 3.29905245912823 15.7957708393484 7.05600507371367e-05 0.000470812970123234 0.316057949870686 134 18.820500926287 10.4138439116884 23.9652878270079 4.85674979436004 1.48980486323549 4.64042818853392 1.48366880347165 0.725352245598938 50 17 45 9 2 6 4 1 +Ank1 -1.51817010474604 11.2887123048386 15.6854094469626 7.47989566485603e-05 0.000496195404279112 0.134875334691339 33776 594.72782927067 760.82318460688 2135.57342636226 1687.99037297313 3895.83971736081 4287.75564620534 2939.88973407906 3710.90208848417 1580 1242 4010 3128 5230 5544 7926 5116 +Mir466f-3 3.55526593924809 3.27987930172684 15.6391419694478 7.66514196306852e-05 0.000505544912130704 0.509611720320627 134 19.9497309818643 2.45031621451491 33.551402957811 3.23783319624003 1.48980486323549 0.773404698088987 1.11275160260373 1.45070449119788 53 4 63 6 2 1 3 2 +0610012G03Rik 5.00676582631102 1.15611396657999 15.5303714204698 8.11902662427064e-05 0.00053240283783292 0.240935839917568 17 2.25846011115444 2.45031621451491 2.66280975855643 1.07927773208001 0 0 0 0 6 4 5 2 0 0 0 0 +Snord68 0.989292536167749 8.90764960433738 15.5173650383219 8.17508007074849e-05 0.000533015220612802 0.0581570170835527 7303 618.818070456318 793.289874449203 428.712371127585 706.926914512406 342.655118544163 273.011858425412 393.172232919986 272.732444345201 1644 1295 805 1310 460 353 1060 376 +4930581F22Rik 4.27156743666311 1.71729906230074 15.4593375711245 8.42994244388826e-05 0.000546509336845256 0.399514955317157 33 3.76410018525741 1.83773716088618 6.92330537224672 3.23783319624003 0 0 0.370917200867911 0 10 3 13 6 0 0 1 0 +5033403H07Rik 5.38958220722562 1.38689805853691 15.3941021680165 8.7260223630457e-05 0.000562507995267522 0.482746552955813 23 4.14051020378315 3.67547432177237 2.66280975855643 0.539638866040004 0 0 0 0 11 6 5 1 0 0 0 0 +Mir433 -5.31891415355212 1.18068438167062 15.314368157367 9.10215641434918e-05 0.000583458453301821 0.571659773495005 17 0 0 0 0 0.744902431617745 1.54680939617797 1.85458600433956 6.52817021039044 0 0 0 0 1 2 5 9 +6430411K18Rik -5.31898602947628 1.18068438167062 15.2786045252782 9.27612572972748e-05 0.000591288237855813 0.575163809877815 17 0 0 0 0 0.744902431617745 1.54680939617797 1.85458600433956 6.52817021039044 0 0 0 0 1 2 5 9 +Snord96a 1.65074855113091 5.01694571714347 15.1383854859761 9.99110425215089e-05 0.000633324997316898 0.142886838770625 487 54.5794526862324 43.4931128076397 56.4515668813963 31.8386930963603 11.9184389058839 17.0149033579577 20.771363248603 8.70422694718725 145 71 106 59 16 22 56 12 +0610008F07Rik 4.18322641944339 1.74022139632347 15.1119580050834 0.000101319455379417 0.000638704412087926 0.383719723624313 34 6.02256029641185 4.90063242902982 2.66280975855643 2.15855546416002 0 0 0 0.725352245598938 16 8 5 4 0 0 0 1 +Mir140 -0.905645435634136 9.50028014617901 15.057560736908 0.000104281689788423 0.000653765978288957 0.0507121622893041 10795 484.439693842628 490.675821956611 590.611204447816 448.439897679244 897.607430099383 764.123841711919 1264.82765495958 844.310013877164 1287 801 1109 831 1205 988 3410 1164 +Mir335 -1.25689536136702 6.59119460371351 14.9900172493774 0.000108081423315868 0.000673884721330085 0.0919145203392088 1318 51.9445825565522 61.8704844165015 38.3444605232126 74.4701635135206 137.806949849283 157.001153712064 106.082319448223 141.443687891793 138 101 72 138 185 203 286 195 +Snord85 1.21430476296054 9.97163100567366 14.9124147387962 0.000112619413277578 0.000698362774726723 0.0916728434801067 15092 1431.86371047192 1866.52837640673 603.392691288887 1703.10026122225 678.606115203766 569.999262491583 527.44425963417 639.760680618263 3804 3047 1133 3156 911 737 1422 882 +Mir379 -1.98693138794797 3.52549029901841 14.864562759894 0.000115512772100997 0.000712432826849934 0.18051496211321 153 7.52820037051481 4.2880533754011 2.66280975855643 2.15855546416002 17.8776583588259 17.7883080560467 18.9167772442635 13.7816926663798 20 7 5 4 24 23 51 19 +Szrd1 3.2085222901006 3.03194188498701 14.7343089594426 0.000123773330342989 0.000759276182372849 0.427352461406518 108 15.0564007410296 9.80126485805965 21.3024780684514 2.15855546416002 2.97960972647098 0 0.741834401735823 1.45070449119788 40 16 40 4 4 0 2 2 +Nlrp5-ps 6.02479033821633 1.76058511619188 14.6521774059491 0.000129285202627333 0.000788847145442712 0.929223769233443 34 1.8820500926287 0.612579053628728 13.3140487927822 1.61891659812001 0 0 0 0 5 1 25 3 0 0 0 0 +1810032O08Rik 1.46628843608493 5.73136564110542 14.6032273647204 0.000132687108784364 0.000805297825122124 0.123100288651837 801 85.8214842238689 102.913281009626 59.1143766399528 55.0431643360804 22.3470729485323 30.1627832254705 34.4952996807158 21.7605673679681 228 168 111 102 30 39 93 30 +Snord11 1.72236032842243 4.71267404974487 14.4680458383714 0.00014255745109022 0.000860624612137255 0.159847628394418 399 56.4615027788611 36.142164164095 28.2257834406982 29.1404987661602 5.95921945294196 10.8276657732458 17.4331084407918 10.1549314383851 150 59 53 54 8 14 47 14 +Pex16 4.09199863090399 1.61895141087055 14.3866481336008 0.000148854034403634 0.000893907648708141 0.376794820417462 30 4.51692022230889 1.22515810725746 3.727933661979 4.31711092832003 0 0 0.370917200867911 0 12 2 7 8 0 0 1 0 +Wwp1 3.32761586941599 3.13833576618806 13.7929030191247 0.000204105783515098 0.0012192916177525 0.511067660813826 118 15.0564007410296 2.45031621451491 29.823469295832 5.39638866040004 0 1.54680939617797 0.741834401735823 2.90140898239575 40 4 56 10 0 2 2 4 +Mir126 -1.38180595947419 14.9145270773775 13.7738793372569 0.000206183102235447 0.00122528603984711 0.128384349292767 420720 17829.7897575273 20099.3313286122 9448.71414726164 21137.654382787 52266.8240168907 45868.3124295635 32864.3767484995 47549.0157557472 47368 32811 17742 39170 70166 59307 88603 65553 +Mir3057 -1.69692652181506 4.22362759071507 13.7436003902305 0.00020953348109785 0.00123874456959921 0.156101631681277 244 7.90461038904056 15.3144763407182 4.79305756540158 6.47566639248005 27.5613899698566 32.4829973197374 20.0295288468672 31.9154988063533 21 25 9 12 37 42 54 44 +4833418N02Rik 1.89246300895636 3.64367143451302 13.6807234909623 0.000216667115727109 0.00127431535590016 0.173547254181005 170 12.7979406298752 17.1522135016044 27.1606595372756 13.4909716510001 6.7041218845597 2.32021409426696 5.19284081215076 4.35211347359363 34 28 51 25 9 3 14 6 +Mir1843 1.06190995122622 7.5122757672409 13.5685660106873 0.000230005028669397 0.00134582429595786 0.0747430080208676 2782 197.238849707488 236.455514700689 313.678989557948 232.584351263242 108.755755016191 102.862824845835 167.654574792296 87.7676217174715 524 386 589 431 146 133 452 121 +Scarna3b 1.0601267586973 7.51340094202251 13.5373298307474 0.000233864883638469 0.0013614277154668 0.0746687569448761 2784 197.615259726014 236.455514700689 313.678989557948 232.584351263242 108.755755016191 103.636229543924 167.654574792296 87.7676217174715 525 386 589 431 146 134 452 121 +AW495222 5.70358294256324 2.93735738560613 13.2417243383419 0.000273785934432827 0.00158573477760333 1.28500704558829 101 13.5507606669267 0 33.551402957811 0.539638866040004 0 0 0 0.725352245598938 36 0 63 1 0 0 0 1 +Mir511 1.76477775109948 3.71610146206419 12.9739093354249 0.000315861805396852 0.00182019353514044 0.160217213625773 183 21.4553710559672 21.4402668770055 10.1186770825144 19.4269991774402 5.21431702132421 6.96064228280088 5.93467521388658 2.90140898239575 57 35 19 36 7 9 16 4 +Mir1950 3.68940545204503 2.63577448851093 12.8964839949576 0.000329199973998648 0.00188752346900732 0.60735452385486 78 10.5394805187207 2.45031621451491 20.7699161167402 1.61891659812001 0 1.54680939617797 0.370917200867911 0.725352245598938 28 4 39 3 0 2 1 1 +Snord47 1.85447163792485 4.20277051282992 12.8770146025221 0.00033264244849845 0.00189772516868366 0.201323725420713 277 45.1692022230889 18.9899506624906 26.095535633853 13.4909716510001 3.72451215808872 6.18723758471189 10.7565988251694 7.25352245598938 120 31 49 25 5 8 29 10 +AI506816 4.52350150257814 0.921139908919757 12.8487163350967 0.000337710832984958 0.00191705502704396 0.12918437475595 12 1.50564007410296 1.22515810725746 2.13024780684514 1.07927773208001 0 0 0 0 4 2 4 2 0 0 0 0 +Snord1a 1.63910167372081 4.02238336484839 12.8221431997763 0.000342541123451444 0.00193484862305989 0.147702329606755 230 23.3374211485959 33.0792688959513 17.0419824547612 16.7288048472401 5.21431702132421 6.96064228280088 10.0147644234336 5.8028179647915 62 54 32 31 7 9 27 8 +Gm16157 5.30927238982004 1.34792882149269 12.7710934055084 0.000352017012004028 0.00197857837781574 0.711879772823873 22 4.14051020378315 3.06289526814364 3.19537171026772 0 0 0 0 0 11 5 6 0 0 0 0 0 +Phyhd1 5.23960166659277 1.28258631948388 12.7617327689358 0.000353783009528496 0.00197875693074516 0.660971832490773 20 1.8820500926287 0.612579053628728 6.39074342053543 1.07927773208001 0 0 0 0 5 1 12 2 0 0 0 0 +Sec16b 5.06707039545753 2.2681415176373 12.7482344663391 0.000356345373036493 0.00198336619821775 1.01651406350145 57 8.2810204075663 0 16.5094205030499 1.61891659812001 0 0 0.370917200867911 0 22 0 31 3 0 0 1 0 +D830005E20Rik -4.39448068938813 0.771304509662565 12.7122685368088 0.000363264491277358 0.00201206206091002 0.141933620715376 9 0 0 0 0 2.23470729485323 1.54680939617797 1.11275160260373 0.725352245598938 0 0 0 0 3 2 3 1 +Mir297c -5.46028214667452 1.16310624569704 12.6858231165164 0.000368438366505512 0.00203086075450623 0.98423436642085 16 0 0 0 0 5.21431702132421 4.64042818853392 0 2.17605673679681 0 0 0 0 7 6 0 3 +Mir210 -1.55181848254735 5.30748652269599 12.6346249687784 0.000378667170393726 0.00207720789143866 0.160090783964511 592 26.3487012968019 12.2515810725746 19.7047922133176 19.4269991774402 60.3370969610373 34.8032114140044 90.5037970117704 42.7957824903373 70 20 37 36 81 45 244 59 +Snord43 1.07246350939385 7.57752500010569 12.520932375591 0.00040241802325578 0.00217647129795428 0.0831700355163367 2975 250.689072338143 271.985099811155 268.411223662488 236.361823325522 90.1331942257471 92.8085637706784 201.037122870408 101.549314383851 666 444 504 438 121 120 542 140 +Chka 5.16699807309473 1.27093683631409 12.5079953103777 0.00040521416579306 0.00217647129795428 0.646760843961148 20 3.38769016673167 0.612579053628728 4.79305756540158 0.539638866040004 0 0 0 0 9 1 9 1 0 0 0 0 +Meg3 -4.8233017276141 0.937921787971393 12.5028563128535 0.000406330310903792 0.00217647129795428 0.528764555179469 12 0 0 0 0 2.97960972647098 3.09361879235595 1.48366880347165 0 0 0 0 0 4 4 4 0 +Pknox1 4.89944680170079 1.10919918577088 12.496527371961 0.000407709164225538 0.00217647129795428 0.448595704681822 16 2.25846011115444 1.22515810725746 3.727933661979 0.539638866040004 0 0 0 0 6 2 7 1 0 0 0 0 +Snhg12 1.14167877935965 8.41345066353433 12.4958643273626 0.000407853891187872 0.00217647129795428 0.0959907545146578 5403 479.169953583268 496.801612492898 491.022119477806 400.951677467723 173.562266566935 139.212845656018 386.866640505231 143.61974462859 1273 811 922 743 233 180 1043 198 +BC024386 5.88398049570647 1.74985172014701 12.4942449180769 0.000408207587872231 0.00217647129795428 1.15280541507276 35 7.52820037051481 0.612579053628728 7.45586732395801 0 0 0 0 0 20 1 14 0 0 0 0 0 +Clip4 -4.6184030873076 0.83639259989645 12.4680958362323 0.000413961865236826 0.00219688599179171 0.351654560530188 10 0 0 0 0 0.744902431617745 3.09361879235595 0.741834401735823 2.17605673679681 0 0 0 0 1 4 2 3 +Mir5109 2.53995860640821 6.27289124905161 12.3774719528409 0.000434545111867445 0.00229544431778127 0.437367055222079 1282 206.272690152106 24.5031621451491 254.564612917995 24.8233878378402 21.6021705169146 9.28085637706784 39.3172232919986 16.6831016487756 548 40 478 46 29 12 106 23 +Mir340 1.07425135198982 8.56601383462481 12.31506260555 0.000449317639619792 0.00236254113735568 0.0864547028477501 5906 452.821252286466 452.083341578001 734.935493361575 407.427343860203 214.531900305911 184.070318145179 392.43039851825 178.436652417339 1203 738 1380 755 288 238 1058 246 +Gm15787 4.81965375867378 1.03182680206019 12.2510710021598 0.000464991193950011 0.00243373831328882 0.406167431652096 14 0.752820037051481 3.67547432177237 1.06512390342257 2.15855546416002 0 0 0 0 2 6 2 4 0 0 0 0 +Mir878 4.64926579956119 0.974349957697144 12.1747169280425 0.000484416505031649 0.00252383211069001 0.291223458606119 13 1.12923005557722 0.612579053628728 2.66280975855643 2.15855546416002 0 0 0 0 3 1 5 4 0 0 0 0 +Mir668 -3.52129994082869 1.08090432140149 12.1407471573304 0.000493320083968986 0.0025585373445846 0.207929799163555 15 0.376410018525741 0 0 0 2.97960972647098 1.54680939617797 1.85458600433956 2.17605673679681 1 0 0 0 4 2 5 3 +Tardbp 3.26639735890814 2.17673793517601 12.064822750852 0.000513821949169581 0.00265280924888006 0.464336478347876 52 6.77538033346333 4.2880533754011 10.6512390342257 1.61891659812001 0 0.773404698088987 1.11275160260373 0 18 7 20 3 0 1 3 0 +Snhg8 1.68922702390609 3.59241000016082 12.0323448395144 0.000522852600830631 0.00268727395291779 0.153879783916384 164 15.8092207780811 22.0528459306342 10.1186770825144 17.8080825793201 5.21431702132421 3.86702349044493 5.19284081215076 5.8028179647915 42 36 19 33 7 5 14 8 +D830015G02Rik -4.00371870378144 1.28556444411428 11.8850469968861 0.000565863977044946 0.00289529505743625 0.531321627547781 19 0 0 0 0.539638866040004 2.23470729485323 3.86702349044493 0.741834401735823 5.8028179647915 0 0 0 1 3 5 2 8 +Mir450b -1.66996632917487 3.92884750600962 11.8198719821002 0.000586018891401928 0.00298503372807857 0.172866406805677 205 6.39897031493759 11.6390020189458 2.13024780684514 7.55494412456006 25.3266826750033 20.8819268484026 24.8514524581501 16.6831016487756 17 19 4 14 34 27 67 23 +Mir98 -0.972268646440252 8.07481173834386 11.790543849501 0.000595323411176222 0.00301895116512031 0.0735460142472877 4140 204.014230040951 156.820237728954 162.431395271942 201.824935898962 303.175289668422 273.785263123501 560.826807712282 282.887375783586 542 256 305 374 407 354 1512 390 +Fam120b 3.7513124511115 1.86837805067541 11.7409122306832 0.000611410483021212 0.00308681133242125 0.569615866291259 39 6.02256029641185 2.45031621451491 7.98842927566929 1.07927773208001 0 0 0.741834401735823 0 16 4 15 2 0 0 2 0 +Bmp1 3.66149432091538 1.8801824905183 11.6658634472443 0.000636573918685723 0.00319969533577273 0.530656556818635 39 4.89333024083463 1.83773716088618 9.58611513080315 1.61891659812001 0 0.773404698088987 0.370917200867911 0 13 3 18 3 0 1 1 0 +Snora24 1.63741748625611 3.55764726367568 11.4974640130802 0.000696912097475758 0.00348761711938526 0.149950706884888 160 15.8092207780811 20.215108769748 10.1186770825144 17.2684437132801 5.21431702132421 3.86702349044493 5.19284081215076 5.8028179647915 42 33 19 32 7 5 14 8 +1700001L05Rik 4.88144873590408 1.10745614758089 11.4650726209799 0.000709164596864133 0.00353343582979029 0.573423120148999 16 2.25846011115444 0 3.19537171026772 2.15855546416002 0 0 0 0 6 0 6 4 0 0 0 0 +2700038G22Rik -1.25849182157754 5.88412568701528 11.4274331648727 0.000723675925491316 0.0035900618738504 0.119235436031334 872 33.8769016673167 35.5295851104662 36.2142127163675 31.2990542303202 80.4494626147164 77.3404698088987 119.435338679467 49.3239527007278 90 58 68 58 108 100 322 68 +Slc25a44 2.74553045634907 2.63138227225825 11.2881477135035 0.000780034668168989 0.00385289851247107 0.401109003763254 77 8.2810204075663 1.83773716088618 17.5745444064724 5.93602752644005 1.48980486323549 0.773404698088987 1.11275160260373 1.45070449119788 22 3 33 11 2 1 3 2 +Il15ra 3.00551920736697 2.65160751389579 11.2720227223837 0.000786839468546141 0.00386975790349632 0.509183428947547 78 6.77538033346333 8.57610675080219 18.1071063581837 2.15855546416002 1.48980486323549 0 2.22550320520747 0 18 14 34 4 2 0 6 0 +1810026B05Rik 4.75071736662572 1.05600706004695 11.1589283457722 0.000836282173336501 0.00409527021363497 0.515986885031418 15 3.01128014820593 0.612579053628728 2.66280975855643 0.539638866040004 0 0 0 0 8 1 5 1 0 0 0 0 +Mtfr1 3.73003225422438 1.91330931155963 11.1142370903742 0.000856675558071242 0.00417720859726191 0.613480486148045 40 3.76410018525741 1.22515810725746 11.7163629376483 2.15855546416002 0 0.773404698088987 0.370917200867911 0 10 2 22 4 0 1 1 0 +Def8 4.9078971004734 1.11114655162227 11.0965318780522 0.000864893111057709 0.00419933208390147 0.649697634051191 16 1.8820500926287 0.612579053628728 4.79305756540158 0.539638866040004 0 0 0 0 5 1 9 1 0 0 0 0 +0610007N19Rik -1.91109645132926 3.00746728871961 11.0514352180477 0.00088618570734549 0.00428448259356442 0.213195586418293 104 3.76410018525741 1.22515810725746 3.19537171026772 3.23783319624003 12.6633413375017 8.50745167897886 15.5785224364523 7.25352245598938 10 2 6 6 17 11 42 10 +Mir222 -0.996993817466121 6.95463686071109 10.9709990368329 0.000925488529598804 0.00445562199270985 0.0807689645668732 1840 94.8553246684867 89.4365418297943 64.9725581087769 79.3269133078806 174.307168998552 128.385179882772 218.099314110332 134.190165435803 252 146 122 147 234 166 588 185 +1810008I18Rik 5.51339780558776 1.46232515362208 10.9112063411294 0.000955842599218997 0.00458242187272637 1.17648456256464 25 3.01128014820593 0 8.52099122738058 0.539638866040004 0 0 0 0 8 0 16 1 0 0 0 0 +Hspa13 4.5335645533697 0.923155569802891 10.8598779959922 0.000982701686968161 0.00468178669437989 0.364299931981218 12 1.12923005557722 0.612579053628728 3.19537171026772 1.07927773208001 0 0 0 0 3 1 6 2 0 0 0 0 +Tysnd1 4.67245989477326 0.97728986546695 10.8559741340813 0.000984775465951948 0.00468178669437989 0.482797884010766 13 0.752820037051481 0.612579053628728 3.727933661979 1.61891659812001 0 0 0 0 2 1 7 3 0 0 0 0 +Syce2 5.60456215929371 1.50299640923642 10.8209113982434 0.00100360073571764 0.00475148730063828 1.26696371510068 26 2.25846011115444 0 10.1186770825144 0.539638866040004 0 0 0 0 6 0 19 1 0 0 0 0 +4732471J01Rik 2.22905943203308 2.65196176434118 10.7525538828473 0.00104135515104179 0.00490986044354827 0.261444787613366 78 9.41025046314352 6.12579053628728 7.45586732395801 9.71349958872008 2.97960972647098 0 1.11275160260373 2.90140898239575 25 10 14 18 4 0 3 4 +Mir551b 4.26611873811836 0.813539566342934 10.7376042405193 0.00104980157767058 0.00492931522684007 0.146325189223813 10 1.50564007410296 1.22515810725746 0.532561951711286 1.61891659812001 0 0 0 0 4 2 1 3 0 0 0 0 +Trmt61b 4.96768908260398 1.18270780146598 10.7120149668366 0.00106442045447841 0.00497747433836011 0.773738385816233 18 4.14051020378315 1.22515810725746 2.66280975855643 0 0 0 0 0 11 2 5 0 0 0 0 0 +Mir128-2 -3.78373754460975 1.78339732783065 10.6675010947578 0.00109034319516357 0.00507788402319035 0.714609405508328 35 0 0.612579053628728 0 0.539638866040004 3.72451215808872 0 6.6765096156224 7.25352245598938 0 1 0 1 5 0 18 10 +Mir1b -3.85021280938259 1.37783937763947 10.6302573175364 0.00111252233588625 0.00516011376116344 0.587543400081271 23 0 0 0 0.539638866040004 1.48980486323549 0.773404698088987 5.93467521388658 2.17605673679681 0 0 0 1 2 1 16 3 +Mir1a-2 -3.85009338813081 1.37783937763947 10.6208756298731 0.00111818085816543 0.00516536177800305 0.588513644741315 23 0 0 0 0.539638866040004 1.48980486323549 0.773404698088987 5.93467521388658 2.17605673679681 0 0 0 1 2 1 16 3 +Snord34 1.90390608992014 3.05424390245224 10.5999960963417 0.00113087898816678 0.00519686665966824 0.214688193526965 110 12.7979406298752 12.8641601262033 7.98842927566929 10.2531384547601 2.97960972647098 2.32021409426696 4.82192361128285 0.725352245598938 34 21 15 19 4 3 13 1 +Mir218-1 -4.02966665256278 0.645094641469066 10.5947207831945 0.00113411025263575 0.00519686665966824 0.0535461111609174 7 0 0 0 0 0.744902431617745 0.773404698088987 1.11275160260373 1.45070449119788 0 0 0 0 1 1 3 2 +U05342 3.31281709881397 2.21106562280467 10.5202105759496 0.00118076029080847 0.00538898996724985 0.596379396994932 54 7.52820037051481 1.83773716088618 12.7814868410709 1.61891659812001 0 0.773404698088987 1.11275160260373 0 20 3 24 3 0 1 3 0 +Mir190b -2.97565754853409 1.252164062092 10.5071478560106 0.00118913656386351 0.00540559688991339 0.232689411631874 19 0 0.612579053628728 0 0.539638866040004 1.48980486323549 2.32021409426696 2.96733760694329 2.90140898239575 0 1 0 1 2 3 8 4 +Mir483 -4.04934244562865 0.651060211291411 10.4898483450381 0.00120032223527343 0.0054347923430436 0.0832379094929332 7 0 0 0 0 0.744902431617745 1.54680939617797 0.741834401735823 1.45070449119788 0 0 0 0 1 2 2 2 +Gm16023 4.53803195644526 2.35992965031332 10.4655843136008 0.00121619073102306 0.00548487598457433 1.15151574664481 61 5.64615027788611 0 21.8350400201627 1.61891659812001 0 0 0.741834401735823 0 15 0 41 3 0 0 2 0 +Snhg7 2.13792964635233 3.65141323422922 10.4572204627846 0.00122170968929734 0.00548807384050498 0.32408606392021 173 12.7979406298752 9.18868580443092 43.6700800403255 7.01530525852006 2.97960972647098 2.32021409426696 5.56375801301867 5.07746571919256 34 15 82 13 4 3 15 7 +Snord65 -2.14580419998505 4.72864529291437 10.2850878951482 0.0013410963129719 0.00600074860039584 0.371398200429932 320 10.9158905372465 10.4138439116884 10.1186770825144 8.09458299060006 55.1227799397131 69.6064228280088 2.96733760694329 49.3239527007278 29 17 19 15 74 90 8 68 +Schip1 -3.88047326506437 1.2021248273388 10.2667049199552 0.00135452505481037 0.00603716049819779 0.61893576322637 17 0 0 0.532561951711286 0 4.46941458970647 4.64042818853392 0.370917200867911 2.17605673679681 0 0 1 0 6 6 1 3 +Mir3098 1.61240704288362 4.18647370891867 10.2460832181305 0.00136975126774415 0.00608126924706643 0.191902479686364 259 24.8430612226989 12.2515810725746 44.735203943748 18.8873603114001 8.93882917941294 11.6010704713348 7.41834401735823 5.07746571919256 66 20 84 35 12 15 20 7 +Bc1 1.71937890140907 6.08233428298449 10.2256826782949 0.00138498469537857 0.00612506797452305 0.251905498525133 1034 119.32197587266 32.4666898423226 206.101475312268 46.4089424794404 37.990024012505 34.0298067159154 19.2876944451314 31.9154988063533 317 53 387 86 51 44 52 44 +Snord123 -1.86495872183134 2.9794457728339 10.2155083973504 0.00139264598961371 0.00613517017046038 0.221948043618808 102 3.76410018525741 1.22515810725746 3.19537171026772 3.23783319624003 11.9184389058839 8.50745167897886 15.5785224364523 6.52817021039044 10 2 6 6 16 11 42 9 +Tmem41a 4.65538966305359 1.01032960633687 10.1935564653453 0.00140932241124598 0.00618475719704486 0.592503832690539 14 2.63487012968019 0 2.66280975855643 1.07927773208001 0 0 0 0 7 0 5 2 0 0 0 0 +Nagpa 2.97352460471786 1.43647698744846 10.0249505636796 0.00154433821273165 0.00675130230163528 0.269287136797172 24 2.25846011115444 3.06289526814364 3.727933661979 2.15855546416002 0.744902431617745 0 0.370917200867911 0 6 5 7 4 1 0 1 0 +Aes 3.23047856240689 3.06910239429643 9.97879755779423 0.00158353061299317 0.00689621537948554 0.724626715256753 113 15.4328107595554 0.612579053628728 31.4211551509659 1.61891659812001 0.744902431617745 0.773404698088987 1.85458600433956 1.45070449119788 41 1 59 3 1 1 5 2 +1810064F22Rik 4.64882868838756 1.00918245201978 9.93892777924956 0.00161819777729863 0.00702039415930697 0.634235826761203 14 3.01128014820593 1.22515810725746 2.13024780684514 0 0 0 0 0 8 2 4 0 0 0 0 0 +Cacnb2 -4.06302355816955 0.65099714984949 9.92842483925426 0.00162745746116179 0.00703382183024849 0.184783458472924 7 0 0 0 0 2.23470729485323 0.773404698088987 0.741834401735823 0.725352245598938 0 0 0 0 3 1 2 1 +Snora16a 1.50286567656058 4.93292122441817 9.91346035637294 0.00164074336933962 0.00706448371477926 0.188843777270739 464 45.5456122416146 26.953478359664 60.1795005433753 37.7747206228003 8.93882917941294 12.3744751694238 27.8187900650933 9.42957919278619 121 44 113 70 12 16 75 13 +Gm8883 4.91911838145189 1.11319601658003 9.89152693526841 0.00166041533081254 0.00712230786638013 0.886810026012036 16 1.50564007410296 0 5.32561951711286 1.07927773208001 0 0 0 0 4 0 10 2 0 0 0 0 +Zfp862 4.91910478654094 1.11319601658003 9.87749568779978 0.00167312503631305 0.00714994631622919 0.889880816099193 16 1.50564007410296 0 5.32561951711286 1.07927773208001 0 0 0 0 4 0 10 2 0 0 0 0 +Snord99 1.35178914626037 7.9464134418647 9.85562974537361 0.00169312831207699 0.00720843061223822 0.169702504217845 3970 350.437727247465 401.239280126817 355.751383743139 299.499570652202 93.8577063838358 61.8723758471189 314.166869135121 78.3380425246853 931 655 668 555 126 80 847 108 +A530013C23Rik 4.67075454704127 1.01144457530478 9.84836850934807 0.00169982444865375 0.00721003604428971 0.669417175490489 14 3.01128014820593 2.45031621451491 0 1.07927773208001 0 0 0 0 8 4 0 2 0 0 0 0 +Mir1249 -1.46196390939424 4.19931305895641 9.82633429512097 0.00172030857927311 0.00726989662574303 0.166204289309281 240 7.15179035198907 17.7647925552331 4.79305756540158 8.63422185664007 29.051194833092 30.1627832254705 19.2876944451314 26.8380330871607 19 29 9 16 39 39 52 37 +Gm10319 4.53304281290706 0.923052521660086 9.77250957165208 0.001771404990574 0.00745820329979681 0.545741897178802 12 1.12923005557722 0.612579053628728 3.727933661979 0.539638866040004 0 0 0 0 3 1 7 1 0 0 0 0 +Mug-ps1 5.60817971617746 1.61849867045231 9.71925937726679 0.00182346983499073 0.00764918780045744 1.55477121145426 31 9.03384044461778 0 3.727933661979 0 0 0 0 0 24 0 7 0 0 0 0 0 +Gm16551 4.354131830696 0.863214695780697 9.68568139447149 0.00185709505580411 0.00776170497682232 0.396645406828964 11 1.8820500926287 0 1.59768585513386 1.61891659812001 0 0 0 0 5 0 3 3 0 0 0 0 +Pglyrp2 5.56628198650274 1.52062717057535 9.66528674604056 0.00187782449715088 0.00781969982207719 1.52860050877878 27 4.51692022230889 0 7.98842927566929 0 0 0 0 0 12 0 15 0 0 0 0 0 +Mir3071 -1.64821204185537 5.6368744677411 9.59854304216309 0.00194731817483709 0.00805540202644394 0.247041989093597 753 49.6861224453978 22.0528459306342 6.92330537224672 14.5702493830801 59.5921945294196 58.778757054763 111.275160260373 64.5563498583055 132 36 13 27 80 76 300 89 +Mir136 -1.64821282525681 5.6368744677411 9.59738565350616 0.00194854597659818 0.00805540202644394 0.247073475820308 753 49.6861224453978 22.0528459306342 6.92330537224672 14.5702493830801 59.5921945294196 58.778757054763 111.275160260373 64.5563498583055 132 36 13 27 80 76 300 89 +Snord93 -1.25494995246077 4.9078644847231 9.54842408534179 0.00200121158415935 0.00824325782500295 0.134055986917462 435 16.9384508336583 17.7647925552331 18.1071063581837 15.6495271151601 40.2247313073582 38.6702349044493 59.7176693397337 23.9366241047649 45 29 34 29 54 50 161 33 +Snord35a 1.70174715785808 3.3252210053787 9.52627963338167 0.00202550307750742 0.00830004928389014 0.198593315269626 131 9.41025046314352 14.0893182334607 20.7699161167402 9.71349958872008 5.95921945294196 4.64042818853392 2.59642040607538 3.62676122799469 25 23 39 18 8 6 7 5 +Snord23 2.880318701938 2.69743879475134 9.52261880692814 0.00202954754619224 0.00830004928389014 0.586806680244875 83 10.5394805187207 2.45031621451491 19.1722302616063 3.23783319624003 1.48980486323549 0 2.59642040607538 0 28 4 36 6 2 0 7 0 +Tor2a 4.96504912312765 1.11925190379954 9.51300412469408 0.00204020885376041 0.008308383131152 1.0145183891614 16 0.752820037051481 0 5.85818146882415 1.61891659812001 0 0 0 0 2 0 11 3 0 0 0 0 +Mir3096b -1.25490289934655 4.9078644847231 9.50766947527868 0.00204614869399975 0.008308383131152 0.134706201608408 435 16.9384508336583 17.7647925552331 18.1071063581837 15.6495271151601 40.2247313073582 38.6702349044493 59.7176693397337 23.9366241047649 45 29 34 29 54 50 161 33 +Mir330 -1.20825291558237 4.07448049484978 9.43463187350017 0.00212925825635319 0.00861519032091839 0.108534074025298 231 9.41025046314352 9.80126485805965 9.05355317909186 10.2531384547601 23.0919753801501 20.8819268484026 25.9642040607538 18.8591583855724 25 16 17 19 31 27 70 26 +Etfb 4.09388203108548 2.19374397059567 9.42131605036328 0.00214477538506459 0.00864730994473039 1.02983418513554 53 7.52820037051481 1.22515810725746 15.4442965996273 0 0 0.773404698088987 0.370917200867911 0 20 2 29 0 0 1 1 0 +Snord19 0.876063538512953 7.21003568721168 9.33474082265486 0.00224849890113193 0.00903358185278707 0.073653339972383 2203 137.766066780421 192.349822839421 247.641307545748 182.397936721521 110.245559879426 91.2617543745005 123.515427889014 87.7676217174715 366 314 465 338 148 118 333 121 +A630019I02Rik -3.15210527541715 0.934489707344401 9.32519968640684 0.00226023687799841 0.00904887816770591 0.185608084067551 12 0 0 0 0.539638866040004 2.23470729485323 0.773404698088987 1.48366880347165 2.17605673679681 0 0 0 1 3 1 4 3 +Mir350 -1.60121543359211 3.66362250766063 9.30565440198189 0.00228447693038879 0.0091139446768308 0.203881256963883 172 9.78666048166926 4.90063242902982 4.26049561369029 3.77747206228003 26.8164875382388 13.1478798675128 21.1422804494709 9.42957919278619 26 8 8 7 36 17 57 13 +Crem 3.18849826131012 1.10946210718244 9.26902702465413 0.00233061478271301 0.00926561486785905 0.222801951472997 16 1.8820500926287 1.22515810725746 1.59768585513386 2.69819433020002 0 0 0.370917200867911 0 5 2 3 5 0 0 1 0 +4930483K19Rik 3.68708641143098 1.43136350552071 9.24893113660354 0.00235632917359156 0.00933531801065267 0.593716597068995 24 3.01128014820593 1.83773716088618 5.85818146882415 0.539638866040004 0 0 0 0.725352245598938 8 3 11 1 0 0 0 1 +Mir185 -1.52777986019829 4.47414367933805 9.21460940836716 0.00240091429432367 0.00947904224852354 0.205682901548038 331 11.668710574298 14.0893182334607 8.52099122738058 8.63422185664007 29.051194833092 18.5617127541357 59.7176693397337 15.2323971575777 31 23 16 16 39 24 161 21 +1810058I24Rik 3.16972279689549 2.15278125335152 9.2082777358527 0.00240923241721619 0.00947908340704717 0.637376497429492 50 3.76410018525741 1.22515810725746 14.911734647916 3.23783319624003 0 1.54680939617797 0.741834401735823 0 10 2 28 6 0 2 2 0 +B830017H08Rik -4.44239357520751 0.726906104594824 9.19329086968224 0.00242903787190477 0.00952416567643759 0.740706895714522 8 0 0 0 0 2.23470729485323 2.32021409426696 0 1.45070449119788 0 0 0 0 3 3 0 2 +Mir467c 2.92708834617393 1.77425408890849 9.10640606711324 0.00254715841147062 0.00995310872427391 0.441263037281399 35 4.51692022230889 1.83773716088618 7.45586732395801 1.61891659812001 0.744902431617745 0 0.370917200867911 0.725352245598938 12 3 14 3 1 0 1 1 +Snord49b 1.11873941988619 6.5987615159351 9.08854415482226 0.00257215540473802 0.0100164823099184 0.122736252050253 1485 147.929137280616 150.081868139038 65.5051200604882 158.653826615761 46.1839507603002 44.0840677910723 80.1181153874688 68.9084633318991 393 245 123 294 62 57 216 95 +AF357399 1.85711926889998 2.83472686690931 9.07537193547606 0.00259074877546392 0.0100224281727067 0.226204379784891 89 6.77538033346333 7.35094864354474 13.8466107444934 9.17386072268007 2.97960972647098 2.32021409426696 1.48366880347165 3.62676122799469 18 12 26 17 4 3 4 5 +1700123M08Rik -3.46961229422526 1.04557348195539 9.07501814178451 0.00259125005341671 0.0100224281727067 0.462934892296151 14 0 0 0.532561951711286 0 4.46941458970647 2.32021409426696 1.11275160260373 0.725352245598938 0 0 1 0 6 3 3 1 +Mir503 -1.66833908183362 2.85131451985718 9.05034997662944 0.00262644538937131 0.0101242371259212 0.187155656040556 88 2.63487012968019 3.67547432177237 3.727933661979 2.15855546416002 8.93882917941294 12.3744751694238 8.53109561996196 9.42957919278619 7 6 7 4 12 16 23 13 +Gm5105 -4.08556021018167 0.651395980359643 8.99963883420191 0.00270032966081392 0.0103739937474367 0.39219669962729 7 0 0 0 0 2.23470729485323 1.54680939617797 0.741834401735823 0 0 0 0 0 3 2 2 0 +Snord2 0.68662499485287 8.05603854998504 8.98514604706436 0.00272183034807585 0.0104215047891092 0.0476262641538584 3954 344.038756932527 356.52100921192 268.411223662488 337.274291275003 238.368778117678 191.804365126069 177.66933921573 204.5493332589 914 582 504 625 320 248 479 282 +Snora17 2.24774829663748 3.50549089812129 8.93298183777563 0.00280066749116143 0.0106532973481379 0.425476507007452 155 12.0451205928237 5.51321148265855 43.6700800403255 4.31711092832003 2.23470729485323 2.32021409426696 4.45100641041494 4.35211347359363 32 9 82 8 3 3 12 6 +4931408D14Rik 5.27572857378374 1.34581378174857 8.93273744968061 0.00280104224753844 0.0106532973481379 1.48235169691941 22 3.76410018525741 0 6.39074342053543 0 0 0 0 0 10 0 12 0 0 0 0 0 +Atp2a2 -2.215292751489 4.91358745778656 8.84388748645327 0.00294072096434344 0.0111473841206507 0.467742607999062 394 14.3035807039781 1.22515810725746 25.5629736821417 1.07927773208001 55.1227799397131 64.9659946394749 28.9315416676971 49.3239527007278 38 2 48 2 74 84 78 68 +Abhd1 4.58505458443503 0.966932348394413 8.77916216270766 0.0030469111657421 0.0115116743050057 0.827851653716837 13 1.8820500926287 0 3.727933661979 0.539638866040004 0 0 0 0 5 0 7 1 0 0 0 0 +Mir205 4.50599686586617 0.957002966471594 8.766264923419 0.00306853189114574 0.011555098639595 0.756170781032606 13 3.38769016673167 1.22515810725746 0 1.07927773208001 0 0 0 0 9 2 0 2 0 0 0 0 +Mir3471-1 -1.15937419505217 5.01727552817838 8.68522124907047 0.00320800633402308 0.0120405764050011 0.126878256795108 469 21.0789610374415 18.3773716088618 20.7699161167402 17.2684437132801 42.4594386022115 43.3106630929833 60.0885865406016 26.8380330871607 56 30 39 32 57 56 162 37 +Snord42b 1.04767977027939 6.25057583145994 8.58324124565768 0.00339270918332434 0.012692069436633 0.111552872862091 1095 85.4450742053431 140.280603280979 72.9609873844462 105.229578877801 52.1431702132421 51.0447100738731 32.6407136763762 60.2042363847118 227 229 137 195 70 66 88 83 +Mir331 -1.17409481969877 4.69005885814387 8.4934965188754 0.00356418179909012 0.0132899720024896 0.128795803163102 359 18.4440909077613 21.4402668770055 9.05355317909186 12.4116939189201 40.2247313073582 30.9361879235595 36.3498856850553 31.1901465607543 49 35 17 23 54 40 98 43 +Gm14207 -3.00324823073087 0.871092925706287 8.44703106540297 0.00365639855647924 0.0135894161333642 0.15985254603126 11 0.376410018525741 0 0 0 1.48980486323549 1.54680939617797 1.85458600433956 0.725352245598938 1 0 0 0 2 2 5 1 +Cldn25 4.54942307602283 0.925172743829823 8.40230848748508 0.00374744819642026 0.0138825921821932 0.884349223836269 12 0.752820037051481 0 4.26049561369029 1.07927773208001 0 0 0 0 2 0 8 2 0 0 0 0 +1700045H11Rik 3.04377110953582 1.07193064293563 8.33264337909418 0.00389389570179328 0.0143298771432897 0.218886717062531 15 1.50564007410296 1.22515810725746 1.59768585513386 2.69819433020002 0 0.773404698088987 0 0 4 2 3 5 0 1 0 0 +Rnf44 3.2988748023063 2.77326522026601 8.32986766285183 0.00389984986589446 0.0143298771432897 0.88814147132453 88 12.0451205928237 0 24.4978497787192 2.15855546416002 1.48980486323549 1.54680939617797 0.741834401735823 0 32 0 46 4 2 2 2 0 +Mir704 3.79340384491197 0.640568667512782 8.32706796869127 0.0039058648479957 0.0143298771432897 0.0354434688601307 7 0.752820037051481 0.612579053628728 1.06512390342257 1.07927773208001 0 0 0 0 2 1 2 2 0 0 0 0 +Mir542 -1.22028025417904 4.03013743187161 8.31210440174913 0.00393817361976932 0.0144021028851179 0.130055566110475 225 7.52820037051481 9.18868580443092 12.2489248893596 8.09458299060006 17.1327559272081 24.7489503388476 27.8187900650933 15.9577494031766 20 15 23 15 23 32 75 22 +Wac 3.38322498366089 1.79633313978989 8.30390608866695 0.00395599027425319 0.0144210380285077 0.721861346920702 36 5.64615027788611 1.22515810725746 7.98842927566929 1.07927773208001 0 0 0 1.45070449119788 15 2 15 2 0 0 0 2 +9530036O11Rik -3.90592057742745 0.589873232446656 8.25549260998894 0.00406288808984386 0.0147421028857615 0.331237759055039 6 0 0 0 0 2.23470729485323 0.773404698088987 0.370917200867911 0.725352245598938 0 0 0 0 3 1 1 1 +Snord69 0.829321442873894 7.24728851810705 8.2523598508662 0.00406990570465809 0.0147421028857615 0.0750533831118284 2301 165.620408151326 208.889457287396 216.752714346493 179.699742391321 116.949681763986 81.2074932993436 148.737797548032 84.8662127350757 440 341 407 333 157 105 401 117 +Mir743b 3.78685035606385 0.637395804592281 8.19261980947724 0.00420611405109844 0.0151872662414662 0.0566083797974057 7 1.12923005557722 0.612579053628728 0.532561951711286 1.07927773208001 0 0 0 0 3 1 1 2 0 0 0 0 +Ccl25 4.00707224743471 0.705516058541585 8.10993600306697 0.00440232809217308 0.0158456036377586 0.329876349067982 8 0.376410018525741 0.612579053628728 2.13024780684514 1.07927773208001 0 0 0 0 1 1 4 2 0 0 0 0 +4933405D12Rik 3.80231024017586 1.50330582921603 8.10201397067159 0.00442161019140319 0.0158649598377077 0.86077475393906 26 3.01128014820593 2.45031621451491 6.92330537224672 0 0 0 0 0.725352245598938 8 4 13 0 0 0 0 1 +4933406I18Rik 4.45625976111997 0.875643965649095 8.08094390765357 0.00447331396203213 0.0160001605977387 0.87071185126358 11 0.376410018525741 0 3.19537171026772 2.15855546416002 0 0 0 0 1 0 6 4 0 0 0 0 +1700012B15Rik 3.33623302535662 1.23879866724687 8.06792612499644 0.00450556552128317 0.0160651570618253 0.490536395444222 19 2.63487012968019 1.22515810725746 4.26049561369029 0.539638866040004 0 0 0 0.725352245598938 7 2 8 1 0 0 0 1 +Mir1933 -2.88961818869377 1.49355615703795 8.01110159985743 0.00464914476210968 0.0165254647151625 0.5323960420601 26 0.752820037051481 0 0 0.539638866040004 4.46941458970647 1.54680939617797 5.19284081215076 0.725352245598938 2 0 0 1 6 2 14 1 +Numb 1.95329378075691 2.68496615347617 7.98227285180853 0.00472375992685349 0.0167385406103721 0.299374528233305 80 7.52820037051481 4.90063242902982 15.9768585513386 4.31711092832003 2.97960972647098 1.54680939617797 2.22550320520747 1.45070449119788 20 8 30 8 4 2 6 2 +Snord38a 1.1823477090345 4.16991626203916 7.91318882092195 0.00490756876351909 0.0173360246414095 0.128871393511598 255 20.32614100039 25.7283202524066 18.1071063581837 28.6008599001202 6.7041218845597 8.50745167897886 13.7239364321127 10.8802836839841 54 42 34 53 9 11 37 15 +AV039307 5.09008817287059 1.20115324949227 7.88936352249698 0.00497263606784323 0.0175116597327442 1.66106517774719 18 1.50564007410296 0 7.45586732395801 0 0 0 0 0 4 0 14 0 0 0 0 0 +Snord42a -1.51965554754967 5.1124680210519 7.83023664100487 0.00513793726366687 0.0180381120549043 0.253810279138324 438 22.9610111300702 18.9899506624906 10.6512390342257 18.8873603114001 69.2759261404503 77.3404698088987 11.1275160260373 49.3239527007278 61 31 20 35 93 100 30 68 +Mir127 -1.11848606176093 10.0332154839942 7.82060446074092 0.00516539172264824 0.0180463984956322 0.149456777331932 14429 1114.55006485472 856.385516972962 252.43436511115 418.759760047043 1622.39749606345 1621.05624719452 839.014708363215 1656.70452894797 2961 1398 474 776 2178 2096 2262 2284 +Tmem179b 4.81663146241863 1.10112721380222 7.81831819620231 0.00517193015606638 0.0180463984956322 1.38933517466335 16 3.01128014820593 0 4.26049561369029 0 0 0 0 0 8 0 8 0 0 0 0 0 +Hyi 4.32129347922799 0.820852932222921 7.80037778074796 0.00522353122582634 0.018170881489841 0.797692852567946 10 0.376410018525741 0 2.66280975855643 2.15855546416002 0 0 0 0 1 0 5 4 0 0 0 0 +Gm9899 -3.58216582650822 0.514182795737986 7.74731770463931 0.00537923780937932 0.0186030180353617 0.0295587958862323 5 0 0 0 0 0.744902431617745 0.773404698088987 0.741834401735823 0.725352245598938 0 0 0 0 1 1 2 1 +4931403E22Rik 4.86608799136852 1.10705389582282 7.7469394781806 0.00538036455010462 0.0186030180353617 1.46990440986529 16 2.25846011115444 0 5.32561951711286 0 0 0 0 0 6 0 10 0 0 0 0 0 +Surf1 2.79918337055091 1.28462508396559 7.72984361815808 0.00543154534479259 0.0187232424121098 0.35605662419341 20 1.12923005557722 1.83773716088618 3.727933661979 2.69819433020002 0 0 0.741834401735823 0 3 3 7 5 0 0 2 0 +Mir463 3.80805238544316 0.642605100496102 7.71570176683264 0.00547425756124547 0.0188136381848828 0.182625352519356 7 0.752820037051481 1.83773716088618 0.532561951711286 0.539638866040004 0 0 0 0 2 3 1 1 0 0 0 0 +B430319G15Rik -3.85484828579296 0.584262995648631 7.69086941680239 0.00555008848211319 0.0189793100197216 0.439490310367776 6 0 0 0 0 2.23470729485323 0.773404698088987 0.741834401735823 0 0 0 0 0 3 1 2 0 +Mir152 -0.717373444644135 7.34718489802364 7.68903537719282 0.00555573141681596 0.0189793100197216 0.0601625081585255 2398 127.979406298752 138.442866120093 109.707762052525 113.863800734441 189.950120062525 167.055414787221 248.514524581501 198.746515294109 340 226 206 211 255 216 670 274 +5730420D15Rik 3.97222804994188 0.701295701561391 7.58721426344322 0.00587837155552645 0.0200215580443453 0.432867265310936 8 0.752820037051481 0 2.13024780684514 1.07927773208001 0 0 0 0 2 0 4 2 0 0 0 0 +Mir351 -0.791220728294839 8.686434600189 7.54485648167784 0.00601816154497295 0.020436673579804 0.0773151721858737 5692 274.402903505265 362.034220694578 167.224452837344 402.030955199803 631.677262011848 531.329027587134 382.415634094817 541.838127462407 729 591 314 745 848 687 1031 747 +Dmr 4.72266894934163 1.05558803758301 7.53885908406383 0.00603822659950114 0.0204439660238303 1.38979384685793 15 3.01128014820593 0 0 3.77747206228003 0 0 0 0 8 0 0 7 0 0 0 0 +Adhfe1 2.85699150346561 1.46062082791113 7.51879164068839 0.00610586249546024 0.0205943194240846 0.446927226811189 25 4.14051020378315 1.22515810725746 3.19537171026772 2.15855546416002 1.48980486323549 0 0 0 11 2 6 4 2 0 0 0 +C330022C24Rik 4.76717929604495 1.06084871369595 7.51499870310104 0.00611873294019691 0.0205943194240846 1.44898233464353 15 2.25846011115444 0 4.79305756540158 0 0 0 0 0 6 0 9 0 0 0 0 0 +E430016F16Rik -3.92267772171697 0.589304299789426 7.50602828635605 0.0061492822263903 0.020604613895228 0.58028646022718 6 0 0 0 0 1.48980486323549 0 0.370917200867911 2.17605673679681 0 0 0 0 2 0 1 3 +Ncaph2 2.98102373733282 1.88565061259885 7.49949808312218 0.0061716190838939 0.020604613895228 0.659954959399969 39 5.26974025936037 3.06289526814364 8.52099122738058 0.539638866040004 0.744902431617745 0 0 1.45070449119788 14 5 16 1 1 0 0 2 +Mir345 -0.894627342814139 6.16636713262709 7.49822987107232 0.00617596665395968 0.020604613895228 0.0930378402533451 1042 66.2481632605304 46.5560080757833 44.2026419920368 41.0125538190403 93.1128039522181 92.0351590725894 101.26039583694 82.6901559982789 176 76 83 76 125 119 273 114 +Rnu12 1.87451010384159 3.86470859463248 7.43579552508771 0.00639390933463532 0.0212695351335828 0.371941033253866 212 35.0061317228939 3.06289526814364 35.1490888129449 7.01530525852006 5.95921945294196 6.18723758471189 4.08008920954702 5.8028179647915 93 5 66 13 8 8 11 8 +Mir92-2 0.834608763223021 7.78846538426593 7.38642500296428 0.0065717981352971 0.0217977374196918 0.0864815557634083 3238 288.330074190717 320.991424101454 163.496519175365 353.463457256203 204.84816869488 150.813916127352 101.631313037808 175.535243434943 766 524 307 655 275 195 274 242 +4933425B07Rik 3.9241982486516 0.695854728705549 7.38105228770181 0.00659145921804928 0.0217995796167949 0.44178457021332 8 1.50564007410296 0.612579053628728 1.59768585513386 0 0 0 0 0 4 1 3 0 0 0 0 0 +Mir297a-3 -2.47936834158659 1.71218145294539 7.32518775000051 0.00679948610255149 0.0224225827832695 0.460398530180141 32 0 0 0.532561951711286 2.15855546416002 3.72451215808872 2.32021409426696 4.45100641041494 5.07746571919256 0 0 1 4 5 3 12 7 +Lrrc28 3.23201673481653 2.36192282906825 7.30137976409521 0.00689016798552931 0.0226561431455013 0.931712651265681 60 4.51692022230889 1.22515810725746 21.3024780684514 1.07927773208001 0 1.54680939617797 0 1.45070449119788 12 2 40 2 0 2 0 2 +Mir378b -4.0857848555607 0.698687992326907 7.27231991817715 0.00700252992047912 0.0229594443657088 0.958614553596914 8 0 0 0 0 0 2.32021409426696 1.85458600433956 0 0 0 0 0 0 3 5 0 +Mir664 -0.994464145831067 5.49585681483252 7.25649590052302 0.00706450000488604 0.0230962593282951 0.11543888745938 632 28.2307513894306 32.4666898423226 20.2373541650289 37.7747206228003 58.8472920978018 48.7244959796062 57.8630833353942 71.0845200686959 75 53 38 70 79 63 156 98 +G630025P09Rik 3.16936934987257 1.07132330033658 7.25031573802438 0.00708885466881771 0.0231096662203457 0.458358364233334 15 0.752820037051481 0.612579053628728 2.66280975855643 3.23783319624003 0 0 0.370917200867911 0 2 1 5 6 0 0 1 0 +Tmem161b 4.06849315752567 0.709956285202908 7.22072351001558 0.00720666544788455 0.023426795658223 0.6537375740853 8 0 1.22515810725746 1.06512390342257 2.15855546416002 0 0 0 0 0 2 2 4 0 0 0 0 +Snora36b -0.98973397816555 5.49748452573385 7.18772095874358 0.00734041539782476 0.0237937896844263 0.115485696310988 633 28.6071614079563 32.4666898423226 20.2373541650289 37.7747206228003 58.8472920978018 48.7244959796062 57.8630833353942 71.0845200686959 76 53 38 70 79 63 156 98 +Gm9920 3.58699262965307 0.575929247951925 7.17616858442569 0.00738783103628811 0.0238482783691762 0.0299525985041335 6 0.752820037051481 0.612579053628728 1.06512390342257 0.539638866040004 0 0 0 0 2 1 2 1 0 0 0 0 +Mir3096 3.58698407384378 0.575929247951925 7.17345169592951 0.00739902764477507 0.0238482783691762 0.0306521588390255 6 0.752820037051481 0.612579053628728 1.06512390342257 0.539638866040004 0 0 0 0 2 1 2 1 0 0 0 0 +C130080G10Rik -3.58121232355974 0.514014595028031 7.16159261372169 0.00744810371892481 0.02393883476984 0.199889699365146 5 0 0 0 0 0 0.773404698088987 0.741834401735823 1.45070449119788 0 0 0 0 0 1 2 2 +Mir449a -3.54427958355493 0.508395334408893 7.12012766171262 0.00762232784978802 0.0244299889792363 0.172211097229257 5 0 0 0 0 0 0.773404698088987 1.11275160260373 0.725352245598938 0 0 0 0 0 1 3 1 +2310015A10Rik 3.88092555356897 0.691758047831006 7.08655782076413 0.0077664276979463 0.0248221120542205 0.487031614671006 8 1.8820500926287 0 1.06512390342257 0.539638866040004 0 0 0 0 5 0 2 1 0 0 0 0 +Mir3061 -1.44204597140223 3.21903376859713 7.02924964927639 0.00801889456553959 0.0255207005104828 0.204798976981274 119 4.51692022230889 6.12579053628728 1.59768585513386 5.93602752644005 8.19392674779519 14.6946892636907 12.2402676286411 14.5070449119788 12 10 3 11 11 19 33 20 +2410004N09Rik 4.19079569819786 2.11731138088488 7.02682968914942 0.00802973837271107 0.0255207005104828 1.60622005439893 50 8.2810204075663 0 13.8466107444934 0 0 0 0.741834401735823 0 22 0 26 0 0 0 2 0 +AW112010 3.48093740203176 1.74835513330032 6.99861234370609 0.00815729257425538 0.0258540856311816 1.01336863056868 34 3.38769016673167 0 11.183800985937 1.07927773208001 0.744902431617745 0 0.370917200867911 0 9 0 21 2 1 0 1 0 +A730017L22Rik 3.47278151602734 1.32075691711653 6.9378250633152 0.00843916654528549 0.0266733768093372 0.811991991199655 21 2.63487012968019 1.83773716088618 5.32561951711286 0 0.744902431617745 0 0 0 7 3 10 0 1 0 0 0 +9430083A17Rik 3.75755572586871 0.636221593167552 6.87510421819728 0.00874046603686741 0.0275493694697948 0.370716480330013 7 1.12923005557722 0 1.59768585513386 0.539638866040004 0 0 0 0 3 0 3 1 0 0 0 0 +Mir1968 2.22505699076217 1.70917163211724 6.82625175176362 0.00898275777158784 0.0282350595520158 0.343304792798651 33 4.14051020378315 2.45031621451491 4.26049561369029 2.69819433020002 0 0 1.48366880347165 0.725352245598938 11 4 8 5 0 0 4 1 +Snora64 2.58664293097866 2.05919567562502 6.75444832193797 0.00935142548867837 0.0293131222048957 0.630152190440773 47 6.77538033346333 4.2880533754011 7.98842927566929 0.539638866040004 0 0 1.85458600433956 0.725352245598938 18 7 15 1 0 0 5 1 +Wdr73 3.72874474943047 0.633055243345956 6.74663559887728 0.00939246309205918 0.0293610969535329 0.381176116932071 7 1.50564007410296 0 1.06512390342257 0.539638866040004 0 0 0 0 4 0 2 1 0 0 0 0 +C030037D09Rik 3.7283557444017 0.633055243345956 6.73331978029021 0.00946283223148127 0.0295002502079785 0.385288183337888 7 1.50564007410296 0 1.06512390342257 0.539638866040004 0 0 0 0 4 0 2 1 0 0 0 0 +Mir1947 -1.29225062781324 3.51713179860465 6.72362225848386 0.00951441970987475 0.0295377133586962 0.17637734020581 146 5.64615027788611 9.18868580443092 3.19537171026772 7.01530525852006 16.3878534955904 21.6553315464916 10.7565988251694 13.0563404207809 15 15 6 13 22 28 29 18 +B230206H07Rik 3.72896488407049 0.633160717686267 6.72133586209116 0.00952662446625785 0.0295377133586962 0.390071784390493 7 1.50564007410296 0 0.532561951711286 1.07927773208001 0 0 0 0 4 0 1 2 0 0 0 0 +Mir329 -2.30769827030506 1.21198057502509 6.6682431812755 0.00981458873210659 0.0303480914453486 0.257827607409142 18 0 1.22515810725746 0 0.539638866040004 1.48980486323549 2.32021409426696 2.59642040607538 2.17605673679681 0 2 0 1 2 3 7 3 +Gm16880 3.73564887167009 0.634016524297442 6.65452030088587 0.0098904593606521 0.0304565326670812 0.420760200355054 7 1.50564007410296 0.612579053628728 1.06512390342257 0 0 0 0 0 4 1 2 0 0 0 0 0 +Gm20605 3.73559585478047 0.634016524297442 6.65225446025383 0.00990304436414297 0.0304565326670812 0.421505452357169 7 1.50564007410296 0.612579053628728 1.06512390342257 0 0 0 0 0 4 1 2 0 0 0 0 0 +Snora3 1.86825425536264 2.53153259610182 6.62799706139387 0.0100388084185283 0.0307910763589806 0.332450258524806 69 5.26974025936037 12.2515810725746 6.92330537224672 4.85674979436004 0 1.54680939617797 1.85458600433956 4.35211347359363 14 20 13 9 0 2 5 6 +Gm16548 3.60645738319239 0.579129439357768 6.61046583221599 0.0101381137829179 0.0310095193248675 0.218585443323115 6 0.376410018525741 0.612579053628728 1.59768585513386 0.539638866040004 0 0 0 0 1 1 3 1 0 0 0 0 +Mir146 -0.710385217413554 9.95438463861553 6.60585785691055 0.0101643823203334 0.0310095193248675 0.0720889056183886 13917 800.624109404251 843.521356846759 415.930884286514 948.685126498327 1416.05952250533 1310.14755856274 947.693448217513 1250.50727141257 2127 1377 781 1758 1901 1694 2555 1724 +Mir92b -1.20464955764474 4.09905235792638 6.51075099430791 0.0107224214798592 0.0326247544227182 0.174535292554225 237 18.820500926287 7.35094864354474 4.79305756540158 7.55494412456006 23.8368778117678 20.8819268484026 22.2550320520747 23.9366241047649 50 12 9 14 32 27 60 33 +Snord32a 0.713154759186002 7.44314472595647 6.43185559681011 0.0112091413533676 0.0340149741600863 0.0718378375211682 2646 190.087059355499 241.356147129719 201.308417746866 225.569046004722 122.16399878531 89.7149449783225 185.829517634824 123.309881751819 505 394 378 418 164 116 501 170 +Snora7a 2.05831817674996 2.65448513034462 6.39898765932659 0.0114185456444799 0.0345585161282535 0.458148105708972 80 11.2923005557722 1.22515810725746 13.8466107444934 4.85674979436004 0.744902431617745 3.09361879235595 2.59642040607538 0.725352245598938 30 2 26 9 1 4 7 1 +Mir1949 -3.76288567906348 0.525471344199101 6.38181349797709 0.0115295565279671 0.0348021798899749 0.754988501707246 5 0 0 0 0 0.744902431617745 0.773404698088987 0 2.17605673679681 0 0 0 0 1 1 0 3 +Rreb1 2.06949507568778 3.06306696391568 6.37701166765809 0.0115607924861958 0.0348043910996025 0.501561562512581 113 17.3148608521841 1.83773716088618 22.367601971874 2.15855546416002 2.23470729485323 3.09361879235595 3.3382548078112 1.45070449119788 46 3 42 4 3 4 9 2 +B430010I23Rik 3.55351468097294 0.571660508506008 6.3544906141278 0.0117084555342437 0.0351404025748002 0.247102671095999 6 1.12923005557722 0 1.06512390342257 0.539638866040004 0 0 0 0 3 0 2 1 0 0 0 0 +A330009N23Rik -3.6867092751393 0.572526588246057 6.34887399528495 0.0117455825929726 0.0351404025748002 0.748592452363549 6 0 0 0 0 1.48980486323549 0 1.48366880347165 0 0 0 0 0 2 0 4 0 +Mir1191 2.78203182954512 1.72966994996824 6.34597432028139 0.011764797356331 0.0351404025748002 0.684946592726654 34 6.39897031493759 0 5.32561951711286 2.15855546416002 0 0.773404698088987 0.370917200867911 0.725352245598938 17 0 10 4 0 1 1 1 +Gm10791 4.2152909010073 0.811121956733704 6.31476588511987 0.0119736554136196 0.0356708637779113 1.27425151461492 10 1.50564007410296 0 3.19537171026772 0 0 0 0 0 4 0 6 0 0 0 0 0 +Mir19a 1.07983908902361 3.97679686744879 6.30696565561283 0.0120264496203465 0.0357348411896234 0.131590049177405 223 24.8430612226989 14.7018972870895 18.639668309895 19.4269991774402 11.1735364742662 10.8276657732458 9.64384722256569 5.07746571919256 66 24 35 36 15 14 26 7 +2900009J06Rik 4.10958364300506 0.80184621361431 6.21618451938267 0.012658762709386 0.0375159694841802 1.18480450373992 10 2.63487012968019 0 1.59768585513386 0 0 0 0 0 7 0 3 0 0 0 0 0 +Rnu11 1.78240522507142 4.31503812639707 6.21011956935085 0.0127022049994492 0.0375471914621023 0.428450018320618 297 39.146641926677 6.73836958991601 61.7771863985092 4.31711092832003 5.95921945294196 9.28085637706784 11.1275160260373 5.8028179647915 104 11 116 8 8 12 30 8 +Mir29a -0.77500990655082 11.1527649022789 6.20113244815113 0.0127668602517145 0.0376407946956234 0.0917237176546651 33081 1846.29114086876 2137.90089716426 774.877639739921 1956.73052826106 2932.68087327906 2669.79301780318 3109.76981207657 2779.54980513513 4905 3490 1455 3626 3937 3452 8384 3832 +4931440P22Rik 2.69422554144544 0.922636384440636 6.17634512081849 0.0129469442129526 0.0380549526008401 0.214786057182653 12 1.50564007410296 0.612579053628728 1.06512390342257 2.15855546416002 0.744902431617745 0 0 0 4 1 2 4 1 0 0 0 +4930405P13Rik 4.2497789323049 0.814222276413148 6.17264663574254 0.0129740373021269 0.0380549526008401 1.39750324685157 10 1.12923005557722 0 3.727933661979 0 0 0 0 0 3 0 7 0 0 0 0 0 +Mir666 -2.8061534653004 0.780065908832119 6.10876767067663 0.0134512885456024 0.0393536416167497 0.307684101038399 9 0 0 0 0.539638866040004 1.48980486323549 1.54680939617797 0.370917200867911 2.17605673679681 0 0 0 1 2 2 1 3 +Gm12718 3.58286595198089 0.575822842137927 6.08629627639691 0.0136234373520169 0.0397553504313331 0.387364388499996 6 0.752820037051481 0.612579053628728 1.59768585513386 0 0 0 0 0 2 1 3 0 0 0 0 0 +2700089E24Rik 3.04034763305133 2.50936021306659 6.06545976007677 0.0137850864462438 0.0401244480488883 1.06340957989852 70 10.163070500195 0 19.1722302616063 1.07927773208001 0.744902431617745 0.773404698088987 0 2.17605673679681 27 0 36 2 1 1 0 3 +Hdac10 5.17854776665305 1.21291547686687 5.98797298382951 0.0144037447826874 0.0418185058449017 2.86212993058382 18 0 0 9.58611513080315 0 0 0 0 0 0 0 18 0 0 0 0 0 +A730056A06Rik -3.88862786022957 0.58495654109149 5.96694282220945 0.0145765308657852 0.0421493529597482 1.24086248700738 6 0 0 0 0 0 3.09361879235595 0.741834401735823 0 0 0 0 0 0 4 2 0 +E230016K23Rik -4.09400759049536 0.596535776513554 5.96512314938062 0.0145915814365474 0.0421493529597482 1.56212556694803 6 0 0 0 0 1.48980486323549 3.09361879235595 0 0 0 0 0 0 2 4 0 0 +4930545L23Rik 3.63102556342012 0.580100294207571 5.95937747087293 0.0146392092114785 0.0421801457330732 0.505866402721896 6 0.376410018525741 1.22515810725746 1.59768585513386 0 0 0 0 0 1 2 3 0 0 0 0 0 +C730036E19Rik 3.98433831465099 0.747886821890444 5.94057162323054 0.0147962191493838 0.0425251537769444 1.13720095722326 9 2.25846011115444 0 1.59768585513386 0 0 0 0 0 6 0 3 0 0 0 0 0 +Mir1198 2.02251815934069 1.98527793197627 5.93243011716153 0.0148647293422962 0.0426147140189948 0.384617578194097 43 4.51692022230889 1.22515810725746 8.52099122738058 3.23783319624003 0.744902431617745 0.773404698088987 1.11275160260373 1.45070449119788 12 2 16 6 1 1 3 2 +A630066F11Rik 3.35419612704177 0.511731227834426 5.90779878757091 0.015073996105635 0.0431063397406755 0.0712524213500464 5 0.376410018525741 0.612579053628728 0.532561951711286 1.07927773208001 0 0 0 0 1 1 1 2 0 0 0 0 +9130019P16Rik 2.58125904051328 1.28957758188625 5.88489470654099 0.015271310779889 0.0435614139996332 0.461891716738463 20 1.8820500926287 1.83773716088618 4.26049561369029 1.07927773208001 0 1.54680939617797 0 0 5 3 8 2 0 2 0 0 +Gm3230 3.82004375468799 0.642568227191324 5.85518798947079 0.0155311989808048 0.0441922644316666 0.88155082129089 7 0.376410018525741 0 2.66280975855643 0.539638866040004 0 0 0 0 1 0 5 1 0 0 0 0 +AW011738 3.69345791739809 0.584493580316665 5.83434901705041 0.0157162238744738 0.0446074911462054 0.652463491341716 6 0 1.83773716088618 1.06512390342257 0.539638866040004 0 0 0 0 0 3 2 1 0 0 0 0 +D330050I16Rik 2.63984206412724 0.86834372342209 5.78744543082694 0.0161410277604573 0.0456995351729076 0.215318076592632 11 1.12923005557722 1.22515810725746 0.532561951711286 2.15855546416002 0 0 0.370917200867911 0 3 2 1 4 0 0 1 0 +Gm16119 2.68544441180776 1.44185052363263 5.77488170221592 0.0162568143577536 0.0459134286688042 0.687146649592492 24 0.376410018525741 2.45031621451491 4.26049561369029 4.31711092832003 0 0 1.11275160260373 0 1 4 8 8 0 0 3 0 +F730035M05Rik 2.49547258142171 1.1680071013812 5.76885599976352 0.016312650365773 0.0459573680675235 0.387824572819989 17 0.752820037051481 3.06289526814364 3.19537171026772 1.07927773208001 0 0 0.370917200867911 0.725352245598938 2 5 6 2 0 0 1 1 +5730522E02Rik 2.76245017880367 0.916793078443015 5.75511501972287 0.0164407192617596 0.0462040903390829 0.353082848916062 12 1.50564007410296 0.612579053628728 2.66280975855643 0.539638866040004 0 0 0.370917200867911 0 4 1 5 1 0 0 1 0 +Cox18 3.51416475693795 0.56943721310897 5.68624793015237 0.0170983750335707 0.0479342651432534 0.476558529526503 6 1.50564007410296 0.612579053628728 0.532561951711286 0 0 0 0 0 4 1 1 0 0 0 0 0 +1700042O10Rik 3.51379386607101 0.56943721310897 5.67570095153774 0.0172014657398473 0.0481050794342299 0.481155572728692 6 1.50564007410296 0.612579053628728 0.532561951711286 0 0 0 0 0 4 1 1 0 0 0 0 0 +Gm13944 3.33654009544204 0.507320755410798 5.66675965956878 0.0172893639860034 0.0482326755697553 0.149058956909142 5 0.752820037051481 0 1.06512390342257 0.539638866040004 0 0 0 0 2 0 2 1 0 0 0 0 +Apol7d 3.33640468038263 0.507320755410798 5.66156634989234 0.0173406299611086 0.0482577043551827 0.151153519316103 5 0.752820037051481 0 1.06512390342257 0.539638866040004 0 0 0 0 2 0 2 1 0 0 0 0 +Senp2 3.92517255297169 0.697936718929815 5.64039715730873 0.0175512308723554 0.0487249499400427 1.19667698619383 8 1.12923005557722 0 2.66280975855643 0 0 0 0 0 3 0 5 0 0 0 0 0 +Gm10658 3.34091350906989 0.50829381891728 5.62818065811652 0.0176739657426032 0.0489465895929861 0.171540653150836 5 0.752820037051481 0.612579053628728 1.06512390342257 0 0 0 0 0 2 1 2 0 0 0 0 0 +9530080O11Rik 3.34072482895183 0.50829381891728 5.61473330342885 0.0178100913383175 0.0492041506465381 0.177314392730038 5 0.752820037051481 0.612579053628728 1.06512390342257 0 0 0 0 0 2 1 2 0 0 0 0 0 +Raver1-fdx1l 2.87286321789869 1.67787191601149 5.6046163051438 0.0179132173364989 0.0493695192776456 0.905203978576739 32 4.51692022230889 0 7.98842927566929 1.07927773208001 0 0 0.741834401735823 0.725352245598938 12 0 15 2 0 0 2 1 +Gm12992 3.04875774551116 1.01806369607825 5.59241059427249 0.0180384553041366 0.0495896017389445 0.699288529447826 14 1.50564007410296 1.22515810725746 3.727933661979 0 0 0 0.370917200867911 0 4 2 7 0 0 0 1 0 +Mirlet7c-1 -0.847452051805146 5.22298069859893 5.5883814412825 0.0180799950248912 0.0495896017389445 0.106368467263813 536 27.8543413709048 25.1157411987778 23.9652878270079 26.9819433020002 51.3982677816244 39.4436396025383 56.0084973310546 39.8943735079416 74 41 45 50 69 51 151 55 +1300002E11Rik 3.81596413981066 1.56184945519892 5.56469628672711 0.0183261890941558 0.0501443207588292 1.5790272758423 28 3.76410018525741 0 9.05355317909186 0 0.744902431617745 0 0 0 10 0 17 0 1 0 0 0 +3110039I08Rik -3.80472087952194 0.525704134119528 5.55031982429029 0.0184773104602497 0.0504368689836004 1.31921588338219 5 0 0 0 0 0 1.54680939617797 0 2.17605673679681 0 0 0 0 0 2 0 3 +Snora65 1.50579407703745 2.74607363527145 5.51827420118232 0.0188188154138472 0.0512464639312642 0.258966001783453 83 9.03384044461778 6.73836958991601 9.05355317909186 7.55494412456006 2.23470729485323 4.64042818853392 0.741834401735823 4.35211347359363 24 11 17 14 3 6 2 6 +2700069I18Rik 3.35598044839475 0.510649345537855 5.50985152370841 0.018909652106259 0.0513712215553368 0.246759016542805 5 0.376410018525741 0 1.06512390342257 1.07927773208001 0 0 0 0 1 0 2 2 0 0 0 0 +1810014B01Rik 3.62213282254788 0.579022863117308 5.49945150044679 0.0190224394292603 0.0515548774080427 0.729733922836284 6 0.376410018525741 0.612579053628728 2.13024780684514 0 0 0 0 0 1 1 4 0 0 0 0 0 +Gm15850 -3.4685487190623 0.453518741622584 5.49476862484773 0.0190734515445217 0.0515706355741688 0.662816178731498 4 0 0 0 0 0 3.09361879235595 0 0 0 0 0 0 0 4 0 0 +St7l 2.01288859698524 1.70092759076908 5.48093667293871 0.0192249546450859 0.0518573835698416 0.355311316107082 32 3.01128014820593 1.83773716088618 6.39074342053543 2.15855546416002 0.744902431617745 0.773404698088987 0.370917200867911 1.45070449119788 8 3 12 4 1 1 1 2 +Gm19705 -3.45826853931587 0.453052534566718 5.47006467058858 0.0193449097141123 0.0519353929030638 0.662830924165423 4 0 0 0 0 1.48980486323549 1.54680939617797 0 0 0 0 0 0 2 2 0 0 +Mir701 -3.45826853931587 0.453052534566718 5.47006467058858 0.0193449097141123 0.0519353929030638 0.662830924165423 4 0 0 0 0 1.48980486323549 1.54680939617797 0 0 0 0 0 0 2 2 0 0 +Mir5121 1.94742522131445 1.83785122259044 5.46371183478768 0.0194153608768173 0.0520021754940106 0.376976641880258 37 3.01128014820593 6.73836958991601 3.727933661979 2.15855546416002 0.744902431617745 0.773404698088987 1.85458600433956 0 8 11 7 4 1 1 5 0 +B330016D10Rik -2.50767371876482 0.698215002345895 5.44772191063042 0.0195938609458612 0.0522167768364866 0.124397604157873 8 0.376410018525741 0 0 0 0.744902431617745 0.773404698088987 1.48366880347165 0.725352245598938 1 0 0 0 1 1 4 1 +Slc25a43 -3.4480079930147 0.452586463588376 5.44551706108157 0.0196186070676853 0.0522167768364866 0.662845665063294 4 0 0 0 0 2.97960972647098 0 0 0 0 0 0 0 4 0 0 0 +4930412C18Rik -3.44582480224272 0.452480479327341 5.44018900903335 0.0196785399120852 0.0522167768364866 0.662849017103566 4 0 0 0 0 0.744902431617745 0.773404698088987 0 1.45070449119788 0 0 0 0 1 1 0 2 +Gm17769 -3.44582480224272 0.452480479327341 5.44018900903335 0.0196785399120852 0.0522167768364866 0.662849017103566 4 0 0 0 0 0.744902431617745 0.773404698088987 0 1.45070449119788 0 0 0 0 1 1 0 2 +Gm16793 3.8020337492873 0.688518277319339 5.42637575966782 0.0198348020525061 0.0525093019533862 1.14605199882266 8 2.25846011115444 0 1.06512390342257 0 0 0 0 0 6 0 2 0 0 0 0 0 +Gm1976 3.96505343635482 0.701085179925696 5.40773855698514 0.0200476710334957 0.0529499829843023 1.4104325634118 8 0.752820037051481 0 3.19537171026772 0 0 0 0 0 2 0 6 0 0 0 0 0 +4930546K05Rik 3.3780699750764 0.512599363933001 5.37363163317102 0.0204433709865162 0.0538704071492264 0.345436453514407 5 0.376410018525741 1.22515810725746 1.06512390342257 0 0 0 0 0 1 2 2 0 0 0 0 0 +Mir708 -2.70135803241191 1.11706885896262 5.34908000107217 0.0207332077846312 0.0545082720789497 0.690665480064451 16 0.376410018525741 0.612579053628728 0 0 4.46941458970647 0 2.59642040607538 0.725352245598938 1 1 0 0 6 0 7 1 +4930564K09Rik 3.69170669564661 0.632949774856083 5.32080968933014 0.021072217773455 0.0552721850103729 1.00252818613106 7 1.50564007410296 0 1.59768585513386 0 0 0 0 0 4 0 3 0 0 0 0 0 +Ankrd11 1.96126465720303 2.75937978938144 5.29511077212736 0.0213853707710683 0.0559649267196994 0.533978830954618 86 9.41025046314352 3.67547432177237 20.2373541650289 1.07927773208001 3.72451215808872 0.773404698088987 2.59642040607538 1.45070449119788 25 6 38 2 5 1 7 2 +4930549G23Rik 3.73291288818271 0.636115959509291 5.28578650424838 0.021500178946634 0.056096823449027 1.08974823744321 7 1.12923005557722 0 2.13024780684514 0 0 0 0 0 3 0 4 0 0 0 0 0 +Fam187b 3.40750838155301 0.514959693115746 5.28128787037075 0.0215557979169443 0.056096823449027 0.439996919847348 5 0 0.612579053628728 1.06512390342257 1.07927773208001 0 0 0 0 0 1 2 2 0 0 0 0 +Arfrp1 3.73280218207586 0.636115959509291 5.27666760364891 0.0216130757911117 0.056096823449027 1.09566280406182 7 1.12923005557722 0 2.13024780684514 0 0 0 0 0 3 0 4 0 0 0 0 0 +Gm16675 3.73278328960771 0.636115959509291 5.27510930167437 0.0216324297261804 0.056096823449027 1.0966762807282 7 1.12923005557722 0 2.13024780684514 0 0 0 0 0 3 0 4 0 0 0 0 0 +Zfp809 2.81592639123663 1.01263546598095 5.23701247160209 0.0221112134412513 0.0572083776337137 0.563889241244921 14 2.63487012968019 0 2.13024780684514 1.07927773208001 0.744902431617745 0 0 0 7 0 4 2 1 0 0 0 +4930519F09Rik -3.84018091881949 0.526508567699668 5.23153052240778 0.0221810060670799 0.0572591129469188 1.62636121639256 5 0 0 0 0 0 3.09361879235595 0 0.725352245598938 0 0 0 0 0 4 0 1 +Gm12295 -3.35931756219091 0.447201854242734 5.21834552653385 0.0223498050362332 0.0575124537560954 0.663015956900515 4 0 0 0 0 0.744902431617745 1.54680939617797 0.370917200867911 0 0 0 0 0 1 2 1 0 +Mllt10 1.67811285283094 2.63174282351349 5.21600130095696 0.0223799557122755 0.0575124537560954 0.35875120038054 76 8.2810204075663 2.45031621451491 13.8466107444934 5.39638866040004 2.97960972647098 3.09361879235595 0.741834401735823 2.90140898239575 22 4 26 10 4 4 2 4 +Mir1929 -3.35568431275758 0.447032885515528 5.21000882108841 0.0224572207734701 0.0575813233764706 0.66302130039062 4 0 0 0 0 0 1.54680939617797 0.370917200867911 0.725352245598938 0 0 0 0 0 2 1 1 +Gm5088 -3.34697233984356 0.446631713835776 5.19014665409368 0.0227152993249145 0.0581124585868329 0.663033987064423 4 0 0 0 0 0 0.773404698088987 0.370917200867911 1.45070449119788 0 0 0 0 0 1 1 2 +H2-K2 3.35732186553034 0.510542271319729 5.17039290041543 0.0229750190088668 0.0584923769309973 0.428229544722813 5 0.376410018525741 0 1.59768585513386 0.539638866040004 0 0 0 0 1 0 3 1 0 0 0 0 +Mir467d -2.15045494570394 1.54637069289957 5.16750400784491 0.0230132589767045 0.0584923769309973 0.500018441660885 27 0 0 0.532561951711286 2.15855546416002 3.72451215808872 1.54680939617797 4.08008920954702 2.90140898239575 0 0 1 4 5 2 11 4 +Psmd2 2.49254330201563 2.29775327700081 5.16090442147884 0.0231008647398514 0.0584923769309973 0.854651385128274 58 7.15179035198907 0 15.4442965996273 1.61891659812001 1.48980486323549 0 1.11275160260373 1.45070449119788 19 0 29 3 2 0 3 2 +Hsf4 2.33319063102609 1.14466113303076 5.1597551907496 0.0231161554337913 0.0584923769309973 0.363940874059675 17 3.38769016673167 1.22515810725746 1.06512390342257 1.07927773208001 0 0.773404698088987 0.370917200867911 0 9 2 2 2 0 1 1 0 +Mir673 -1.42054218960387 2.2063726693917 5.15945701305079 0.0231201244486238 0.0584923769309973 0.210284468986437 51 2.25846011115444 1.83773716088618 2.13024780684514 1.61891659812001 5.95921945294196 4.64042818853392 4.08008920954702 7.25352245598938 6 3 4 3 8 6 11 10 +Mir3076 -2.19538460941271 1.14765455877684 5.13146909958078 0.0234958325611117 0.0593113826376735 0.38234937889286 17 0.752820037051481 0 0 0.539638866040004 1.48980486323549 1.54680939617797 3.3382548078112 0.725352245598938 2 0 0 1 2 2 9 1 +Gm8615 3.37080514996164 0.511516959093398 5.10337347108075 0.023879358458472 0.0601381404566636 0.487829403989425 5 0.376410018525741 0.612579053628728 1.59768585513386 0 0 0 0 0 1 1 3 0 0 0 0 0 +C730027H18Rik 3.37086101286094 0.511516959093398 5.09978853299829 0.0239287605322746 0.0601381404566636 0.490089555822789 5 0.376410018525741 0.612579053628728 1.59768585513386 0 0 0 0 0 1 1 3 0 0 0 0 0 +Snord67 1.40714374136923 3.01378643568273 5.09214207976278 0.0240344866935144 0.0602710974006591 0.274458423557525 108 14.6799907225039 11.0264229653171 6.92330537224672 5.93602752644005 2.97960972647098 0.773404698088987 6.30559241475449 3.62676122799469 39 18 13 11 4 1 17 5 +Mir365-2 2.15220527296779 1.44919225009747 5.07231607468309 0.0243108808284793 0.0608305154063484 0.447198542891705 25 3.76410018525741 2.45031621451491 2.13024780684514 1.61891659812001 0 0 1.48366880347165 0 10 4 4 3 0 0 4 0 +4933417D19Rik 3.40638709346777 0.513789676240055 5.05071720407924 0.0246157472494108 0.0614585724542183 0.574681490931904 5 0.376410018525741 1.83773716088618 0 0.539638866040004 0 0 0 0 1 3 0 1 0 0 0 0 +Rchy1 2.54271958534832 0.869700915716328 5.03471775694501 0.0248441347275372 0.0618933574762444 0.290422200398644 11 1.50564007410296 0.612579053628728 2.13024780684514 0.539638866040004 0 0.773404698088987 0 0 4 1 4 1 0 1 0 0 +Elp3 -2.02523152584439 2.32944726038921 5.02735599193548 0.024949959626223 0.0618982426664293 0.604793592405098 55 3.76410018525741 0.612579053628728 1.59768585513386 0.539638866040004 12.6633413375017 5.41383288662291 0.741834401735823 10.1549314383851 10 1 3 1 17 7 2 14 +1700003F17Rik -2.23540184425715 1.12945697891322 5.02703434830282 0.0249545938883063 0.0618982426664293 0.423931938221968 16 0.376410018525741 0 1.06512390342257 0 1.48980486323549 0.773404698088987 1.48366880347165 4.35211347359363 1 0 2 0 2 1 4 6 +4833422C13Rik 2.45936493705799 1.75834534088732 4.98445084831784 0.0255761014710267 0.0633022381311095 0.747806173855609 34 3.38769016673167 3.67547432177237 7.98842927566929 0 1.48980486323549 0.773404698088987 0.370917200867911 0 9 6 15 0 2 1 1 0 +Mir3089 -3.26019061576153 0.441369062904739 4.97890405182039 0.0256582324868572 0.0633680590205716 0.663200412611287 4 0 0 0 0 0 1.54680939617797 0.741834401735823 0 0 0 0 0 0 2 2 0 +BC024582 2.42294846583629 0.815684400444074 4.97391621162486 0.0257323210129772 0.0634137759736653 0.161867609999955 10 1.50564007410296 1.22515810725746 1.06512390342257 0.539638866040004 0.744902431617745 0 0 0 4 2 2 1 1 0 0 0 +Six3os1 -4.46352708702951 0.725197717198738 4.96527105061809 0.0258612616117471 0.0635941799547489 3.10022171650773 8 0 0 0 0 0 0 0 5.8028179647915 0 0 0 0 0 0 0 8 +Mir1938 -3.24656968690343 0.44073775939572 4.94933188451975 0.026100753282661 0.0636493602847117 0.663220377283913 4 0 0 0 0 0.744902431617745 0 0.741834401735823 0.725352245598938 0 0 0 0 1 0 2 1 +Mir384 -3.24656968690343 0.44073775939572 4.94933188451975 0.026100753282661 0.0636493602847117 0.663220377283913 4 0 0 0 0 0.744902431617745 0 0.741834401735823 0.725352245598938 0 0 0 0 1 0 2 1 +Sec14l1 -3.24656968690343 0.44073775939572 4.94933188451975 0.026100753282661 0.0636493602847117 0.663220377283913 4 0 0 0 0 0.744902431617745 0 0.741834401735823 0.725352245598938 0 0 0 0 1 0 2 1 +1700018L02Rik 2.52725439485413 1.2810872988006 4.94237675359851 0.0262059776758415 0.0636493602847117 0.610769737669636 20 3.01128014820593 2.45031621451491 3.19537171026772 0 0.744902431617745 0 0 0.725352245598938 8 4 6 0 1 0 0 1 +4932412D23Rik -3.24299283757227 0.44056942053285 4.94155729246304 0.0262184043241144 0.0636493602847117 0.663225700951647 4 0 0 0 0 0 0 0.741834401735823 1.45070449119788 0 0 0 0 0 0 2 2 +Smpx -3.24299283757227 0.44056942053285 4.94155729246304 0.0262184043241144 0.0636493602847117 0.663225700951647 4 0 0 0 0 0 0 0.741834401735823 1.45070449119788 0 0 0 0 0 0 2 2 +Angel2 3.00095434308483 1.56565914609037 4.93642929744956 0.0262963065481261 0.0637029421898342 1.11574431165571 28 3.76410018525741 1.22515810725746 7.45586732395801 0 0 0 0 1.45070449119788 10 2 14 0 0 0 0 2 +Gm16998 2.16934043071096 1.59943008518047 4.89762958680514 0.0268935868563399 0.0650118275489064 0.507140420467609 28 0.752820037051481 4.90063242902982 2.66280975855643 4.85674979436004 0.744902431617745 1.54680939617797 0 0.725352245598938 2 8 5 9 1 2 0 1 +Gm9961 2.48079807981747 0.81113688705366 4.87714628996048 0.0272145769468498 0.0656486940726336 0.238468050975502 10 1.50564007410296 1.83773716088618 0.532561951711286 0.539638866040004 0 0 0.370917200867911 0 4 3 1 1 0 0 1 0 +Gorasp2 2.50323271127873 1.43485825537994 4.86866310220583 0.0273486797562777 0.065821775214044 0.726065774237414 24 1.50564007410296 0.612579053628728 7.45586732395801 1.07927773208001 0 0 0.741834401735823 0.725352245598938 4 1 14 2 0 0 2 1 +Mir1199 -2.1410891017329 0.875152487625875 4.86532083563142 0.0274017030908597 0.065821775214044 0.187465626508598 11 0.376410018525741 0.612579053628728 0 0 2.23470729485323 0.773404698088987 1.48366880347165 0.725352245598938 1 1 0 0 3 1 4 1 +D130020L05Rik 1.99560087261182 2.2275947807044 4.82997707328338 0.027969002552473 0.0670433443537219 0.541921055077734 52 3.01128014820593 7.35094864354474 8.52099122738058 4.31711092832003 2.97960972647098 3.09361879235595 0 0 8 12 16 8 4 4 0 0 +Mir337 -1.62336036905269 2.17305843018542 4.81765541370171 0.0281696374923431 0.0673827177751854 0.346358081824338 50 2.63487012968019 3.06289526814364 0 1.07927773208001 7.44902431617745 5.41383288662291 5.19284081215076 3.62676122799469 7 5 0 2 10 7 14 5 +4930592A05Rik 3.5587501426435 0.574747799479499 4.79177897275975 0.0285958775829413 0.0682591973266444 1.10473049154479 6 0.752820037051481 0 2.13024780684514 0 0 0 0 0 2 0 4 0 0 0 0 0 +Snora62 2.51961259078852 1.14921765774973 4.78446705925345 0.0287175329108501 0.068325429572465 0.619927426787405 17 1.8820500926287 0 2.13024780684514 3.23783319624003 0 0 0.741834401735823 0 5 0 4 6 0 0 2 0 +Gm20300 3.55867540528589 0.574747799479499 4.78291720706027 0.0287433884266286 0.068325429572465 1.11166042987322 6 0.752820037051481 0 2.13024780684514 0 0 0 0 0 2 0 4 0 0 0 0 0 +Mir1195 1.18551091024559 3.42829913358875 4.76777468878607 0.0289972834355851 0.0687229212681769 0.210496045969635 144 13.9271706854524 10.4138439116884 21.8350400201627 6.47566639248005 6.7041218845597 4.64042818853392 4.08008920954702 7.97887470158832 37 17 41 12 9 6 11 11 +Gnas 1.62261058729608 3.79700597703784 4.76577018963775 0.0290310675295892 0.0687229212681769 0.451188823352324 198 30.489211500585 1.83773716088618 34.6165268612336 7.01530525852006 5.21431702132421 10.0542610751568 2.59642040607538 6.52817021039044 81 3 65 13 7 13 7 9 +Snord12 0.762314805507956 7.35216142127777 4.74102925020227 0.0294514462766702 0.0695737064216991 0.113004646636548 2566 201.002949892746 232.780040378917 188.526930905795 192.111436310242 85.6637796360407 80.4340886012546 223.292154922483 87.7676217174715 534 380 354 356 115 104 602 121 +C530005A16Rik 2.13294951392173 1.06984389113655 4.73284391790719 0.0295919168507174 0.0696726055972731 0.252138005819299 15 1.8820500926287 0.612579053628728 2.13024780684514 1.61891659812001 0 0.773404698088987 0 0.725352245598938 5 1 4 3 0 1 0 1 +Cd40 -3.1514868709687 0.435092695795631 4.73147733199976 0.0296154370856069 0.0696726055972731 0.66339891116179 4 0 0 0 0 0.744902431617745 0 1.11275160260373 0 0 0 0 0 1 0 3 0 +Mir1970 3.8210089530472 0.642462262502323 4.72103439935654 0.0297958141335944 0.0698632586238908 1.68660268150801 7 0.376410018525741 0 3.19537171026772 0 0 0 0 0 1 0 6 0 0 0 0 0 +Snora52 1.1558427881911 3.02172876320995 4.71970047406193 0.0298189368534924 0.0698632586238908 0.179149701644827 105 9.03384044461778 9.80126485805965 12.2489248893596 7.01530525852006 2.97960972647098 3.09361879235595 4.82192361128285 5.8028179647915 24 16 23 13 4 4 13 8 +Dnajc5 2.44542986944954 1.42647556996213 4.69405295179299 0.0302671745951663 0.0707681274858294 0.714886625520753 24 2.63487012968019 0.612579053628728 6.39074342053543 0.539638866040004 0.744902431617745 0 0.741834401735823 0 7 1 12 1 1 0 2 0 +Mir338 -1.00910007112503 5.11127216101117 4.66844673613115 0.0307217005692248 0.0715778078985726 0.188465090351706 469 22.9610111300702 31.8541107886939 6.92330537224672 28.6008599001202 46.1839507603002 41.7638536968053 33.382548078112 60.9295886303108 61 52 13 53 62 54 90 84 +Mir3065 -1.00910039649793 5.11127216101117 4.667483552064 0.0307389359073625 0.0715778078985726 0.18850778945958 469 22.9610111300702 31.8541107886939 6.92330537224672 28.6008599001202 46.1839507603002 41.7638536968053 33.382548078112 60.9295886303108 61 52 13 53 62 54 90 84 +Mir466g 2.74152413221756 1.83084002981743 4.65940319997969 0.0308839244207391 0.0717689567496197 1.04920834310069 38 9.03384044461778 1.22515810725746 4.79305756540158 0 1.48980486323549 0.773404698088987 0 0 24 2 9 0 2 1 0 0 +Mir495 -2.34021892384841 0.645644470451624 4.61800475521103 0.0316380196083925 0.0733719113275931 0.0931265969200643 7 0.376410018525741 0 0 0 0.744902431617745 1.54680939617797 0.741834401735823 0.725352245598938 1 0 0 0 1 2 2 1 +Mir540 -1.87048592611444 1.47646177493351 4.55637621097871 0.0327963966821609 0.0759040337004982 0.396099074114148 25 1.50564007410296 1.22515810725746 0 0 1.48980486323549 3.09361879235595 2.96733760694329 3.62676122799469 4 2 0 0 2 4 8 5 +2010308F09Rik -2.32788360610317 0.648937351473606 4.53820265327646 0.0331463778977969 0.0764423431505572 0.102970605180222 7 0 0 0 0.539638866040004 0.744902431617745 1.54680939617797 0.741834401735823 0.725352245598938 0 0 0 1 1 2 2 1 +2900060B14Rik -1.08100697451938 3.76125731921139 4.53734555183174 0.0331629797191287 0.0764423431505572 0.19805942597192 185 10.163070500195 12.8641601262033 3.19537171026772 5.93602752644005 13.4082437691194 10.8276657732458 21.1422804494709 22.4859196135671 27 21 6 11 18 14 57 31 +1700102H20Rik -3.0536018712959 0.429297019684393 4.51820972546753 0.0335359059665572 0.0768362825458671 0.663582233184681 4 0 0 0 0 0 0 1.48366880347165 0 0 0 0 0 0 0 4 0 +9230112J17Rik -3.0536018712959 0.429297019684393 4.51820972546753 0.0335359059665572 0.0768362825458671 0.663582233184681 4 0 0 0 0 0 0 1.48366880347165 0 0 0 0 0 0 0 4 0 +Mir3100 -3.0536018712959 0.429297019684393 4.51820972546753 0.0335359059665572 0.0768362825458671 0.663582233184681 4 0 0 0 0 0 0 1.48366880347165 0 0 0 0 0 0 0 4 0 +D330041H03Rik 3.32930386867045 1.27786048002356 4.50364881692077 0.0338226082894355 0.0773378678521961 1.47504094998204 20 2.63487012968019 0 6.39074342053543 0 0.744902431617745 0 0 0 7 0 12 0 1 0 0 0 +Gm16907 3.26552611692943 0.503997485712753 4.49052448499452 0.0340832193996225 0.0777779066699384 0.74123061571865 5 1.12923005557722 0 1.06512390342257 0 0 0 0 0 3 0 2 0 0 0 0 0 +Gm10532 3.26536654531196 0.503997485712753 4.48648617426941 0.0341638300629572 0.0778062477082517 0.744195175323662 5 1.12923005557722 0 1.06512390342257 0 0 0 0 0 3 0 2 0 0 0 0 0 +Mir466n 2.20067011169102 2.42089442891858 4.45788316389828 0.0347405238793725 0.0789620273831953 0.785648303301501 64 8.65743042609204 2.45031621451491 14.911734647916 0.539638866040004 2.23470729485323 0.773404698088987 0 2.90140898239575 23 4 28 1 3 1 0 4 +Mir139 -0.721194493867096 5.68703734270453 4.45193702955004 0.0348616824471985 0.0790798800641223 0.100083940011654 751 38.7702319081513 40.430217539496 39.4095844266352 33.9972485605203 58.8472920978018 53.3649241681401 80.4890325883368 58.028179647915 103 66 74 63 79 69 217 80 +4930556M19Rik 2.66295078370762 1.38828943045466 4.44749353289719 0.0349525116616738 0.0791286027896226 0.905594146358324 23 4.14051020378315 1.83773716088618 3.727933661979 0 1.48980486323549 0 0 0 11 3 7 0 2 0 0 0 +Slc35c2 3.30865205063323 0.507213862469314 4.43963362734509 0.0351137820271809 0.0793362877089375 0.861401174146855 5 0.752820037051481 0 1.59768585513386 0 0 0 0 0 2 0 3 0 0 0 0 0 +Gm19710 3.30854550904047 0.507213862469314 4.43368853866039 0.0352362808229496 0.0794233323118973 0.866290226187716 5 0.752820037051481 0 1.59768585513386 0 0 0 0 0 2 0 3 0 0 0 0 0 +2310044G17Rik 2.05621267074144 1.32862828701613 4.43101453094579 0.0352915245242173 0.0794233323118973 0.40446586093253 21 2.25846011115444 1.83773716088618 3.727933661979 1.07927773208001 0 1.54680939617797 0 0.725352245598938 6 3 7 2 0 2 0 1 +Ralgps2 2.45080676811893 1.6189912655589 4.42761764936246 0.035361833124456 0.0794249047145754 0.812986190216652 30 5.64615027788611 0.612579053628728 5.32561951711286 0.539638866040004 0.744902431617745 1.54680939617797 0 0 15 1 10 1 1 2 0 0 +Gm3219 3.60737493223815 0.577946067919671 4.42147872722661 0.0354892683723821 0.0795040795541247 1.52667717941247 6 0.376410018525741 0 2.66280975855643 0 0 0 0 0 1 0 5 0 0 0 0 0 +D030028A08Rik 3.60738151612533 0.577946067919671 4.41596658692704 0.0356041019100434 0.0795040795541247 1.53225012464031 6 0.376410018525741 0 2.66280975855643 0 0 0 0 0 1 0 5 0 0 0 0 0 +Gm14403 3.60738163135027 0.577946067919671 4.41586980996328 0.0356061215181049 0.0795040795541247 1.53234812927746 6 0.376410018525741 0 2.66280975855643 0 0 0 0 0 1 0 5 0 0 0 0 0 +Dennd2d 3.6073885554531 0.577946067919671 4.41003460097395 0.0357281164308193 0.0796206657179001 1.53826760209701 6 0.376410018525741 0 2.66280975855643 0 0 0 0 0 1 0 5 0 0 0 0 0 +4933404O12Rik 3.41483468754032 0.513876008043094 4.39861713918008 0.0359680846057132 0.0798701182923969 1.09973399686388 5 0 0 1.59768585513386 1.07927773208001 0 0 0 0 0 0 3 2 0 0 0 0 +9330133O14Rik 3.4099314755096 0.565287625816317 4.39628338288394 0.036017341944968 0.0798701182923969 1.17471994051162 6 1.8820500926287 0 0 0.539638866040004 0 0 0 0 5 0 0 1 0 0 0 0 +A230108P19Rik 2.12431096016161 1.3211306056393 4.39473539691766 0.0360500533922738 0.0798701182923969 0.471731682383463 21 2.25846011115444 0.612579053628728 4.79305756540158 1.07927773208001 0 0.773404698088987 0.370917200867911 0.725352245598938 6 1 9 2 0 1 1 1 +Mea1 1.99180528749444 0.974328529879471 4.39009018478127 0.0361484010186503 0.0799328014772867 0.160665324005806 13 1.12923005557722 1.22515810725746 2.13024780684514 1.07927773208001 0.744902431617745 0 0.370917200867911 0 3 2 4 2 1 0 1 0 +Stap2 1.96836921762168 1.45702826044348 4.24688512420852 0.0393223911574594 0.0865226043831307 0.447793446770992 25 3.76410018525741 0.612579053628728 3.19537171026772 2.15855546416002 0 1.54680939617797 0.741834401735823 0 10 1 6 4 0 2 2 0 +Runx2 -1.8781114233878 1.22110313001472 4.24585642620524 0.0393462199105113 0.0865226043831307 0.341255251954418 18 0 1.83773716088618 0 0.539638866040004 2.23470729485323 1.54680939617797 1.85458600433956 2.90140898239575 0 3 0 1 3 2 5 4 +Mir188 -1.5992225727793 1.98299554425222 4.24251861816951 0.0394236412376492 0.0865226043831307 0.37162947682695 41 1.8820500926287 3.06289526814364 0 1.07927773208001 4.46941458970647 6.18723758471189 2.59642040607538 5.8028179647915 5 5 0 2 6 8 7 8 +Snora61 0.969697226409068 3.56540254224777 4.24140175926445 0.0394495827410303 0.0865226043831307 0.154073484158 164 18.820500926287 12.8641601262033 12.7814868410709 10.7927773208001 7.44902431617745 3.86702349044493 8.53109561996196 7.97887470158832 50 21 24 20 10 5 23 11 +Vsig8 0.750069910158889 5.57576368322374 4.23890276443729 0.0395076922731035 0.0865226043831307 0.113360000973271 711 73.0235435939937 60.6453263092441 39.4095844266352 58.8206363983605 37.2451215808872 27.0691644331145 37.0917200867911 36.2676122799469 194 99 74 109 50 35 100 50 +Ano4 -2.44102696576185 0.940052484741396 4.21583777335836 0.0400482852153068 0.0875384931621937 0.691619616682222 12 0.376410018525741 0 0.532561951711286 0 4.46941458970647 0 0.741834401735823 1.45070449119788 1 0 1 0 6 0 2 2 +Snord37 0.761098097700821 5.37374937014978 4.21175927132711 0.0401446812714905 0.0875814174584525 0.115843179086507 605 50.4389424824493 69.2214330600463 39.4095844266352 43.1711092832003 29.051194833092 24.7489503388476 33.0116308772441 31.9154988063533 134 113 74 80 39 32 89 44 +5430405H02Rik 2.58778573027926 1.29115223901932 4.19097140138208 0.0406398043383035 0.0884923983778708 0.897399733720278 20 2.25846011115444 4.90063242902982 0 2.15855546416002 0 0 0 1.45070449119788 6 8 0 4 0 0 0 2 +Polg2 3.14592319385236 0.445065788409347 4.15497592271059 0.0415123640578155 0.0900486832508887 0.663083507648574 4 0 1.22515810725746 1.06512390342257 0 0 0 0 0 0 2 2 0 0 0 0 0 +Sgsm1 3.14592319385236 0.445065788409347 4.15497592271059 0.0415123640578155 0.0900486832508887 0.663083507648574 4 0 1.22515810725746 1.06512390342257 0 0 0 0 0 0 2 2 0 0 0 0 0 +4930502E09Rik 3.13239036710485 0.444300161259273 4.12791161602774 0.0421813754185719 0.0913262796064337 0.663107719639555 4 0 0.612579053628728 0 1.61891659812001 0 0 0 0 0 1 0 3 0 0 0 0 +Zfp414 3.35771159436211 0.510435203260448 4.12231482263212 0.0423211327778117 0.0913615916084482 1.26204273440625 5 0.376410018525741 0 2.13024780684514 0 0 0 0 0 1 0 4 0 0 0 0 0 +9230116N13Rik 3.12878070152111 0.444084400555259 4.12059660713342 0.042364135867917 0.0913615916084482 0.663114542800526 4 0 0.612579053628728 1.06512390342257 0.539638866040004 0 0 0 0 0 1 2 1 0 0 0 0 +4833417C18Rik 2.35006375536508 0.758568204956497 4.11765359227924 0.0424378996954229 0.0913615916084482 0.280418772686869 9 0.752820037051481 0.612579053628728 0.532561951711286 2.15855546416002 0 0 0.370917200867911 0 2 1 1 4 0 0 1 0 +Gm9999 3.42407156884896 0.514090525834695 4.1097642848848 0.0426363044548118 0.0916158632447086 1.41465663862133 5 0 0 0.532561951711286 2.15855546416002 0 0 0 0 0 0 1 4 0 0 0 0 +Mir191 -0.724056835181733 13.66326713492 4.10168204575712 0.0428405727501232 0.0917658837596602 0.121505261168157 174890 8555.79972109009 11471.1553582516 6973.89875765929 12136.4780972397 19775.6697545879 18076.0146037358 8338.58959271151 18458.7639460018 22730 18726 13095 22490 26548 23372 22481 25448 +Snord88c 0.772003291831522 4.59608010488051 4.09905735191624 0.0429071296822148 0.0917658837596602 0.111637028195874 341 27.8543413709048 25.1157411987778 34.6165268612336 28.0612210340802 21.6021705169146 17.0149033579577 12.9821020303769 16.6831016487756 74 41 65 52 29 22 35 23 +Scarna13 2.37818263258558 0.813784050534841 4.09747140793165 0.0429473987096043 0.0917658837596602 0.357362691777665 10 1.50564007410296 0 1.06512390342257 1.61891659812001 0.744902431617745 0 0 0 4 0 2 3 1 0 0 0 +Mir880 3.11348514900425 0.443211372076721 4.09020920557683 0.0431323031043017 0.0918100652692691 0.663142151271803 4 0 0 0.532561951711286 1.61891659812001 0 0 0 0 0 0 1 3 0 0 0 0 +9330151L19Rik 3.10988480327257 0.442995740899849 4.08298010878458 0.0433171963149346 0.0918100652692691 0.663148970364509 4 0 0 1.59768585513386 0.539638866040004 0 0 0 0 0 0 3 1 0 0 0 0 +Lins 3.10988480327257 0.442995740899849 4.08298010878458 0.0433171963149346 0.0918100652692691 0.663148970364509 4 0 0 1.59768585513386 0.539638866040004 0 0 0 0 0 0 3 1 0 0 0 0 +1190002F15Rik 3.10808521622629 0.442887934784986 4.07937160767517 0.0434098000013034 0.0918100652692691 0.663152379614698 4 0 0 2.13024780684514 0 0 0 0 0 0 0 4 0 0 0 0 0 +Tsix 3.10808521622629 0.442887934784986 4.07937160767517 0.0434098000013034 0.0918100652692691 0.663152379614698 4 0 0 2.13024780684514 0 0 0 0 0 0 0 4 0 0 0 0 0 +Snhg10 2.37733284339775 0.813784050534841 4.07777407135823 0.0434508634929056 0.0918100652692691 0.363056531257187 10 1.50564007410296 0 1.06512390342257 1.61891659812001 0.744902431617745 0 0 0 4 0 2 3 1 0 0 0 +Mir19b-2 1.95460141884699 0.967543811537092 4.06675104167637 0.0437353184442186 0.092240292689193 0.19469836422249 13 1.8820500926287 0.612579053628728 1.06512390342257 1.61891659812001 0 0.773404698088987 0.370917200867911 0 5 1 2 3 0 1 1 0 +4930451G09Rik 3.09940234131107 0.441920006309181 4.05746985698464 0.0439763435004616 0.0924070127698466 0.663182989422171 4 0.376410018525741 1.22515810725746 0 0.539638866040004 0 0 0 0 1 2 0 1 0 0 0 0 +4933421O10Rik 3.09940234131107 0.441920006309181 4.05746985698464 0.0439763435004616 0.0924070127698466 0.663182989422171 4 0.376410018525741 1.22515810725746 0 0.539638866040004 0 0 0 0 1 2 0 1 0 0 0 0 +Icmt 3.04158259524874 1.01298978592042 4.05190601988617 0.0441215017392087 0.0925416056699212 1.3064646184197 14 1.8820500926287 0 4.26049561369029 0 0 0 0.370917200867911 0 5 0 8 0 0 0 1 0 +BC029722 3.19971849117162 0.500786066092323 4.04549496806726 0.0442893889824016 0.0927232895943489 1.02178221965186 5 1.50564007410296 0 0.532561951711286 0 0 0 0 0 4 0 1 0 0 0 0 0 +D630024D03Rik 4.06980775023739 0.7082404013179 4.03667120501825 0.0445215586938516 0.0928700561145873 3.02593312554885 8 0 0 0 4.31711092832003 0 0 0 0 0 0 0 8 0 0 0 0 +0610040F04Rik 2.01747357743795 0.977371680002771 4.03475814713754 0.0445720636117494 0.0928700561145873 0.261267095275689 13 0.752820037051481 1.22515810725746 2.66280975855643 1.07927773208001 0.744902431617745 0 0.370917200867911 0 2 2 5 2 1 0 1 0 +Xist 4.05419301544091 0.707395597770275 4.030694429235 0.044679546414687 0.0928700561145873 3.00206353206658 8 0 0 4.26049561369029 0 0 0 0 0 0 0 8 0 0 0 0 0 +2810013P06Rik 2.06704188927478 0.967762003264331 4.03048600568275 0.0446850664390083 0.0928700561145873 0.309415407092519 13 1.50564007410296 2.45031621451491 1.06512390342257 0.539638866040004 0 0 0.741834401735823 0 4 4 2 1 0 0 2 0 +Gm10516 3.08232207628801 0.440940231955907 4.02405037505429 0.0448558657202631 0.0929488325352486 0.663213974166099 4 0.376410018525741 0.612579053628728 0 1.07927773208001 0 0 0 0 1 1 0 2 0 0 0 0 +Snord100 0.635613525765355 6.08912492232221 4.02292153684416 0.0448858954661893 0.0929488325352486 0.0868973476548087 1006 74.1527736495709 82.0855931862496 85.2099122738058 83.6440242362007 51.3982677816244 43.3106630929833 59.3467521388658 54.4014184199203 197 134 160 155 69 56 160 75 +Mir129-1 3.07872386541409 0.440724844947958 4.01695028567392 0.0450450973198572 0.0931095218151395 0.663220785699084 4 0.376410018525741 0.612579053628728 1.06512390342257 0 0 0 0 0 1 1 2 0 0 0 0 0 +Snora23 2.947659078747 1.00398627395562 4.01281950918959 0.0451555774466811 0.0931691028330256 1.19780792767109 14 3.01128014820593 0 2.66280975855643 0 0 0 0.370917200867911 0 8 0 5 0 0 0 1 0 +Mir294 3.06349997293662 0.439853358744087 3.9874899121061 0.0458393037569237 0.0936201232643365 0.663248346366127 4 0.376410018525741 0 0.532561951711286 1.07927773208001 0 0 0 0 1 0 1 2 0 0 0 0 +Snora70 3.06349997293662 0.439853358744087 3.9874899121061 0.0458393037569237 0.0936201232643365 0.663248346366127 4 0.376410018525741 0 0.532561951711286 1.07927773208001 0 0 0 0 1 0 1 2 0 0 0 0 +2010003O02Rik 1.98348239078603 1.15376056733645 3.98420904401608 0.0459286594553536 0.0936201232643365 0.398601895191753 17 1.12923005557722 1.22515810725746 3.19537171026772 1.61891659812001 0 0 1.11275160260373 0 3 2 6 3 0 0 3 0 +1700034P13Rik 3.06170605431538 0.439745726709386 3.98398051108368 0.045934890470963 0.0936201232643365 0.663251750248647 4 0.376410018525741 0 1.06512390342257 0.539638866040004 0 0 0 0 1 0 2 1 0 0 0 0 +Fam120aos 3.06170605431538 0.439745726709386 3.98398051108368 0.045934890470963 0.0936201232643365 0.663251750248647 4 0.376410018525741 0 1.06512390342257 0.539638866040004 0 0 0 0 1 0 2 1 0 0 0 0 +A730020M07Rik 3.05991259759458 0.439638100977263 3.98047511873451 0.0460305776961374 0.0936201232643365 0.66325515393893 4 0.376410018525741 0 1.59768585513386 0 0 0 0 0 1 0 3 0 0 0 0 0 +F630206G17Rik 3.05991259759458 0.439638100977263 3.98047511873451 0.0460305776961374 0.0936201232643365 0.66325515393893 4 0.376410018525741 0 1.59768585513386 0 0 0 0 0 1 0 3 0 0 0 0 0 +Gm21944 3.05991259759458 0.439638100977263 3.98047511873451 0.0460305776961374 0.0936201232643365 0.66325515393893 4 0.376410018525741 0 1.59768585513386 0 0 0 0 0 1 0 3 0 0 0 0 0 +Mir3470a 1.65480723982972 2.35026931926344 3.95738884280733 0.0466660382193545 0.0947436825770168 0.475481922306827 61 8.65743042609204 1.22515810725746 10.1186770825144 2.69819433020002 3.72451215808872 0.773404698088987 1.85458600433956 0.725352245598938 23 2 19 5 5 1 5 1 +Mir669e 2.01012761708276 0.976761579480109 3.93592654567248 0.0472650967414501 0.0957894766998127 0.278646788851163 13 0.752820037051481 0.612579053628728 2.13024780684514 2.15855546416002 0 0.773404698088987 0.370917200867911 0 2 1 4 4 0 1 1 0 +5730408K05Rik 3.03229149852466 0.437585811559422 3.92303751985238 0.0476287501010473 0.096355326002296 0.663320059641159 4 0.752820037051481 0.612579053628728 0 0.539638866040004 0 0 0 0 2 1 0 1 0 0 0 0 +Alg11 2.54969310547172 0.91195896231435 3.9125440107257 0.0479269953855071 0.0967870827165727 0.684211815681199 12 2.63487012968019 0 1.59768585513386 0.539638866040004 0 0 0 0.725352245598938 7 0 3 1 0 0 0 1 +BC031361 3.01357415843155 0.436500850557613 3.88761514649679 0.0486434507047088 0.0977412097808061 0.663354373887665 4 0.752820037051481 0 0.532561951711286 0.539638866040004 0 0 0 0 2 0 1 1 0 0 0 0 +1500015L24Rik 3.0117887696355 0.436393404882941 3.88421268494564 0.0487421107495869 0.0977412097808061 0.663357772138628 4 0.752820037051481 0 1.06512390342257 0 0 0 0 0 2 0 2 0 0 0 0 0 +Cyp2d37-ps 3.0117887696355 0.436393404882941 3.88421268494564 0.0487421107495869 0.0977412097808061 0.663357772138628 4 0.752820037051481 0 1.06512390342257 0 0 0 0 0 2 0 2 0 0 0 0 0 +Trpt1 3.0117887696355 0.436393404882941 3.88421268494564 0.0487421107495869 0.0977412097808061 0.663357772138628 4 0.752820037051481 0 1.06512390342257 0 0 0 0 0 2 0 2 0 0 0 0 0 +Mir297-2 1.54223903109748 2.09323284778587 3.86609307485566 0.0492710895725632 0.0986286196531484 0.370747786570236 47 4.14051020378315 3.67547432177237 8.52099122738058 2.15855546416002 3.72451215808872 0.773404698088987 1.11275160260373 0.725352245598938 11 6 16 4 5 1 3 1 +Snhg3 1.23410251082108 2.87013370923104 3.85237574901876 0.0496755800486956 0.099264162584171 0.271418782674104 94 10.5394805187207 3.67547432177237 9.58611513080315 9.71349958872008 6.7041218845597 1.54680939617797 3.70917200867911 2.17605673679681 28 6 18 18 9 2 10 3 +Jmjd4 2.1543240246942 1.07901960587324 3.84243987145646 0.0499707546357256 0.099679424893991 0.489459762198095 15 0.752820037051481 0.612579053628728 3.727933661979 1.61891659812001 0.744902431617745 0.773404698088987 0 0 2 1 7 3 1 1 0 0 +Mir465 2.98235832242489 0.434236891175304 3.82488269524673 0.0504968824968798 0.100553129020837 0.663425979375128 4 1.12923005557722 0.612579053628728 0 0 0 0 0 0 3 1 0 0 0 0 0 0 +D930015M05Rik 2.03574906278115 1.28114908660781 3.79290306775945 0.0514703053079524 0.102276182843222 0.5286307294293 20 2.25846011115444 0.612579053628728 4.79305756540158 0.539638866040004 0 0.773404698088987 0.370917200867911 0.725352245598938 6 1 9 1 0 1 1 1 +4930414N06Rik 2.96376667824731 0.433153838612419 3.7905905952123 0.0515414593644634 0.102276182843222 0.663460235997038 4 1.12923005557722 0 0.532561951711286 0 0 0 0 0 3 0 1 0 0 0 0 0 +Mirlet7f-2 0.586189945015586 9.80950112843876 3.7829242107611 0.0517780968044237 0.10256737578793 0.0860665007820653 14033 912.417884906396 1021.78186145272 1238.20653772874 1129.46414662173 555.697213986838 518.181147719621 1246.28179491618 541.838127462407 2424 1668 2325 2093 746 670 3360 747 +C920021L13Rik 1.76367634720298 1.70225824660072 3.77610677352993 0.0519894954270699 0.102807650402577 0.46617298721559 32 2.25846011115444 0.612579053628728 5.32561951711286 4.85674979436004 0 1.54680939617797 0.741834401735823 1.45070449119788 6 1 10 9 0 2 2 2 +Gm15417 1.67983957433172 1.80164992122508 3.71610398710266 0.0538899763171794 0.106305509612955 0.437532321965498 35 1.50564007410296 2.45031621451491 3.727933661979 7.01530525852006 1.48980486323549 2.32021409426696 0.741834401735823 0 4 4 7 13 2 3 2 0 +Mir411 -0.788462638146412 7.18678006636406 3.7126599791194 0.0540012681329112 0.106305509612955 0.155219066390438 2196 193.474749522231 123.740968833003 42.0723941851916 64.2170250587605 152.704998481638 174.789461768111 222.179403319879 182.788765890932 514 202 79 119 205 226 599 252 +Mir33 1.05704167432926 3.14606659666135 3.71152933168249 0.0540378576472513 0.106305509612955 0.207018017781761 118 13.5507606669267 9.80126485805965 5.32561951711286 11.8720550528801 2.97960972647098 6.18723758471189 6.30559241475449 3.62676122799469 36 16 10 22 4 8 17 5 +A630072M18Rik 1.68258239677861 1.28602336518056 3.70225210459996 0.0543390770575679 0.106516799810481 0.274903009044649 20 1.8820500926287 3.67547432177237 1.06512390342257 1.61891659812001 0.744902431617745 0 0.741834401735823 0.725352245598938 5 6 2 3 1 0 2 1 +4931403G20Rik 2.91589823742362 0.429919394234628 3.69960583714786 0.0544253236542598 0.106516799810481 0.663562545749751 4 1.50564007410296 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 +Gm4265 2.91589823742362 0.429919394234628 3.69960583714786 0.0544253236542598 0.106516799810481 0.663562545749751 4 1.50564007410296 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 +Osbpl1a 2.47060020253321 2.20538682744921 3.69435737664813 0.0545968098703181 0.106669452161015 1.23682270771639 52 3.38769016673167 0.612579053628728 19.1722302616063 0 0 1.54680939617797 0.370917200867911 2.17605673679681 9 1 36 0 0 2 1 3 +Mir484 -0.63251033789946 7.18286805708198 3.67311765636983 0.0552966594113517 0.107670422228112 0.0998462982151122 2052 107.276855279836 137.217708012835 53.7887571228399 155.415993419521 199.633851673556 173.242652371933 156.527058766259 174.084538943745 285 224 101 288 268 224 422 240 +Mir3086 -1.59145486347128 1.07120757999586 3.67308122293966 0.0552978680330181 0.107670422228112 0.155363987763891 15 0.752820037051481 0 0.532561951711286 0.539638866040004 1.48980486323549 1.54680939617797 1.85458600433956 1.45070449119788 2 0 1 1 2 2 5 2 +Zfp410 2.40050624799357 1.27209510414984 3.66070721053791 0.055709981384655 0.108288055809014 0.882974817159639 20 3.76410018525741 0 3.19537171026772 1.07927773208001 0 1.54680939617797 0 0 10 0 6 2 0 2 0 0 +Snord71 0.812834481626158 4.57472241895141 3.65038540135801 0.056056238579516 0.108775796291204 0.14507715065225 341 35.0061317228939 31.2415317350651 13.8466107444934 34.5368874265603 14.8980486323549 15.4680939617797 14.0948536329806 21.0352151223692 93 51 26 64 20 20 38 29 +Snhg4 -1.23773296257918 2.10618734501935 3.63164358620883 0.056690804993097 0.109820387940787 0.232173331853763 47 2.63487012968019 1.83773716088618 1.59768585513386 1.61891659812001 2.97960972647098 4.64042818853392 4.08008920954702 7.25352245598938 7 3 3 3 4 6 11 10 +Mir5117 -0.918628727646429 3.53006698882797 3.61010751752031 0.0574294066806644 0.11106263224176 0.168816098395175 153 8.2810204075663 9.80126485805965 7.45586732395801 3.77747206228003 8.19392674779519 16.2414986598687 14.4657708338485 16.6831016487756 22 16 14 7 11 21 39 23 +A930005H10Rik 2.28834272089687 1.01956589864802 3.59998628180936 0.0577800479139781 0.111551666108036 0.713905461258199 14 1.12923005557722 1.83773716088618 0 3.23783319624003 0 0 0.741834401735823 0 3 3 0 6 0 0 2 0 +Mir29b-2 -1.44795171375512 1.94007043007237 3.59625074896648 0.0579100359845348 0.111613768679652 0.353810081928311 41 1.8820500926287 0 1.06512390342257 2.69819433020002 2.23470729485323 3.86702349044493 5.56375801301867 4.35211347359363 5 0 2 5 3 5 15 6 +Mir3069 2.21555843820049 0.756685666656939 3.56973150067031 0.0588418247566771 0.113218418292358 0.320229313843649 9 1.50564007410296 0 1.06512390342257 1.07927773208001 0.744902431617745 0 0 0 4 0 2 2 1 0 0 0 +Gm12359 2.16898632974045 1.4882686924078 3.56048941623669 0.0591702906624582 0.11365875697957 0.838744382534598 26 3.38769016673167 0 5.85818146882415 1.07927773208001 0.744902431617745 0 1.11275160260373 0 9 0 11 2 1 0 3 0 +4930512B01Rik 2.31169575445299 0.751907182201018 3.55318077662759 0.0594314215560064 0.113968490748577 0.447887175675507 9 1.50564007410296 0.612579053628728 1.59768585513386 0 0 0 0.370917200867911 0 4 1 3 0 0 0 1 0 +9330175M20Rik -1.83913038229393 0.769181445189637 3.53330459070706 0.0601477967137221 0.115148718205297 0.12349436152705 9 0.376410018525741 0 0 0.539638866040004 1.48980486323549 1.54680939617797 0.741834401735823 0.725352245598938 1 0 0 1 2 2 2 1 +Ythdf3 1.53473368443788 2.1872400075988 3.52392374384963 0.0604890854176396 0.115608118026008 0.437839949043021 52 6.02256029641185 1.83773716088618 10.1186770825144 1.61891659812001 2.97960972647098 0.773404698088987 1.48366880347165 1.45070449119788 16 3 19 3 4 1 4 2 +Gm7854 1.8130525534441 1.40076095337658 3.51463717551188 0.0608289743711412 0.116063310631224 0.460693165702335 23 3.01128014820593 4.2880533754011 0.532561951711286 1.61891659812001 0.744902431617745 1.54680939617797 0.370917200867911 0 8 7 1 3 1 2 1 0 +Snord15a 1.26556615125299 2.28978783966135 3.51074803839542 0.0609719203238878 0.116141838212948 0.266691310482541 57 7.52820037051481 6.12579053628728 4.79305756540158 2.15855546416002 2.97960972647098 2.32021409426696 1.85458600433956 1.45070449119788 20 10 9 4 4 3 5 2 +A330023F24Rik -0.578411379373374 8.69459977720854 3.50754760363478 0.0610898210635382 0.116172476389162 0.0896883067913636 6103 408.781280118954 382.861908517955 135.803297686378 398.793122003563 490.890702436094 450.894938985879 549.699291686245 488.887413533684 1086 625 255 739 659 583 1482 674 +Wdr13 -1.72012346832078 0.929108611192646 3.4992517065301 0.0613965647109117 0.116561531339684 0.196132662445652 12 0.752820037051481 0 0.532561951711286 0 1.48980486323549 0.773404698088987 1.11275160260373 2.17605673679681 2 0 1 0 2 1 3 3 +2010310C07Rik 2.19594941926096 0.754516632646807 3.46141482333363 0.0628165440985541 0.119059263814701 0.339304015130962 9 1.8820500926287 0.612579053628728 0.532561951711286 0.539638866040004 0.744902431617745 0 0 0 5 1 1 1 1 0 0 0 +0610009L18Rik -1.70953095047412 1.30558372556489 3.43327300907768 0.0638953546806545 0.120828775476832 0.42773835425411 21 1.12923005557722 0 0.532561951711286 0.539638866040004 1.48980486323549 1.54680939617797 4.08008920954702 0.725352245598938 3 0 1 1 2 2 11 1 +Mir29c -0.579909849202081 8.6801221089121 3.43155254242405 0.0639619460017588 0.120828775476832 0.0921705197821209 6038 403.88794987812 382.249329464326 130.477678169265 395.555288807323 487.911092709623 447.027915495434 542.651864869754 483.809947814491 1073 624 245 733 655 578 1463 667 +9530026P05Rik -1.7605961243528 1.31005038813491 3.41337008384323 0.0646702474343339 0.121964879872025 0.474959668640273 20 0 0.612579053628728 2.13024780684514 0 2.23470729485323 3.09361879235595 1.48366880347165 2.90140898239575 0 1 4 0 3 4 4 4 +Ranbp3 1.94585296479219 1.31602180536296 3.39704286178514 0.0653134113579484 0.122974591352177 0.559883347902341 21 3.76410018525741 1.22515810725746 2.66280975855643 0.539638866040004 0 1.54680939617797 0 0.725352245598938 10 2 5 1 0 2 0 1 +Snora26 1.86839512049783 0.97078207300884 3.34850128624277 0.0672662307499137 0.126442783007663 0.296473421144447 13 2.25846011115444 1.22515810725746 0.532561951711286 1.07927773208001 0 0.773404698088987 0 0.725352245598938 6 2 1 2 0 1 0 1 +Gm5089 2.28406661080148 1.75471782411861 3.34448803344576 0.0674304520811639 0.126543003001 1.08109229776954 34 3.76410018525741 0 10.1186770825144 0.539638866040004 0.744902431617745 0.773404698088987 0 1.45070449119788 10 0 19 1 1 1 0 2 +9430008C03Rik 1.89674596190813 1.50713232824516 3.33238403629771 0.0679283455311257 0.127268049673258 0.617315662879925 26 3.01128014820593 0.612579053628728 5.32561951711286 1.61891659812001 1.48980486323549 0 0 1.45070449119788 8 1 10 3 2 0 0 2 +Snora28 1.14967422700679 2.54114084010672 3.32568385981009 0.0682056437241508 0.127578097523371 0.243892218992173 71 9.41025046314352 4.2880533754011 6.92330537224672 4.31711092832003 2.23470729485323 3.86702349044493 1.85458600433956 3.62676122799469 25 7 13 8 3 5 5 5 +3110045C21Rik 1.74505885736988 1.30320211999434 3.32083349079693 0.0684071397663212 0.127745575242836 0.429780317265908 21 3.76410018525741 1.83773716088618 1.06512390342257 1.07927773208001 0 0 1.11275160260373 0.725352245598938 10 3 2 2 0 0 3 1 +5730422E09Rik 2.17813007132659 0.69991420705385 3.31793277917728 0.0685279464912759 0.127762070174094 0.327848806594992 8 0.752820037051481 1.22515810725746 1.59768585513386 0 0 0 0.370917200867911 0 2 2 3 0 0 0 1 0 +Snora74a -1.46979985963922 1.81113794389193 3.30479029949809 0.0690781616166489 0.128577785325606 0.401038547069323 36 2.63487012968019 0 1.06512390342257 1.07927773208001 1.48980486323549 3.86702349044493 4.08008920954702 5.07746571919256 7 0 2 2 2 5 11 7 +Pum2 1.97782252499115 2.18824816941497 3.2934858154475 0.0695552105483911 0.129112657195203 0.8776476056525 52 6.02256029641185 0 13.8466107444934 1.07927773208001 0.744902431617745 3.09361879235595 0.741834401735823 0.725352245598938 16 0 26 2 1 4 2 1 +Mir431 -1.72596294938912 1.80454385303357 3.29262136016691 0.0695918353856703 0.129112657195203 0.631937651437266 36 3.38769016673167 0.612579053628728 0 0 4.46941458970647 3.86702349044493 4.45100641041494 2.17605673679681 9 1 0 0 6 5 12 3 +Mirlet7f-1 -0.618847205874743 5.7539252385751 3.28552344457632 0.0698933383674589 0.129461524476089 0.100580078513029 779 40.2758719822543 47.7811661830408 42.0723941851916 37.2350817567603 72.2555358669212 57.231947658585 76.0380261779218 50.7746571919256 107 78 79 69 97 74 205 70 +BC090627 -1.38077885406166 2.12933903001116 3.26984269690561 0.0705643895088469 0.130492655477462 0.38779446564614 47 2.63487012968019 0.612579053628728 1.06512390342257 3.23783319624003 2.97960972647098 9.28085637706784 2.22550320520747 6.52817021039044 7 1 2 6 4 12 6 9 +Ldha 1.41519140662907 1.99546173390349 3.24154661229641 0.0717928362676978 0.132549556927902 0.366966029358505 43 3.38769016673167 1.22515810725746 6.39074342053543 5.39638866040004 0.744902431617745 3.09361879235595 1.48366880347165 0.725352245598938 9 2 12 10 1 4 4 1 +Snord55 0.573286347206465 7.06540834889277 3.23258794246729 0.0721865297249036 0.133061115373368 0.0928136803605377 2070 173.901428558892 189.286927571277 135.803297686378 134.909716510001 92.3679015206004 78.1138745069877 166.91274039056 86.3169172262736 462 309 255 250 124 101 450 119 +Rmst -2.2719524655272 0.840227711282082 3.20385953341656 0.0734647104225492 0.135198765471175 0.855385796986242 10 0.376410018525741 0 0.532561951711286 0 0.744902431617745 3.86702349044493 0 1.45070449119788 1 0 1 0 1 5 0 2 +Gm10804 1.94827721953342 0.916648370305759 3.19714358228513 0.0737670039720425 0.135536475897102 0.41514500422894 12 1.12923005557722 0.612579053628728 2.66280975855643 0.539638866040004 0 0 0.741834401735823 0 3 1 5 1 0 0 2 0 +9330162012Rik 2.29431770590357 0.808162714550698 3.19178997460511 0.0740089330230366 0.135762367490811 0.637228874009436 10 2.25846011115444 0.612579053628728 1.06512390342257 0 0 0 0 0.725352245598938 6 1 2 0 0 0 0 1 +1700008J07Rik 2.20722194147354 0.757683284366375 3.18878558531155 0.0741450741152591 0.135793787424576 0.479398278579799 9 1.50564007410296 0.612579053628728 0 1.61891659812001 0 0 0 0.725352245598938 4 1 0 3 0 0 0 1 +Gm16833 1.63703920992267 1.06403583359424 3.1800408757336 0.0745428650347607 0.136303540071574 0.231429707144515 15 1.50564007410296 0.612579053628728 2.13024780684514 1.61891659812001 0 0 0.741834401735823 0.725352245598938 4 1 4 3 0 0 2 1 +2610020C07Rik 2.37381043050929 1.23920884168522 3.16793680836009 0.0750972571670351 0.137097552684139 1.07912563436834 19 2.63487012968019 0 4.79305756540158 0.539638866040004 1.48980486323549 0 0 0 7 0 9 1 2 0 0 0 +9330179D12Rik -1.44454904349032 1.96602595763002 3.1568170110455 0.0756104726879749 0.137813976576644 0.428251678718882 40 0 1.83773716088618 1.59768585513386 3.23783319624003 4.46941458970647 4.64042818853392 2.59642040607538 6.52817021039044 0 3 3 6 6 6 7 9 +Cops5 2.42493991988414 1.18865263844183 3.15052049493848 0.0759027480624063 0.138126053491556 1.15615398282634 18 3.01128014820593 0 4.26049561369029 0 0.744902431617745 0 0.370917200867911 0 8 0 8 0 1 0 1 0 +Snord17 0.688186198794369 6.53903318264474 3.12589464667987 0.0770575636678555 0.140004267746852 0.137600334299236 1360 122.709666039391 139.66802422735 45.2677658954593 145.162854964761 86.4086820676584 60.325566450941 54.8957457284509 79.7887470158832 326 228 85 269 116 78 148 110 +Yipf2 2.94992789053358 0.924821317558717 3.12181348102864 0.0772507661829978 0.140132152964707 1.8144268368547 12 0.376410018525741 0 5.32561951711286 0 0 0 0.370917200867911 0 1 0 10 0 0 0 1 0 +Dtnb 2.82236237436013 1.50219576623502 3.10601116501963 0.078003778974026 0.141273510808514 1.80995429688541 26 3.01128014820593 0 8.52099122738058 0 0 1.54680939617797 0 0 8 0 16 0 0 2 0 0 +1700028E10Rik 1.77398557348737 0.86596011819281 3.0837801890919 0.0790765373412718 0.142989428060842 0.221435529786431 11 1.12923005557722 1.83773716088618 0.532561951711286 1.07927773208001 0 0 0.741834401735823 0 3 3 1 2 0 0 2 0 +4930455H04Rik 2.21756582368465 0.760890915501029 3.07775090257693 0.0793702125246859 0.143293374194093 0.552609695738945 9 1.12923005557722 0.612579053628728 2.13024780684514 0 0 0.773404698088987 0 0 3 1 4 0 0 1 0 0 +Mir22 -0.74936272103909 16.847227518438 3.07241453379811 0.0796311172979862 0.143537290421804 0.173680401030375 1751447 99683.9123861349 109044.584757396 38028.6512858478 105048.799857677 149597.265536928 121835.988899354 184498.66671811 135471.137501531 264828 178009 71407 194665 200828 157532 497412 186766 +Mir22hg -0.749289612870416 16.8472649773795 3.0628396082966 0.0801015724741567 0.144085810733476 0.174189748040419 1751491 99685.7944362275 109054.998601308 38034.5094673166 105050.958413142 149598.01043936 121838.309113449 184499.779469712 135471.137501531 264833 178026 71418 194669 200829 157535 497415 186766 +Elmo1 -2.07301354747071 0.582197696716647 3.06108750847979 0.08018798406289 0.144085810733476 0.264664941303461 6 0 0 0 0.539638866040004 0.744902431617745 1.54680939617797 0.741834401735823 0 0 0 0 1 1 2 2 0 +Jpx 2.05123134305586 0.923807541001399 3.03522508467658 0.0814752489776503 0.146168646357703 0.615528553091462 12 0.376410018525741 1.22515810725746 3.19537171026772 0.539638866040004 0 0 0.741834401735823 0 1 2 6 1 0 0 2 0 +Mir200c 1.52651777599067 1.9509790377512 2.98689171446383 0.0839411498634399 0.150356125579568 0.508415890555034 43 9.03384044461778 1.83773716088618 1.06512390342257 2.69819433020002 0.744902431617745 0.773404698088987 1.85458600433956 1.45070449119788 24 3 2 5 1 1 5 2 +R74862 1.57503862217662 1.06724639335429 2.98029720045826 0.0842837945924011 0.150733243934059 0.222462545907475 15 1.8820500926287 1.22515810725746 1.59768585513386 1.07927773208001 0 0 0.370917200867911 1.45070449119788 5 2 3 2 0 0 1 2 +Gm2061 3.08235093577727 0.497579596667506 2.97397897651369 0.0846135019453168 0.151086080938351 2.35810232120627 5 1.8820500926287 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 +Gm9895 2.1091607036294 0.707791010028783 2.95286787821717 0.085725307612554 0.152832149978006 0.415894553224895 8 0.376410018525741 0.612579053628728 2.13024780684514 0.539638866040004 0.744902431617745 0 0 0 1 1 4 1 1 0 0 0 +Nt5c2 1.8040695854202 1.49859163441386 2.94710151782734 0.0860317305222367 0.153139164626945 0.681946139267655 26 2.63487012968019 1.83773716088618 5.85818146882415 0 0.744902431617745 0 1.11275160260373 0.725352245598938 7 3 11 0 1 0 3 1 +Mir671 0.575013951814249 6.0570537328933 2.94061465563659 0.0863778579593577 0.153515788055494 0.0983236860031686 973 63.6132931308502 96.1749114197103 72.9609873844462 80.4061910399606 61.8269018242728 47.1776865834282 59.7176693397337 40.6197257535405 169 157 137 149 83 61 161 56 +Gm10125 -2.1452800616706 0.587862989606023 2.93442430264794 0.086709569975526 0.153865659941019 0.451500784124522 6 0 0 0.532561951711286 0 1.48980486323549 1.54680939617797 0.370917200867911 0 0 0 1 0 2 2 1 0 +2010009K17Rik 1.96055287319474 1.32277568387187 2.91082001033933 0.0879871276255113 0.155890236988678 0.761558387662271 21 2.63487012968019 0 4.26049561369029 1.61891659812001 1.48980486323549 0.773404698088987 0 0 7 0 8 3 2 1 0 0 +2900056M20Rik -1.91775076130403 0.820613808625248 2.90416460447901 0.0883510190324529 0.15607547835418 0.499923546279751 10 0 0 0 1.07927773208001 1.48980486323549 1.54680939617797 1.48366880347165 0 0 0 0 2 2 2 4 0 +Mir1981 0.73767827965099 4.38081005733277 2.90390479032837 0.0883652576834357 0.15607547835418 0.147754252443895 295 30.489211500585 25.7283202524066 12.2489248893596 29.1404987661602 20.1123656536791 13.9212845656018 11.8693504277732 13.0563404207809 81 42 23 54 27 18 32 18 +Mir653 1.75452547114503 1.07498205342374 2.86266610193235 0.0906571247126641 0.159876011278439 0.459622169919304 15 0.752820037051481 3.67547432177237 1.59768585513386 0.539638866040004 0 0 0.741834401735823 0.725352245598938 2 6 3 1 0 0 2 1 +Mir1964 -0.921738155510772 3.085190439632 2.8550820976708 0.0910855893992657 0.160383730716917 0.207456030341405 105 3.38769016673167 6.73836958991601 4.26049561369029 7.01530525852006 16.3878534955904 10.0542610751568 7.04742681649032 7.25352245598938 9 11 8 13 22 13 19 10 +Gm6981 2.04504033054609 0.700623734553716 2.84380534218722 0.091726749572074 0.161263823207606 0.381985658101449 8 1.12923005557722 0 0.532561951711286 1.61891659812001 0.744902431617745 0 0 0 3 0 1 3 1 0 0 0 +Mir26a-1 -0.732270676025702 4.45760901218185 2.83507091918405 0.0922267295835628 0.161892683090993 0.153279344110625 302 17.3148608521841 21.4402668770055 6.92330537224672 17.8080825793201 34.2655118544163 19.3351174522247 24.4805352572821 27.5633853327596 46 35 13 33 46 25 66 38 +Mir1247 0.757420392371919 4.46178592135931 2.83106357581457 0.0924571100194258 0.161892683090993 0.163332502691473 300 14.3035807039781 33.0792688959513 22.367601971874 36.1558040246803 20.1123656536791 11.6010704713348 10.7565988251694 20.3098628767703 38 54 42 67 27 15 29 28 +Mir532 0.4010598210194 7.671500278555 2.83014329828312 0.0925101046234244 0.161892683090993 0.0515098957738371 3010 230.362931337753 203.376245804738 281.192710503559 207.221324559362 169.092851977228 181.750104050912 160.978065176674 187.140879364526 612 332 528 384 227 235 434 258 +Vps39 2.6120304264449 0.924240962278172 2.82312885922901 0.0929151207360773 0.1622419162694 1.45797261211163 12 1.12923005557722 0 4.26049561369029 0 0.744902431617745 0 0 0 3 0 8 0 1 0 0 0 +Rpl22 1.66700696541863 1.89908564072866 2.82042185565734 0.0930719391337577 0.1622419162694 0.682305282991167 40 5.26974025936037 0 7.45586732395801 2.15855546416002 1.48980486323549 0 1.48366880347165 1.45070449119788 14 0 14 4 2 0 4 2 +Snord53 0.782073900372957 4.32899486047366 2.81931324505172 0.0931362446594716 0.1622419162694 0.17601225381317 290 24.4666512041731 30.6289526814364 12.2489248893596 27.5215821680402 15.6429510639726 8.50745167897886 21.1422804494709 8.70422694718725 65 50 23 51 21 11 57 12 +Mir300 -1.08203549445068 3.96437506324002 2.79190665759681 0.0947414405415098 0.164786560454059 0.359024880722298 222 19.9497309818643 12.2515810725746 1.06512390342257 3.23783319624003 16.3878534955904 13.9212845656018 26.7060384624896 21.0352151223692 53 20 2 6 22 18 72 29 +2210408F21Rik 1.11918669419543 4.14688329223917 2.78370768593063 0.0952274828668109 0.165379844674325 0.384697292473571 234 2.25846011115444 25.7283202524066 35.1490888129449 29.1404987661602 4.46941458970647 13.9212845656018 6.6765096156224 17.4084538943745 6 42 66 54 6 18 18 24 +Mir1955 1.88384801300483 0.639671826801534 2.7777503845375 0.0955823395615566 0.165743844133338 0.117361646904145 7 1.12923005557722 0.612579053628728 0.532561951711286 0.539638866040004 0.744902431617745 0 0 0 3 1 1 1 1 0 0 0 +Mir410 -0.812801941373058 3.92856932086554 2.77295528447702 0.0958690137865138 0.165988686996073 0.187945987426688 208 16.9384508336583 12.8641601262033 4.79305756540158 6.47566639248005 17.8776583588259 25.5223550369366 17.4331084407918 12.3309881751819 45 21 9 12 24 33 47 17 +A330035P11Rik 2.65578977262038 0.887244743310555 2.76675778145654 0.0962409186336077 0.166360830737555 1.56902203800319 11 0 3.67547432177237 2.13024780684514 0 0 0.773404698088987 0 0 0 6 4 0 0 1 0 0 +AF357359 -1.44359227004498 2.23591215456667 2.76452058879845 0.096375555755937 0.166360830737555 0.562538968441133 55 3.76410018525741 2.45031621451491 1.06512390342257 0 6.7041218845597 0.773404698088987 8.53109561996196 4.35211347359363 10 4 2 0 9 1 23 6 +Oxsr1 1.80409098647694 1.42731195989163 2.74522997923213 0.0975450418164591 0.168125215577915 0.711453031745412 24 3.38769016673167 0 5.32561951711286 0.539638866040004 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 9 0 10 1 1 1 1 1 +1110020A21Rik 2.02520770504918 0.919174592242246 2.69973731570762 0.100364781447932 0.172724307137391 0.754838626566828 12 0.752820037051481 0 1.06512390342257 3.23783319624003 0 0 0.741834401735823 0 2 0 2 6 0 0 2 0 +Mir103-1 1.60180992016933 1.01289281605838 2.69453732393133 0.100692714755572 0.173027692072451 0.320017557530149 14 1.50564007410296 1.83773716088618 1.59768585513386 0.539638866040004 0 0 1.11275160260373 0 4 3 3 1 0 0 3 0 +Ankrd10 1.73459832043945 1.19901725888147 2.65992614306255 0.102905512664863 0.176564195414449 0.557311030673675 18 3.01128014820593 1.83773716088618 1.06512390342257 1.07927773208001 0 0 0 2.17605673679681 8 3 2 2 0 0 0 3 +Mir1934 -1.87541029721582 0.760219984028641 2.6444441378581 0.103912497742749 0.177863436376323 0.526931691331778 9 0.752820037051481 0 0 0 2.23470729485323 0.773404698088987 1.11275160260373 0 2 0 0 0 3 1 3 0 +2310050B05Rik -1.89512751414474 0.819659781539882 2.64349614962361 0.103974506628403 0.177863436376323 0.60287557638773 10 0 0 0 1.07927773208001 0.744902431617745 0 1.48366880347165 2.17605673679681 0 0 0 2 1 0 4 3 +Rian -1.03007771264893 2.79185722702252 2.62600704862479 0.105125788602741 0.179563659873843 0.292608233065378 88 6.39897031493759 3.67547432177237 3.727933661979 1.07927773208001 8.93882917941294 3.86702349044493 10.7565988251694 7.25352245598938 17 6 7 2 12 5 29 10 +Zc3h14 1.74094547071798 1.2306309300149 2.62103100107442 0.105455901739295 0.179649569155885 0.592301981081331 19 4.14051020378315 0.612579053628728 1.06512390342257 1.07927773208001 0.744902431617745 0 0 1.45070449119788 11 1 2 2 1 0 0 2 +4930413G21Rik 1.95835690949541 0.930379450543939 2.61922175978353 0.105576209115354 0.179649569155885 0.697287105591242 12 0.752820037051481 3.67547432177237 1.06512390342257 0 0.744902431617745 0 0.370917200867911 0 2 6 2 0 1 0 1 0 +Mir3082 -0.80697349130144 3.15184180065054 2.61813672207007 0.105648431992637 0.179649569155885 0.165811036312716 112 3.76410018525741 7.96352769717346 5.85818146882415 5.93602752644005 11.1735364742662 9.28085637706784 8.90201282082987 11.605635929583 10 13 11 11 15 12 24 16 +4930515G01Rik 1.91653101082592 0.632903832829946 2.59653854411795 0.107097394111086 0.181842450417782 0.262503970550561 7 1.12923005557722 0 1.06512390342257 0.539638866040004 0 0 0.370917200867911 0 3 0 2 1 0 0 1 0 +Gm19461 2.46275182277228 0.871630866777851 2.57025860097175 0.108889929980463 0.184611307738051 1.40019793440892 11 1.12923005557722 0 3.727933661979 0 0 0.773404698088987 0 0 3 0 7 0 0 1 0 0 +4930577N17Rik 1.92899720671843 0.634076093398877 2.56166651856941 0.109483118036567 0.18534159893134 0.302650385920646 7 1.12923005557722 0.612579053628728 0 1.07927773208001 0 0 0.370917200867911 0 3 1 0 2 0 0 1 0 +0610039K10Rik 1.60768916276592 1.31641984305188 2.55029474472215 0.110273681374219 0.186403363626642 0.528337170475173 21 3.38769016673167 1.83773716088618 0.532561951711286 2.15855546416002 0 0 0.370917200867911 2.17605673679681 9 3 1 4 0 0 1 3 +Mir3068 -0.697754217972917 4.8526718459682 2.54295505723696 0.110787267307939 0.186961872105522 0.163166427595591 431 28.2307513894306 20.8276878233768 19.1722302616063 15.6495271151601 35.010414286034 24.7489503388476 56.0084973310546 19.5845106311713 75 34 36 29 47 32 151 27 +Dancr 1.37718408759755 2.08329778707713 2.5408962339772 0.110931803168658 0.186961872105522 0.509160732892771 48 7.52820037051481 1.22515810725746 6.39074342053543 1.61891659812001 0 1.54680939617797 1.85458600433956 2.90140898239575 20 2 12 3 0 2 5 4 +Snora20 1.55549316767531 1.19543821782595 2.51910366649138 0.112474499881354 0.189282307322456 0.447085675966138 18 1.50564007410296 0.612579053628728 3.727933661979 1.07927773208001 0.744902431617745 0 1.11275160260373 0 4 1 7 2 1 0 3 0 +Mir2137 -2.36432275801355 0.589458592851067 2.51538836097117 0.112739855863483 0.189449448512863 1.22515268100595 6 0.376410018525741 0 0 0 1.48980486323549 0 0 2.17605673679681 1 0 0 0 2 0 0 3 +Rad51d 1.24025366819809 2.83684943348656 2.51075832307275 0.11307150991553 0.189453142920526 0.476455964476101 92 10.5394805187207 4.90063242902982 14.911734647916 2.15855546416002 5.95921945294196 3.09361879235595 4.45100641041494 0 28 8 28 4 8 4 12 0 +Gm16861 1.57504923281324 1.06927468979849 2.51072170741572 0.11307413701041 0.189453142920526 0.377495401730558 15 1.50564007410296 0.612579053628728 3.19537171026772 0.539638866040004 0.744902431617745 0 0.370917200867911 0.725352245598938 4 1 6 1 1 0 1 1 +0610043K17Rik 1.59193471931036 1.68820971418152 2.46950645263259 0.116074367399669 0.194194799417921 0.686329199142923 32 3.38769016673167 2.45031621451491 6.39074342053543 0 1.48980486323549 0 1.48366880347165 0.725352245598938 9 4 12 0 2 0 4 1 +Mir142 0.477450694101189 10.3704685920882 2.42583671753883 0.119349500208616 0.19938181513621 0.0894373703825646 19662 1637.00717056845 1402.80603280979 808.961604649444 2308.57506891914 1406.3757908943 918.031376631627 954.740875034004 1143.88049130952 4349 2290 1519 4278 1888 1187 2574 1577 +Snora68 0.754003906243249 3.90979075966623 2.41002362425329 0.120560546665855 0.201110502552252 0.184317945136546 213 13.9271706854524 14.0893182334607 20.2373541650289 20.5062769095202 7.44902431617745 3.86702349044493 17.8040256416597 10.1549314383851 37 23 38 38 10 5 48 14 +Snapc4 2.49041637651915 0.760217106525064 2.40088801448465 0.12126639550782 0.201992638356822 1.61489860751657 9 0.376410018525741 0 3.727933661979 0 0 0 0.370917200867911 0 1 0 7 0 0 0 1 0 +Mir376a -1.79770055073482 0.517679009939258 2.37704737571262 0.123130074657933 0.204797981318807 0.102220591668862 5 0 0 0 0.539638866040004 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 0 0 0 1 1 1 1 1 +Rcbtb2 1.45803520806488 1.60444406392876 2.35253784998275 0.125079231226847 0.207737122023045 0.538994375825533 29 3.38769016673167 0.612579053628728 5.32561951711286 1.61891659812001 0 1.54680939617797 0.370917200867911 2.17605673679681 9 1 10 3 0 2 1 3 +Snord90 1.10963397385083 3.57021134154446 2.34966428292106 0.125309991334619 0.207775059018036 0.444973843624318 171 16.1856307966069 8.57610675080219 25.5629736821417 5.39638866040004 1.48980486323549 2.32021409426696 17.0621912399239 3.62676122799469 43 14 48 10 2 3 46 5 +Crebzf 1.48789117978579 2.10034166627966 2.34772152463673 0.125466271396518 0.207775059018036 0.677464272764552 48 7.90461038904056 1.83773716088618 3.19537171026772 4.85674979436004 2.23470729485323 0 0 4.35211347359363 21 3 6 9 3 0 0 6 +Luc7l 1.85138125131528 1.80223159919757 2.3115347179375 0.128417201968883 0.212353662965936 1.10295734288071 36 4.51692022230889 0 8.52099122738058 1.07927773208001 0 3.09361879235595 0.741834401735823 0 12 0 16 2 0 4 2 0 +2410006H16Rik 0.401569596010506 7.61300879663147 2.30675053480981 0.128813086728431 0.21270004624767 0.0639546143064309 2927 246.924972152886 252.995149148665 140.59635525178 244.996045182162 164.623437387522 153.907534919708 178.782090818333 172.633834452547 656 413 264 454 221 199 482 238 +A130049A11Rik 2.22933043064373 0.697786475584508 2.28173479164024 0.13090537850252 0.215842538831468 1.15629017151182 8 0.752820037051481 0 2.66280975855643 0 0 0 0.370917200867911 0 2 0 5 0 0 0 1 0 +Ppp4r1l-ps 2.22958240216917 0.697786475584508 2.27881527716653 0.131152023178071 0.215937169475006 1.16004588257634 8 0.752820037051481 0 2.66280975855643 0 0 0 0.370917200867911 0 2 0 5 0 0 0 1 0 +Gpr137b-ps -1.96393866359505 0.519974483427559 2.26067668986171 0.132696066516725 0.218164570454731 0.507894910981873 5 0.376410018525741 0 0 0 0.744902431617745 0.773404698088987 0 1.45070449119788 1 0 0 0 1 1 0 2 +Afg3l1 1.48878907990838 1.53298802047544 2.25597647981274 0.133099474807165 0.218512950726584 0.605022791019069 27 2.63487012968019 0 5.32561951711286 2.15855546416002 0 1.54680939617797 1.11275160260373 0.725352245598938 7 0 10 4 0 2 3 1 +1110054M08Rik 1.62607709394344 1.10846820178379 2.23883777740752 0.134582102712517 0.2203627896505 0.586825375590218 16 2.25846011115444 0 3.19537171026772 0.539638866040004 0.744902431617745 0 0.370917200867911 0.725352245598938 6 0 6 1 1 0 1 1 +Gabpb1 1.8877934744052 0.644895200393036 2.2384885870073 0.134612501653286 0.2203627896505 0.466643761334106 7 0.376410018525741 0 1.59768585513386 1.07927773208001 0 0 0 0.725352245598938 1 0 3 2 0 0 0 1 +1810062O18Rik 1.90655347492814 0.646997412885778 2.21392366604849 0.136770420295042 0.223574569565391 0.519639812465789 7 0.376410018525741 1.22515810725746 1.59768585513386 0 0.744902431617745 0 0 0 1 2 3 0 1 0 0 0 +Rnu73b 1.1294430209651 2.00334001585587 2.20989050653489 0.137128403530578 0.223839067851773 0.342987267601879 44 6.77538033346333 1.22515810725746 4.26049561369029 2.69819433020002 1.48980486323549 2.32021409426696 1.11275160260373 2.17605673679681 18 2 8 5 2 3 3 3 +Mir485 -1.61130823956714 0.965437135424848 2.17449464502602 0.14031560127479 0.228479477566918 0.595115069085034 13 0.376410018525741 1.22515810725746 0 0 0.744902431617745 0 2.59642040607538 1.45070449119788 1 2 0 0 1 0 7 2 +Mir299 -0.985886212461878 1.99934376192861 2.17387969790019 0.140371703570911 0.228479477566918 0.247192543396564 43 2.63487012968019 2.45031621451491 1.06512390342257 1.61891659812001 5.21431702132421 3.86702349044493 4.45100641041494 2.17605673679681 7 4 2 3 7 5 12 3 +Zfp326 1.42800580995752 1.2389494049915 2.16911986522787 0.140806801416007 0.228861197173311 0.441869400453599 19 2.63487012968019 0 2.13024780684514 2.15855546416002 1.48980486323549 0.773404698088987 0.370917200867911 0 7 0 4 4 2 1 1 0 +Vaultrc5 -0.439038195253229 7.1589713812088 2.15762491942541 0.141863819797126 0.230251235261054 0.0814636368813792 2022 91.467634501755 97.4000695269678 139.531231348357 154.336715687441 192.184827357378 124.518156392327 142.06128793241 195.845106311713 243 159 262 286 258 161 383 270 +Kat5 1.82250028311509 0.936987866235069 2.13330396743077 0.144129795274976 0.233596727853335 0.804256971018256 12 0.376410018525741 2.45031621451491 2.66280975855643 0 0 0.773404698088987 0 0.725352245598938 1 4 5 0 0 1 0 1 +Mir676 -0.446802845867355 6.53242393015933 2.11909507519026 0.145472474586545 0.23543843050106 0.0840718828554176 1363 70.7650834828393 83.310751293507 76.1563590947139 79.8665521739206 108.755755016191 77.3404698088987 135.01386111592 100.098609892653 188 136 143 148 146 100 364 138 +D130009I18Rik 1.81913658193294 1.05660008926899 2.1004873208015 0.147252200246514 0.237981247140612 0.969130775042379 15 2.25846011115444 3.06289526814364 0.532561951711286 0 0 0 1.11275160260373 0 6 5 1 0 0 0 3 0 +4930471I20Rik 2.00255834299285 0.971879491293969 2.08654608279147 0.148601704127711 0.239822552206108 1.19610967428711 13 1.12923005557722 0 4.26049561369029 0 0 0 0.370917200867911 0.725352245598938 3 0 8 0 0 0 1 1 +Nkx6-2 -1.80867083405477 0.51905820233254 2.07067242350126 0.150155304998473 0.241987574863358 0.378967851586558 5 0 0.612579053628728 0 0 0.744902431617745 1.54680939617797 0.370917200867911 0 0 1 0 0 1 2 1 0 +2810008D09Rik 0.992275793227007 3.31325368484776 2.05928786482749 0.151280855928879 0.243457625690904 0.384912015572497 137 21.831781074493 2.45031621451491 16.5094205030499 3.77747206228003 6.7041218845597 3.09361879235595 4.82192361128285 7.97887470158832 58 4 31 7 9 4 13 11 +Adam17 1.29736312070878 1.35888681515096 2.05399049164013 0.151807841106095 0.243736199619237 0.389874918889613 22 3.01128014820593 0.612579053628728 2.66280975855643 1.61891659812001 0 1.54680939617797 0.370917200867911 1.45070449119788 8 1 5 3 0 2 1 2 +4932702P03Rik 1.88393800726103 1.28729255558247 2.05325482165607 0.151881190122066 0.243736199619237 1.16513146848805 20 2.25846011115444 1.22515810725746 4.79305756540158 0 2.23470729485323 0 0 0 6 2 9 0 3 0 0 0 +Mir26b 0.381406457171917 11.5945020692124 2.04699250556749 0.152507193679534 0.244397061781388 0.0679015281500295 46666 3701.99253220066 4096.3161316153 2404.51721197646 3786.64592300271 2674.94463193932 2413.02265803764 3120.52641090174 2530.0286326491 9835 6687 4515 7017 3591 3120 8413 3488 +Flcn 1.46960323620757 1.35192910254652 2.04233191077918 0.152974980663752 0.244802879295008 0.62145815149932 22 2.63487012968019 1.22515810725746 4.26049561369029 0 0 0.773404698088987 1.11275160260373 0.725352245598938 7 2 8 0 0 1 3 1 +Trpc4 -1.74596825626093 0.71317759283185 2.03938581517844 0.153271520914362 0.24493390106903 0.663998693170247 8 0.376410018525741 0 0 0.539638866040004 2.97960972647098 0.773404698088987 0.370917200867911 0 1 0 0 1 4 1 1 0 +2610203C22Rik 1.96678109286618 1.0656769981979 2.03321408643026 0.153894853126812 0.245586052332437 1.20264987743188 15 2.25846011115444 0 3.727933661979 0 0.744902431617745 0.773404698088987 0 0 6 0 7 0 1 1 0 0 +Mir223 -0.528641311341049 6.02781187693563 2.01628240521794 0.155619736218572 0.24799178634831 0.123647105305382 928 44.7927922045631 63.095642523759 28.2257834406982 75.0098023795606 73.000438298539 84.3011120916996 79.376280985733 67.4577588407012 119 103 53 139 98 109 214 93 +F630028O10Rik -0.528638261243246 6.02781187693563 2.0138952875032 0.155864679701581 0.248035703681316 0.123802876861573 928 44.7927922045631 63.095642523759 28.2257834406982 75.0098023795606 73.000438298539 84.3011120916996 79.376280985733 67.4577588407012 119 103 53 139 98 109 214 93 +Mir103-2 0.785120714479361 2.71893553817616 2.01013243683963 0.156251677487728 0.248305242358632 0.185923137316202 81 6.39897031493759 6.12579053628728 6.92330537224672 8.09458299060006 5.21431702132421 4.64042818853392 3.3382548078112 2.90140898239575 17 10 13 15 7 6 9 4 +1500011K16Rik 2.11413372855866 0.642522158922088 2.00221088137035 0.157069958786553 0.249258446419272 1.18295805516084 7 0 0 2.13024780684514 1.07927773208001 0 0 0.370917200867911 0 0 0 4 2 0 0 1 0 +Mir5128 1.61359485230055 1.2738493521877 1.99369517324101 0.157955052207268 0.250314881345129 0.813074408757041 20 2.63487012968019 0 4.26049561369029 0.539638866040004 0 0 0.741834401735823 1.45070449119788 7 0 8 1 0 0 2 2 +Mphosph9 1.79236689198879 0.636333411267628 1.98570828328981 0.158790340384575 0.251289567793065 0.508944007080253 7 1.50564007410296 0.612579053628728 0 0.539638866040004 0 0 0 0.725352245598938 4 1 0 1 0 0 0 1 +Asb7 1.94541351595688 0.63279837173148 1.97745168581097 0.15965912396408 0.252036589350507 0.831752840189872 7 1.12923005557722 0 1.59768585513386 0 0 0 0.370917200867911 0 3 0 3 0 0 0 1 0 +4930417O13Rik 1.71715010444169 0.926786533466471 1.97702501279526 0.159704166608603 0.252036589350507 0.743832722550382 12 1.12923005557722 0 2.66280975855643 1.07927773208001 1.48980486323549 0 0 0 3 0 5 2 2 0 0 0 +Gm14872 1.93209082136728 0.649147101892238 1.9603455254205 0.161476369969484 0.254481406264063 0.816935547976011 7 0.376410018525741 2.45031621451491 0.532561951711286 0 0.744902431617745 0 0 0 1 4 1 0 1 0 0 0 +Mir3087 -1.63929497611101 0.718224595257031 1.95615044185889 0.161925620826439 0.254532254454282 0.535428871476493 8 0 1.22515810725746 0 0 2.23470729485323 0.773404698088987 0.370917200867911 0.725352245598938 0 2 0 0 3 1 1 1 +Dlg1 1.19604003304172 2.0318454145106 1.9558785095741 0.161954791177746 0.254532254454282 0.500980604511908 45 4.14051020378315 0.612579053628728 9.58611513080315 1.61891659812001 1.48980486323549 1.54680939617797 2.22550320520747 1.45070449119788 11 1 18 3 2 2 6 2 +Mir154 -1.46711327280048 1.20680226810302 1.95174359983792 0.162399085082763 0.254879444400871 0.655814506748708 18 0.752820037051481 1.83773716088618 0 0 1.48980486323549 0 2.22550320520747 3.62676122799469 2 3 0 0 2 0 6 5 +Mir3060 -1.2113586950711 1.23412841117325 1.93404840964081 0.164316208256188 0.257328757236931 0.342800597958089 19 1.12923005557722 0.612579053628728 0 1.07927773208001 0.744902431617745 0.773404698088987 2.96733760694329 2.17605673679681 3 1 0 2 1 1 8 3 +4930599N23Rik 2.03468754035394 1.36669597820702 1.93318190516873 0.164410748488802 0.257328757236931 1.574325401684 22 1.8820500926287 0 7.45586732395801 0 0 0.773404698088987 0 1.45070449119788 5 0 14 0 0 1 0 2 +C130046K22Rik -1.82497997235467 0.998221956150761 1.90372750409198 0.16766168551416 0.26205751119405 1.16292533112955 13 0 1.83773716088618 0 0 3.72451215808872 2.32021409426696 0.741834401735823 0 0 3 0 0 5 3 2 0 +Mir363 1.79257484328712 0.975582225481886 1.88387765744624 0.16989408040716 0.265183509910492 0.983197148537903 13 1.50564007410296 0 0.532561951711286 3.23783319624003 0 1.54680939617797 0 0 4 0 1 6 0 2 0 0 +Mir211 1.80225349548496 0.577821381939333 1.87026624447438 0.171444589316654 0.267238082527735 0.546888078760957 6 0.376410018525741 1.83773716088618 0.532561951711286 0 0 0 0.370917200867911 0 1 3 1 0 0 0 1 0 +Sfpq 1.41155876308144 1.97010238359724 1.86288970304055 0.172291657263894 0.268192061307098 0.790546173017796 42 4.14051020378315 0 10.6512390342257 1.07927773208001 2.23470729485323 2.32021409426696 0.741834401735823 0.725352245598938 11 0 20 2 3 3 2 1 +1700011J10Rik 1.58529666871195 1.38182570088593 1.84526177985681 0.174335484567311 0.271003798217032 0.9216122147151 22 0.376410018525741 5.51321148265855 0 3.77747206228003 1.48980486323549 0 0.741834401735823 0.725352245598938 1 9 0 7 2 0 2 1 +Cep57 2.09388623287429 0.709989751010093 1.83551462641994 0.175477571611849 0.272408039740299 1.41172807747064 8 0 0 2.66280975855643 1.07927773208001 0.744902431617745 0 0 0 0 0 5 2 1 0 0 0 +4930506C21Rik 1.39532594327059 0.763959599735991 1.82409434265437 0.17682668789945 0.274014982340959 0.198880495100434 9 0.376410018525741 0.612579053628728 1.06512390342257 1.61891659812001 0.744902431617745 0 0.370917200867911 0 1 1 2 3 1 0 1 0 +Gm5512 1.59939084993802 0.914673682188187 1.8213527229313 0.177152342784331 0.274014982340959 0.660513634806955 12 2.63487012968019 0 1.06512390342257 0.539638866040004 0.744902431617745 0.773404698088987 0 0 7 0 2 1 1 1 0 0 +Snord15b 0.634264424966416 3.97493859739106 1.82067308272488 0.177233178762163 0.274014982340959 0.170515835029383 219 23.7138311671217 14.7018972870895 13.3140487927822 18.3477214453601 19.3674632220614 12.3744751694238 8.90201282082987 5.07746571919256 63 24 25 34 26 16 24 7 +9430091E24Rik 1.24004384385996 1.97440463854726 1.81187270426169 0.178283744593704 0.275266241652796 0.592727378103482 42 3.76410018525741 0 8.52099122738058 3.23783319624003 1.48980486323549 1.54680939617797 0.741834401735823 2.90140898239575 10 0 16 6 2 2 2 4 +Gm11974 1.58863800329831 0.875550395278672 1.79977458174377 0.17973974923585 0.277139261997439 0.630549582255046 11 1.12923005557722 0.612579053628728 0 2.69819433020002 0.744902431617745 0.773404698088987 0 0 3 1 0 5 1 1 0 0 +Scarna3a 0.39273606419586 6.8892050947325 1.77303910829234 0.183006412241403 0.281795298741486 0.0783650329390524 1742 102.383525039001 120.065494511231 179.473377726703 131.132244447721 110.245559879426 84.3011120916996 111.275160260373 99.3732576470545 272 196 337 243 148 109 300 137 +Snord58b -0.959891864806359 4.98142254057752 1.77051212306474 0.183318712476616 0.281895755978193 0.473263658453828 394 17.3148608521841 26.953478359664 15.4442965996273 26.4423044359602 63.3167066875083 62.6457805452079 1.11275160260373 41.3450779991395 46 44 29 49 85 81 3 57 +Gm16845 1.16526727898085 1.63063614891485 1.76110091129479 0.184487257044476 0.28331084830114 0.45443580543518 30 3.01128014820593 1.22515810725746 3.19537171026772 3.23783319624003 0 3.09361879235595 1.48366880347165 0 8 2 6 6 0 4 4 0 +Srsf3 0.982399310397298 2.33968123763579 1.75436231688661 0.185329266889462 0.284221362259242 0.371507892038995 57 2.63487012968019 6.73836958991601 4.79305756540158 7.55494412456006 1.48980486323549 6.18723758471189 0.741834401735823 2.90140898239575 7 11 9 14 2 8 2 4 +Mir1843b 0.389851350480043 6.8875736230068 1.74809463046232 0.186116443251731 0.285045452013725 0.0783163506901775 1740 102.383525039001 120.065494511231 178.408253823281 131.132244447721 110.245559879426 84.3011120916996 111.275160260373 99.3732576470545 272 196 335 243 148 109 300 137 +Brd2 1.00128525429007 2.18480127537997 1.73149429279408 0.188220175014745 0.287880991544 0.385373147795245 52 5.64615027788611 1.22515810725746 5.32561951711286 5.39638866040004 2.97960972647098 3.09361879235595 2.59642040607538 0 15 2 10 10 4 4 7 0 +4930509E16Rik 1.75126346079811 0.87017516287105 1.72215197541634 0.189416274005641 0.289322581847974 1.02178786169832 11 1.50564007410296 3.06289526814364 0 0 0 0 0.370917200867911 0.725352245598938 4 5 0 0 0 0 1 1 +1700061I17Rik -1.70286107672667 0.502549782041057 1.71784117772638 0.189971170105125 0.28978222605608 0.554180080412799 5 0.376410018525741 0 0 0 0 0 1.11275160260373 0.725352245598938 1 0 0 0 0 0 3 1 +Dnm1l 1.80630973357152 1.49903122302948 1.71111376342148 0.190840929140441 0.290720293924223 1.46946215427623 26 2.25846011115444 0 7.98842927566929 0 0 1.54680939617797 1.11275160260373 0 6 0 15 0 0 2 3 0 +Snora69 1.08869295668112 1.71806156711187 1.70101780588851 0.192154924081701 0.292331691169627 0.418293401276377 33 2.25846011115444 2.45031621451491 5.32561951711286 1.61891659812001 0.744902431617745 0 2.59642040607538 1.45070449119788 6 4 10 3 1 0 7 2 +E130317F20Rik 1.36400541731017 0.758279590034866 1.69878193542161 0.192447350456789 0.292386720201327 0.231002884653815 9 1.12923005557722 1.22515810725746 1.06512390342257 0 0 0 0.370917200867911 0.725352245598938 3 2 2 0 0 0 1 1 +A330032B11Rik 1.39818933903737 0.748748186748486 1.69255362514394 0.193264686981905 0.292951835102097 0.291687482395929 9 1.50564007410296 0.612579053628728 0.532561951711286 0.539638866040004 0 0 0.741834401735823 0 4 1 1 1 0 0 2 0 +9330178D15Rik -1.98679676261055 0.524020298165048 1.69203592951643 0.193332806162909 0.292951835102097 1.3205532007011 5 0 0 0.532561951711286 0 0.744902431617745 2.32021409426696 0 0 0 0 1 0 1 3 0 0 +4930573O16Rik 1.59328290275501 0.573882656582763 1.68701795298712 0.193994535494436 0.293306722496002 0.314421647995105 6 1.12923005557722 0 0.532561951711286 0.539638866040004 0 0 0 0.725352245598938 3 0 1 1 0 0 0 1 +Chpt1 1.47700523685698 2.34168158861338 1.68501920720582 0.194258850745948 0.293306722496002 1.06784086774825 61 8.2810204075663 0 13.3140487927822 0 0.744902431617745 2.32021409426696 2.96733760694329 1.45070449119788 22 0 25 0 1 3 8 2 +Adamts10 1.92767141679506 0.821256886501406 1.68441981703105 0.194338196500418 0.293306722496002 1.44950467480606 10 0 2.45031621451491 2.13024780684514 0 0 0 0.741834401735823 0 0 4 4 0 0 0 2 0 +C030016D13Rik 1.59399520847019 0.575124507193501 1.64696610323885 0.199372364162675 0.300507090501469 0.358787781200008 6 1.12923005557722 0.612579053628728 0 0.539638866040004 0.744902431617745 0 0 0 3 1 0 1 1 0 0 0 +Gm12238 1.17743427197619 1.70057102419889 1.63788297384798 0.20061618016513 0.301982930829042 0.53847645030781 32 3.38769016673167 2.45031621451491 5.85818146882415 0 1.48980486323549 1.54680939617797 0.741834401735823 1.45070449119788 9 4 11 0 2 2 2 2 +Snord57 0.270666655755215 9.42386361558089 1.62967609542948 0.201747854955477 0.303286301059551 0.0422885257734828 10268 653.824202179212 827.594301452412 769.552020222808 749.018746063526 584.74840881993 575.413095378206 753.332834962728 570.852217286364 1737 1351 1445 1388 785 744 2031 787 +Pnpla2 1.09889328874293 1.70024363448059 1.61741482920614 0.203452629826889 0.305177539894076 0.44283962967608 32 3.76410018525741 0.612579053628728 4.26049561369029 2.69819433020002 2.97960972647098 0.773404698088987 0.370917200867911 1.45070449119788 10 1 8 5 4 1 1 2 +St5 1.14540632239041 1.43909936145621 1.61678363033081 0.203540848255383 0.305177539894076 0.427462889995435 24 2.63487012968019 1.22515810725746 3.727933661979 1.07927773208001 2.23470729485323 0 0.370917200867911 1.45070449119788 7 2 7 2 3 0 1 2 +D930016D06Rik 1.76685587915284 0.638496128878626 1.61355758338489 0.203992435707554 0.305453240344251 0.88787067352823 7 1.12923005557722 0 1.59768585513386 0 0.744902431617745 0 0 0 3 0 3 0 1 0 0 0 +Brat1 1.63806716830811 0.580282133402032 1.61096896164639 0.204355649440744 0.30559606292515 0.498016793789726 6 0.376410018525741 0 1.59768585513386 0.539638866040004 0 0 0 0.725352245598938 1 0 3 1 0 0 0 1 +Malat1 0.892035948894325 5.26274681035236 1.60518554190673 0.205169889192662 0.306412098912077 0.452900589946088 560 62.8604730937987 5.51321148265855 107.044952293969 16.7288048472401 26.8164875382388 31.7095926216485 9.27293002169778 36.2676122799469 167 9 201 31 36 41 25 50 +Snord73a 0.938581903974755 2.39902888782473 1.60119403868515 0.205734080105843 0.30685305281146 0.385824614925772 64 10.9158905372465 3.67547432177237 4.79305756540158 1.07927773208001 2.23470729485323 2.32021409426696 2.59642040607538 3.62676122799469 29 6 9 2 3 3 7 5 +Gm11602 1.10178148053282 2.35647563869741 1.59591013637908 0.206483768359912 0.307569164097466 0.576530554129637 61 8.2810204075663 1.83773716088618 9.58611513080315 1.07927773208001 0 3.09361879235595 2.22550320520747 4.35211347359363 22 3 18 2 0 4 6 6 +Pradc1 1.91674740534921 0.650415606184684 1.57297890760317 0.209774930983937 0.312044255071644 1.33002709755017 7 0 1.22515810725746 2.13024780684514 0 0 0.773404698088987 0 0 0 2 4 0 0 1 0 0 +Snord89 0.966574824460612 1.80434757594844 1.57118472472807 0.210035046358477 0.312044255071644 0.331669301499213 36 4.89333024083463 1.22515810725746 4.26049561369029 1.61891659812001 1.48980486323549 1.54680939617797 1.11275160260373 2.17605673679681 13 2 8 3 2 2 3 3 +Kcnq1ot1 1.4690186697538 1.11073986368061 1.55307986961569 0.212681344061251 0.315564907118189 0.811842989993509 16 2.63487012968019 0 2.66280975855643 0.539638866040004 0.744902431617745 0 0 1.45070449119788 7 0 5 1 1 0 0 2 +Mir879 -0.957422875609432 1.24255605117401 1.52112435477467 0.217449424119999 0.322220510286907 0.1980926097388 19 1.12923005557722 0.612579053628728 1.06512390342257 0.539638866040004 2.23470729485323 0.773404698088987 2.22550320520747 1.45070449119788 3 1 2 1 3 1 6 2 +Lrrc57 1.8847676489433 0.578218702340393 1.51434667879481 0.218477017960122 0.323323317110894 1.28595199102621 6 0 0 0.532561951711286 2.15855546416002 0 0 0.370917200867911 0 0 0 1 4 0 0 1 0 +A630010A05Rik -1.06389667985724 1.44453280447873 1.49582214729094 0.22131531349231 0.327099446495759 0.426267937473902 24 1.8820500926287 0.612579053628728 0 1.61891659812001 1.48980486323549 4.64042818853392 1.85458600433956 1.45070449119788 5 1 0 3 2 6 5 2 +BC039771 1.70841256711362 0.635554931729437 1.49045673551048 0.222145608277726 0.327492386724679 0.929498731793523 7 1.50564007410296 0 1.06512390342257 0 0 0.773404698088987 0 0 4 0 2 0 0 1 0 0 +Snhg6 0.363253836487354 6.93079477897274 1.49039475718623 0.222155221143647 0.327492386724679 0.0798920539070874 1762 146.799907225039 144.56865665638 136.335859638089 116.022356198601 108.010852584573 106.72984833628 70.8451853657711 138.542278909397 390 236 256 215 145 138 191 191 +Mir199a-1 1.05557681067524 1.20418398339966 1.48741804710113 0.22261749692031 0.327750405143321 0.279838591324049 18 1.50564007410296 1.22515810725746 2.13024780684514 1.61891659812001 2.23470729485323 0 0.741834401735823 0 4 2 4 3 3 0 2 0 +Mir196b -1.32127454614676 0.829618781393242 1.48196744206585 0.223466951282694 0.328281650450165 0.492761700442628 10 0 0.612579053628728 0 1.07927773208001 1.48980486323549 0 0.741834401735823 2.17605673679681 0 1 0 2 2 0 2 3 +Pex11b 1.65995741405808 0.804639894669543 1.47905581672054 0.223922306977752 0.328281650450165 1.10073827773407 10 1.50564007410296 0 2.13024780684514 0 0 0 0.741834401735823 0 4 0 4 0 0 0 2 0 +Mir15b -0.394788504231884 6.20734639920343 1.47879336116712 0.223963407602626 0.328281650450165 0.0932309162192091 1064 61.3548330196957 61.8704844165015 46.3328897988819 82.5647465041206 90.1331942257471 75.0202557146317 85.6818734004875 80.5140992614821 163 101 87 153 121 97 231 111 +Uqcc 1.33988788764212 1.20237271081473 1.47773531358743 0.224129189921717 0.328281650450165 0.713263179339961 18 1.8820500926287 0 4.26049561369029 0.539638866040004 0 1.54680939617797 0.370917200867911 0.725352245598938 5 0 8 1 0 2 1 1 +Snord87 0.361531400618155 6.92853158846234 1.47349079410599 0.22479573166607 0.328835807475623 0.0800479606361491 1759 146.799907225039 143.956077602751 135.803297686378 116.022356198601 108.010852584573 106.72984833628 70.4742681649032 138.542278909397 390 235 255 215 145 138 190 191 +Parp6 1.31909232213893 1.41955838570186 1.46960937555209 0.225407335548571 0.32930828407288 0.794694003083279 24 3.01128014820593 0 4.26049561369029 1.07927773208001 0 1.54680939617797 1.48366880347165 0 8 0 8 2 0 2 4 0 +9130221H12Rik 1.81174070735099 0.574594586237392 1.46729529556962 0.225772920425449 0.329420591055547 1.1662362903797 6 0.376410018525741 0 2.13024780684514 0 0 0 0.370917200867911 0 1 0 4 0 0 0 1 0 +Mir381 -0.535423138275991 4.2010882103495 1.44983721333272 0.228554074799306 0.332839187589807 0.158316469762884 263 22.5846011115444 12.2515810725746 12.7814868410709 8.09458299060006 20.8572680852969 20.8819268484026 26.3351212616217 13.0563404207809 60 20 24 15 28 27 71 18 +Snora21 0.977714238380411 1.28903949414256 1.44893250051556 0.228699319080113 0.332839187589807 0.238819239186347 20 1.12923005557722 2.45031621451491 2.13024780684514 1.61891659812001 1.48980486323549 0 1.11275160260373 0.725352245598938 3 4 4 3 2 0 3 1 +Deaf1 1.44422489044724 1.025131982023 1.42887088408062 0.231948799198155 0.337138318324962 0.852249424298157 14 1.12923005557722 0.612579053628728 3.727933661979 0 0 1.54680939617797 0.370917200867911 0 3 1 7 0 0 2 1 0 +Mir134 -1.14682917623374 1.93261005672816 1.42668479177753 0.232306245088513 0.337171088167804 0.695658731242064 40 2.63487012968019 4.2880533754011 0 0 1.48980486323549 4.64042818853392 3.70917200867911 5.8028179647915 7 7 0 0 2 6 10 8 +Mir377 -1.61378491210757 0.717489850287155 1.42512095604139 0.232562354415479 0.337171088167804 1.06158652526604 8 0 1.22515810725746 0 0 0.744902431617745 0 0.370917200867911 2.90140898239575 0 2 0 0 1 0 1 4 +Ndufs6 1.53512539963964 0.813159285646448 1.40740426155936 0.235487778942306 0.340979131691842 0.899781590705908 10 1.12923005557722 0 2.66280975855643 0 0 0 0.370917200867911 0.725352245598938 3 0 5 0 0 0 1 1 +6720401G13Rik 2.25133431427166 0.768838918008168 1.40046926717881 0.236645015832865 0.342074043993747 2.81750531855529 9 0 0 4.26049561369029 0 0 0 0 0.725352245598938 0 0 8 0 0 0 0 1 +Airn -1.47387977089094 2.52944495005948 1.39928361476914 0.236843553685417 0.342074043993747 1.34618529718523 66 0 0 10.6512390342257 0 2.97960972647098 13.9212845656018 4.45100641041494 8.70422694718725 0 0 20 0 4 18 12 12 +Gt(ROSA)26Sor -1.15096936032435 1.54361967638261 1.39703782718287 0.237220165154539 0.34218484000168 0.64344326809099 26 1.12923005557722 0 2.13024780684514 1.61891659812001 2.23470729485323 6.96064228280088 0.370917200867911 2.17605673679681 3 0 4 3 3 9 1 3 +Sec23b 1.82895755193543 0.644850222597462 1.3697672560722 0.241851876350373 0.348227090579605 1.48411734198092 7 0.376410018525741 0 2.66280975855643 0 0.744902431617745 0 0 0 1 0 5 0 1 0 0 0 +E2f6 1.53973552755681 1.10259786021808 1.36879310086588 0.242019353926053 0.348227090579605 1.16390433951375 16 3.01128014820593 0 2.66280975855643 0 1.48980486323549 0 0.370917200867911 0 8 0 5 0 2 0 1 0 +Orc6 1.38084285450996 0.514031868300813 1.3655797080292 0.242572805282196 0.348583842351367 0.0702725556992107 5 0.376410018525741 0.612579053628728 0.532561951711286 0.539638866040004 0.744902431617745 0 0 0 1 1 1 1 1 0 0 0 +Clk1 1.2861003411955 2.2155754729238 1.36240392743992 0.243121294127128 0.348932574338432 0.993302407698676 54 6.02256029641185 0 9.58611513080315 3.23783319624003 4.46941458970647 0 2.96733760694329 0 16 0 18 6 6 0 8 0 +Mir339 0.42814368668433 5.34471486348628 1.34652946977175 0.245885757104158 0.352343299639 0.115900409149214 599 54.2030426677067 53.2943776656993 37.8118985715013 35.0765262926003 28.3062924014743 28.6159738292925 38.9463060911307 37.7183167711448 144 87 71 65 38 37 105 52 +Fbxo34 1.07477259541521 1.07377334724852 1.34522090175497 0.246115346023035 0.352343299639 0.309939899179282 15 1.50564007410296 1.83773716088618 2.13024780684514 0 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 4 3 4 0 1 1 1 1 +B230217O12Rik 1.4246114949511 0.762941248991215 1.3299183272188 0.248819747974054 0.355768587015534 0.70095764609552 9 0.376410018525741 0 0.532561951711286 2.69819433020002 0 0 0.370917200867911 0.725352245598938 1 0 1 5 0 0 1 1 +Mir101c 1.42009163016916 0.50716611553616 1.32364733686219 0.249938515353831 0.356920958721804 0.214834900602033 5 0.376410018525741 0 1.06512390342257 0.539638866040004 0 0 0.370917200867911 0 1 0 2 1 0 0 1 0 +1700113A16Rik 1.04952261884512 0.8748029109583 1.3159338910949 0.251323095910532 0.358210570839521 0.132374100720698 11 0.752820037051481 0.612579053628728 1.06512390342257 1.61891659812001 0.744902431617745 0 0.370917200867911 0.725352245598938 2 1 2 3 1 0 1 1 +Abhd11 1.36437035299394 0.70312593778772 1.31512148633035 0.251469471728708 0.358210570839521 0.514223097681327 8 0 1.22515810725746 1.06512390342257 1.07927773208001 0 0 0.741834401735823 0 0 2 2 2 0 0 2 0 +Pisd-ps3 1.11246774172608 1.06559741280053 1.30733127850408 0.252878410925609 0.359768412551271 0.398841639277644 15 1.50564007410296 0 2.66280975855643 1.07927773208001 0.744902431617745 0.773404698088987 0.741834401735823 0 4 0 5 2 1 1 2 0 +Snord82 0.518546924862024 3.81085925901395 1.29940283263746 0.254322331897629 0.361372080566867 0.152756163372285 191 17.6912708707098 11.6390020189458 21.3024780684514 9.71349958872008 12.6633413375017 10.8276657732458 7.04742681649032 12.3309881751819 47 19 40 18 17 14 19 17 +1600002D24Rik -1.33099651490946 0.646039493001314 1.29243976651877 0.255598819161262 0.36241928722574 0.483747585291553 7 0 0 1.06512390342257 0 0 0.773404698088987 0.741834401735823 1.45070449119788 0 0 2 0 0 1 2 2 +Tug1 0.970668426400212 2.63263861953326 1.29191908284646 0.255694589146995 0.36241928722574 0.58850779920907 78 6.77538033346333 1.22515810725746 14.3791726962047 3.23783319624003 2.23470729485323 0 5.93467521388658 4.35211347359363 18 2 27 6 3 0 16 6 +Mir744 0.377651340457821 7.1472318972363 1.28525775737881 0.256923728325823 0.363709645185811 0.102366881957743 2175 165.2439981328 196.025297161193 99.5890849700105 173.763714864881 110.245559879426 102.089420147746 189.167772442635 84.8662127350757 439 320 187 322 148 132 510 117 +Rn45s 0.65102222101098 14.5532392475354 1.27910699725271 0.258065140076218 0.36487276930231 0.315704198286193 360404 47537.5740596528 12635.6681391998 46475.0838399888 10847.8204851362 22385.8078749765 25986.39785579 4549.6703858458 21904.1871125967 126292 20627 87267 20102 30052 33600 12266 30198 +Mir1945 1.35210912624303 0.509953639891973 1.26278125134319 0.261125293512193 0.36874252462551 0.144131562458991 5 0.752820037051481 0 0.532561951711286 0.539638866040004 0 0.773404698088987 0 0 2 0 1 1 0 1 0 0 +Atp10d 1.53331436368779 1.15558274925479 1.25534657129032 0.262533762624941 0.37027320538326 1.32191949957869 17 2.63487012968019 0 3.727933661979 0 1.48980486323549 0 0 0.725352245598938 7 0 7 0 2 0 0 1 +Pvt1 1.13237061461131 0.706845363550169 1.24762805726204 0.264005989484645 0.37132259609486 0.112183395552895 8 0.752820037051481 0.612579053628728 1.06512390342257 0.539638866040004 0.744902431617745 0 0 0.725352245598938 2 1 2 1 1 0 0 1 +Gm2518 1.15651903727818 0.700596843013412 1.24659671279059 0.264203483537775 0.37132259609486 0.157869476939936 8 0.752820037051481 0 1.06512390342257 1.07927773208001 0 0.773404698088987 0.370917200867911 0 2 0 2 2 0 1 1 0 +C230091D08Rik 1.56585828620223 1.16194302765321 1.24517880098089 0.26447530189213 0.37132259609486 1.41644478133515 17 1.8820500926287 0 4.79305756540158 0 0 1.54680939617797 0 0.725352245598938 5 0 9 0 0 2 0 1 +Spns1 1.29130279990573 0.750979881345235 1.24463546356304 0.264579553571535 0.37132259609486 0.507406490692187 9 1.8820500926287 0.612579053628728 0.532561951711286 0 0 0 0.370917200867911 0.725352245598938 5 1 1 0 0 0 1 1 +Wbscr25 -1.54070401657763 0.450389373474786 1.2395967363309 0.265548786718362 0.372225019220701 0.662915151912046 4 0 0 0.532561951711286 0 1.48980486323549 0.773404698088987 0 0 0 0 1 0 2 1 0 0 +Rnf126 1.352317882363 0.510697356258459 1.23574315626322 0.26629303137175 0.37281024392045 0.183948550759336 5 0.752820037051481 0.612579053628728 0.532561951711286 0 0.744902431617745 0 0 0 2 1 1 0 1 0 0 0 +Etohd2 1.55024153858454 0.577371011234276 1.22484335481533 0.268412231743709 0.37531661325928 0.885850182775071 6 0.752820037051481 0 1.59768585513386 0 0 0.773404698088987 0 0 2 0 3 0 0 1 0 0 +Gm10865 1.24385542624789 0.708647725781233 1.22065430239173 0.269232283130647 0.376002490883804 0.362664882724299 8 0 1.22515810725746 1.06512390342257 1.07927773208001 0 0 0.370917200867911 0.725352245598938 0 2 2 2 0 0 1 1 +Rbbp8 1.28319321283268 1.21201050991301 1.21613526340884 0.270120443730782 0.376781694739391 0.861651792833619 18 1.50564007410296 1.22515810725746 4.26049561369029 0 1.48980486323549 0 0 1.45070449119788 4 2 8 0 2 0 0 2 +Tubgcp4 1.33791798990343 0.977516297021678 1.20023071044651 0.273275571586703 0.380717249304552 0.874960057222824 13 0.752820037051481 0 3.727933661979 0.539638866040004 1.48980486323549 0 0.370917200867911 0 2 0 7 1 2 0 1 0 +C230037L18Rik 1.35620856225366 0.513286892568134 1.18625355142246 0.276086563999894 0.384164353077901 0.272029007915648 5 0.376410018525741 0 0.532561951711286 1.07927773208001 0 0.773404698088987 0 0 1 0 1 2 0 1 0 0 +Sh2d3c -0.989172553511926 0.989564782427474 1.17988452537781 0.27737950514388 0.385290746846568 0.273751596021749 13 0.752820037051481 0 1.06512390342257 0.539638866040004 1.48980486323549 2.32021409426696 0.370917200867911 1.45070449119788 2 0 2 1 2 3 1 2 +Mir93 0.258061794981841 8.95936436014001 1.17894232076207 0.277571423232147 0.385290746846568 0.0530464153691209 7480 575.907328344383 575.211731357376 368.000308632499 644.328806051765 481.951873256681 371.234255082714 518.171329612472 436.662051850561 1530 939 691 1194 647 480 1397 602 +Zfp207 1.31573613172173 1.24971382078769 1.171627649335 0.279067054659271 0.386840201979411 0.997407162230148 19 1.8820500926287 0 4.79305756540158 0.539638866040004 0 1.54680939617797 0 1.45070449119788 5 0 9 1 0 2 0 2 +Ubl4 1.06854952853088 1.0735946448232 1.17017271545995 0.279365754978997 0.386840201979411 0.432683488735817 15 1.12923005557722 0 2.66280975855643 1.61891659812001 0.744902431617745 0 0.370917200867911 1.45070449119788 3 0 5 3 1 0 1 2 +Gm13375 1.39917058732533 0.5170958137341 1.16795214501518 0.279822419421483 0.387002885527166 0.416936193500448 5 0 0.612579053628728 1.06512390342257 0.539638866040004 0 0 0 0.725352245598938 0 1 2 1 0 0 0 1 +Klc2 1.37596729798951 0.514840226031161 1.16016307268757 0.281431723163354 0.388757380301921 0.367115415607697 5 0.376410018525741 1.22515810725746 0.532561951711286 0 0 0 0 0.725352245598938 1 2 1 0 0 0 0 1 +Magix 1.58289386102868 0.511362021896504 1.15039032456122 0.283467455935942 0.391095970039795 1.00966038993426 5 0 0.612579053628728 1.59768585513386 0 0 0 0.370917200867911 0 0 1 3 0 0 0 1 0 +Mir1839 0.370480164024589 6.74498720522536 1.1482134598462 0.283923447509647 0.391251997111724 0.109391022162609 1655 113.299415576248 112.101966814057 129.945116217554 121.958383725041 84.9188772044229 58.005352356674 154.301555561051 69.633815577498 301 183 244 226 114 75 416 96 +Snord8 0.806893720861943 1.69268604059307 1.14641299100765 0.284301297005762 0.391300096361369 0.290529220847026 32 3.76410018525741 2.45031621451491 3.19537171026772 1.07927773208001 0.744902431617745 2.32021409426696 1.48366880347165 1.45070449119788 10 4 6 2 1 3 4 2 +4930481A15Rik 1.5515906543429 0.917398122432339 1.12447614916941 0.28895666078315 0.397228373438042 1.46738401507094 12 2.25846011115444 0 2.13024780684514 0 1.48980486323549 0 0 0 6 0 4 0 2 0 0 0 +Dleu2 0.317688954127526 8.19301158324783 1.10602978293134 0.292946616794128 0.402228748209507 0.0855423121930951 4399 326.723896080343 391.438015268757 153.910404044562 421.457954377243 248.797412160327 225.834171841984 319.73062714814 242.267650030045 868 639 289 781 334 292 862 334 +Mir434 -0.54919588286671 5.38683878237064 1.09770962227219 0.294769296453562 0.40424491256432 0.249691576615719 623 60.97842300117 39.8176384858673 6.92330537224672 23.7441101057602 49.1635604867712 43.3106630929833 59.7176693397337 40.6197257535405 162 65 13 44 66 56 161 56 +4930474G06Rik -1.42872669597032 0.444547317099226 1.08660880847268 0.29722381052778 0.406328755898014 0.663099903648888 4 0 0 0.532561951711286 0 0.744902431617745 0.773404698088987 0.370917200867911 0 0 0 1 0 1 1 1 0 +A430093F15Rik -1.42872669597032 0.444547317099226 1.08660880847268 0.29722381052778 0.406328755898014 0.663099903648888 4 0 0 0.532561951711286 0 0.744902431617745 0.773404698088987 0.370917200867911 0 0 0 1 0 1 1 1 0 +2900076A07Rik 0.357704988524868 6.75351475086346 1.08600912377275 0.297357152651045 0.406328755898014 0.107790840284727 1663 113.299415576248 112.101966814057 131.010240120976 121.958383725041 86.4086820676584 59.552161752852 154.672472761919 70.359167823097 301 183 246 226 116 77 417 97 +March2 1.1490450228439 1.81024670587524 1.08392796465331 0.297820502428094 0.406430184516712 0.923172571807024 36 5.26974025936037 0 6.39074342053543 1.07927773208001 2.97960972647098 1.54680939617797 0 1.45070449119788 14 0 12 2 4 2 0 2 +Mir3058 -1.2044465540242 0.776024090779448 1.08247836361925 0.298143790044249 0.406430184516712 0.624160194032919 9 0 0 1.06512390342257 0.539638866040004 1.48980486323549 2.32021409426696 0.370917200867911 0 0 0 2 1 2 3 1 0 +H2-T10 1.49091432235158 0.50705923050694 1.07820063115921 0.299100436056709 0.406871218665541 0.887359264881885 5 0.376410018525741 0 1.59768585513386 0 0 0 0.370917200867911 0 1 0 3 0 0 0 1 0 +Snord111 0.606752197652989 2.71306413132783 1.07784340804694 0.299180501718132 0.406871218665541 0.224746103077504 82 8.65743042609204 8.57610675080219 5.32561951711286 3.23783319624003 4.46941458970647 3.09361879235595 4.82192361128285 4.35211347359363 23 14 10 6 6 4 13 6 +Minos1 0.999689645568584 1.34246645297262 1.07429307988648 0.299977750227641 0.407469777392546 0.533576137747072 22 4.14051020378315 0.612579053628728 0.532561951711286 1.61891659812001 0.744902431617745 1.54680939617797 1.11275160260373 0 11 1 1 3 1 2 3 0 +Gm10336 -1.41305683603525 0.444085980903392 1.06720095262707 0.301578541238564 0.408671158614253 0.663114492823995 4 0 0 0 0.539638866040004 0 0 0.370917200867911 1.45070449119788 0 0 0 1 0 0 1 2 +Gm16897 -1.41305683603525 0.444085980903392 1.06720095262707 0.301578541238564 0.408671158614253 0.663114492823995 4 0 0 0 0.539638866040004 0 0 0.370917200867911 1.45070449119788 0 0 0 1 0 0 1 2 +Snord83b 0.412016510679215 3.99035331424224 1.05314046138814 0.304784917500656 0.412526205063166 0.115963050278327 221 18.0676808892356 13.476739179832 18.1071063581837 17.2684437132801 16.3878534955904 9.28085637706784 12.9821020303769 11.605635929583 48 22 34 32 22 12 35 16 +Fam19a2 -1.39439412627523 0.445236305727518 1.04277449700462 0.307177074139207 0.415271376294828 0.663078115251079 4 0 0.612579053628728 0 0 0.744902431617745 0 0.370917200867911 0.725352245598938 0 1 0 0 1 0 1 1 +Gm6793 1.43759807516069 0.570980107794987 1.02892445660156 0.310411415796383 0.419147249022098 0.985765099419335 6 1.50564007410296 0 0.532561951711286 0 0 0.773404698088987 0 0 4 0 1 0 0 1 0 0 +Mir677 -0.556581193997838 2.91938107006516 1.0216654718832 0.312124280053064 0.420961942719321 0.207540332077216 94 5.26974025936037 3.67547432177237 5.85818146882415 6.47566639248005 11.9184389058839 9.28085637706784 6.30559241475449 4.35211347359363 14 6 11 12 16 12 17 6 +Mir15a 0.323472503909827 8.01067798948637 1.01525465436931 0.313647269081676 0.422516569093497 0.0966057811485782 3883 289.83571426482 347.944902461118 124.08693474873 379.366122826123 219.001314895617 197.991602710781 287.089913471763 206.725389995697 770 568 233 703 294 256 774 285 +Rmi1 1.19649467559254 0.703415054910478 1.01273531337804 0.314248433228481 0.422827196124643 0.5365572749587 8 0.376410018525741 0 2.13024780684514 0.539638866040004 0.744902431617745 0 0.370917200867911 0 1 0 4 1 1 0 1 0 +Myeov2 1.3752791899028 0.500631880884289 1.00847894668689 0.315267512241198 0.423698741421916 0.68508973865721 5 1.12923005557722 0 0.532561951711286 0 0 0 0.370917200867911 0 3 0 1 0 0 0 1 0 +Snhg5 -0.891252404860635 0.988818036196163 1.00092989845109 0.317085604229749 0.425640793442522 0.242108615776824 13 0.376410018525741 1.22515810725746 0 1.07927773208001 2.23470729485323 0.773404698088987 0.741834401735823 1.45070449119788 1 2 0 2 3 1 2 2 +Alg9 1.38266937531922 0.822272867813765 0.991092828673628 0.319475424234761 0.428344840248957 1.20246527903028 10 0.752820037051481 0 3.19537171026772 0 0.744902431617745 0.773404698088987 0 0 2 0 6 0 1 1 0 0 +Mir296 -1.03122376978725 0.868255875953981 0.969681917990509 0.324759520438443 0.434918559648196 0.477911424633548 11 1.12923005557722 0 0.532561951711286 0 0.744902431617745 0 1.11275160260373 2.17605673679681 3 0 1 0 1 0 3 3 +Cnot2 1.16147988975839 1.30506961499225 0.964321975522214 0.326100356033999 0.436202234741844 0.976345068131713 21 4.14051020378315 0 2.66280975855643 0 0 1.54680939617797 0.741834401735823 0.725352245598938 11 0 5 0 0 2 2 1 +Gm10649 -1.17056180193158 0.590943716672117 0.950295151786785 0.329644180348444 0.440426240957348 0.455805593207835 6 0 0 0.532561951711286 0.539638866040004 1.48980486323549 0.773404698088987 0 0.725352245598938 0 0 1 1 2 1 0 1 +4933433G15Rik -1.31542050079849 0.438830702629464 0.944809554977709 0.331044008881153 0.440822944076184 0.663280688352345 4 0 0 0 0.539638866040004 0 0.773404698088987 0.741834401735823 0 0 0 0 1 0 1 2 0 +Mir487b -1.31542050079849 0.438830702629464 0.944809554977709 0.331044008881153 0.440822944076184 0.663280688352345 4 0 0 0 0.539638866040004 0 0.773404698088987 0.741834401735823 0 0 0 0 1 0 1 2 0 +Ufd1l 1.83013215132634 0.648264703504357 0.944466213970336 0.331131886353484 0.440822944076184 2.8244372867478 7 0 0 3.19537171026772 0 0 0.773404698088987 0 0 0 0 6 0 0 1 0 0 +2810055G20Rik -0.774119158390019 1.25290177573675 0.9430819910342 0.331486490812766 0.440822944076184 0.235971306397399 19 1.50564007410296 0 1.06512390342257 1.07927773208001 2.23470729485323 2.32021409426696 1.11275160260373 1.45070449119788 4 0 2 2 3 3 3 2 +Snord49a 0.347708396282739 6.19517637060946 0.940500720776813 0.332149102351942 0.441189901959914 0.11555421344434 1114 87.3271242979718 92.4994370979379 63.9074342053543 78.2476355758006 62.5718042558906 39.4436396025383 94.9548034221853 54.4014184199203 232 151 120 145 84 51 256 75 +Mir26a-2 0.571532904896869 3.30364549427615 0.935051290028968 0.333553781231292 0.442540539982446 0.271793027590196 131 6.39897031493759 17.7647925552331 5.85818146882415 11.8720550528801 7.44902431617745 2.32021409426696 11.4984332269053 5.8028179647915 17 29 11 22 10 3 31 8 +Mrpl48 0.951209129028088 0.877695610887092 0.909879188951829 0.340146475473504 0.450651070518895 0.309435986552712 11 1.12923005557722 0.612579053628728 0.532561951711286 1.61891659812001 1.48980486323549 0.773404698088987 0 0 3 1 1 3 2 1 0 0 +Snord64 -0.420539246374586 3.85466381978465 0.908514520780082 0.340508867501239 0.450651070518895 0.14580120158986 197 9.03384044461778 7.96352769717346 10.1186770825144 18.8873603114001 16.3878534955904 14.6946892636907 17.8040256416597 12.3309881751819 24 13 19 35 22 19 48 17 +Mir505 0.791118576264698 1.12459084148596 0.907225029268214 0.340851773757938 0.450651070518895 0.193148986386638 16 1.12923005557722 1.22515810725746 1.06512390342257 2.15855546416002 1.48980486323549 0.773404698088987 0.370917200867911 0.725352245598938 3 2 2 4 2 1 1 1 +Snora41 0.4457607085968 4.73756446685567 0.903210356341466 0.341922352695175 0.45154329215879 0.189120057480695 394 33.8769016673167 23.2780040378917 13.3140487927822 45.8693036134004 23.8368778117678 15.4680939617797 31.5279620737725 13.7816926663798 90 38 25 85 32 20 85 19 +Snord35b 0.938553767729952 1.07463232563284 0.893886598728487 0.344426245265019 0.454324099245534 0.451610775464664 15 1.8820500926287 0.612579053628728 1.06512390342257 1.61891659812001 2.23470729485323 0.773404698088987 0 0 5 1 2 3 3 1 0 0 +E030003E18Rik 1.12534457527493 0.696844091788613 0.871620817105213 0.350506988468022 0.461811170718259 0.594196025379944 8 1.12923005557722 0 1.59768585513386 0 0 0 0.370917200867911 0.725352245598938 3 0 3 0 0 0 1 1 +2310040G24Rik 1.22956203810021 0.688428201330028 0.849643885344393 0.356653100388518 0.469366998319838 0.959032625979528 8 1.50564007410296 0 0 1.07927773208001 0 0 0.741834401735823 0 4 0 0 2 0 0 2 0 +Gm16973 1.22567680162253 0.688218992824782 0.845862311695874 0.357725511183329 0.470235954216795 0.956184054973524 8 1.50564007410296 0 1.06512390342257 0 0 0 0.741834401735823 0 4 0 2 0 0 0 2 0 +Gm11696 1.37713756744948 0.517710856875195 0.840001428570431 0.35939636224903 0.471888664356897 1.18654599183539 5 0 0.612579053628728 0 1.61891659812001 0 0.773404698088987 0 0 0 1 0 3 0 1 0 0 +Mir500 -0.654322949379912 2.08516539683144 0.825337101869348 0.363624329468657 0.476891218303147 0.33807354510354 47 3.76410018525741 4.2880533754011 0.532561951711286 1.07927773208001 3.72451215808872 3.09361879235595 4.82192361128285 3.62676122799469 10 7 1 2 5 4 13 5 +4930568G15Rik 1.3035801314942 0.512841362949814 0.817716538272738 0.365848643350371 0.47925752246013 0.984364384301506 5 0.376410018525741 0 1.59768585513386 0 0.744902431617745 0 0 0 1 0 3 0 1 0 0 0 +Mirlet7c-2 -0.307312511353268 5.86443424900537 0.815620605653701 0.366463717240744 0.479512730930836 0.101448148484668 861 57.9671428529641 53.9069567193281 39.9421463783465 52.3449700058804 55.8676823713309 55.6851382624071 80.8599497892047 59.4788841391129 154 88 75 97 75 72 218 82 +Mir106b -0.297713966644973 6.35758815909002 0.814163246971646 0.366892241145926 0.479523536251434 0.0976709523218268 1230 68.1302133531591 69.2214330600463 78.8191688532704 73.9305246474806 75.2351455933922 64.9659946394749 129.079185902033 85.5915649806747 181 113 148 137 101 84 348 118 +Yaf2 1.38354680620103 0.821712573526099 0.812180487717758 0.367476373139189 0.479682116340211 1.68794748059286 10 0.752820037051481 0 3.19537171026772 0 0 0 0 1.45070449119788 2 0 6 0 0 0 0 2 +Mir130b -0.444987061481981 3.37682815824708 0.810899713755399 0.367854383696481 0.479682116340211 0.175477723944618 135 6.77538033346333 8.57610675080219 4.26049561369029 12.4116939189201 13.4082437691194 10.0542610751568 10.0147644234336 10.1549314383851 18 14 8 23 18 13 27 14 +A930016O22Rik -1.17178435883903 1.28462277570249 0.806214665235677 0.369241757931443 0.480941604794266 1.33517169800625 20 0 0 1.06512390342257 2.15855546416002 0 0 2.96733760694329 4.35211347359363 0 0 2 4 0 0 8 6 +F420014N23Rik 1.14779620722845 1.34450233010102 0.80090814355273 0.370821988172958 0.482449131705069 1.26176687897796 22 3.01128014820593 0 4.26049561369029 0 0 1.54680939617797 1.48366880347165 0 8 0 8 0 0 2 4 0 +Snord92 0.522907020629274 3.03213216722955 0.798443819987393 0.371559049393055 0.482857489017626 0.2496786045776 106 8.65743042609204 4.90063242902982 15.4442965996273 3.77747206228003 6.7041218845597 3.86702349044493 6.30559241475449 5.8028179647915 23 8 29 7 9 5 17 8 +Irf3 1.21538930808441 0.506395465905888 0.78939385863468 0.374283472270705 0.48584464375526 0.753793359934631 5 1.12923005557722 0 0.532561951711286 0 0.744902431617745 0 0 0 3 0 1 0 1 0 0 0 +B630019K06Rik 1.03511439963631 0.63602399238927 0.778625307945046 0.377561899455741 0.489543326453409 0.414833929707854 7 0.376410018525741 0 1.06512390342257 1.07927773208001 0 0 0.741834401735823 0 1 0 2 2 0 0 2 0 +4931431C16Rik -0.845865494210467 0.700083313892079 0.758319098370869 0.38385506892441 0.497138063158629 0.12952555833278 8 0.376410018525741 0.612579053628728 0 0.539638866040004 0.744902431617745 0 1.11275160260373 0.725352245598938 1 1 0 1 1 0 3 1 +4930562F07Rik 1.34287799465987 0.822501348903931 0.755708941954296 0.384674743389339 0.497634787083034 1.72411792892087 10 0.752820037051481 0 3.19537171026772 0 0 1.54680939617797 0 0 2 0 6 0 0 2 0 0 +Fam172a 0.829161987049256 1.39027536327005 0.73713904265587 0.390578888860343 0.504700466805947 0.567617096297057 23 3.01128014820593 0.612579053628728 3.727933661979 0 0.744902431617745 0.773404698088987 1.11275160260373 1.45070449119788 8 1 7 0 1 1 3 2 +Mir341 -0.804049229205295 0.820535214985958 0.730585882254262 0.392693347157939 0.506858720709512 0.200080957816832 10 0.752820037051481 0 1.06512390342257 0 0.744902431617745 1.54680939617797 0.741834401735823 0.725352245598938 2 0 2 0 1 2 2 1 +Nnt 0.731200799065319 3.20582365999364 0.728701346091237 0.39330445689212 0.507073881710632 0.630783969373882 121 13.1743506484009 0 23.4327258752966 3.23783319624003 8.19392674779519 7.73404698088987 2.59642040607538 5.8028179647915 35 0 44 6 11 10 7 8 +4930523C07Rik 0.899081179953704 0.64825486595462 0.726068687635522 0.394160455496002 0.50760392745027 0.142981927376224 7 0.376410018525741 0.612579053628728 1.06512390342257 0.539638866040004 0.744902431617745 0 0 0.725352245598938 1 1 2 1 1 0 0 1 +1700012D01Rik 0.895803351263819 0.648652964811539 0.71852037361787 0.396629682687599 0.510207968372661 0.147961792462428 7 0.376410018525741 0.612579053628728 1.06512390342257 0.539638866040004 0.744902431617745 0.773404698088987 0 0 1 1 2 1 1 1 0 0 +Pafah1b1 0.776539563689982 1.93264864506089 0.700236368126125 0.402704282532492 0.516851192729898 0.628361813092098 40 3.01128014820593 0 8.52099122738058 2.15855546416002 2.23470729485323 2.32021409426696 0.741834401735823 2.90140898239575 8 0 16 4 3 3 2 4 +Chkb 0.791663078398439 1.5581515348387 0.698963807408918 0.403132089147242 0.516851192729898 0.581705682159969 28 5.26974025936037 1.22515810725746 2.13024780684514 0 1.48980486323549 1.54680939617797 0.741834401735823 1.45070449119788 14 2 4 0 2 2 2 2 +Gm9776 1.26783591431227 0.640089668967138 0.698901685920631 0.403152989947072 0.516851192729898 1.47810830121193 7 0.376410018525741 2.45031621451491 0 0 0 0 0.741834401735823 0 1 4 0 0 0 0 2 0 +Mir7-1 -0.434345393483474 2.95674097176898 0.692559283098864 0.405295235494377 0.518832261544694 0.179868795416884 96 3.76410018525741 7.35094864354474 5.32561951711286 7.01530525852006 9.68373161103068 7.73404698088987 6.30559241475449 7.97887470158832 10 12 10 13 13 10 17 11 +2610027K06Rik 1.0424394238771 0.87725455315041 0.690657987364816 0.405940664970455 0.518832261544694 0.933262894296687 11 0.376410018525741 0 3.19537171026772 0.539638866040004 0 1.54680939617797 0.370917200867911 0 1 0 6 1 0 2 1 0 +Mirlet7a-1 0.331930611359145 4.84638083803529 0.690299848718483 0.406062409780379 0.518832261544694 0.132876622019835 419 31.2420315376365 35.5295851104662 19.1722302616063 36.6954428907203 21.6021705169146 18.5617127541357 33.0116308772441 23.211271859166 83 58 36 68 29 24 89 32 +Mir3066 -0.973171215328739 0.721388054019918 0.666406237476878 0.4143073690843 0.528774841303341 0.662410917831078 8 0 1.22515810725746 0.532561951711286 0 1.48980486323549 0.773404698088987 0 1.45070449119788 0 2 1 0 2 1 0 2 +2610307P16Rik -1.2314630182265 0.5911142913688 0.659924693084078 0.416586530705996 0.53108964417379 1.51562474279307 6 0 0 0 1.07927773208001 0 1.54680939617797 0 1.45070449119788 0 0 0 2 0 2 0 2 +Mir301b -0.780489469242006 1.03765341473878 0.652965868749984 0.419054295726945 0.533639454714782 0.423616649028265 14 1.12923005557722 1.22515810725746 0.532561951711286 0 2.97960972647098 1.54680939617797 0.370917200867911 0.725352245598938 3 2 1 0 4 2 1 1 +Mir20a -0.338389619424171 5.42939616655335 0.647176111507612 0.421124106296821 0.535677374899301 0.156918737233037 643 37.6410018525741 33.69184794958 21.8350400201627 54.5035254700404 34.2655118544163 34.0298067159154 71.5870197675069 45.6971914727331 100 55 41 101 46 44 193 63 +4933400L20Rik 1.12001466972812 0.437322143926504 0.632136350140226 0.426572767875399 0.542003928892906 0.663328398620684 4 0.376410018525741 0.612579053628728 0.532561951711286 0 0 0 0.370917200867911 0 1 1 1 0 0 0 1 0 +Mir382 -0.659280189502632 0.92035890087847 0.624312702407356 0.429449159069636 0.544454876640758 0.109458100657734 12 0.752820037051481 0.612579053628728 0.532561951711286 0.539638866040004 0.744902431617745 0.773404698088987 1.48366880347165 0.725352245598938 2 1 1 1 1 1 4 1 +Scarna10 0.674462699329147 1.38740791775028 0.623064972326827 0.429910598283888 0.544454876640758 0.373484660116958 23 2.63487012968019 1.83773716088618 2.13024780684514 0.539638866040004 0 1.54680939617797 1.85458600433956 0.725352245598938 7 3 4 1 0 2 5 1 +Mir326 -0.365232526132618 3.42530293299704 0.623003761057694 0.429933254910887 0.544454876640758 0.149931654520088 144 10.5394805187207 7.96352769717346 9.05355317909186 5.93602752644005 8.93882917941294 9.28085637706784 12.611184829509 12.3309881751819 28 13 17 11 12 12 34 17 +5430417L22Rik 1.09959921618683 0.436237331375563 0.612893727298203 0.433700346433101 0.548616513614377 0.663362708387708 4 0.376410018525741 0 1.06512390342257 0 0 0 0.370917200867911 0 1 0 2 0 0 0 1 0 +8430429K09Rik 1.12253259785195 0.84715686768471 0.601464862915281 0.438019659723218 0.55346670182081 1.53021367795028 11 2.63487012968019 0 0.532561951711286 0 0 0 1.11275160260373 0 7 0 1 0 0 0 3 0 +4921511C10Rik 0.998142829739871 0.645140283412508 0.599680268423805 0.438700044167494 0.553713219463619 0.767053798703315 7 0 0 1.59768585513386 1.07927773208001 0 0.773404698088987 0.370917200867911 0 0 0 3 2 0 1 1 0 +Wls -0.803426790832422 0.701043119380667 0.58899375610072 0.442808490979993 0.558281202439969 0.315836557186499 8 0.376410018525741 1.22515810725746 0 0 0.744902431617745 0 1.11275160260373 0.725352245598938 1 2 0 0 1 0 3 1 +Oaz1-ps 0.601420711308629 1.98111633304013 0.587071212084746 0.443553902817984 0.558603756197925 0.400464642250315 41 1.8820500926287 6.73836958991601 3.727933661979 2.15855546416002 1.48980486323549 4.64042818853392 0.741834401735823 2.90140898239575 5 11 7 4 2 6 2 4 +Map1lc3a 0.920339152763728 1.32088784200928 0.583644857231384 0.444887189160041 0.559665140938926 1.06684721791142 21 2.25846011115444 0 4.79305756540158 0 0.744902431617745 0 0.741834401735823 2.17605673679681 6 0 9 0 1 0 2 3 +4930426L09Rik 1.06616698981938 0.434080966065142 0.58035856757532 0.446171808209439 0.560663032122214 0.663430911184261 4 0.752820037051481 0.612579053628728 0 0 0 0 0.370917200867911 0 2 1 0 0 0 0 1 0 +4921513I03Rik -1.16061154136325 0.593069310168718 0.572370616275078 0.449318431436934 0.563248119385741 1.59680543010955 6 0 1.22515810725746 0 0 0 1.54680939617797 0 1.45070449119788 0 2 0 0 0 2 0 2 +Wiz 0.668535651278217 1.48218332565456 0.572342989432844 0.449329374078867 0.563248119385741 0.461062085045741 26 3.76410018525741 0.612579053628728 1.59768585513386 1.61891659812001 0 0.773404698088987 2.22550320520747 1.45070449119788 10 1 3 3 0 1 6 2 +2900008C10Rik -0.824821425558565 0.71062331541386 0.571382838710839 0.449709935811052 0.563248119385741 0.419199274493116 8 0 1.22515810725746 0 0.539638866040004 0.744902431617745 1.54680939617797 0.741834401735823 0 0 2 0 1 1 2 2 0 +Nol8 0.919396384338304 1.01112351011483 0.568696286142794 0.450777443077996 0.563966077359642 0.966274964247221 14 2.25846011115444 0 2.13024780684514 0 0 0 0.741834401735823 1.45070449119788 6 0 4 0 0 0 2 2 +Gm6225 1.15629829223458 0.715363145236353 0.565881650526208 0.451900095551733 0.564250292035259 1.6477945456586 8 0 1.83773716088618 0 1.61891659812001 0 0 0 1.45070449119788 0 3 0 3 0 0 0 2 +Mir5100 0.634371747631069 1.19957551550219 0.565097225963261 0.45221375225159 0.564250292035259 0.274150038379464 18 2.25846011115444 0.612579053628728 0.532561951711286 2.15855546416002 0.744902431617745 0.773404698088987 0.741834401735823 1.45070449119788 6 1 1 4 1 1 2 2 +BB123696 1.04790925633362 0.433105255115748 0.56400979147358 0.452649133230451 0.564250292035259 0.663461772698932 4 0.752820037051481 0 0 0.539638866040004 0 0 0.370917200867911 0 2 0 0 1 0 0 1 0 +Rit1 0.932128699011544 0.699759638408082 0.563177747350862 0.45298270596345 0.564250292035259 0.74697670236123 8 1.50564007410296 0 1.06512390342257 0 0.744902431617745 0.773404698088987 0 0 4 0 2 0 1 1 0 0 +E130307A14Rik -0.78786558633859 0.702504053127267 0.552974278547055 0.45710494582031 0.568764169226799 0.350823872063137 8 0 0 0.532561951711286 1.07927773208001 0 0.773404698088987 1.11275160260373 0.725352245598938 0 0 1 2 0 1 3 1 +Fendrr 1.03429645342154 0.446336692868558 0.55170652637409 0.457621245593241 0.568786319413822 0.66304331679568 4 0 0.612579053628728 0.532561951711286 0.539638866040004 0 0 0 0.725352245598938 0 1 1 1 0 0 0 1 +2210015D19Rik 1.32252923445846 0.516071775763498 0.546950869632075 0.459566250507037 0.570582254438008 2.48306448453476 5 0 0 2.13024780684514 0 0.744902431617745 0 0 0 0 0 4 0 1 0 0 0 +Srsf7 1.03764046296738 0.708832099940444 0.541693678852956 0.461731657427805 0.572647631657745 1.24193177167275 8 0.376410018525741 0 2.66280975855643 0 0.744902431617745 0 0 0.725352245598938 1 0 5 0 1 0 0 1 +5031425E22Rik 0.498535620498918 1.96771163424586 0.536440883837086 0.463911494008099 0.574726400285821 0.252982478853397 41 1.8820500926287 3.06289526814364 4.79305756540158 3.77747206228003 2.97960972647098 2.32021409426696 1.48366880347165 2.90140898239575 5 5 9 7 4 3 4 4 +Mir466d 1.01367621368446 0.445246636164444 0.533453115109157 0.465158705244719 0.575303549127309 0.663077788563827 4 0 0 1.06512390342257 0.539638866040004 0 0 0 0.725352245598938 0 0 2 1 0 0 0 1 +9530082P21Rik 1.01169974733698 0.445138693748276 0.531707222723695 0.465889990704324 0.575303549127309 0.663081202108419 4 0 0 1.59768585513386 0 0 0 0 0.725352245598938 0 0 3 0 0 0 0 1 +Mir1196 1.01169974733698 0.445138693748276 0.531707222723695 0.465889990704324 0.575303549127309 0.663081202108419 4 0 0 1.59768585513386 0 0 0 0 0.725352245598938 0 0 3 0 0 0 0 1 +Mir16-1 0.266648492916775 5.1191961069463 0.529826343060623 0.466679877607502 0.575655935513686 0.11181039436037 499 35.7589517599454 43.4931128076397 26.6280975855643 41.0125538190403 29.051194833092 26.2957597350256 32.2697964755083 34.0915555431501 95 71 50 76 39 34 87 47 +Scarna8 0.816620325270234 0.765101649582907 0.525082547254455 0.468681627815914 0.577500796261293 0.500951309833982 9 0 1.22515810725746 0.532561951711286 1.61891659812001 0 0.773404698088987 0.741834401735823 0 0 2 1 3 0 1 2 0 +E530011L22Rik 0.992731598327407 0.429763784898832 0.514597850769578 0.473155226946458 0.582384157438952 0.66356746807768 4 1.12923005557722 0 0 0 0 0 0.370917200867911 0 3 0 0 0 0 0 1 0 +Gm14005 -0.743600089397331 1.51935775446941 0.506630457860325 0.476601154458953 0.585993445299208 0.799146778702251 26 1.12923005557722 0 4.26049561369029 0 4.46941458970647 2.32021409426696 1.85458600433956 0.725352245598938 3 0 8 0 6 3 5 1 +Mipep 0.849945210941811 1.02339428099156 0.505232589925117 0.477209946339215 0.586110386192728 0.910437563765943 14 1.50564007410296 0 3.19537171026772 0 0.744902431617745 1.54680939617797 0.370917200867911 0 4 0 6 0 1 2 1 0 +Mir32 0.289341734003646 4.28014319858298 0.496866450587437 0.480880221947171 0.589983154023357 0.131147679107085 274 18.0676808892356 22.0528459306342 15.4442965996273 24.8233878378402 14.1531462007372 10.0542610751568 20.4004460477351 20.3098628767703 48 36 29 46 19 13 55 28 +Ube2w 0.638167033552422 0.927313332057918 0.494579780766905 0.481891450774197 0.5905887704977 0.210014769305438 12 1.12923005557722 0.612579053628728 1.59768585513386 0.539638866040004 0.744902431617745 1.54680939617797 0.370917200867911 0 3 1 3 1 1 2 1 0 +Ngrn 0.968968558356811 0.443481226280296 0.493286859302242 0.482464763950087 0.590656969599838 0.663133617448286 4 0.376410018525741 0.612579053628728 0 0.539638866040004 0 0.773404698088987 0 0 1 1 0 1 0 1 0 0 +Prmt1 0.835141586049875 0.803891454244425 0.483662047123179 0.486768225489022 0.594215581504441 0.769784269377145 10 1.8820500926287 0 1.06512390342257 0 0.744902431617745 0 0.741834401735823 0 5 0 2 0 1 0 2 0 +Ccdc11 0.956980597772416 0.442268953988299 0.483450656375126 0.486863454565206 0.594215581504441 0.663171954256899 4 0.376410018525741 0 0 1.07927773208001 0.744902431617745 0 0 0 1 0 0 2 1 0 0 0 +Ppargc1a 0.73777855529358 1.20225929998052 0.483294346549737 0.48693389018988 0.594215581504441 0.698756363898127 18 1.12923005557722 0 4.26049561369029 0.539638866040004 0.744902431617745 1.54680939617797 1.11275160260373 0 3 0 8 1 1 2 3 0 +Rtel1 0.946581646511229 0.442284978865184 0.474730393487282 0.490818977833449 0.598316724046971 0.663171447485076 4 0.376410018525741 0 1.06512390342257 0 0 0.773404698088987 0 0 1 0 2 0 0 1 0 0 +Gm19782 -1.01344700481186 0.514661419223208 0.473074367840017 0.491576205224436 0.598600266980876 1.18759239945607 5 0.752820037051481 0 0 0 1.48980486323549 0.773404698088987 0 0 2 0 0 0 2 1 0 0 +Snord22 -0.425699932620586 2.50457525888426 0.46699187291136 0.494374312416699 0.60136576808897 0.261532782025379 69 5.64615027788611 3.67547432177237 3.19537171026772 2.69819433020002 6.7041218845597 1.54680939617797 7.04742681649032 5.07746571919256 15 6 6 5 9 2 19 7 +Mir702 -0.674871842355238 0.916320543314225 0.450038360767904 0.502316738007958 0.610376355768989 0.449595417916538 12 1.12923005557722 0 1.06512390342257 0 1.48980486323549 0.773404698088987 1.48366880347165 0 3 0 2 0 2 1 4 0 +6720483E21Rik 0.66811419612468 0.932462079307135 0.446606369040756 0.503950956865522 0.611710682748468 0.394362409497897 12 0.752820037051481 1.83773716088618 0 1.61891659812001 1.48980486323549 0.773404698088987 0.370917200867911 0 2 3 0 3 2 1 1 0 +3110056K07Rik 0.774357837071814 0.760592621264944 0.445050395309386 0.504694863260949 0.611962634410992 0.595983318966107 9 0.376410018525741 0.612579053628728 2.13024780684514 0 0 0.773404698088987 0.741834401735823 0 1 1 4 0 0 1 2 0 +Dos 0.90603735273213 0.438743954255937 0.44101702776149 0.506631987435888 0.613659339346441 0.66328343184403 4 0.752820037051481 0 0 0.539638866040004 0 0 0 0.725352245598938 2 0 0 1 0 0 0 1 +Gm3086 0.90409702260886 0.438636372882922 0.439485314686703 0.507370976686734 0.613902740614596 0.663286834204909 4 0.752820037051481 0 0.532561951711286 0 0 0 0 0.725352245598938 2 0 1 0 0 0 0 1 +Scarna9 0.441544176513082 2.49897911146477 0.437556569925987 0.508304158785744 0.614380344464548 0.306630303323196 67 7.90461038904056 4.2880533754011 4.26049561369029 4.31711092832003 7.44902431617745 3.86702349044493 1.11275160260373 3.62676122799469 21 7 8 8 10 5 3 5 +4930467D21Rik 0.892942468788875 0.439035668986502 0.430546830240361 0.511720748919597 0.617855422769587 0.663274206137172 4 0.752820037051481 0 0.532561951711286 0 0 0.773404698088987 0 0 2 0 1 0 0 1 0 0 +Rprl3 0.855488577637133 0.696717252050301 0.429308880969128 0.512328264787788 0.617935042413178 0.967076195510549 8 1.8820500926287 0 0 0.539638866040004 0.744902431617745 0.773404698088987 0 0 5 0 0 1 1 1 0 0 +Nup88 0.769486707048021 1.06525376477261 0.419034718278901 0.517419094433172 0.62341624788622 0.933078156191858 15 1.12923005557722 0 3.727933661979 0 0.744902431617745 0.773404698088987 1.11275160260373 0 3 0 7 0 1 1 3 0 +A930006I01Rik -0.690362659847148 1.0377898621168 0.415246542917142 0.519318507636954 0.625044743896376 0.660766650161758 14 0.376410018525741 0.612579053628728 2.13024780684514 0 1.48980486323549 3.09361879235595 0.741834401735823 0 1 1 4 0 2 4 2 0 +Gm12216 0.736301876804741 1.02730494581993 0.411539537523399 0.521189129472768 0.626355613683417 0.803248038464446 14 1.8820500926287 0.612579053628728 0 2.15855546416002 1.48980486323549 1.54680939617797 0 0 5 1 0 4 2 2 0 0 +1700034H15Rik 0.849344671916359 0.650929067984208 0.410751678170784 0.521588229598883 0.626355613683417 0.919120637085704 7 0.376410018525741 1.83773716088618 0.532561951711286 0 0 1.54680939617797 0 0 1 3 1 0 0 2 0 0 +Ccdc77 0.826491848870165 0.647111521913666 0.409658253243497 0.522143013475959 0.626355613683417 0.819697320949467 7 0.752820037051481 1.83773716088618 0 0 0.744902431617745 0 0 0.725352245598938 2 3 0 0 1 0 0 1 +Mir4660 0.660515187199649 1.51298056614054 0.408752323623824 0.522603456815611 0.626355613683417 0.750007966575468 26 2.63487012968019 0 5.32561951711286 0.539638866040004 0.744902431617745 2.32021409426696 0.370917200867911 2.17605673679681 7 0 10 1 1 3 1 3 +Krit1 -0.713716061202678 0.512097308228887 0.402297490193019 0.525905116303159 0.629651351208714 0.120536483759982 5 0.376410018525741 0 0.532561951711286 0 0.744902431617745 0.773404698088987 0.370917200867911 0 1 0 1 0 1 1 1 0 +1110002L01Rik 0.846176006495154 0.435560759771216 0.394087895243849 0.530158419219034 0.63407836093178 0.663384107016863 4 1.12923005557722 0 0 0 0.744902431617745 0 0 0 3 0 0 0 1 0 0 0 +Mir25 0.145604741062494 10.3816441963585 0.380767983980427 0.537192510677117 0.641818486578629 0.0530428607622972 19593 1111.53878470651 1247.82353224172 1819.76418899746 1421.94841201541 1354.23262068106 1094.36764779592 1301.17754064463 1312.88756453408 2953 2037 3417 2635 1818 1415 3508 1810 +Snora44 0.22222967652023 5.67030809838154 0.379712947562675 0.537756901986821 0.641820737622346 0.113106642588696 724 59.8491929455928 50.2314823975557 56.9841288331076 47.4882202115204 56.6125848029486 56.458542960496 30.0442932703008 42.0704302447384 159 82 107 88 76 73 81 58 +Neat1 0.458218049855678 2.45239491191107 0.377903325731392 0.538727482358802 0.642307269980556 0.410441267338475 65 7.90461038904056 0.612579053628728 7.45586732395801 3.77747206228003 3.72451215808872 5.41383288662291 1.48366880347165 4.35211347359363 21 1 14 7 5 7 4 6 +Scarna2 0.561947709067727 1.67571193934247 0.374089969835453 0.540783281099644 0.644085306612415 0.582380880879877 32 3.38769016673167 0 3.19537171026772 2.69819433020002 1.48980486323549 0 2.96733760694329 1.45070449119788 9 0 6 5 2 0 8 2 +Mir491 -0.697207862376862 0.515434392986584 0.371905571458435 0.541967396307731 0.644822522614308 0.184978613504907 5 0 0 0.532561951711286 0.539638866040004 0.744902431617745 0.773404698088987 0.370917200867911 0 0 0 1 1 1 1 1 0 +Rbm7 0.641714768580028 1.02054418900719 0.365437157796582 0.545501974330121 0.648040963732614 0.605460510436493 14 0.752820037051481 0 2.66280975855643 1.07927773208001 1.48980486323549 0 1.11275160260373 0 2 0 5 2 2 0 3 0 +Snord1b 0.456375724118304 1.83167888209148 0.363824059383746 0.546390083143426 0.648040963732614 0.341132237058851 37 5.26974025936037 1.22515810725746 2.66280975855643 1.61891659812001 2.23470729485323 3.09361879235595 1.48366880347165 1.45070449119788 14 2 5 3 3 4 4 2 +Mir672 -0.820368368871895 0.508306679505791 0.363540442781822 0.546546508831897 0.648040963732614 0.835485393773391 5 0.752820037051481 0 0 0 0 0 0.370917200867911 1.45070449119788 2 0 0 0 0 0 1 2 +4930526I15Rik -0.705531028504923 0.693461096792201 0.362819880825344 0.546944301555221 0.648040963732614 0.676401693384253 8 0.376410018525741 0 0 1.07927773208001 0 0 1.48366880347165 0.725352245598938 1 0 0 2 0 0 4 1 +Mir501 0.370692293947707 4.88663909505449 0.358279408462106 0.549463364206239 0.650350309708837 0.346915893151021 395 27.1015213338533 40.430217539496 15.4442965996273 47.4882202115204 46.1839507603002 27.8425691312035 2.96733760694329 24.6619763503639 72 66 29 88 62 36 8 34 +Ippk 0.557222036308697 1.0703145305506 0.346055026396624 0.556354824345129 0.657824719769733 0.404282501174556 15 1.8820500926287 0 2.13024780684514 0.539638866040004 0.744902431617745 1.54680939617797 0.370917200867911 0.725352245598938 5 0 4 1 1 2 1 1 +Adck5 0.661114143917763 0.578973377602091 0.341969611187491 0.558694525409313 0.65990730175158 0.230098863641487 6 0.376410018525741 1.22515810725746 0.532561951711286 0 0 0 0.370917200867911 0.725352245598938 1 2 1 0 0 0 1 1 +B230208H11Rik -0.257641378968257 4.19913910247094 0.338838809285638 0.560500251242304 0.661355518787455 0.15599843866385 250 9.03384044461778 17.1522135016044 13.8466107444934 23.7441101057602 14.8980486323549 13.9212845656018 19.2876944451314 27.5633853327596 24 28 26 44 20 18 52 38 +Mir369 -0.518444226232245 1.49149896858914 0.335446182595638 0.562469640496212 0.662993656824564 0.511495095617718 26 1.8820500926287 2.45031621451491 0 1.07927773208001 0.744902431617745 0.773404698088987 3.70917200867911 2.17605673679681 5 4 0 2 1 1 10 3 +Khdrbs1 0.643054366198991 0.576926602152428 0.333184086269611 0.563790170628087 0.663285158870867 0.19520967200013 6 0.376410018525741 0 1.06512390342257 0.539638866040004 0 0 0.370917200867911 0.725352245598938 1 0 2 1 0 0 1 1 +9430060I03Rik 0.664483113006645 0.819342119968741 0.333031289957665 0.563879582913883 0.663285158870867 0.674165310241828 10 1.50564007410296 0.612579053628728 0.532561951711286 0.539638866040004 2.23470729485323 0 0 0 4 1 1 1 3 0 0 0 +AF357425 -0.513876393721302 0.88492924881942 0.331934428334434 0.564522240631999 0.66335723641721 0.162823883575868 11 0.376410018525741 0.612579053628728 0.532561951711286 1.07927773208001 1.48980486323549 0.773404698088987 0.370917200867911 1.45070449119788 1 1 1 2 2 1 1 2 +Mir874 0.250440008209226 5.00200324437406 0.325257925820085 0.56846482602308 0.666744789256101 0.166055961649765 439 28.983571426482 40.430217539496 19.1722302616063 46.9485813454804 33.5206094227985 35.5766161120934 14.4657708338485 31.1901465607543 77 66 36 87 45 46 39 43 +Orc4 0.675511189637046 0.766015368676437 0.324834773823326 0.56871650730911 0.666744789256101 0.683934643006302 9 0.376410018525741 0.612579053628728 2.13024780684514 0 1.48980486323549 0 0.370917200867911 0 1 1 4 0 2 0 1 0 +9530052E02Rik 0.490682084709411 0.877279201971865 0.324093157053953 0.569158128602491 0.666744789256101 0.0868354918106535 11 0.752820037051481 0.612579053628728 1.06512390342257 1.07927773208001 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 2 1 2 2 1 1 1 1 +Gm19466 -0.850027143372067 0.521134526805219 0.316910272163338 0.573470401508752 0.670560544700995 1.39379707179565 5 0 0 1.06512390342257 0 1.48980486323549 0.773404698088987 0 0 0 0 2 0 2 1 0 0 +2610001J05Rik -0.589596247050352 0.650622399700235 0.316711264315159 0.573590790208739 0.670560544700995 0.214946008127196 7 0 0.612579053628728 1.06512390342257 0 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 0 1 2 0 1 1 1 1 +Snord98 0.24498454762318 5.22202332463771 0.30870737205888 0.578474478736564 0.675577666569518 0.171626474873144 553 27.8543413709048 47.1685871294121 51.1259473642835 30.2197764982402 32.7757069911808 18.5617127541357 55.6375801301867 23.211271859166 74 77 96 56 44 24 150 32 +Mir1982 0.511913356903791 1.17412597773582 0.307059431012851 0.579490266667762 0.676071977779056 0.409017138029934 17 1.12923005557722 2.45031621451491 1.06512390342257 1.07927773208001 0 3.09361879235595 0.370917200867911 0.725352245598938 3 4 2 2 0 4 1 1 +Fam214b 0.599378993055654 0.942163250327604 0.292634468226999 0.588537226236551 0.685925408719003 0.657883278469352 12 0 0.612579053628728 2.13024780684514 1.61891659812001 0.744902431617745 1.54680939617797 0 0.725352245598938 0 1 4 3 1 2 0 1 +Ankzf1 0.713752444229495 1.20395445542396 0.291516551890297 0.589250323301176 0.686055733557797 1.35189562135185 18 2.63487012968019 0 2.13024780684514 1.07927773208001 3.72451215808872 0 0 0 7 0 4 2 5 0 0 0 +1700052K11Rik -0.518504110977981 0.76397647173871 0.290183612192711 0.590102891301886 0.686348011188024 0.196246724605394 9 0.376410018525741 0 1.06512390342257 0.539638866040004 1.48980486323549 0 0.741834401735823 0.725352245598938 1 0 2 1 2 0 2 1 +Mir409 -0.286784513316364 3.11744072368069 0.287568920618865 0.591782651454366 0.687600820070704 0.205472282219597 114 9.78666048166926 8.57610675080219 4.26049561369029 4.31711092832003 9.68373161103068 6.18723758471189 10.3856816243015 6.52817021039044 26 14 8 8 13 8 28 9 +Kcnk2 0.67361994963065 0.637644696631125 0.283582741058408 0.594362519035335 0.689895863905714 0.816410596659416 7 1.50564007410296 0 0 0.539638866040004 0.744902431617745 0 0 0.725352245598938 4 0 0 1 1 0 0 1 +Mir1965 -0.650016077068437 0.517097070529987 0.273440219461869 0.601033324334857 0.69692990148991 0.534133811567907 5 0 1.22515810725746 0 0 0.744902431617745 0 0.370917200867911 0.725352245598938 0 2 0 0 1 0 1 1 +Mir130a 0.115800453756144 9.55311460630384 0.270932599562961 0.602706861712217 0.698160943364101 0.0467711706919983 11048 741.151326477183 896.815734512458 587.94839468926 895.260878760367 786.616967788339 645.792922904304 732.932388914993 714.471961914954 1969 1464 1104 1659 1056 835 1976 985 +Trappc13 0.665267368708216 0.577139553751261 0.268376011350062 0.604423243703127 0.699439068017513 0.691218081573346 6 0.376410018525741 0 0 1.61891659812001 0 0 0.370917200867911 0.725352245598938 1 0 0 3 0 0 1 1 +Gm20757 -0.776009741830894 0.523311479221059 0.258426734477893 0.611203075170736 0.706568093991702 1.49415445918271 5 0 1.22515810725746 0 0 1.48980486323549 0.773404698088987 0 0 0 2 0 0 2 1 0 0 +1700020I14Rik 0.511677459522839 1.69333530858258 0.254378806072728 0.614008563153715 0.709092885180556 0.771834063326426 32 2.25846011115444 0 6.39074342053543 1.07927773208001 2.97960972647098 0 2.22550320520747 1.45070449119788 6 0 12 2 4 0 6 2 +2810454H06Rik -0.461485550939028 1.20689195772609 0.233231869185327 0.629137732236459 0.72583028562366 0.521341567714123 18 0.376410018525741 0 0.532561951711286 3.23783319624003 1.48980486323549 1.54680939617797 1.85458600433956 0.725352245598938 1 0 1 6 2 2 5 1 +Mir872 0.173458580748318 5.86912357899905 0.231196354690535 0.630638164969415 0.726826410333437 0.11512864698207 859 68.5066233716848 75.9598026499623 34.6165268612336 63.6773861927205 53.6329750764776 51.0447100738731 60.8304209423375 49.3239527007278 182 124 65 118 72 66 164 68 +Gm12191 0.572573094935696 0.570431043572058 0.22602814868329 0.634484664878032 0.730410993912615 0.496548467920709 6 1.12923005557722 0 0.532561951711286 0 0 0 0.370917200867911 0.725352245598938 3 0 1 0 0 0 1 1 +Mtf2 0.575650228675501 1.04697625812409 0.225303005912731 0.63502866429563 0.730410993912615 1.0241139725076 15 3.38769016673167 0 0.532561951711286 0 0.744902431617745 0 1.11275160260373 0.725352245598938 9 0 1 0 1 0 3 1 +BB283400 0.726460019576593 0.5804200497188 0.216704132649092 0.641562761110901 0.737183394186846 1.67005291583067 6 0 0 2.13024780684514 0 0 0.773404698088987 0.370917200867911 0 0 0 4 0 0 1 1 0 +Mir30a -0.144964375088821 15.2335016708516 0.206342531318285 0.649649319924774 0.745724219350269 0.0978062683659582 565907 34393.336212734 38997.3951330585 35030.860059665 37938.7708380765 40346.1504037119 39766.1493616414 42927.360408046 38791.1127423856 91372 63661 65778 70304 54163 51417 115733 53479 +Mir374c 0.18698866502792 4.54109183809289 0.203519528427213 0.651894857274655 0.747492257835076 0.139129965631361 323 28.6071614079563 19.6025297161193 19.7047922133176 26.4423044359602 20.8572680852969 20.8819268484026 11.8693504277732 30.4647943151554 76 32 37 49 28 27 32 42 +Mir374 0.186922341962558 4.54109183809289 0.202762999889063 0.652499814902485 0.747492257835076 0.139630734383974 323 28.6071614079563 19.6025297161193 19.7047922133176 26.4423044359602 20.8572680852969 20.8819268484026 11.8693504277732 30.4647943151554 76 32 37 49 28 27 32 42 +Mirg -0.194692711894873 6.99334996494852 0.198336213119527 0.65606717174442 0.750825118315329 0.179266255859151 1940 212.671660467044 143.343498549122 34.6165268612336 79.3269133078806 122.16399878531 128.385179882772 153.559721159315 134.190165435803 565 234 65 147 164 166 414 185 +Snora47 0.36718494070772 0.971678040002798 0.193385700829521 0.660113541075272 0.754698948263412 0.136537230069921 13 1.50564007410296 0.612579053628728 1.06512390342257 0.539638866040004 0.744902431617745 0.773404698088987 0.741834401735823 0.725352245598938 4 1 2 1 1 1 2 1 +4732416N19Rik -0.429206697304978 0.87441154659201 0.192309030257264 0.66100174004061 0.754957943329666 0.360193019307882 11 0.376410018525741 0.612579053628728 1.06512390342257 0.539638866040004 0 2.32021409426696 1.11275160260373 0 1 1 2 1 0 3 3 0 +Snora34 0.358682265772149 1.52841029171095 0.185787199097782 0.666446271950661 0.75996873976777 0.387468698335198 26 1.12923005557722 3.06289526814364 3.727933661979 0.539638866040004 1.48980486323549 2.32021409426696 0.741834401735823 2.17605673679681 3 5 7 1 2 3 2 3 +Mir206 -0.557300163868775 0.509352619513514 0.185461599349074 0.666721041636755 0.75996873976777 0.794534003980575 5 0 0 0 1.07927773208001 0 0 0.741834401735823 0.725352245598938 0 0 0 2 0 0 2 1 +1700012D14Rik 0.457698980801923 1.05239914943821 0.183399807256121 0.66846763429362 0.760593810106583 0.652669637534606 15 1.8820500926287 1.22515810725746 1.06512390342257 0 0 0 1.85458600433956 0.725352245598938 5 2 2 0 0 0 5 1 +A330093E20Rik 0.480065748086408 0.764399165276152 0.183241026956758 0.668602621855305 0.760593810106583 0.581430655261522 9 1.12923005557722 0 1.59768585513386 0 0.744902431617745 0.773404698088987 0 0.725352245598938 3 0 3 0 1 1 0 1 +Rmrp 0.128965282660742 7.72861317232106 0.181233574251728 0.670315262668518 0.761617792874218 0.085477814661352 3178 226.22242113397 276.885732240185 117.163629376483 261.185211163362 207.082875989733 148.493702033085 251.852779389312 197.295810802911 601 452 220 484 278 192 679 272 +H19 0.578283481746927 0.587588586573705 0.180623736954747 0.670837757965459 0.761617792874218 0.996774122217476 6 0 0.612579053628728 0 1.61891659812001 0.744902431617745 0.773404698088987 0 0 0 1 0 3 1 1 0 0 +Mir5113 0.409003956145716 0.702470798890555 0.17461316816311 0.676044065124578 0.766765684201932 0.128682773928527 8 0.752820037051481 0 1.06512390342257 0.539638866040004 0.744902431617745 0 0.370917200867911 0.725352245598938 2 0 2 1 1 0 1 1 +Mrpl15 0.354486187264462 1.12264014244871 0.171526446851184 0.678758753968443 0.769080177038722 0.274555190522077 16 1.50564007410296 0.612579053628728 2.13024780684514 0.539638866040004 0.744902431617745 1.54680939617797 0.370917200867911 1.45070449119788 4 1 4 1 1 2 1 2 +Snora81 0.464285983672788 1.33471701593054 0.162117613917225 0.687214317662349 0.777237359955023 0.998582172412985 22 4.14051020378315 0 1.59768585513386 0 0 0.773404698088987 1.85458600433956 1.45070449119788 11 0 3 0 0 1 5 2 +4930414L22Rik 0.421818487080386 0.70562654711203 0.162001609820115 0.687320329706064 0.777237359955023 0.283945909548062 8 0.376410018525741 0 1.59768585513386 0.539638866040004 0.744902431617745 0 0.370917200867911 0.725352245598938 1 0 3 1 1 0 1 1 +Mir16-2 -0.199757727758086 3.35566743436828 0.156402720918811 0.692490273608135 0.782099392543426 0.185695331099679 133 6.39897031493759 11.0264229653171 4.79305756540158 12.4116939189201 13.4082437691194 8.50745167897886 9.64384722256569 7.97887470158832 17 18 9 23 18 11 26 11 +Mir496 0.363802711710723 0.972594427097247 0.15573451203559 0.693114403420498 0.782099392543426 0.298925738978296 13 1.50564007410296 1.22515810725746 0 1.07927773208001 1.48980486323549 0 0.741834401735823 0.725352245598938 4 2 0 2 2 0 2 1 +Mir425 0.138494139067568 6.73818262398074 0.155134413679727 0.693676235980672 0.782099392543426 0.113421136249825 1583 115.934285705928 143.343498549122 50.5933854125722 132.751161045841 103.541437994867 85.8479214878775 119.806255880335 92.1197351910651 308 234 95 246 139 111 323 127 +5930430L01Rik 0.550297724242144 1.22711792259108 0.153607449603632 0.695111515131559 0.782943967191618 1.60884942941978 18 0 0 3.19537171026772 3.23783319624003 0 1.54680939617797 0 2.90140898239575 0 0 6 6 0 2 0 4 +A930011G23Rik -0.379444849905282 0.940040830807948 0.151556007711372 0.697052794508427 0.784272720237949 0.353652103012523 12 0.752820037051481 0.612579053628728 0.532561951711286 1.07927773208001 1.48980486323549 0.773404698088987 0 2.17605673679681 2 1 1 2 2 1 0 3 +Mir362 0.209662395420953 3.62466456414292 0.150911391802937 0.69766591677609 0.784272720237949 0.23153780367684 169 15.0564007410296 15.9270553943469 2.66280975855643 14.0306105170401 11.1735364742662 6.96064228280088 12.611184829509 10.1549314383851 40 26 5 26 15 9 34 14 +Dnajc24 0.397250919216455 0.702304342518726 0.145452194176314 0.702919850251858 0.789401131040719 0.280531937183714 8 0.752820037051481 0 1.06512390342257 0.539638866040004 0 0 0.370917200867911 1.45070449119788 2 0 2 1 0 0 1 2 +4931440J10Rik 0.323591494428642 1.07992975464348 0.144214422574879 0.704126739157665 0.789978966940901 0.229533852705853 15 0.752820037051481 2.45031621451491 1.06512390342257 0.539638866040004 0.744902431617745 0.773404698088987 0.741834401735823 1.45070449119788 2 4 2 1 1 1 2 2 +Mir148b -0.0806673115386844 9.51989631970164 0.142952062712784 0.70536372240017 0.790589398092921 0.0429444568308165 10703 679.420083438962 809.21692984355 562.385421007118 799.744799471286 797.045601830987 750.202557146317 741.092567334087 726.077597844537 1805 1321 1056 1482 1070 970 1998 1001 +9930014A18Rik 0.422318684896462 0.705459812408182 0.140147570559352 0.708134351258365 0.792915892822173 0.487315637252573 8 0.376410018525741 0 1.59768585513386 0.539638866040004 0 0 0.370917200867911 1.45070449119788 1 0 3 1 0 0 1 2 +Snora43 -0.429522010111313 0.637007839147179 0.137234621616507 0.711045797921653 0.795395348459418 0.61155250279665 7 0.376410018525741 1.22515810725746 0 0 0.744902431617745 0 1.11275160260373 0 1 2 0 0 1 0 3 0 +Rbm18 -0.454724526391808 0.943259220896963 0.135932630055756 0.712358485912101 0.796083283472779 0.980236341917369 12 0.376410018525741 0 1.59768585513386 1.07927773208001 1.48980486323549 3.09361879235595 0 0 1 0 3 2 2 4 0 0 +Cyp4f41-ps 0.526168458354473 0.507984402269386 0.133895502295691 0.714426754285799 0.797613431154694 0.906318900489146 5 0 0.612579053628728 1.06512390342257 0 0 0 0.741834401735823 0 0 1 2 0 0 0 2 0 +9330020H09Rik 0.439602635166378 0.576168455579699 0.131224770161806 0.717165520030281 0.799888424589004 0.63940057173744 6 1.12923005557722 0 0.532561951711286 0 0.744902431617745 0 0 0.725352245598938 3 0 1 0 1 0 0 1 +Mir219-1 0.201764027807307 2.81841724977799 0.125480196982658 0.723165143187993 0.805761674502324 0.222536217518258 90 7.52820037051481 6.12579053628728 3.727933661979 7.55494412456006 4.46941458970647 3.09361879235595 7.78926121822614 5.8028179647915 20 10 7 14 6 4 21 8 +Peg13 0.395663453487066 0.87276342497791 0.124839552477514 0.723843747909625 0.805761674502324 0.67638044181262 11 1.12923005557722 0 2.13024780684514 0 0 0.773404698088987 0.370917200867911 1.45070449119788 3 0 4 0 0 1 1 2 +Tk2 0.347626573296389 0.820006525365917 0.120804182282546 0.728163920482081 0.80929481260451 0.304584813392536 10 0.376410018525741 0.612579053628728 0.532561951711286 1.61891659812001 1.48980486323549 0 0.741834401735823 0 1 1 1 3 2 0 2 0 +Mir187 -0.220159125571914 2.76113845437296 0.120552287139628 0.728436259899063 0.80929481260451 0.293671244831006 82 3.76410018525741 11.6390020189458 2.66280975855643 3.77747206228003 5.95921945294196 4.64042818853392 5.19284081215076 9.42957919278619 10 19 5 7 8 6 14 13 +Snora31 -0.181895910023054 4.54857568249611 0.113429054401049 0.736273476849026 0.817206261755583 0.255444502420338 320 21.4553710559672 6.12579053628728 43.1375180886142 13.4909716510001 28.3062924014743 29.3893785273815 13.3530192312448 25.3873285959628 57 10 81 25 38 38 36 35 +Snord110 0.0935841111551884 7.44718365579125 0.112664589801543 0.737130694549938 0.817362606881904 0.0712583600101352 2471 166.749638206903 207.05172012651 141.661479155202 201.285297032922 198.14404681032 174.789461768111 110.16240865777 190.042288346922 443 338 266 373 266 226 297 262 +Slc12a4 0.356530102061712 0.700902916845484 0.109824556635596 0.740343964014063 0.820128604796161 0.388542539016352 8 1.12923005557722 0.612579053628728 0.532561951711286 0 0 1.54680939617797 0.370917200867911 0 3 1 1 0 0 2 1 0 +Mir669a-1 -0.282841976476726 1.02913129033703 0.104306294542328 0.746721862131039 0.825961375641348 0.250623912051584 14 1.12923005557722 1.22515810725746 0.532561951711286 0.539638866040004 1.48980486323549 0 0.741834401735823 2.17605673679681 3 2 1 1 2 0 2 3 +Mir30c-2 0.106918045773141 6.47799654504875 0.104020597079924 0.747057089975347 0.825961375641348 0.0993022409001612 1345 84.3158441497659 85.1484884543932 104.382142535412 90.6593294947207 86.4086820676584 68.0596134318308 123.515427889014 58.753531893514 224 139 196 168 116 88 333 81 +C330013E15Rik 0.425364547798015 0.705776351352618 0.102690970000593 0.748623954728047 0.826892480488579 1.06614869073698 8 0.376410018525741 0 0 2.15855546416002 0 0 0.370917200867911 1.45070449119788 1 0 0 4 0 0 1 2 +Gm10033 0.44660556843877 0.795097543606531 0.0981895067677838 0.75401321015124 0.832039722226852 1.4617667730085 10 1.8820500926287 0 0.532561951711286 0 0 0 1.48366880347165 0 5 0 1 0 0 0 4 0 +Mir667 -0.412564997838244 0.582911301651855 0.097142231916802 0.7552863998713 0.832639403143143 0.753494772671402 6 0.752820037051481 0.612579053628728 0 0 0 0.773404698088987 0 1.45070449119788 2 1 0 0 0 1 0 2 +4930429F24Rik 0.372517002600203 0.716762658399084 0.0943811875812743 0.758679566189554 0.835572765465523 0.745918087136978 8 0 1.22515810725746 1.59768585513386 0 0.744902431617745 0.773404698088987 0 0.725352245598938 0 2 3 0 1 1 0 1 +Snord88a -0.116579002044837 5.40848950651294 0.0915722883363141 0.762187752292645 0.838627025425176 0.12866882092995 589 36.1353617784711 37.9799013249811 53.7887571228399 31.8386930963603 51.3982677816244 56.458542960496 28.5606244668292 37.7183167711448 96 62 101 59 69 73 77 52 +Snora78 -0.264731327624713 1.35813176879128 0.0858938184388309 0.769463700178882 0.845018367352263 0.47693254060202 22 1.8820500926287 0 2.13024780684514 1.07927773208001 1.48980486323549 0 1.85458600433956 2.90140898239575 5 0 4 2 2 0 5 4 +Snhg9 -0.264733490964563 1.35813176879128 0.0858830639383168 0.769477724521474 0.845018367352263 0.477052525751315 22 1.8820500926287 0 2.13024780684514 1.07927773208001 1.48980486323549 0 1.85458600433956 2.90140898239575 5 0 4 2 2 0 5 4 +Snora75 0.340239733242671 0.803580132003168 0.0837770957688715 0.772242597416352 0.847239234280825 0.736608053293829 10 1.50564007410296 0 1.06512390342257 0 0 0 1.11275160260373 0.725352245598938 4 0 2 0 0 0 3 1 +Gm11747 0.242704774785275 0.921496479498808 0.0796925109971065 0.777714543449902 0.851058789268948 0.131665348739043 12 0.752820037051481 0.612579053628728 1.06512390342257 1.07927773208001 0.744902431617745 0.773404698088987 1.11275160260373 0 2 1 2 2 1 1 3 0 +Mir5122 0.218731838517777 1.48404740864424 0.0794784380901787 0.778005463199155 0.851058789268948 0.293959292898466 25 2.25846011115444 2.45031621451491 0.532561951711286 2.15855546416002 2.23470729485323 1.54680939617797 0.741834401735823 2.17605673679681 6 4 1 4 3 2 2 3 +2410137F16Rik 0.341735189451046 0.50379538111903 0.0794570878513312 0.778034500825028 0.851058789268948 0.265951097280164 5 0.376410018525741 0 0.532561951711286 0.539638866040004 0 0 0.741834401735823 0 1 0 1 1 0 0 2 0 +Gm13483 -0.405259819671348 0.441450511506885 0.0788340661792768 0.778883709727697 0.851058789268948 0.66319783685053 4 0.752820037051481 0 0 0 0.744902431617745 0.773404698088987 0 0 2 0 0 0 1 1 0 0 +Cdh23 0.259325213039628 1.01902545028967 0.0778130192654904 0.780283310880749 0.851058789268948 0.323423403817483 14 0.752820037051481 1.22515810725746 1.59768585513386 0.539638866040004 0 0 1.48366880347165 1.45070449119788 2 2 3 1 0 0 4 2 +4921531C22Rik 0.36492190894025 0.515191961700188 0.0777501925158877 0.780369753148749 0.851058789268948 0.563424790023552 5 0 1.22515810725746 0 0.539638866040004 0 0.773404698088987 0.370917200867911 0 0 2 0 1 0 1 1 0 +4930526L06Rik -0.400926323794482 0.441282103013107 0.0773326008647368 0.78094526938176 0.851058789268948 0.663203162666082 4 0.752820037051481 0 0 0 0 0.773404698088987 0 0.725352245598938 2 0 0 0 0 1 0 1 +4930565N06Rik -0.275692016771913 0.704972067181646 0.0745521957341646 0.784820561643055 0.853759421790747 0.187746764272044 8 0.752820037051481 0 1.06512390342257 0 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 2 0 2 0 1 1 1 1 +Gm16039 0.203635382066238 1.53814985640646 0.0744816255847662 0.784919924152931 0.853759421790747 0.266864141711601 27 3.01128014820593 1.22515810725746 1.06512390342257 2.15855546416002 1.48980486323549 2.32021409426696 1.48366880347165 1.45070449119788 8 2 2 4 2 3 4 2 +1600020E01Rik -0.390597471075851 0.440882265837424 0.0738197774696623 0.785854275651585 0.853961646208055 0.663215807320604 4 0.752820037051481 0 0 0 0 0 0 1.45070449119788 2 0 0 0 0 0 0 2 +Fance 0.50084333160149 0.585954539136612 0.0720524692697513 0.788371497616278 0.855270403178805 3.12433936308979 6 0 0 2.13024780684514 0 1.48980486323549 0 0 0 0 0 4 0 2 0 0 0 +E230016M11Rik 0.342721174693447 0.513769470217108 0.071798200298467 0.78873637275728 0.855270403178805 0.488493855150565 5 0 0.612579053628728 1.06512390342257 0 0.744902431617745 0 0.370917200867911 0 0 1 2 0 1 0 1 0 +1700086O06Rik 0.236269656222079 1.48883272976725 0.071401243017057 0.789307392241264 0.855270403178805 0.475993254072891 26 3.01128014820593 1.22515810725746 0.532561951711286 2.15855546416002 0.744902431617745 2.32021409426696 2.59642040607538 0 8 2 1 4 1 3 7 0 +4930473A02Rik 0.352471611630964 0.500477705690642 0.0701446174715246 0.791126333619388 0.856428032883987 0.646696111280693 5 0.752820037051481 0 0.532561951711286 0 0 0 0.741834401735823 0 2 0 1 0 0 0 2 0 +A230020J21Rik -0.267026788333725 0.705749087999938 0.0694037193790127 0.792206949992774 0.856784957290763 0.203583555202171 8 0.752820037051481 0.612579053628728 0 0.539638866040004 0.744902431617745 0 0.370917200867911 1.45070449119788 2 1 0 1 1 0 1 2 +4930583K01Rik -0.311376486734353 0.585998814634588 0.0669415918612577 0.795843005751654 0.859902338600983 0.427642087614576 6 0.376410018525741 0.612579053628728 0 0.539638866040004 0.744902431617745 0 0 1.45070449119788 1 1 0 1 1 0 0 2 +Snord70 0.145331626973667 2.86064497684293 0.0657897221647867 0.797568584866601 0.860951518763284 0.22205290795422 92 8.65743042609204 6.12579053628728 3.19537171026772 7.55494412456006 4.46941458970647 8.50745167897886 5.93467521388658 4.35211347359363 23 10 6 14 6 11 16 6 +Arhgap1 0.339569541187162 1.2096566695747 0.0649812879626062 0.798789310008591 0.86145425587883 1.44007572113653 18 2.25846011115444 0 3.19537171026772 0 2.23470729485323 2.32021409426696 0 0 6 0 6 0 3 3 0 0 +AI450353 0.34055845147888 0.910101618432891 0.0632466127557674 0.80143622610689 0.863492666655299 1.43735572039674 12 3.01128014820593 0 0 0 0.744902431617745 0 0.370917200867911 1.45070449119788 8 0 0 0 1 0 1 2 +Abhd10 -0.276151496509407 0.585317127970325 0.0624086234287011 0.80272873318597 0.863759660272467 0.171774391618741 6 0.376410018525741 0 0.532561951711286 0.539638866040004 0.744902431617745 0.773404698088987 0 0.725352245598938 1 0 1 1 1 1 0 1 +Mir5114 -0.308027420198141 0.576749028964489 0.0613324222389799 0.804402253191527 0.863759660272467 0.546573167112303 6 0.752820037051481 0 0 0.539638866040004 0 1.54680939617797 0.370917200867911 0 2 0 0 1 0 2 1 0 +Svip -0.350973217175904 0.444935973798038 0.0605317045420897 0.805657524963423 0.863759660272467 0.663087612872524 4 0.376410018525741 0 0.532561951711286 0 0 1.54680939617797 0 0 1 0 1 0 0 2 0 0 +Mir3473 -0.272529890056176 0.586398376437974 0.0604269240405193 0.805822437714167 0.863759660272467 0.18535994501576 6 0.376410018525741 0.612579053628728 0 0.539638866040004 0.744902431617745 0.773404698088987 0 0.725352245598938 1 1 0 1 1 1 0 1 +Mir1306 -0.1851941109557 1.27726022626805 0.0596401679260163 0.807065576173644 0.863759660272467 0.210448917094876 20 1.50564007410296 1.22515810725746 1.06512390342257 1.07927773208001 0.744902431617745 0.773404698088987 2.22550320520747 1.45070449119788 4 2 2 2 1 1 6 2 +Mir1946b 0.227524210048939 1.08130128376378 0.0593307772060241 0.807556817807109 0.863759660272467 0.41086424728352 15 0.752820037051481 0 2.13024780684514 1.61891659812001 0.744902431617745 0.773404698088987 0.370917200867911 2.17605673679681 2 0 4 3 1 1 1 3 +Gm19522 -0.282927454068429 0.707964870962573 0.0590387683103746 0.808021707255509 0.863759660272467 0.579476887179664 8 0.376410018525741 0 1.59768585513386 0 0 0.773404698088987 0.370917200867911 1.45070449119788 1 0 3 0 0 1 1 2 +B230319C09Rik -0.344937059890506 0.444704025045226 0.0587065035008631 0.808552169027653 0.863759660272467 0.66309494795869 4 0.376410018525741 0 0.532561951711286 0 0.744902431617745 0.773404698088987 0 0 1 0 1 0 1 1 0 0 +2310010J17Rik -0.343109552136964 0.802996102846669 0.0584115657810287 0.809024371063529 0.863759660272467 1.47638377658733 10 1.8820500926287 0 0 0 1.48980486323549 0 1.11275160260373 0 5 0 0 0 2 0 3 0 +Gm10433 -0.342785645739424 0.444811958880092 0.0580499984927432 0.809604973396614 0.863759660272467 0.663091534687766 4 0.376410018525741 0 0 0.539638866040004 0.744902431617745 0.773404698088987 0 0 1 0 0 1 1 1 0 0 +2610035D17Rik -0.34060377449556 0.444535312857616 0.0574097286271007 0.810637826877285 0.863759660272467 0.663100283267815 4 0.376410018525741 0 0.532561951711286 0 0 0.773404698088987 0 0.725352245598938 1 0 1 0 0 1 0 1 +1700007J10Rik 0.315763104090594 0.642271288008478 0.0573291334197377 0.810768270071702 0.863759660272467 0.825778513948771 7 0 0.612579053628728 1.59768585513386 0 0 0 0.741834401735823 0.725352245598938 0 1 3 0 0 0 2 1 +Gm10548 -0.219560840499587 0.703615641790463 0.0554878371099055 0.813775229748123 0.866154418976314 0.0594854790100704 8 0.376410018525741 0.612579053628728 0.532561951711286 0.539638866040004 0 0.773404698088987 0.741834401735823 0.725352245598938 1 1 1 1 0 1 2 1 +C730002L08Rik 0.281569792976699 0.50929338696675 0.0545302058651105 0.815359942761565 0.867032334287927 0.336468455814845 5 0.376410018525741 0 1.06512390342257 0 0 0 0.370917200867911 0.725352245598938 1 0 2 0 0 0 1 1 +Thap6 -0.228642515349319 0.700752433660892 0.049311617987045 0.824265467945246 0.875686125628981 0.270900876410941 8 0.752820037051481 0.612579053628728 0.532561951711286 0 0 1.54680939617797 0.741834401735823 0 2 1 1 0 0 2 2 0 +Mir423 -0.0744500249085018 8.84921671367008 0.0477299944999316 0.827061408334372 0.877839132008854 0.11037853557516 6997 452.821252286466 622.380318486788 186.929245050661 530.465005317324 495.3601170258 328.696996687819 675.811139981334 385.887394658635 1203 1016 351 983 665 425 1822 532 +AF357426 0.301433033904917 0.627241496694233 0.0452689198949976 0.831510311043507 0.88071299185006 1.13393248478485 7 1.12923005557722 0.612579053628728 0 0 0 0 1.11275160260373 0 3 1 0 0 0 0 3 0 +Gm7367 0.248315611787725 0.506240872372134 0.0451945920786558 0.831646617931449 0.88071299185006 0.282626853737845 5 0.752820037051481 0 0.532561951711286 0 0.744902431617745 0 0.370917200867911 0 2 0 1 0 1 0 1 0 +Mir5129 -0.221316550567272 0.712411651231399 0.0446696865696916 0.832612574648927 0.88071299185006 0.320432296498763 8 0 0.612579053628728 0.532561951711286 1.07927773208001 0 0.773404698088987 0.370917200867911 1.45070449119788 0 1 1 2 0 1 1 2 +Lmf1 -0.22548796047855 0.97883425965457 0.0445376183881478 0.832856545316577 0.88071299185006 0.558630351034554 13 1.50564007410296 0 1.59768585513386 0 0.744902431617745 2.32021409426696 0.370917200867911 0.725352245598938 4 0 3 0 1 3 1 1 +Rhno1 -0.289809107838461 0.448195063662935 0.0427642739891088 0.836169768630754 0.883397875933047 0.662984547299674 4 0 0 1.06512390342257 0 0 1.54680939617797 0 0 0 0 2 0 0 2 0 0 +Mdp1 -0.246852882614069 0.579048510757911 0.0401952095284033 0.841099387953285 0.887184784265236 0.578850144736285 6 0.376410018525741 0 1.06512390342257 0 0 0 0.370917200867911 1.45070449119788 1 0 2 0 0 0 1 2 +4930452A19Rik -0.277343300032964 0.435635447316297 0.0395376722269738 0.842387262715545 0.887184784265236 0.663381744779761 4 0.752820037051481 0 0 0 0 0.773404698088987 0.370917200867911 0 2 0 0 0 0 1 1 0 +Mir20b -0.277343300032964 0.435635447316297 0.0395376722269738 0.842387262715545 0.887184784265236 0.663381744779761 4 0.752820037051481 0 0 0 0 0.773404698088987 0.370917200867911 0 2 0 0 0 0 1 1 0 +4930555B11Rik 0.136762824649094 2.39033698550999 0.0392954845949953 0.84286442256224 0.887184784265236 0.336389297323766 61 6.77538033346333 1.83773716088618 5.32561951711286 3.23783319624003 2.97960972647098 5.41383288662291 1.48366880347165 6.52817021039044 18 3 10 6 4 7 4 9 +A430071A18Rik -0.269112364005035 0.447392391552775 0.0376139174811776 0.846220452711214 0.88907692131077 0.663009931311267 4 0 0 1.06512390342257 0 0 0 0 1.45070449119788 0 0 2 0 0 0 0 2 +Cd22 -0.269112364005035 0.447392391552775 0.0376139174811776 0.846220452711214 0.88907692131077 0.663009931311267 4 0 0 1.06512390342257 0 0 0 0 1.45070449119788 0 0 2 0 0 0 0 2 +Ppifos 0.248620894603689 1.07213176442027 0.0362286856100074 0.849044007807455 0.891222826962563 1.30513118664616 15 1.12923005557722 0 3.19537171026772 0 0 0 0.741834401735823 2.90140898239575 3 0 6 0 0 0 2 4 +Rbmx 0.0986438999750026 4.04533361891745 0.0351385202262877 0.851305694713209 0.892775549326996 0.231893714397283 240 18.0676808892356 20.215108769748 17.5745444064724 6.47566639248005 12.6633413375017 6.96064228280088 27.8187900650933 9.42957919278619 48 33 33 12 17 9 75 13 +2610002J02Rik -0.186800122590241 0.574544504406253 0.0317659253685125 0.858542366895874 0.898715160320257 0.156379445413999 6 0.376410018525741 0.612579053628728 0.532561951711286 0 0 0 0.741834401735823 0.725352245598938 1 1 1 0 0 0 2 1 +4930527F14Rik -0.244281035069941 0.448591927059054 0.0317648575898586 0.858544719324347 0.898715160320257 0.662971996634629 4 0 0.612579053628728 0 0.539638866040004 0 0 0 1.45070449119788 0 1 0 1 0 0 0 2 +Mir376b -0.158192220319799 1.94229985404655 0.0291620903328313 0.864405315667954 0.904020591363094 0.66104946054871 42 6.02256029641185 3.06289526814364 0.532561951711286 0 1.48980486323549 3.09361879235595 4.08008920954702 2.17605673679681 16 5 1 0 2 4 11 3 +Btbd19 -0.227998019592197 0.449745032994211 0.0281794619816971 0.866687601865359 0.904817324385992 0.662935529585613 4 0 1.22515810725746 0 0 0.744902431617745 0 0 0.725352245598938 0 2 0 0 1 0 0 1 +Mir1966 -0.168385030472115 0.694856549428838 0.0281514995472145 0.866753142466161 0.904817324385992 0.282676636878772 8 0.752820037051481 0.612579053628728 0.532561951711286 0 0 0.773404698088987 1.11275160260373 0 2 1 1 0 0 1 3 0 +Mir541 -0.077168646472825 6.66411334271104 0.0276499777784416 0.867934381808835 0.905222239162597 0.201614530468415 1553 181.806038947933 115.164862082201 25.5629736821417 66.3755805229205 90.1331942257471 95.9021825630344 118.693504277732 105.901427857445 483 188 48 123 121 124 320 146 +2010320M18Rik -0.153440953029695 0.817265649192632 0.0272545561526618 0.868873506070553 0.90537412824338 0.260143808082405 10 0.376410018525741 1.22515810725746 0.532561951711286 0.539638866040004 0 0 1.11275160260373 1.45070449119788 1 2 1 1 0 0 3 2 +Mir598 0.117106193594072 2.01449875553177 0.026591961868164 0.870462989465158 0.905727359455395 0.318163899001966 44 3.01128014820593 4.90063242902982 1.06512390342257 3.23783319624003 1.48980486323549 1.54680939617797 4.08008920954702 3.62676122799469 8 8 2 6 2 2 11 5 +Mir29b-1 -0.208341414352944 0.834692809796765 0.0264525096922146 0.87080009931864 0.905727359455395 1.08109841309494 10 0 2.45031621451491 0.532561951711286 0 0.744902431617745 2.32021409426696 0.370917200867911 0 0 4 1 0 1 3 1 0 +Gm15545 -0.217022286505154 0.43887938549888 0.0257098799912892 0.872610882187066 0.906784168101496 0.663279148717265 4 0.376410018525741 0 0.532561951711286 0 0 0.773404698088987 0.370917200867911 0 1 0 1 0 0 1 1 0 +Mir147 -0.214870858659421 0.438986983809201 0.0252765012139977 0.873680020327864 0.907069065690713 0.663275745839807 4 0.376410018525741 0 0 0.539638866040004 0 0.773404698088987 0.370917200867911 0 1 0 0 1 0 1 1 0 +Gm5095 -0.21123098454227 0.438648247953698 0.0245845182513427 0.875406800009143 0.907639457707679 0.663286458644338 4 0.376410018525741 0 0.532561951711286 0 0.744902431617745 0 0.370917200867911 0 1 0 1 0 1 0 1 0 +Mir18 -0.0990461811170021 2.43255748654297 0.0244202461482868 0.875820370671476 0.907639457707679 0.262434880797305 62 2.63487012968019 5.51321148265855 2.13024780684514 7.01530525852006 5.21431702132421 5.41383288662291 2.96733760694329 5.07746571919256 7 9 4 13 7 7 8 7 +Gm10785 0.246751251689755 0.623026703715629 0.0216449504941716 0.883035543976129 0.913456047304436 2.19651377696425 7 1.50564007410296 0 0 0 0 0 1.11275160260373 0 4 0 0 0 0 0 3 0 +Plscr3 -0.194781611758836 0.439965845826999 0.0214241883614958 0.88362927784719 0.913456047304436 0.663244788949233 4 0.376410018525741 0.612579053628728 0 0 0 0.773404698088987 0.370917200867911 0 1 1 0 0 0 1 1 0 +Ftx 0.0442562859903849 6.90323954909954 0.0213480503202534 0.883834773202539 0.913456047304436 0.0833237481353848 1746 143.788627076833 106.588755331399 88.4052839840735 142.464660634561 117.694584195604 100.542610751568 97.1803066273928 152.323971575777 382 174 166 264 158 130 262 210 +1810034E14Rik -0.0921399384668532 2.43383344256362 0.0208468626811538 0.885196913624535 0.913699659162986 0.275109743702893 64 4.14051020378315 6.12579053628728 2.13024780684514 4.31711092832003 6.7041218845597 1.54680939617797 5.56375801301867 3.62676122799469 11 10 4 8 9 2 15 5 +Snord61 0.0765324626138409 4.00249776431419 0.0206734655688221 0.885672062256146 0.913699659162986 0.236868929009887 233 17.3148608521841 18.9899506624906 17.0419824547612 6.47566639248005 11.9184389058839 6.18723758471189 27.8187900650933 9.42957919278619 46 31 32 12 16 8 75 13 +1110019D14Rik 0.167902116965848 0.515697023285334 0.0202799345502163 0.886758031871484 0.913993599246037 0.549541191684381 5 0.376410018525741 0 0 1.07927773208001 0.744902431617745 0.773404698088987 0 0 1 0 0 2 1 1 0 0 +Mirlet7g 0.0421573852946991 11.2520713569692 0.0161689789965749 0.898815900469386 0.925585688118744 0.105394399515463 38152 2846.03615007313 2901.17439798566 1421.94041106913 2723.5573569039 2055.93071126498 1812.0872076225 3890.17960270265 1847.47216954049 7561 4736 2670 5047 2760 2343 10488 2547 +Zmynd8 -0.0949628221618098 1.65780389373413 0.0137976811983114 0.906492741701422 0.932316200794775 0.385874123780723 30 1.12923005557722 1.83773716088618 4.26049561369029 1.07927773208001 3.72451215808872 3.09361879235595 1.48366880347165 0.725352245598938 3 3 8 2 5 4 4 1 +2810001G20Rik -0.147420769233846 0.429608186028715 0.0136518460370976 0.906985962210517 0.932316200794775 0.663572390092808 4 0.752820037051481 0 0 0 0 0 0.741834401735823 0 2 0 0 0 0 0 2 0 +Mir10a -0.0474697256380783 14.9476035526803 0.0130438853684609 0.909071459340354 0.933618843480958 0.165973498871164 435679 26662.2508422338 36481.5329598053 22924.1292114123 38247.9839083174 26200.4532272909 53305.3720063872 15001.3752719018 33968.2456613983 70833 59554 43045 70877 35173 68923 40444 46830 +4930547E14Rik -0.14153238969448 0.441943990602939 0.0125841055606246 0.91068155907622 0.934431347937021 0.663182230938598 4 0 0 0 1.07927773208001 0 0 0.370917200867911 0.725352245598938 0 0 0 2 0 0 1 1 +Pfkfb2 0.105273545930274 1.33195915147488 0.0121131136969357 0.912362114667365 0.935314620696733 0.577808434849238 21 1.12923005557722 0 4.26049561369029 0.539638866040004 0.744902431617745 2.32021409426696 1.11275160260373 1.45070449119788 3 0 8 1 1 3 3 2 +Gm15441 0.0780434196843491 2.02230388105404 0.0101692823290582 0.919675203206381 0.941269117247064 0.417333073300976 43 2.25846011115444 0.612579053628728 5.85818146882415 3.77747206228003 4.46941458970647 2.32021409426696 1.11275160260373 4.35211347359363 6 1 11 7 6 3 3 6 +2310001K24Rik -0.123279260083522 0.442816530704177 0.0101324291999836 0.919820390648971 0.941269117247064 0.663154637691832 4 0 0.612579053628728 0.532561951711286 0 0 0 0.370917200867911 0.725352245598938 0 1 1 0 0 0 1 1 +A930015D03Rik 0.085915192692888 1.36572130390349 0.0094268686214436 0.9226532842026 0.943322040569145 0.492017118766785 22 2.63487012968019 0.612579053628728 1.59768585513386 1.07927773208001 3.72451215808872 1.54680939617797 0.741834401735823 0 7 1 3 2 5 2 2 0 +Zc3h7a -0.0668358500994503 5.69031492491042 0.00701387165125844 0.93325610843037 0.953308164475427 0.601890410917772 754 126.473766224649 10.4138439116884 52.7236332194173 7.55494412456006 110.245559879426 46.4042818853392 7.41834401735823 43.5211347359363 336 17 99 14 148 60 20 60 +Gm15713 0.0969082615946669 0.644365940186003 0.00606852125884316 0.937907031361341 0.957202077623694 0.875705851318187 7 0.376410018525741 0 1.59768585513386 0 0 1.54680939617797 0.370917200867911 0 1 0 3 0 0 2 1 0 +Mir101a 0.018746362146971 10.33617221496 0.00533099107497037 0.941795266334768 0.960311348425353 0.0629120871864917 19692 1149.17978655909 1264.36316668969 1605.67428440953 1180.72983889553 1087.55755016191 1068.07188806089 1844.94215711699 1129.37344639755 3053 2064 3015 2188 1460 1381 4974 1557 +E130102H24Rik 0.018463798356716 10.3369640511302 0.00517084902477905 0.942674633393959 0.960349782770096 0.0629202272317902 19702 1149.93260659614 1264.36316668969 1607.27197026466 1180.72983889553 1089.79225745676 1068.07188806089 1845.31307431786 1130.09879864315 3055 2064 3018 2188 1463 1381 4975 1558 +Mir17 0.0263848006913556 5.19330849849068 0.00482973041650681 0.944594608042067 0.961447321834075 0.122797096650431 534 36.1353617784711 38.5924803786099 27.1606595372756 41.0125538190403 40.969633738976 27.8425691312035 45.2518985058852 25.3873285959628 96 63 51 76 55 36 122 35 +Mir1940 0.0461015892261866 0.765417696099668 0.00275503654868459 0.958139504549962 0.974364683325763 0.0575915210817209 9 0.752820037051481 0.612579053628728 0.532561951711286 0.539638866040004 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 2 1 1 1 1 1 1 1 +Srsf9 0.0560106917056344 1.03618949071648 0.00198539953037802 0.964459762154467 0.979600223943461 1.24067995254517 14 0.376410018525741 0 3.727933661979 0 1.48980486323549 0 0.370917200867911 2.17605673679681 1 0 7 0 2 0 1 3 +1500017E21Rik 0.0442484285848218 1.30258841717713 0.00181010024428474 0.9660640218644 0.979600223943461 0.889719238393267 20 1.50564007410296 0 3.727933661979 0.539638866040004 0.744902431617745 2.32021409426696 0 2.90140898239575 4 0 7 1 1 3 0 4 +Dio3os -0.0496676415204205 0.773498972596457 0.00166750508360192 0.967427359942802 0.979600223943461 0.367416862910443 9 0.376410018525741 0 1.06512390342257 1.07927773208001 0.744902431617745 1.54680939617797 0 0.725352245598938 1 0 2 2 1 2 0 1 +6330549D23Rik 0.0365504895755011 0.766481265149971 0.001655051458886 0.967549153599363 0.979600223943461 0.14479535661279 9 0.752820037051481 1.22515810725746 0 0.539638866040004 0.744902431617745 0.773404698088987 0.370917200867911 0.725352245598938 2 2 0 1 1 1 1 1 +Gm16291 -0.0497984136905252 1.04049827004916 0.0016518446929279 0.967580589293848 0.979600223943461 0.760533853439002 14 0.752820037051481 0.612579053628728 2.66280975855643 0 2.23470729485323 1.54680939617797 0 0.725352245598938 2 1 5 0 3 2 0 1 +Gm4890 -0.0259416163379982 0.436081268353407 0.00151936527292662 0.968907102497693 0.98007358506194 0.663367644323529 4 0 0 1.06512390342257 0 0 0 0.741834401735823 0 0 0 2 0 0 0 2 0 +5430402O13Rik -0.0215659699048923 0.436296133284018 0.00131072481225036 0.97111974944258 0.980573127534499 0.663360848615298 4 0 0 0 1.07927773208001 0 0 0.741834401735823 0 0 0 0 2 0 0 2 0 +Gm6297 -0.0215659699048923 0.436296133284018 0.00131072481225036 0.97111974944258 0.980573127534499 0.663360848615298 4 0 0 0 1.07927773208001 0 0 0.741834401735823 0 0 0 0 2 0 0 2 0 +G730013B05Rik -0.0385365765720758 1.01651726367811 0.000926357528096666 0.975719236926612 0.983633409858321 0.703663961483588 14 2.25846011115444 0 1.06512390342257 0 1.48980486323549 1.54680939617797 0.741834401735823 0 6 0 2 0 2 2 2 0 +Fut8 -0.0301535765572007 0.983272857012977 0.000914530318683049 0.975874688834022 0.983633409858321 0.461988777734701 13 0.376410018525741 0.612579053628728 2.66280975855643 0 0.744902431617745 1.54680939617797 0.741834401735823 0.725352245598938 1 1 5 0 1 2 2 1 +Mir451 0.00783986907363816 10.6424503554937 0.000668429571945239 0.979373786503057 0.986289047131498 0.0880041429724181 23834 1259.46792198713 1282.12795924493 1240.8693474873 2624.26380555254 1712.5306902892 1143.86554847361 1957.70098618084 1556.60591905532 3346 2093 2330 4863 2299 1479 5278 2146 +Mir3103 -0.00110923167299781 0.437273490728585 0.000542752971082194 0.98141331743335 0.987471424331087 0.663329937374331 4 0 0.612579053628728 0 0.539638866040004 0 0 0.741834401735823 0 0 1 0 1 0 0 2 0 +Mir877 0.0169238059397644 2.07117778204749 0.000493226399528979 0.982281476919532 0.987474154330561 0.411290532452574 45 2.25846011115444 4.2880533754011 0.532561951711286 5.93602752644005 2.23470729485323 3.09361879235595 1.85458600433956 5.8028179647915 6 7 1 11 3 4 5 8 +Mirlet7a-2 0.00692268187138235 3.52904314853656 0.00022929237906455 0.987918571855857 0.99163860902885 0.145210168896343 158 13.1743506484009 10.4138439116884 7.98842927566929 9.71349958872008 8.93882917941294 9.28085637706784 13.7239364321127 8.70422694718725 35 17 15 18 12 12 37 12 +Adarb1 -0.0208372088988089 1.01574105327976 0.00022013643217722 0.988162224772833 0.99163860902885 0.682420434692619 14 2.25846011115444 0 1.06512390342257 0 1.48980486323549 0 0.741834401735823 1.45070449119788 6 0 2 0 2 0 2 2 +Zfp821 0.0194908209614398 0.438251386312134 0.000105717134499805 0.991796388203091 0.994410965676386 0.663299009834258 4 0 1.22515810725746 0 0 0 0 0.741834401735823 0 0 2 0 0 0 0 2 0 +Snord7 -0.00363412912959558 0.808396104681926 2.65748040924052e-05 0.995886863013664 0.997635566899553 1.23423123101011 10 2.25846011115444 0 0 0 0.744902431617745 0 0.370917200867911 1.45070449119788 6 0 0 0 1 0 1 2 +D330022K07Rik 8.83246306189435e-05 2.3059219632559 9.35431281767762e-07 0.999228304552315 0.999852121805908 0.587915295555411 56 4.89333024083463 0.612579053628728 9.05355317909186 1.07927773208001 4.46941458970647 7.73404698088987 1.11275160260373 2.90140898239575 13 1 17 2 6 10 3 4 +AA465934 -0.00551213095838972 1.05434721413031 3.43501120880774e-08 0.999852121805908 0.999852121805908 1.5006402731101 15 3.38769016673167 0 0 0 0.744902431617745 0 0.741834401735823 2.17605673679681 9 0 0 0 1 0 2 3 diff -r 34eedc5fe099 -r 1e20061decdd test-data/gentestdata.sh --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/gentestdata.sh Wed Apr 29 12:07:19 2015 -0400 @@ -0,0 +1,9 @@ +#!/bin/bash +# generate test data for rgGSEA +# ross lazarus June 2013 +# adjust gseajar_path ! +GSEAJAR_PATH=/home/rlazarus/galaxy-central/tool_dependency_dir/gsea_jar/2.0.12/fubar/rg_gsea_test/8e291f464aa0/jars/gsea2-2.0.12.jar +python ../rgGSEA.py --input_tab "gsea_test_DGE.xls" --adjpvalcol "5" --signcol "2" --idcol "1" --outhtml "gseatestout.html" --input_name "gsea_test" --setMax "500" --setMin "15" --nPerm "10" --plotTop "20" --gsea_jar "$GSEAJAR_PATH" --output_dir "gseatestout" --mode "Max_probe" +--title "GSEA test" --builtin_gmt "gseatestdata.gmt" + + diff -r 34eedc5fe099 -r 1e20061decdd test-data/test_bams2mx.xls --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/test_bams2mx.xls Wed Apr 29 12:07:19 2015 -0400 @@ -0,0 +1,3243 @@ +Contigname 11706Liv_CAAAAG_L003_R1_001_trimmed.fastq_bwa.sam.bam 11706He_AGTTCC_L001_R1_001_trimmed.fastq_bwa.sam.bam 11699He_GGCTAC_L001_R1_001_trimmed.fastq_bwa.sam.bam 11698He_TAGCTT_L001_R1_001_trimmed.fastq_bwa.sam.bam 11700Liv_ATTCCT_L003_R1_001_trimmed.fastq_bwa.sam.bam 11698Liv_ACTGAT_L003_R1_001_trimmed.fastq_bwa.sam.bam 11699Liv_ATGAGC_L003_R1_001_trimmed.fastq_bwa.sam.bam 11700He_CTTGTA_L001_R1_001_trimmed.fastq_bwa.sam.bam +0610005C13Rik 40 0 2 0 6 70 6 2 +0610007N19Rik 10 17 11 42 2 6 6 10 +0610008F07Rik 16 0 0 0 8 5 4 1 +0610009B14Rik 0 0 0 1 0 0 0 0 +0610009L18Rik 3 2 2 11 0 1 1 1 +0610012G03Rik 6 0 0 0 4 5 2 0 +0610031O16Rik 33 0 0 0 10 25 10 0 +0610038B21Rik 0 0 0 2 0 0 0 0 +0610038L08Rik 0 0 0 0 0 3 0 0 +0610039K10Rik 9 0 0 1 3 1 4 3 +0610040B10Rik 0 0 0 0 0 0 2 0 +0610040F04Rik 2 1 0 1 2 5 2 0 +0610043K17Rik 9 2 0 4 4 12 0 1 +1110002L01Rik 3 1 0 0 0 0 0 0 +1110006O24Rik 0 0 0 1 0 0 0 0 +1110015O18Rik 0 0 0 0 0 0 0 0 +1110017D15Rik 0 0 0 0 0 2 0 0 +1110019D14Rik 1 1 1 0 0 0 2 0 +1110020A21Rik 2 0 0 2 0 2 6 0 +1110028F11Rik 0 0 0 0 0 0 0 0 +1110028F18Rik 0 0 0 0 0 0 0 0 +1110035M17Rik 0 0 0 0 0 0 0 1 +1110036E04Rik 0 0 0 0 0 0 0 0 +1110038B12Rik 9406 1346 1212 1600 7604 6486 8084 1328 +1110046J04Rik 0 0 0 0 0 0 0 1 +1110054M08Rik 6 1 0 1 0 6 1 1 +1190002F15Rik 0 0 0 0 0 4 0 0 +1300002E11Rik 10 1 0 0 0 17 0 0 +1300015D01Rik 0 0 0 0 1 2 0 0 +1500002O10Rik 0 0 0 0 0 0 0 0 +1500004A13Rik 0 0 0 0 0 0 0 0 +1500009C09Rik 0 0 0 0 0 0 0 0 +1500011B03Rik 0 0 0 0 1 0 0 0 +1500011K16Rik 0 0 0 1 0 4 2 0 +1500012K07Rik 0 0 0 0 0 0 0 0 +1500015A07Rik 0 0 0 0 0 0 0 0 +1500015L24Rik 2 0 0 0 0 2 0 0 +1500016L03Rik 0 0 0 0 0 0 0 0 +1500017E21Rik 4 1 3 0 0 7 1 4 +1600002D24Rik 0 0 1 2 0 2 0 2 +1600010M07Rik 0 0 0 0 0 0 0 0 +1600019K03Rik 0 0 0 0 0 0 0 0 +1600020E01Rik 2 0 0 0 0 0 0 2 +1600023N17Rik 0 0 0 0 0 0 1 0 +1600025M17Rik 0 0 0 0 0 0 0 0 +1600029I14Rik 1 0 0 0 0 0 0 0 +1600029O15Rik 0 0 0 0 0 0 0 0 +1700001D01Rik 0 0 0 0 0 0 0 1 +1700001G11Rik 0 0 0 0 0 0 0 0 +1700001G17Rik 1 0 0 0 0 0 0 1 +1700001J11Rik 0 0 0 0 0 0 0 0 +1700001K23Rik 0 0 0 0 0 0 0 0 +1700001L05Rik 6 0 0 0 0 6 4 0 +1700001O22Rik 0 0 0 0 0 0 0 0 +1700003C15Rik 0 0 0 0 0 0 0 0 +1700003D09Rik 1 0 0 0 0 1 0 0 +1700003F17Rik 1 2 1 4 0 2 0 6 +1700003G13Rik 0 0 0 0 0 0 0 0 +1700003G18Rik 2 0 0 1 0 0 0 0 +1700003H04Rik 0 0 0 0 0 0 0 0 +1700003L19Rik 0 5 4 12 0 0 0 2 +1700003M07Rik 0 0 0 0 0 0 0 0 +1700003P14Rik 0 0 0 0 0 0 0 0 +1700006F04Rik 0 0 0 0 0 0 0 0 +1700006H21Rik 0 0 0 0 0 0 0 0 +1700007F19Rik 0 0 0 0 0 0 0 0 +1700007J10Rik 0 0 0 2 1 3 0 1 +1700007L15Rik 0 0 0 0 0 0 1 0 +1700007P06Rik 0 0 0 0 0 0 0 0 +1700008J07Rik 4 0 0 0 1 0 3 1 +1700008K24Rik 0 0 0 0 0 0 0 0 +1700009C05Rik 0 0 0 1 0 0 0 0 +1700009J07Rik 0 0 0 0 0 0 0 0 +1700010I02Rik 0 0 0 0 0 0 0 0 +1700010J16Rik 0 0 0 0 0 0 0 0 +1700010K23Rik 0 0 0 0 0 0 0 0 +1700011B04Rik 0 0 0 0 0 0 0 0 +1700011J10Rik 1 2 0 2 9 0 7 1 +1700011M02Rik 0 0 0 0 0 0 0 0 +1700012B15Rik 7 0 0 0 2 8 1 1 +1700012D01Rik 1 1 1 0 1 2 1 0 +1700012D14Rik 5 0 0 5 2 2 0 1 +1700012I11Rik 0 2 0 0 0 0 0 0 +1700013G23Rik 0 0 0 0 0 0 0 0 +1700016G22Rik 0 0 0 0 0 0 0 0 +1700016L04Rik 0 0 0 0 0 0 0 0 +1700016L21Rik 0 0 0 0 0 0 0 0 +1700016P04Rik 0 0 0 0 0 0 0 0 +1700017G19Rik 0 0 0 0 0 0 0 0 +1700017J07Rik 0 0 0 0 0 0 0 0 +1700018A04Rik 0 0 0 0 2 1 0 0 +1700018B24Rik 0 0 0 0 0 0 0 0 +1700018G05Rik 0 0 0 0 0 0 0 0 +1700018L02Rik 8 1 0 0 4 6 0 1 +1700019B21Rik 0 0 0 0 0 0 0 0 +1700019E08Rik 0 0 0 0 0 0 0 0 +1700019G24Rik 0 0 0 0 0 0 0 0 +1700020G17Rik 0 1 1 1 0 0 0 0 +1700020I14Rik 6 4 0 6 0 12 2 2 +1700020M21Rik 0 0 0 0 0 0 0 0 +1700020N01Rik 0 0 0 0 0 0 0 0 +1700020N18Rik 0 0 0 0 0 0 0 0 +1700021N21Rik 0 0 0 0 0 0 0 0 +1700022A21Rik 0 0 0 0 0 0 0 0 +1700022A22Rik 0 0 0 0 0 0 0 0 +1700022E09Rik 0 0 0 0 0 0 0 0 +1700022H16Rik 0 0 0 0 0 0 0 0 +1700023C21Rik 0 0 0 0 0 0 0 0 +1700023F02Rik 0 0 0 0 0 0 0 0 +1700023L04Rik 0 0 0 0 0 0 0 0 +1700024B18Rik 0 0 0 0 0 0 0 0 +1700024F13Rik 0 0 0 0 0 0 0 0 +1700024P03Rik 0 0 0 0 0 0 1 0 +1700025B11Rik 0 0 0 0 0 0 0 0 +1700025C18Rik 0 0 0 0 0 0 0 0 +1700025F24Rik 0 0 0 0 0 0 0 0 +1700025K24Rik 0 0 0 0 0 0 0 0 +1700025M24Rik 0 0 0 0 0 0 0 0 +1700025N23Rik 0 0 0 0 0 0 0 0 +1700026D11Rik 0 0 0 0 0 0 0 1 +1700026F02Rik 0 0 0 0 0 0 0 0 +1700027A15Rik 0 0 0 0 0 0 0 0 +1700027F09Rik 0 0 0 0 0 0 0 0 +1700027H10Rik 0 0 0 0 0 0 0 0 +1700027I24Rik 0 0 0 0 0 0 0 0 +1700027J07Rik 1 0 1 0 0 0 0 0 +1700028B04Rik 0 0 0 0 0 0 0 0 +1700028D13Rik 0 0 0 0 0 0 0 0 +1700028E10Rik 3 0 0 2 3 1 2 0 +1700028I16Rik 0 0 0 0 0 0 0 0 +1700028J19Rik 0 0 0 0 0 0 0 0 +1700028M03Rik 0 0 0 0 0 0 0 0 +1700028P15Rik 0 0 0 0 0 0 0 0 +1700029B22Rik 0 0 0 0 0 0 0 0 +1700029J03Rik 0 0 0 0 0 0 0 0 +1700029M20Rik 0 0 0 0 0 0 0 0 +1700029N11Rik 0 0 0 0 0 0 0 0 +1700030A11Rik 0 0 0 0 0 0 0 0 +1700030C10Rik 0 0 0 0 0 0 0 0 +1700030F04Rik 0 0 0 0 0 0 0 0 +1700030L20Rik 0 0 0 0 0 0 0 0 +1700030M09Rik 0 0 0 0 0 0 0 0 +1700030N03Rik 0 0 0 0 0 0 0 0 +1700030O20Rik 0 0 0 0 0 0 0 0 +1700031A10Rik 0 0 0 0 0 0 0 0 +1700031M16Rik 0 0 0 0 0 0 0 0 +1700031P21Rik 0 0 0 0 0 0 0 0 +1700034G24Rik 0 0 0 0 0 0 0 0 +1700034H15Rik 1 0 2 0 3 1 0 0 +1700034I23Rik 0 0 0 0 0 0 0 0 +1700034K08Rik 0 0 0 0 0 0 0 0 +1700034P13Rik 1 0 0 0 0 2 1 0 +1700036G14Rik 0 0 0 0 0 0 0 0 +1700039E22Rik 0 0 0 0 0 0 0 0 +1700040N02Rik 0 0 0 0 0 0 0 1 +1700041C23Rik 0 0 0 0 0 0 0 0 +1700041M19Rik 0 0 0 0 0 0 0 0 +1700042G15Rik 0 0 0 0 0 0 0 0 +1700042O10Rik 4 0 0 0 1 1 0 0 +1700044C05Rik 0 0 0 0 0 0 0 0 +1700044K03Rik 0 0 0 0 0 0 0 0 +1700045H11Rik 4 0 1 0 2 3 5 0 +1700046C09Rik 0 0 0 0 0 0 0 0 +1700047E10Rik 0 0 0 0 0 0 0 0 +1700047G03Rik 0 0 0 0 0 0 0 0 +1700047L14Rik 0 0 0 0 0 0 0 0 +1700047M11Rik 0 0 0 0 0 0 0 0 +1700048M11Rik 0 1 0 0 0 0 0 0 +1700048O20Rik 0 0 0 0 0 0 0 0 +1700049E15Rik 0 0 0 0 0 0 0 0 +1700049E22Rik 0 0 0 0 0 0 0 0 +1700049L16Rik 0 0 0 0 0 0 0 0 +1700051A21Rik 0 0 0 0 0 0 0 0 +1700052I22Rik 0 0 0 0 0 0 0 0 +1700052K11Rik 1 2 0 2 0 2 1 1 +1700054A03Rik 0 0 0 1 0 0 0 1 +1700054K19Rik 0 0 0 0 0 0 0 0 +1700054M17Rik 0 0 0 0 0 0 0 0 +1700055C04Rik 0 0 0 0 0 0 0 0 +1700057H15Rik 0 0 0 0 0 0 0 0 +1700058G18Rik 0 0 0 0 0 0 0 0 +1700060C16Rik 0 0 1 0 0 2 0 0 +1700060C20Rik 0 0 0 0 0 0 0 0 +1700061F12Rik 0 0 0 0 0 0 0 0 +1700061I17Rik 1 0 0 3 0 0 0 1 +1700063A18Rik 0 0 0 0 0 0 0 0 +1700063D05Rik 0 0 0 0 0 0 0 0 +1700063O14Rik 0 0 0 0 0 0 0 0 +1700064J06Rik 0 0 0 0 0 0 0 0 +1700064M15Rik 0 0 0 0 0 0 0 0 +1700065D16Rik 0 0 0 0 0 0 0 0 +1700065I16Rik 0 0 0 0 0 0 0 0 +1700065J11Rik 0 0 0 0 0 0 0 0 +1700065J18Rik 0 0 0 0 0 0 0 0 +1700065O20Rik 0 0 1 0 0 0 0 0 +1700066B17Rik 0 0 0 0 0 0 0 0 +1700066J24Rik 0 0 0 0 0 0 0 0 +1700066N21Rik 0 0 1 0 0 0 0 0 +1700066O22Rik 0 0 0 0 0 0 0 0 +1700067G17Rik 1 0 0 0 0 0 0 0 +1700069L16Rik 0 0 1 0 0 0 0 0 +1700069P05Rik 0 0 0 0 0 0 0 0 +1700071M16Rik 0 0 0 0 0 0 0 0 +1700072B07Rik 0 0 0 0 0 0 0 0 +1700072O05Rik 0 0 0 0 0 0 0 0 +1700073E17Rik 0 0 0 0 0 0 0 0 +1700074H08Rik 0 0 0 0 0 0 0 0 +1700080N15Rik 0 0 0 0 0 0 0 0 +1700081H04Rik 0 0 0 0 0 0 0 0 +1700081H22Rik 0 0 0 0 0 0 0 0 +1700084E18Rik 0 1 0 0 0 0 0 0 +1700084F23Rik 0 0 0 0 0 0 0 0 +1700084J12Rik 0 0 0 0 0 0 0 0 +1700085B03Rik 0 0 0 0 0 0 0 0 +1700085C21Rik 0 0 0 0 0 0 0 0 +1700086L19Rik 0 0 0 0 0 0 0 0 +1700086O06Rik 8 1 3 7 2 1 4 0 +1700091E21Rik 0 0 0 0 0 0 1 2 +1700091H14Rik 0 0 0 0 0 0 0 0 +1700092C02Rik 0 0 0 0 0 0 0 0 +1700092C10Rik 1 0 0 0 0 0 0 0 +1700092E19Rik 0 0 0 0 0 0 0 0 +1700092K14Rik 0 0 0 0 0 0 0 0 +1700094J05Rik 0 0 0 0 0 1 0 0 +1700094M24Rik 0 0 0 0 0 0 0 0 +1700095A21Rik 0 0 0 0 0 0 0 0 +1700095B10Rik 0 0 0 0 0 0 2 0 +1700095B22Rik 0 1 0 0 0 0 0 0 +1700096J18Rik 0 0 0 0 0 0 0 0 +1700096K18Rik 2 0 0 0 0 0 0 0 +1700097N02Rik 0 0 0 0 0 0 0 0 +1700100L14Rik 0 0 0 0 0 0 0 0 +1700101I11Rik 0 0 0 0 1 2 0 0 +1700101O22Rik 0 0 0 0 0 0 0 0 +1700102H20Rik 0 0 0 4 0 0 0 0 +1700104A03Rik 0 0 0 0 0 0 0 0 +1700105P06Rik 0 1 0 0 0 0 0 0 +1700108F19Rik 0 0 0 0 0 0 0 0 +1700108J01Rik 0 0 0 0 0 0 0 0 +1700109F18Rik 0 0 0 0 0 0 0 0 +1700109G14Rik 0 0 0 0 0 0 0 0 +1700109G15Rik 0 0 0 0 0 0 0 0 +1700109I08Rik 0 0 0 0 0 0 0 0 +1700110C19Rik 0 0 0 0 0 0 0 0 +1700110I01Rik 0 0 0 0 0 0 0 0 +1700110K17Rik 0 0 0 0 0 0 0 0 +1700111N16Rik 0 0 0 0 0 0 0 0 +1700112H15Rik 0 0 0 0 0 0 0 0 +1700112J05Rik 0 0 0 0 0 0 0 0 +1700113A16Rik 2 1 0 1 1 2 3 1 +1700119H24Rik 0 0 0 0 0 2 0 0 +1700120C14Rik 2 0 0 0 0 0 0 0 +1700120E14Rik 2 1 0 0 0 0 0 0 +1700120G07Rik 0 0 0 0 0 0 0 0 +1700120K04Rik 0 1 0 0 0 0 0 0 +1700121L16Rik 0 0 0 0 0 0 0 0 +1700121N20Rik 0 0 0 0 0 0 0 0 +1700123L14Rik 0 0 0 0 0 0 0 0 +1700123M08Rik 0 6 3 3 0 1 0 1 +1700123O12Rik 0 0 0 1 0 0 0 0 +1700123O21Rik 0 0 0 0 0 0 0 0 +1700125G02Rik 0 0 0 0 0 0 0 0 +1700125G22Rik 0 0 0 0 1 0 0 0 +1700125H03Rik 0 0 0 1 0 0 2 0 +1700126H18Rik 0 0 0 0 1 0 0 2 +1700128A07Rik 0 0 0 0 0 0 0 0 +1700128F08Rik 0 0 0 0 0 0 0 0 +1810006J02Rik 0 0 0 0 0 0 0 0 +1810007C17Rik 0 0 0 0 0 0 0 0 +1810007D17Rik 0 0 1 0 0 0 0 0 +1810007I06Rik 0 0 0 0 0 0 0 0 +1810008I18Rik 8 0 0 0 0 16 1 0 +1810010D01Rik 0 1 0 0 0 0 0 0 +1810012K16Rik 0 0 1 1 0 0 1 0 +1810013A23Rik 0 0 0 0 0 0 0 0 +1810014B01Rik 1 0 0 0 1 4 0 0 +1810018F18Rik 0 0 0 0 0 0 0 0 +1810019D21Rik 42 0 0 0 36 30 9 0 +1810020O05Rik 0 0 0 0 0 0 0 0 +1810021B22Rik 0 0 0 0 0 2 0 0 +1810026B05Rik 8 0 0 0 1 5 1 0 +1810032O08Rik 228 30 39 93 168 111 102 30 +1810034E14Rik 11 9 2 15 10 4 8 5 +1810035I16Rik 0 0 0 0 0 0 0 0 +1810044D09Rik 1 0 0 0 0 1 0 0 +1810053B23Rik 0 0 0 0 0 0 0 0 +1810058I24Rik 10 0 2 2 2 28 6 0 +1810062O18Rik 1 1 0 0 2 3 0 0 +1810064F22Rik 8 0 0 0 2 4 0 0 +2010001M06Rik 0 0 0 0 0 0 0 0 +2010003O02Rik 3 0 0 3 2 6 3 0 +2010009K17Rik 7 2 1 0 0 8 3 0 +2010010A06Rik 0 0 0 0 0 0 0 0 +2010016I18Rik 0 0 0 0 0 0 0 0 +2010106C02Rik 0 0 0 0 0 0 0 0 +2010204K13Rik 0 0 0 0 0 0 0 0 +2010308F09Rik 0 1 2 2 0 0 1 1 +2010310C07Rik 5 1 0 0 1 1 1 0 +2010320M18Rik 1 0 0 3 2 1 1 2 +2210015D19Rik 0 1 0 0 0 4 0 0 +2210019I11Rik 0 0 0 0 0 0 0 0 +2210039B01Rik 0 0 0 0 0 0 0 0 +2210408F21Rik 6 6 18 18 42 66 54 24 +2210409D07Rik 0 0 1 0 0 0 0 0 +2210409E12Rik 0 0 0 0 0 0 0 0 +2210414B05Rik 0 0 0 0 0 0 0 0 +2210416O15Rik 0 0 0 1 1 0 0 0 +2210417A02Rik 0 0 0 0 0 2 0 0 +2210417K05Rik 0 0 0 0 0 0 0 0 +2210420H20Rik 0 0 0 0 0 0 0 0 +2310001H17Rik 13 0 0 0 9 14 15 3 +2310001K24Rik 0 0 0 1 1 1 0 1 +2310002D06Rik 0 0 0 0 0 0 0 0 +2310002F09Rik 0 0 0 0 0 0 0 0 +2310005A03Rik 0 0 0 0 0 0 0 0 +2310005E17Rik 0 0 0 0 0 0 0 0 +2310008N11Rik 0 0 0 0 0 0 0 0 +2310009A05Rik 1 0 0 0 0 0 0 0 +2310010J17Rik 5 2 0 3 0 0 0 0 +2310014F07Rik 0 0 2 1 0 0 0 0 +2310015A10Rik 5 0 0 0 0 2 1 0 +2310015B20Rik 0 0 0 0 0 0 0 0 +2310015D24Rik 0 0 0 0 0 1 0 0 +2310016D03Rik 0 0 1 1 0 0 0 0 +2310020H05Rik 0 0 0 0 0 0 0 0 +2310030A07Rik 0 0 0 0 0 0 0 0 +2310034G01Rik 0 0 0 0 0 0 0 0 +2310034O05Rik 0 0 0 0 0 0 0 0 +2310039L15Rik 1 0 0 0 0 0 0 0 +2310040G24Rik 4 0 0 2 0 0 2 0 +2310043L19Rik 0 0 0 0 0 0 0 0 +2310043O21Rik 2 0 1 0 0 0 0 0 +2310044G17Rik 6 0 2 0 3 7 2 1 +2310050B05Rik 0 1 0 4 0 0 2 3 +2310061J03Rik 2 0 0 0 1 0 0 0 +2310065F04Rik 0 0 0 0 0 0 0 0 +2310068J16Rik 0 0 0 0 0 0 0 0 +2310069B03Rik 0 0 0 0 0 0 0 0 +2310069G16Rik 0 0 0 0 0 0 0 0 +2310081J21Rik 0 0 0 0 0 0 0 0 +2410003L11Rik 0 0 0 0 0 0 0 0 +2410004I01Rik 0 0 0 0 0 0 0 0 +2410004N09Rik 22 0 0 2 0 26 0 0 +2410006H16Rik 656 221 199 482 413 264 454 238 +2410007B07Rik 0 0 0 0 0 0 0 0 +2410012E07Rik 0 0 0 0 0 0 0 0 +2410017I17Rik 1 0 0 0 0 0 0 0 +2410018L13Rik 0 0 0 0 0 0 0 0 +2410021H03Rik 0 0 0 0 0 0 0 0 +2410057H14Rik 0 0 0 0 0 0 0 0 +2410088K16Rik 0 0 0 0 0 0 0 0 +2410114N07Rik 0 0 0 0 0 0 0 0 +2410133F24Rik 1 0 1 0 0 0 0 0 +2410137F16Rik 1 0 0 2 0 1 1 0 +2500004C02Rik 0 0 0 0 0 0 0 0 +2510003D18Rik 0 0 0 0 0 0 0 0 +2600006L11Rik 0 0 0 0 0 0 2 0 +2610001J05Rik 0 1 1 1 1 2 0 1 +2610002J02Rik 1 0 0 2 1 1 0 1 +2610005L07Rik 0 0 0 0 0 0 0 0 +2610016A17Rik 0 0 0 0 0 0 0 0 +2610017I09Rik 0 0 0 0 0 0 0 0 +2610019E17Rik 248 45 22 86 196 98 155 42 +2610020C07Rik 7 2 0 0 0 9 1 0 +2610027K06Rik 1 0 2 1 0 6 1 0 +2610028E06Rik 0 0 0 0 0 0 0 0 +2610035D17Rik 1 0 1 0 0 1 0 1 +2610035F20Rik 1 0 0 0 0 2 0 0 +2610037D02Rik 0 1 0 0 0 0 0 1 +2610100L16Rik 0 0 0 0 0 0 0 0 +2610203C20Rik 30 132 92 190 18 6 23 119 +2610203C22Rik 6 1 1 0 0 7 0 0 +2610204G22Rik 2 0 0 0 0 0 0 0 +2610206C17Rik 1 0 0 0 0 1 1 0 +2610306M01Rik 2 0 0 0 0 0 0 0 +2610307P16Rik 0 0 2 0 0 0 2 2 +2610316D01Rik 0 0 0 0 0 0 0 0 +2610507I01Rik 0 0 0 0 0 0 0 0 +2700038G22Rik 90 108 100 322 58 68 58 68 +2700046A07Rik 0 0 0 0 0 0 0 0 +2700046G09Rik 0 0 1 0 0 0 0 0 +2700054A10Rik 0 0 0 0 0 0 0 0 +2700069I18Rik 1 0 0 0 0 2 2 0 +2700070H01Rik 0 0 0 0 0 0 0 0 +2700081L22Rik 0 0 0 0 0 0 0 0 +2700086A05Rik 0 0 0 0 0 0 0 0 +2700089E24Rik 27 1 1 0 0 36 2 3 +2700089I24Rik 0 0 1 0 0 0 0 0 +2700097O09Rik 0 0 0 0 0 2 0 0 +2700099C18Rik 0 0 0 0 0 0 0 0 +2810001G20Rik 2 0 0 2 0 0 0 0 +2810002D19Rik 0 0 0 0 0 0 0 0 +2810008D09Rik 58 9 4 13 4 31 7 11 +2810011L19Rik 0 0 0 0 0 0 0 0 +2810013P06Rik 4 0 0 2 4 2 1 0 +2810025M15Rik 0 1 0 0 0 0 0 0 +2810029C07Rik 0 1 0 0 0 0 0 0 +2810032G03Rik 0 0 0 0 0 0 0 0 +2810047C21Rik1 0 0 0 0 0 0 0 0 +2810049E08Rik 0 0 0 0 0 0 0 0 +2810055G20Rik 4 3 3 3 0 2 2 2 +2810403D21Rik 0 0 0 0 0 0 0 0 +2810404M03Rik 0 0 0 0 0 0 0 0 +2810405F15Rik 0 0 0 0 0 0 0 0 +2810408I11Rik 0 0 0 0 0 1 1 0 +2810410L24Rik 0 2 0 0 0 0 1 0 +2810429I04Rik 0 0 0 0 0 0 0 0 +2810433D01Rik 0 0 0 0 0 0 0 0 +2810442I21Rik 0 0 0 0 0 1 0 0 +2810442N19Rik 0 1 0 0 0 0 0 0 +2810454H06Rik 1 2 2 5 0 1 6 1 +2810468N07Rik 0 0 0 0 0 0 0 0 +2810471M01Rik 0 0 0 0 0 0 0 0 +2900002K06Rik 1 0 0 0 0 1 0 0 +2900005J15Rik 1 0 1 0 0 0 0 0 +2900008C10Rik 0 1 2 2 2 0 1 0 +2900009J06Rik 7 0 0 0 0 3 0 0 +2900041M22Rik 0 0 0 0 0 0 0 0 +2900052N01Rik 0 0 0 0 0 0 0 0 +2900055J20Rik 0 0 0 1 0 0 0 0 +2900056M20Rik 0 2 2 4 0 0 2 0 +2900057B20Rik 0 0 0 0 0 1 0 0 +2900060B14Rik 27 18 14 57 21 6 11 31 +2900076A07Rik 301 116 77 417 183 246 226 97 +2900079G21Rik 0 0 0 0 0 0 0 0 +2900092D14Rik 0 0 0 0 0 0 0 0 +2900093L17Rik 0 0 0 0 0 0 0 0 +2900097C17Rik 0 0 0 0 0 0 0 0 +3000002C10Rik 0 0 0 0 0 0 0 0 +3010001F23Rik 0 0 0 2 0 0 0 0 +3010033K07Rik 0 0 0 0 0 0 0 0 +3100003L05Rik 0 0 0 0 0 0 0 0 +3110009F21Rik 0 0 0 0 0 0 0 0 +3110015C05Rik 0 0 0 0 0 0 0 0 +3110021A11Rik 0 0 0 1 0 0 1 0 +3110039I08Rik 0 0 2 0 0 0 0 3 +3110039M20Rik 0 0 0 0 0 0 0 0 +3110045C21Rik 10 0 0 3 3 2 2 1 +3110056K07Rik 1 0 1 2 1 4 0 0 +3110070M22Rik 0 0 0 0 1 0 0 0 +3110099E03Rik 0 0 0 0 0 0 0 0 +3200001D21Rik 0 0 0 0 0 0 0 0 +3300005D01Rik 0 0 0 0 0 0 0 0 +3632454L22Rik 0 0 0 0 0 0 0 0 +3830408C21Rik 0 0 0 1 0 0 0 0 +3930402G23Rik 0 0 0 0 0 0 0 0 +4632415L05Rik 0 0 0 0 0 0 0 0 +4632427E13Rik 2 0 0 0 0 1 0 0 +4632428C04Rik 0 0 0 1 0 0 0 0 +4732416N19Rik 1 0 3 3 1 2 1 0 +4732471J01Rik 25 4 0 3 10 14 18 4 +4732490B19Rik 0 0 0 0 0 0 0 0 +4732491K20Rik 0 0 0 0 0 0 0 0 +4831440E17Rik 0 0 0 0 0 3 0 0 +4833411C07Rik 2 0 0 0 0 1 0 0 +4833412C05Rik 0 0 0 0 0 0 0 0 +4833417C18Rik 2 0 0 1 1 1 4 0 +4833418N02Rik 34 9 3 14 28 51 25 6 +4833419F23Rik 0 2 0 1 0 0 0 0 +4833422C13Rik 9 2 1 1 6 15 0 0 +4833427F10Rik 0 0 0 0 0 0 0 0 +4833428L15Rik 0 0 0 0 0 0 1 0 +4921504A21Rik 0 0 0 0 0 0 0 0 +4921507L20Rik 1 0 0 0 0 0 0 0 +4921508A21Rik 0 0 0 0 0 0 0 0 +4921508D12Rik 0 0 0 0 0 0 0 0 +4921509O07Rik 0 0 1 0 0 0 0 0 +4921511C10Rik 0 0 1 1 0 3 2 0 +4921511C20Rik 0 0 0 0 0 0 0 0 +4921511I17Rik 0 0 1 0 0 0 0 0 +4921513I03Rik 0 0 2 0 2 0 0 2 +4921515E04Rik 1 0 1 0 0 0 0 0 +4921524J17Rik 0 0 0 0 0 2 0 0 +4921525B02Rik 0 0 0 0 0 0 0 0 +4921525O09Rik 0 0 0 0 0 0 0 0 +4921530L18Rik 0 1 1 1 0 0 0 0 +4921531C22Rik 0 0 1 1 2 0 1 0 +4921531P14Rik 0 0 0 0 0 0 0 0 +4921533I20Rik 0 0 0 0 0 0 0 0 +4922502H24Rik 0 0 0 0 0 0 0 0 +4922502N22Rik 0 0 0 0 0 0 0 0 +4930401C15Rik 0 0 0 0 0 0 0 0 +4930401O10Rik 0 0 0 0 0 0 0 0 +4930401O12Rik 0 0 0 0 0 0 0 0 +4930402F11Rik 0 0 0 0 0 0 0 0 +4930404A05Rik 0 0 0 0 0 0 0 0 +4930404H11Rik 0 0 0 0 0 0 0 0 +4930404I05Rik 0 0 0 0 0 2 0 0 +4930405A10Rik 0 0 0 0 0 0 0 0 +4930405A21Rik 0 0 0 0 0 0 0 0 +4930405D11Rik 0 0 0 0 0 0 0 0 +4930405J17Rik 0 0 0 0 0 0 0 0 +4930405P13Rik 3 0 0 0 0 7 0 0 +4930406D18Rik 0 0 0 0 0 0 0 0 +4930412B13Rik 0 1 0 0 0 0 0 0 +4930412C18Rik 0 1 1 0 0 0 0 2 +4930412O13Rik 0 0 0 0 0 0 0 0 +4930413E15Rik 0 0 0 0 0 0 0 0 +4930413F20Rik 0 0 0 0 0 0 0 0 +4930413G21Rik 2 1 0 1 6 2 0 0 +4930413M19Rik 0 0 0 0 0 0 0 0 +4930414L22Rik 1 1 0 1 0 3 1 1 +4930414N06Rik 3 0 0 0 0 1 0 0 +4930417O13Rik 3 2 0 0 0 5 2 0 +4930417O22Rik 0 0 0 0 0 0 0 0 +4930419G24Rik 0 1 0 0 0 0 0 0 +4930423M02Rik 0 0 0 0 0 0 0 0 +4930425K10Rik 0 0 0 0 0 0 0 0 +4930425O10Rik 0 0 0 0 0 0 0 0 +4930426L09Rik 2 0 0 1 1 0 0 0 +4930428E07Rik 0 0 0 0 0 0 0 0 +4930428G15Rik 0 0 0 0 0 0 0 0 +4930428O21Rik 0 0 0 0 0 0 0 0 +4930429B21Rik 0 0 0 0 0 0 0 1 +4930429D17Rik 0 0 0 0 0 0 0 0 +4930429F11Rik 0 0 0 0 0 0 0 0 +4930429F24Rik 0 1 1 0 2 3 0 1 +4930430F21Rik 0 0 0 0 0 0 0 0 +4930430J02Rik 0 0 0 0 0 0 0 0 +4930431F12Rik 0 0 0 0 0 0 0 0 +4930431P03Rik 0 0 0 0 0 0 0 0 +4930432J09Rik 0 0 0 0 0 0 0 0 +4930433B08Rik 0 1 0 0 0 0 0 0 +4930433N12Rik 0 0 0 0 0 0 0 0 +4930434J06Rik 0 0 0 0 0 0 0 0 +4930438E09Rik 0 0 0 0 0 0 0 1 +4930440C22Rik 0 0 0 0 0 0 0 0 +4930441J16Rik 0 0 0 0 0 0 0 0 +4930441O14Rik 0 0 0 0 0 0 1 0 +4930442J19Rik 0 0 0 0 0 0 0 0 +4930442L01Rik 0 0 0 0 0 1 1 0 +4930443O20Rik 0 0 0 0 0 0 0 0 +4930444F02Rik 0 0 0 0 0 0 0 0 +4930444M15Rik 0 0 0 0 0 0 0 0 +4930447J18Rik 0 0 0 0 0 0 0 0 +4930447K03Rik 0 0 0 0 0 0 0 0 +4930447N08Rik 0 0 0 0 0 0 0 0 +4930448C13Rik 0 0 0 0 0 0 0 0 +4930448F12Rik 0 0 0 0 0 0 0 0 +4930448H16Rik 0 0 0 0 0 0 0 0 +4930448I06Rik 0 0 0 0 0 0 0 0 +4930448I18Rik 0 0 0 0 0 0 0 0 +4930448K20Rik 0 0 0 0 0 0 0 0 +4930449E01Rik 0 0 0 0 0 0 0 0 +4930449E18Rik 0 1 0 0 0 0 0 0 +4930451G09Rik 1 0 0 0 2 0 1 0 +4930452A19Rik 2 0 1 1 0 0 0 0 +4930452G13Rik 0 0 0 0 0 0 0 0 +4930452N14Rik 0 0 0 0 0 0 0 0 +4930453L07Rik 0 0 0 0 0 0 0 0 +4930455B14Rik 0 0 0 0 0 0 0 0 +4930455C13Rik 1 0 0 0 0 0 0 0 +4930455D15Rik 0 1 0 1 0 0 0 0 +4930455F16Rik 0 0 0 0 0 0 0 0 +4930455H04Rik 3 0 1 0 1 4 0 0 +4930455J16Rik 0 0 0 0 0 0 0 0 +4930456L15Rik 0 0 0 0 0 0 0 0 +4930459L07Rik 0 0 0 0 0 0 0 0 +4930461G14Rik 0 0 0 0 0 0 0 0 +4930465K10Rik 0 0 0 0 0 0 0 0 +4930465M20Rik 0 0 0 0 0 0 0 0 +4930467D21Rik 2 0 1 0 0 1 0 0 +4930467K11Rik 0 0 0 0 0 0 0 0 +4930470H14Rik 0 0 0 0 0 0 0 0 +4930470P17Rik 0 0 0 0 0 0 0 0 +4930471C04Rik 0 0 0 0 0 0 0 0 +4930471G03Rik 0 0 0 0 0 0 0 0 +4930471I20Rik 3 0 0 1 0 8 0 1 +4930471M09Rik 2 0 0 0 0 0 0 0 +4930473A02Rik 2 0 0 2 0 1 0 0 +4930473O22Rik 0 0 0 0 0 0 0 0 +4930474G06Rik 0 1 1 1 0 1 0 0 +4930474H20Rik 0 0 0 0 0 0 0 0 +4930474M22Rik 0 0 0 0 0 0 0 0 +4930474N09Rik 0 0 0 0 0 0 0 0 +4930478L05Rik 0 0 0 0 0 0 0 0 +4930478P22Rik 0 0 0 0 0 0 0 0 +4930479D17Rik 0 0 0 0 0 0 0 0 +4930479M11Rik 0 0 0 0 0 0 0 0 +4930480G23Rik 0 0 0 0 0 0 0 0 +4930480K15Rik 0 0 0 0 0 0 0 0 +4930480M12Rik 0 1 0 0 0 0 0 0 +4930481A15Rik 6 2 0 0 0 4 0 0 +4930483J18Rik 0 0 0 0 0 0 0 0 +4930483K19Rik 8 0 0 0 3 11 1 1 +4930483O08Rik 0 0 0 0 0 0 0 0 +4930486F22Rik 0 0 0 0 0 0 0 0 +4930486I03Rik 1 0 0 0 0 0 0 0 +4930487D11Rik 0 0 0 0 0 0 0 0 +4930487H11Rik 0 0 0 0 0 0 0 0 +4930488B22Rik 0 0 0 0 0 0 0 0 +4930488L21Rik 0 0 0 0 0 0 0 0 +4930500F04Rik 0 0 0 0 0 0 0 0 +4930500J02Rik 0 0 0 0 0 0 0 0 +4930500L23Rik 0 0 0 0 0 0 0 0 +4930502A04Rik 0 0 0 0 0 0 0 0 +4930502E09Rik 0 0 0 0 1 0 3 0 +4930503E24Rik 0 0 0 0 0 0 0 0 +4930503H13Rik 0 0 0 0 0 0 0 0 +4930503O07Rik 0 0 0 0 0 0 0 0 +4930505G20Rik 0 0 0 0 0 0 0 0 +4930506C21Rik 1 1 0 1 1 2 3 0 +4930507D05Rik 0 0 0 0 0 0 0 1 +4930509E16Rik 4 0 0 1 5 0 0 1 +4930509J09Rik 0 0 0 1 0 0 0 0 +4930509K18Rik 0 0 0 0 0 0 0 0 +4930511A02Rik 0 0 0 0 0 0 0 0 +4930511E03Rik 0 0 0 0 0 0 0 0 +4930511M06Rik 0 0 0 0 0 0 0 0 +4930512B01Rik 4 0 0 1 1 3 0 0 +4930513D17Rik 0 0 0 0 0 0 0 0 +4930513N10Rik 0 0 0 1 0 1 0 1 +4930515B02Rik 0 0 0 0 0 0 0 0 +4930515G01Rik 3 0 0 1 0 2 1 0 +4930515G16Rik 0 0 0 0 0 0 0 0 +4930515L03Rik 0 1 0 0 0 0 0 0 +4930515L19Rik 0 0 0 0 0 0 0 0 +4930517E11Rik 0 0 0 0 0 0 0 0 +4930518P08Rik 0 0 0 0 0 0 0 0 +4930519D14Rik 0 0 0 0 0 0 0 0 +4930519F09Rik 0 0 4 0 0 0 0 1 +4930519F24Rik 0 0 0 0 0 0 0 0 +4930519H02Rik 0 0 0 0 0 0 0 0 +4930520O04Rik 0 0 0 2 0 0 0 0 +4930520P13Rik 0 0 0 0 0 0 0 0 +4930521E06Rik 0 0 0 0 0 0 0 0 +4930522O17Rik 0 0 0 0 0 0 0 0 +4930523C07Rik 1 1 0 0 1 2 1 1 +4930523O13Rik 0 0 0 0 0 0 0 0 +4930524C18Rik 0 0 0 0 0 0 0 0 +4930524L23Rik 0 0 0 0 0 0 0 1 +4930524O05Rik 0 0 0 0 0 0 0 0 +4930524O08Rik 0 0 0 0 0 0 0 0 +4930525D18Rik 0 0 0 0 0 0 0 0 +4930525G20Rik 0 0 0 0 0 0 0 0 +4930526I15Rik 1 0 0 4 0 0 2 1 +4930526L06Rik 2 0 1 0 0 0 0 1 +4930527F14Rik 0 0 0 0 1 0 1 2 +4930527G23Rik 0 0 0 0 0 0 0 0 +4930528A17Rik 0 2 0 0 0 0 0 0 +4930528D03Rik 0 0 0 0 0 0 0 0 +4930528P14Rik 0 0 0 0 0 0 0 0 +4930529C04Rik 0 0 0 0 0 0 0 0 +4930529F24Rik 0 0 0 0 0 0 0 0 +4930529K09Rik 0 0 0 0 0 1 0 0 +4930529L06Rik 0 0 0 0 0 0 0 0 +4930533B01Rik 1 0 0 0 0 0 0 0 +4930533P14Rik 0 0 0 0 0 0 0 0 +4930539C22Rik 0 0 0 0 0 0 0 0 +4930539J05Rik 2 1 0 0 0 0 0 0 +4930539M17Rik 0 0 0 0 0 0 0 0 +4930539N22Rik 0 0 0 0 0 0 0 0 +4930540M03Rik 0 0 0 0 0 0 0 0 +4930542C21Rik 0 0 0 0 0 0 0 0 +4930542D17Rik 0 0 0 0 0 0 0 0 +4930542H20Rik 0 0 0 0 0 0 0 0 +4930543E12Rik 0 0 0 0 0 0 0 0 +4930544M13Rik 0 0 1 0 1 0 0 0 +4930545E07Rik 0 0 0 0 0 0 0 0 +4930545H06Rik 0 0 0 0 0 0 0 0 +4930545L23Rik 1 0 0 0 2 3 0 0 +4930546C10Rik 0 0 0 1 0 0 1 0 +4930546K05Rik 1 0 0 0 2 2 0 0 +4930547E08Rik 0 0 0 0 1 0 0 0 +4930547E14Rik 0 0 0 1 0 0 2 1 +4930548G14Rik 0 0 0 0 0 0 0 0 +4930548J01Rik 0 0 0 0 0 0 0 0 +4930548K13Rik 0 0 0 0 0 0 0 0 +4930549G23Rik 3 0 0 0 0 4 0 0 +4930552N02Rik 0 0 1 0 0 0 0 0 +4930552P12Rik 1 0 0 0 0 0 2 0 +4930553E22Rik 0 0 0 0 0 0 0 0 +4930554C24Rik 0 0 0 0 0 0 0 0 +4930555B11Rik 18 4 7 4 3 10 6 9 +4930556C24Rik 0 0 0 0 0 0 0 0 +4930556G01Rik 0 0 0 0 0 0 0 0 +4930556J02Rik 0 0 0 0 0 0 0 0 +4930556M19Rik 11 2 0 0 3 7 0 0 +4930556N09Rik 0 0 0 0 0 0 0 1 +4930557J02Rik 0 0 1 0 0 0 0 0 +4930558C23Rik 0 0 0 0 0 0 0 0 +4930558G05Rik 0 0 0 0 0 0 0 0 +4930558J18Rik 0 0 0 0 0 0 0 0 +4930562F07Rik 2 0 2 0 0 6 0 0 +4930563E18Rik 0 0 0 0 0 0 0 0 +4930563F08Rik 0 0 0 0 0 0 0 0 +4930563M20Rik 0 1 0 0 0 0 0 0 +4930564G21Rik 0 0 0 0 0 0 0 0 +4930564K09Rik 4 0 0 0 0 3 0 0 +4930565D16Rik 0 0 0 0 0 0 0 0 +4930565N06Rik 2 1 1 1 0 2 0 1 +4930567H12Rik 0 0 0 0 0 0 0 0 +4930567J20Rik 0 0 0 0 0 0 0 0 +4930567K20Rik 0 0 0 0 0 0 0 0 +4930568E12Rik 0 0 0 0 0 0 0 0 +4930568G15Rik 1 1 0 0 0 3 0 0 +4930568K20Rik 0 0 0 0 0 0 0 0 +4930570G19Rik 0 0 0 3 0 0 0 0 +4930572K03Rik 0 0 0 0 0 0 0 0 +4930572O03Rik 0 0 0 0 0 0 0 0 +4930572O13Rik 0 0 0 0 0 0 0 0 +4930573O16Rik 3 0 0 0 0 1 1 1 +4930577N17Rik 3 0 0 1 1 0 2 0 +4930578E11Rik 0 0 0 0 0 0 0 0 +4930578M01Rik 0 1 1 0 0 0 0 1 +4930578N18Rik 0 0 0 0 0 0 0 0 +4930579G18Rik 0 0 0 1 0 0 0 0 +4930579K19Rik 0 0 0 0 0 0 0 0 +4930581F22Rik 10 0 0 1 3 13 6 0 +4930583K01Rik 1 1 0 0 1 0 1 2 +4930583P06Rik 0 0 0 0 0 0 0 0 +4930584F24Rik 0 0 0 0 0 0 0 0 +4930590L20Rik 0 0 0 2 0 0 0 0 +4930592A05Rik 2 0 0 0 0 4 0 0 +4930592I03Rik 0 0 0 1 0 0 0 0 +4930593A02Rik 1 0 0 0 0 1 0 0 +4930593C16Rik 0 0 0 0 0 0 0 0 +4930594C11Rik 1 0 0 1 0 0 0 0 +4930596M17Rik 0 0 0 0 0 0 0 0 +4930597G03Rik 0 0 0 0 0 0 0 0 +4930598F16Rik 0 0 0 0 0 0 0 0 +4930599N23Rik 5 0 1 0 0 14 0 2 +4931402G19Rik 0 1 0 0 0 1 0 0 +4931403E22Rik 6 0 0 0 0 10 0 0 +4931403G20Rik 4 0 0 0 0 0 0 0 +4931406H21Rik 0 0 0 0 0 1 0 0 +4931408D14Rik 10 0 0 0 0 12 0 0 +4931409K22Rik 0 0 0 0 0 0 0 0 +4931419H13Rik 0 0 0 0 0 0 0 0 +4931420L22Rik 0 0 0 0 0 0 0 0 +4931428L18Rik 0 0 0 0 0 0 0 0 +4931429P17Rik 0 1 0 0 0 0 0 0 +4931430N09Rik 0 0 0 1 0 0 0 0 +4931431B13Rik 0 0 0 0 0 0 0 0 +4931431C16Rik 1 1 0 3 1 0 1 1 +4931440J10Rik 2 1 1 2 4 2 1 2 +4931440L10Rik 0 0 0 0 0 0 0 0 +4931440P22Rik 4 1 0 0 1 2 4 0 +4932412D23Rik 0 0 0 2 0 0 0 2 +4932413F04Rik 0 0 0 0 0 0 0 0 +4932414J04Rik 0 0 0 0 0 0 0 0 +4932415G12Rik 0 0 0 1 0 2 0 0 +4932415M13Rik 0 0 0 0 0 0 0 0 +4932416H05Rik 0 1 0 0 0 0 0 0 +4932435O22Rik 0 1 0 0 0 0 0 1 +4932441J04Rik 0 0 1 0 0 2 0 0 +4932702P03Rik 6 3 0 0 2 9 0 0 +4933400A11Rik 0 0 1 0 0 0 0 0 +4933400B14Rik 0 0 0 0 0 0 0 0 +4933400C23Rik 0 0 0 0 0 0 0 0 +4933400F21Rik 1 0 0 0 0 1 0 0 +4933400L20Rik 1 0 0 1 1 1 0 0 +4933401B06Rik 0 0 0 0 0 0 0 0 +4933401D09Rik 0 0 0 0 0 0 0 0 +4933401H06Rik 0 0 0 0 0 0 0 0 +4933401P06Rik 0 0 0 0 0 0 0 0 +4933402C06Rik 0 0 0 0 0 0 0 0 +4933402J10Rik 0 0 2 0 0 0 0 0 +4933402J15Rik 0 0 0 0 0 0 0 0 +4933404G15Rik 0 0 0 0 0 0 0 0 +4933404K08Rik 0 0 0 0 0 0 0 0 +4933404O12Rik 0 0 0 0 0 3 2 0 +4933405D12Rik 8 0 0 0 4 13 0 1 +4933405E24Rik 1 0 0 0 0 1 0 0 +4933406C10Rik 0 0 0 0 0 1 0 0 +4933406D12Rik 0 0 0 0 0 0 0 0 +4933406F09Rik 0 0 0 0 0 0 0 0 +4933406G16Rik 0 0 0 0 0 0 0 0 +4933406I18Rik 1 0 0 0 0 6 4 0 +4933406J10Rik 2 0 0 0 0 0 0 0 +4933406K04Rik 0 0 0 0 0 0 0 0 +4933407E24Rik 0 0 0 0 0 0 0 0 +4933407G14Rik 0 0 1 0 0 0 0 0 +4933407I05Rik 0 0 0 0 0 0 0 0 +4933407K13Rik 1 0 0 0 0 0 0 0 +4933407L21Rik 0 0 0 0 0 0 0 0 +4933408J17Rik 0 0 0 0 0 0 0 0 +4933408N05Rik 0 0 0 0 0 0 0 0 +4933409K07Rik 0 0 0 0 0 0 0 0 +4933411E08Rik 0 0 0 0 0 0 0 0 +4933411G06Rik 0 0 0 0 0 0 0 0 +4933412E12Rik 0 0 0 0 0 0 0 0 +4933412O06Rik 0 0 0 0 0 0 0 0 +4933413J09Rik 0 1 0 0 0 0 0 1 +4933413L06Rik 0 0 0 0 0 0 0 0 +4933416E03Rik 0 0 0 0 0 0 0 0 +4933416M06Rik 0 0 1 0 0 0 0 0 +4933416M07Rik 0 0 0 0 0 0 0 0 +4933417D19Rik 1 0 0 0 3 0 1 0 +4933417E11Rik 0 1 0 0 0 0 0 0 +4933417G07Rik 0 0 0 0 0 0 0 0 +4933417O13Rik 0 0 0 0 0 0 0 0 +4933421O10Rik 1 0 0 0 2 0 1 0 +4933422A05Rik 0 0 0 0 0 0 0 0 +4933424G05Rik 1 0 0 0 0 1 0 0 +4933424G06Rik 0 0 1 0 0 0 0 0 +4933425B07Rik 4 0 0 0 1 3 0 0 +4933425H06Rik 0 0 1 0 0 0 0 0 +4933426D04Rik 0 0 0 0 0 0 0 0 +4933427E11Rik 0 0 0 0 0 0 0 0 +4933427E13Rik 0 0 0 0 0 0 0 0 +4933427I22Rik 0 0 1 0 0 0 0 0 +4933428C19Rik 0 0 0 0 0 0 0 0 +4933429K18Rik 0 0 0 0 0 0 0 0 +4933429O19Rik 0 0 0 0 0 0 0 0 +4933430H16Rik 0 0 0 0 0 0 0 0 +4933430M04Rik 0 0 0 0 0 0 0 0 +4933430N04Rik 0 0 0 0 0 0 0 0 +4933431E20Rik 0 1 0 0 0 0 0 0 +4933431G14Rik 0 0 0 0 0 0 0 0 +4933432G23Rik 0 0 0 0 0 0 0 0 +4933432I03Rik 0 0 0 0 0 0 0 0 +4933432I09Rik 0 0 0 0 0 0 0 0 +4933432K03Rik 0 0 0 0 0 0 0 0 +4933433F19Rik 0 0 0 0 0 0 0 0 +4933433G15Rik 0 0 1 2 0 0 1 0 +4933433G19Rik 0 0 0 0 0 3 0 0 +4933433H22Rik 0 0 0 0 0 0 0 0 +4933436C20Rik 0 0 0 1 0 0 0 0 +4933436E23Rik 0 0 0 0 0 0 0 0 +4933436H12Rik 0 0 1 0 0 0 0 0 +4933438B17Rik 0 0 0 0 0 0 0 0 +4933438K21Rik 0 0 0 0 0 0 0 0 +4933439C10Rik 0 0 0 1 0 0 0 1 +4933439K11Rik 0 0 0 0 0 0 0 0 +4933440J02Rik 3 0 0 0 0 0 0 0 +4933440M02Rik 0 0 0 0 0 0 0 0 +5031425E22Rik 5 4 3 4 5 9 7 4 +5031425F14Rik 0 0 0 0 0 0 0 1 +5031426D15Rik 0 0 0 0 0 0 0 0 +5031434C07Rik 0 0 0 0 0 0 0 0 +5031434O11Rik 0 1 0 1 0 0 0 0 +5033403H07Rik 11 0 0 0 6 5 1 0 +5033404E19Rik 0 0 0 0 0 0 0 0 +5033406O09Rik 0 0 0 0 0 0 1 0 +5330411J11Rik 0 0 0 0 0 0 0 1 +5330413P13Rik 0 0 0 0 0 0 0 0 +5330426P16Rik 0 0 1 0 0 0 0 1 +5330434G04Rik 0 0 0 1 0 0 0 0 +5330439B14Rik 0 0 0 0 0 1 0 2 +5430402O13Rik 0 0 0 2 0 0 2 0 +5430403N17Rik 0 0 0 0 0 0 0 0 +5430405H02Rik 6 0 0 0 8 0 4 2 +5430416N02Rik 195 10 5 23 99 79 141 12 +5430416O09Rik 0 0 0 1 0 0 0 0 +5430417L22Rik 1 0 0 1 0 2 0 0 +5430421F17Rik 0 0 0 0 0 0 0 0 +5430427M07Rik 0 0 0 0 1 0 0 0 +5430428K19Rik 0 0 0 1 0 0 0 0 +5430434I15Rik 0 0 0 0 0 0 0 0 +5430437J10Rik 0 0 0 1 0 0 0 0 +5430440P10Rik 0 0 0 0 0 0 0 0 +5530401A14Rik 0 0 0 0 1 0 0 0 +5530601H04Rik 1 0 0 0 0 1 0 0 +5730403I07Rik 0 0 0 0 0 0 0 0 +5730405O15Rik 0 0 0 0 0 0 0 1 +5730408K05Rik 2 0 0 0 1 0 1 0 +5730412P04Rik 0 0 0 0 0 0 0 0 +5730416F02Rik 0 0 0 0 0 0 0 0 +5730420D15Rik 2 0 0 0 0 4 2 0 +5730422E09Rik 2 0 0 1 2 3 0 0 +5730435O14Rik 0 0 0 0 0 0 0 0 +5730457N03Rik 0 0 0 0 0 0 0 0 +5730460C07Rik 0 0 0 0 0 0 0 0 +5730480H06Rik 1 0 0 0 0 0 0 0 +5730488B01Rik 0 0 0 0 0 0 0 0 +5730522E02Rik 4 0 0 1 1 5 1 0 +5730577I03Rik 0 0 0 0 0 2 0 0 +5830403M04Rik 0 0 0 0 0 0 0 0 +5830416I19Rik 0 0 0 0 0 0 0 0 +5830416P10Rik 0 1 0 0 0 1 0 0 +5830417I10Rik 0 1 0 0 0 1 0 1 +5830418P13Rik 0 0 0 1 0 0 0 0 +5830428M24Rik 0 0 0 0 0 0 0 0 +5830432E09Rik 0 0 0 0 0 0 0 0 +5830444B04Rik 0 0 0 0 0 0 0 0 +5830454E08Rik 1 0 0 0 0 0 0 0 +5930403L14Rik 0 0 0 0 0 0 0 1 +5930412G12Rik 0 0 0 0 0 0 0 0 +5930430L01Rik 0 0 2 0 0 6 6 4 +5930438M14Rik 0 0 0 0 0 0 0 0 +6030407O03Rik 0 0 0 2 0 0 0 1 +6030408B16Rik 0 0 0 0 0 0 0 0 +6030440G07Rik 0 0 0 0 0 1 0 0 +6030443J06Rik 0 0 0 0 0 0 0 0 +6030466F02Rik 0 0 0 0 0 0 0 0 +6030469F06Rik 0 0 0 0 0 0 0 0 +6230400D17Rik 0 0 0 0 0 0 0 0 +6330407A03Rik 0 0 0 0 0 0 0 0 +6330410L21Rik 0 0 0 0 0 0 0 0 +6330415B21Rik 0 0 0 0 0 0 0 0 +6330418K02Rik 0 0 0 1 0 0 0 0 +6330549D23Rik 2 1 1 1 2 0 1 1 +6430411K18Rik 0 1 2 5 0 0 0 9 +6430562O15Rik 0 0 0 0 0 2 0 0 +6430584L05Rik 0 0 0 0 0 0 0 0 +6430706D22Rik 0 0 0 0 0 0 0 0 +6430710C18Rik 0 0 0 0 0 1 0 0 +6530402F18Rik 1 0 0 0 1 0 0 0 +6530411M01Rik 0 0 0 0 0 0 0 0 +6720401G13Rik 0 0 0 0 0 8 0 1 +6720468P15Rik 0 0 0 0 0 0 0 0 +6720483E21Rik 2 2 1 1 3 0 3 0 +6820431F20Rik 0 0 0 0 0 0 0 0 +7420700N18Rik 0 0 0 0 0 0 0 0 +7420701I03Rik 0 0 0 0 0 0 0 0 +7530420F21Rik 0 0 0 0 0 0 0 0 +7630403G23Rik 0 0 0 0 0 0 0 0 +8030423F21Rik 0 0 0 0 0 0 0 0 +8030442B05Rik 0 0 0 0 0 0 1 0 +8030443G20Rik 0 0 0 0 0 0 0 0 +8430403D17Rik 1 1 0 0 0 0 0 0 +8430422H06Rik 0 0 0 0 0 0 0 0 +8430423G03Rik 0 0 0 0 0 0 0 0 +8430426J06Rik 0 0 0 1 0 0 0 0 +8430429K09Rik 7 0 0 3 0 1 0 0 +8430431K14Rik 0 0 0 0 0 0 0 0 +8430436N08Rik 0 0 0 0 0 0 0 0 +8430437L04Rik 0 0 0 0 0 0 0 0 +9030204H09Rik 0 0 0 0 0 0 0 0 +9030404E10Rik 0 1 0 0 1 0 1 0 +9030612E09Rik 0 0 1 0 0 0 0 0 +9130015A21Rik 0 0 0 0 0 0 0 0 +9130015L21Rik 0 0 0 0 0 0 0 0 +9130019P16Rik 5 0 2 0 3 8 2 0 +9130024F11Rik 2 0 0 0 0 0 0 0 +9130206I24Rik 0 0 0 0 0 0 0 0 +9130209A04Rik 0 1 0 0 0 0 0 0 +9130221F21Rik 0 0 0 0 0 0 0 0 +9130221H12Rik 1 0 0 1 0 4 0 0 +9130227L01Rik 0 0 0 0 0 0 0 0 +9130230L23Rik 0 0 0 0 0 0 0 0 +9230009I02Rik 0 0 0 0 0 0 0 0 +9230102K24Rik 0 0 0 0 0 0 0 0 +9230102O04Rik 0 0 0 0 0 0 0 0 +9230105E05Rik 0 0 0 0 0 0 0 0 +9230112J17Rik 0 0 0 4 0 0 0 0 +9230114K14Rik 0 0 2 0 1 0 0 0 +9230115E21Rik 0 1 0 1 0 0 0 0 +9230116N13Rik 0 0 0 0 1 2 1 0 +9330020H09Rik 3 1 0 0 0 1 0 1 +9330102E08Rik 0 0 0 0 0 0 0 0 +9330111N05Rik 0 0 0 0 0 0 0 0 +9330117O12Rik 0 0 0 0 0 0 0 0 +9330133O14Rik 5 0 0 0 0 0 1 0 +9330151L19Rik 0 0 0 0 0 3 1 0 +9330158H04Rik 0 0 0 0 0 0 1 0 +9330159M07Rik 0 0 0 0 0 0 0 0 +9330162012Rik 6 0 0 0 1 2 0 1 +9330162B11Rik 0 0 0 0 0 0 0 0 +9330175E14Rik 0 1 0 0 1 0 0 0 +9330175M20Rik 1 2 2 2 0 0 1 1 +9330178D15Rik 0 1 3 0 0 1 0 0 +9330179D12Rik 0 6 6 7 3 3 6 9 +9330188P03Rik 0 0 0 0 0 0 0 0 +9430008C03Rik 8 2 0 0 1 10 3 2 +9430014N10Rik 0 0 0 0 0 0 0 0 +9430018G01Rik 2 0 0 0 0 0 0 0 +9430019J16Rik 0 0 0 0 0 0 0 0 +9430021M05Rik 0 0 0 0 0 0 0 0 +9430037G07Rik 0 0 0 0 0 0 0 0 +9430041J12Rik 0 0 0 0 0 0 0 0 +9430060I03Rik 4 3 0 0 1 1 1 0 +9430076C15Rik 0 0 1 1 0 0 0 0 +9430076G02Rik 0 0 0 0 0 0 0 0 +9430083A17Rik 3 0 0 0 0 3 1 0 +9430091E24Rik 10 2 2 2 0 16 6 4 +9530026F06Rik 0 1 0 0 0 0 0 0 +9530026P05Rik 0 3 4 4 1 4 0 4 +9530027J09Rik 0 0 0 1 0 1 0 0 +9530036O11Rik 0 3 1 1 0 0 0 1 +9530048J24Rik 0 0 0 0 0 0 0 0 +9530051G07Rik 0 0 0 0 0 0 0 0 +9530052E02Rik 2 1 1 1 1 2 2 1 +9530059O14Rik 0 0 0 0 0 0 0 0 +9530080O11Rik 2 0 0 0 1 2 0 0 +9530082P21Rik 0 0 0 0 0 3 0 1 +9530091C08Rik 1 1 0 1 0 0 0 0 +9630001P10Rik 0 0 0 0 0 0 0 0 +9630013A20Rik 0 0 0 0 0 0 0 0 +9630028B13Rik 0 0 0 0 0 2 1 0 +9630028H03Rik 0 0 0 0 0 0 0 0 +9830132P13Rik 0 0 0 0 0 0 1 0 +9830166K06Rik 0 0 0 0 0 0 0 0 +9930014A18Rik 1 0 0 1 0 3 1 2 +A030009H04Rik 0 0 0 0 0 0 0 0 +A130049A11Rik 2 0 0 1 0 5 0 0 +A130077B15Rik 0 0 0 0 0 0 0 0 +A230001M10Rik 0 0 0 0 0 0 0 0 +A230009B12Rik 0 0 1 0 0 0 0 0 +A230020J21Rik 2 1 0 1 1 0 1 2 +A230028O05Rik 0 0 0 1 0 0 0 0 +A230056J06Rik 0 0 0 0 0 0 0 0 +A230056P14Rik 0 0 0 1 0 0 0 0 +A230057D06Rik 0 0 0 2 0 0 0 1 +A230070E04Rik 0 0 0 0 0 0 0 0 +A230072C01Rik 0 0 0 0 0 2 0 0 +A230072E10Rik 0 0 0 0 0 0 1 0 +A230073K19Rik 0 1 1 0 0 0 0 1 +A230077H06Rik 0 0 0 2 0 0 0 0 +A230108P19Rik 6 0 1 1 1 9 2 1 +A330009N23Rik 0 2 0 4 0 0 0 0 +A330023F24Rik 1086 659 583 1482 625 255 739 674 +A330032B11Rik 4 0 0 2 1 1 1 0 +A330033J07Rik 0 0 1 1 0 0 0 0 +A330035P11Rik 0 0 1 0 6 4 0 0 +A330040F15Rik 1 0 0 0 1 0 0 0 +A330041J22Rik 1 0 0 0 0 0 1 0 +A330048O09Rik 0 0 0 0 0 0 0 0 +A330049N07Rik 0 0 0 1 0 0 0 0 +A330050B17Rik 0 0 0 0 0 0 0 0 +A330069E16Rik 0 0 0 0 0 0 2 0 +A330076C08Rik 0 0 0 0 0 0 0 0 +A330076H08Rik 0 0 0 0 0 0 0 0 +A330093E20Rik 3 1 1 0 0 3 0 1 +A330102I10Rik 0 0 0 0 0 0 0 0 +A430035B10Rik 0 0 0 0 0 0 0 0 +A430071A18Rik 0 0 0 0 0 2 0 2 +A430088P11Rik 0 0 0 0 0 0 0 0 +A430090L17Rik 0 0 0 0 0 0 0 0 +A430092G05Rik 0 0 0 0 0 0 0 0 +A430093F15Rik 0 1 1 1 0 1 0 0 +A530006G24Rik 0 0 0 0 0 0 0 0 +A530013C23Rik 8 0 0 0 4 0 2 0 +A530046M15Rik 0 0 0 0 0 0 0 0 +A530050N04Rik 0 0 0 0 0 0 0 0 +A530053G22Rik 0 0 0 0 0 0 0 0 +A530058N18Rik 0 0 0 0 0 0 0 0 +A530065N20Rik 1 0 0 0 0 0 1 1 +A530072M11Rik 2 0 0 0 0 0 0 1 +A530088E08Rik 0 0 0 0 0 0 0 0 +A630010A05Rik 5 2 6 5 1 0 3 2 +A630012P03Rik 2 0 0 0 0 0 0 0 +A630019I02Rik 0 3 1 4 0 0 1 3 +A630020A06 0 0 0 0 1 0 0 0 +A630023P12Rik 0 0 0 0 0 0 0 0 +A630066F11Rik 1 0 0 0 1 1 2 0 +A630072M18Rik 5 1 0 2 6 2 3 1 +A630075F10Rik 0 0 0 0 0 0 0 0 +A630077J23Rik 0 0 0 0 0 0 0 0 +A630089N07Rik 0 0 0 1 0 0 0 0 +A730017C20Rik 0 0 0 0 0 0 0 0 +A730017L22Rik 7 1 0 0 3 10 0 0 +A730018C14Rik 0 0 0 0 0 0 0 0 +A730020E08Rik 0 0 0 0 0 0 0 0 +A730020M07Rik 1 0 0 0 0 3 0 0 +A730036I17Rik 0 0 0 0 1 0 0 0 +A730043L09Rik 0 0 0 0 0 0 0 0 +A730046J19Rik 0 0 0 0 0 0 0 0 +A730056A06Rik 0 0 4 2 0 0 0 0 +A730082K24Rik 0 0 0 0 0 0 0 0 +A730085A09Rik 0 0 0 0 0 0 0 0 +A730085K08Rik 0 0 0 0 0 0 0 0 +A730090H04Rik 0 0 0 0 0 0 0 0 +A730090N16Rik 0 0 0 0 0 0 0 0 +A730098P11Rik 0 0 0 0 0 0 0 0 +A830009L08Rik 0 0 0 1 0 0 0 1 +A830019L24Rik 0 0 0 0 0 0 0 0 +A830052D11Rik 1 0 0 0 0 2 0 0 +A830082K12Rik 0 1 1 0 0 0 0 0 +A830082N09Rik 0 0 0 0 0 0 1 0 +A930001A20Rik 0 0 0 0 0 0 0 0 +A930001C03Rik 2 0 0 0 0 0 0 0 +A930003A15Rik 0 0 0 0 0 0 0 0 +A930003O13Rik 0 0 0 0 0 0 0 0 +A930004D18Rik 0 1 0 0 1 0 0 0 +A930005H10Rik 3 0 0 2 3 0 6 0 +A930006I01Rik 1 2 4 2 1 4 0 0 +A930006K02Rik 0 0 0 0 0 0 0 0 +A930007I19Rik 0 0 0 0 0 0 0 0 +A930011G23Rik 2 2 1 0 1 1 2 3 +A930011O12Rik 0 0 0 0 0 0 0 0 +A930012L18Rik 0 1 0 0 0 0 0 0 +A930013F10Rik 0 0 0 0 0 0 0 0 +A930015D03Rik 7 5 2 2 1 3 2 0 +A930016O22Rik 0 0 0 8 0 2 4 6 +A930017M01Rik 0 0 0 0 0 0 0 0 +A930019D19Rik 1 0 0 0 0 0 0 0 +A930024E05Rik 0 0 0 0 0 0 0 0 +A930041C12Rik 0 0 0 0 0 0 0 0 +AA387883 0 0 0 0 0 0 0 0 +AA388235 0 0 0 0 0 0 0 0 +AA413626 0 0 0 0 0 0 0 0 +AA465934 9 1 0 2 0 0 0 3 +AA474331 1 0 0 0 0 0 0 0 +AA536875 0 0 0 0 0 0 0 0 +AA543186 0 0 0 0 0 0 0 0 +AA543401 0 0 0 0 0 0 0 0 +AA545190 0 0 0 0 0 0 0 0 +AA619741 0 0 0 0 0 0 0 0 +AF357355 0 0 1 0 0 0 0 0 +AF357359 10 9 1 23 4 2 0 6 +AF357399 18 4 3 4 12 26 17 5 +AF357425 1 2 1 1 1 1 2 2 +AF357426 3 0 0 3 1 0 0 0 +AI115009 0 0 0 0 0 0 0 0 +AI197445 0 0 0 0 0 0 0 0 +AI314278 0 0 0 0 0 0 0 0 +AI314831 0 0 0 0 0 1 0 0 +AI414108 0 0 0 0 0 0 0 0 +AI427809 0 2 0 0 0 0 0 0 +AI450353 8 1 0 1 0 0 0 2 +AI463170 0 0 0 0 0 0 0 0 +AI504432 0 0 1 0 0 0 0 0 +AI506816 4 0 0 0 2 4 2 0 +AI507597 0 0 0 0 0 2 0 0 +AI606473 0 0 0 0 0 0 0 0 +AI646519 0 0 0 0 0 0 0 0 +AI662270 0 0 0 0 0 0 0 0 +AI839979 0 0 0 0 0 0 0 0 +AI847159 0 0 0 0 0 0 0 0 +AI854517 0 0 0 0 0 0 0 0 +AI854703 0 0 0 0 0 0 0 0 +AU015791 0 0 0 0 0 0 0 0 +AU015836 0 0 0 0 0 0 0 0 +AU016765 0 0 0 0 0 0 0 0 +AU019990 0 0 0 0 0 0 0 2 +AU021063 0 0 0 0 0 0 0 0 +AU022754 0 0 0 0 0 0 0 0 +AU022793 0 0 0 0 0 0 0 0 +AU023762 0 0 0 0 0 0 0 0 +AU040972 0 0 0 0 0 1 0 0 +AV039307 4 0 0 0 0 14 0 0 +AV051173 1 0 0 0 0 0 0 0 +AW011738 0 0 0 0 3 2 1 0 +AW046200 0 0 0 1 0 0 0 0 +AW112010 9 1 0 1 0 21 2 0 +AW495222 36 0 0 0 0 63 1 1 +AW549542 0 0 0 0 0 0 0 0 +AY512915 0 0 0 0 0 0 0 0 +AY512931 1 0 0 0 1 0 1 0 +Aanat 1 0 0 0 0 0 0 0 +Abca16 0 0 0 0 0 0 0 0 +Abhd1 5 0 0 0 0 7 1 0 +Abhd10 1 1 1 0 0 1 1 1 +Abhd11 0 0 0 2 2 2 2 0 +Adam17 8 0 2 1 1 5 3 2 +Adam28 0 1 0 0 0 0 0 0 +Adamts10 0 0 0 2 4 4 0 0 +Adarb1 6 2 0 2 0 2 0 2 +Adck5 1 0 0 1 2 1 0 1 +Adh6-ps1 1 0 0 0 0 1 1 0 +Adhfe1 11 2 0 0 2 6 4 0 +Aes 41 1 1 5 1 59 3 2 +Afg3l1 7 0 2 3 0 10 4 1 +Ager 0 0 0 0 0 0 0 0 +Ahsg 586 0 1 0 18 879 40 0 +Aire 0 0 0 0 0 0 0 0 +Airn 0 4 18 12 0 20 0 12 +Alg11 7 0 0 0 0 3 1 1 +Alg13 1 0 0 0 0 2 0 0 +Alg9 2 1 1 0 0 6 0 0 +Alms1-ps2 0 0 0 0 0 0 0 0 +Angel2 10 0 0 0 2 14 0 2 +Ank1 1580 5230 5544 7926 1242 4010 3128 5116 +Ankrd10 8 0 0 0 3 2 2 3 +Ankrd11 25 5 1 7 6 38 2 2 +Ankzf1 7 5 0 0 0 4 2 0 +Ano4 1 6 0 2 0 1 0 2 +Ano5 0 0 0 0 0 0 1 0 +Apol7d 2 0 0 0 0 2 1 0 +Apoo-ps 0 0 0 0 1 0 0 0 +Aqp9 44 0 0 0 2 107 8 0 +Arfrp1 3 0 0 0 0 4 0 0 +Arhgap1 6 3 3 0 0 6 0 0 +Arid5a 1 0 0 1 0 0 0 0 +Arrdc1 0 0 0 0 0 3 0 0 +Art2a-ps 0 0 0 0 0 0 0 0 +Asb7 3 0 0 1 0 3 0 0 +Asmt 0 0 0 0 0 0 0 0 +Atf5 17 0 0 0 1 27 5 0 +Atp10d 7 2 0 0 0 7 0 1 +Atp2a2 38 74 84 78 2 48 2 68 +Atp6v0c-ps2 0 0 0 0 0 0 1 0 +B020014A21Rik 0 0 0 0 0 0 0 0 +B020018J22Rik 0 0 0 0 0 0 0 0 +B130006D01Rik 0 0 0 0 0 0 0 1 +B130024G19Rik 0 1 1 0 1 0 0 0 +B130034C11Rik 0 0 0 0 0 0 0 0 +B230119M05Rik 0 0 0 0 0 0 0 0 +B230206H07Rik 4 0 0 0 0 1 2 0 +B230208H11Rik 24 20 18 52 28 26 44 38 +B230209E15Rik 0 0 0 0 0 0 0 0 +B230209K01Rik 0 0 0 0 0 0 0 0 +B230214G05Rik 0 0 1 0 0 0 0 0 +B230216N24Rik 0 0 0 0 0 0 0 0 +B230217O12Rik 1 0 0 1 0 1 5 1 +B230312C02Rik 0 0 0 1 0 0 0 0 +B230319C09Rik 1 1 1 0 0 1 0 0 +B230323A14Rik 0 0 0 0 0 0 0 0 +B230378P21Rik 0 0 0 0 0 0 0 0 +B330016D10Rik 1 1 1 4 0 0 0 1 +B430010I23Rik 3 0 0 0 0 2 1 0 +B430212C06Rik 0 0 0 1 0 0 0 0 +B430319G15Rik 0 3 1 2 0 0 0 0 +B4galnt1 0 0 1 1 0 1 0 0 +B4galt2 0 0 0 1 0 0 0 0 +B630019K06Rik 1 0 0 2 0 2 2 0 +B830017H08Rik 0 3 3 0 0 0 0 2 +B930003M22Rik 1 1 0 0 0 0 0 0 +B930018H19Rik 0 0 0 0 0 0 0 0 +B930025P03Rik 0 0 0 0 2 0 0 1 +B930059L03Rik 1 0 0 0 0 0 0 0 +B930092H01Rik 0 0 0 0 0 0 0 0 +BB014433 0 0 0 0 0 0 0 0 +BB019430 0 0 0 0 0 0 0 0 +BB031773 0 0 0 0 0 0 0 0 +BB123696 2 0 0 1 0 0 1 0 +BB283400 0 0 1 1 0 4 0 0 +BB557941 0 0 0 0 0 0 0 0 +BC002163 1 0 0 0 0 1 0 1 +BC005764 0 1 0 0 0 0 0 0 +BC006965 0 1 0 0 0 0 0 0 +BC018473 0 0 0 0 0 0 0 0 +BC020402 0 0 0 0 1 0 0 0 +BC021767 0 0 0 0 0 0 0 0 +BC024386 20 0 0 0 1 14 0 0 +BC024582 4 1 0 0 2 2 1 0 +BC025920 1 0 0 0 0 0 0 0 +BC029722 4 0 0 0 0 1 0 0 +BC030870 0 0 0 0 0 0 0 0 +BC031361 2 0 0 0 0 1 1 0 +BC033916 0 0 0 0 0 0 0 0 +BC037032 0 0 0 0 0 0 0 1 +BC037704 0 0 0 0 1 1 0 0 +BC039771 4 0 1 0 0 2 0 0 +BC039966 0 0 0 0 0 0 0 0 +BC048602 0 0 0 0 0 0 0 0 +BC051226 0 0 1 0 0 0 0 0 +BC051537 0 0 0 0 0 0 0 0 +BC052688 0 0 0 0 0 0 0 0 +BC055402 0 0 0 0 0 0 0 0 +BC064078 0 0 0 0 0 0 0 0 +BC065397 0 0 0 2 0 0 0 0 +BC090627 7 4 12 6 1 2 6 9 +Bambi-ps1 1 0 0 0 0 0 1 0 +Bc1 317 51 44 52 53 387 86 44 +Bend5 1 0 0 0 0 0 0 0 +Best2 0 0 0 0 0 0 0 0 +Bmp1 13 0 1 1 3 18 3 0 +Brat1 1 0 0 0 0 3 1 1 +Brd2 15 4 4 7 2 10 10 0 +Btbd19 0 1 0 0 2 0 0 1 +Btnl5 0 0 0 0 0 0 0 0 +C030007H22Rik 0 0 0 0 0 0 0 0 +C030013G03Rik 0 0 0 0 0 0 0 0 +C030016D13Rik 3 1 0 0 1 0 1 0 +C030018K13Rik 0 0 0 0 0 0 0 0 +C030023E24Rik 0 0 0 0 0 0 0 0 +C030029H02Rik 0 0 0 0 0 1 0 0 +C030034I22Rik 0 0 0 1 0 0 1 0 +C030034L19Rik 0 0 0 0 0 0 0 0 +C030037D09Rik 4 0 0 0 0 2 1 0 +C130021I20Rik 0 0 0 0 0 0 0 0 +C130026L21Rik 0 0 0 0 0 0 0 0 +C130030K03Rik 0 1 0 0 0 0 0 0 +C130036L24Rik 0 0 0 0 0 0 0 0 +C130046K22Rik 0 5 3 2 3 0 0 0 +C130060C02Rik 0 0 0 0 0 0 0 0 +C130071C03Rik 0 0 0 0 0 0 0 0 +C130080G10Rik 0 0 1 2 0 0 0 2 +C130083M11Rik 0 0 0 0 0 3 0 0 +C230004F18Rik 0 0 0 0 0 0 0 0 +C230024C17Rik 0 0 0 0 0 0 0 0 +C230035I16Rik 0 0 0 0 0 0 0 0 +C230037L18Rik 1 0 1 0 0 1 2 0 +C230079O03Rik 0 0 0 0 0 0 0 0 +C230091D08Rik 5 0 2 0 0 9 0 1 +C330008G21Rik 0 0 0 0 0 0 0 0 +C330011F03Rik 0 1 0 0 0 0 0 0 +C330013E15Rik 1 0 0 1 0 0 4 2 +C330013F16Rik 0 0 0 0 0 0 0 0 +C330022C24Rik 6 0 0 0 0 9 0 0 +C330024C12Rik 0 0 0 0 0 0 0 0 +C330024D21Rik 0 0 0 0 0 0 0 0 +C330046G13Rik 0 0 0 0 0 0 1 0 +C430002E04Rik 0 0 0 0 1 0 1 0 +C430002N11Rik 0 0 0 0 0 0 0 0 +C430049B03Rik 1996 4438 3666 7206 1654 824 1948 3984 +C4bp-ps1 0 0 0 0 0 1 0 0 +C530005A16Rik 5 0 1 0 1 4 3 1 +C530044C16Rik 0 0 0 0 0 0 0 0 +C630020P19Rik 0 0 0 0 0 0 0 0 +C630028M04Rik 0 0 0 0 0 0 0 0 +C630031E19Rik 0 0 0 0 0 0 0 0 +C630043F03Rik 0 0 0 0 1 2 0 0 +C730002L08Rik 1 0 0 1 0 2 0 1 +C730027H18Rik 1 0 0 0 1 3 0 0 +C730036E19Rik 6 0 0 0 0 3 0 0 +C86187 0 0 0 0 0 0 0 0 +C87198 0 0 0 0 0 0 0 0 +C87499 0 0 0 0 0 0 0 0 +C920006O11Rik 0 0 0 1 0 1 1 0 +C920009B18Rik 0 0 0 0 0 0 0 0 +C920021L13Rik 6 0 2 2 1 10 9 2 +Cacnb2 0 3 1 2 0 0 0 1 +Cbwd1 0 0 1 0 0 0 0 0 +Ccdc11 1 1 0 0 0 0 2 0 +Ccdc77 2 1 0 0 3 0 0 1 +Ccl25 1 0 0 0 1 4 2 0 +Cd1d2 0 0 0 0 0 0 0 0 +Cd22 0 0 0 0 0 2 0 2 +Cd40 0 1 0 3 0 0 0 0 +Cdh23 2 0 0 4 2 3 1 2 +Cdk3-ps 0 0 0 0 0 0 0 0 +Ceacam-ps1 0 0 0 0 0 0 0 0 +Cenpk 0 0 0 0 0 0 0 1 +Cep57 0 1 0 0 0 5 2 0 +Ces2d-ps 0 0 0 0 0 0 0 0 +Chka 9 0 0 0 1 9 1 0 +Chkb 14 2 2 2 2 4 0 2 +Chpt1 22 1 3 8 0 25 0 2 +Cldn25 2 0 0 0 0 8 2 0 +Clip4 0 1 4 2 0 0 0 3 +Clk1 16 6 0 8 0 18 6 0 +Cnot2 11 0 2 2 0 5 0 1 +Cops5 8 1 0 1 0 8 0 0 +Cox18 4 0 0 0 1 1 0 0 +Crebzf 21 3 0 0 3 6 9 6 +Crem 5 0 0 1 2 3 5 0 +Crxos1 0 1 0 0 0 0 0 0 +Csf3r 0 0 0 0 0 0 0 0 +Ctc1 0 0 1 1 0 1 0 0 +Ctps2 2 0 0 0 0 1 0 0 +Cts8-ps 0 0 0 0 0 0 0 0 +Cxcl11 0 0 0 0 0 0 0 0 +Cyp2c53-ps 0 0 0 0 0 1 0 0 +Cyp2d13 19 0 0 0 1 20 4 0 +Cyp2d37-ps 2 0 0 0 0 2 0 0 +Cyp3a25 76 0 0 0 30 93 27 0 +Cyp4f41-ps 0 0 0 2 1 2 0 0 +D030018L15Rik 0 0 0 0 0 0 0 0 +D030024E09Rik 0 0 0 0 0 0 0 0 +D030025E07Rik 0 0 0 0 0 0 0 0 +D030025P21Rik 0 1 0 0 0 0 0 1 +D030028A08Rik 1 0 0 0 0 5 0 0 +D030040B21Rik 0 0 0 0 0 0 0 0 +D030045P18Rik 0 0 0 0 0 0 0 0 +D030047H15Rik 0 0 0 0 0 0 0 0 +D130009I18Rik 6 0 0 3 5 1 0 0 +D130017N08Rik 0 0 0 0 0 1 0 0 +D130020L05Rik 8 4 4 0 12 16 8 0 +D130058E03 0 0 0 0 0 0 0 0 +D16Ertd519e 0 0 0 0 0 0 0 0 +D17Ertd648e 0 0 0 1 0 0 0 0 +D230030E09Rik 0 0 0 0 0 0 0 0 +D330022K07Rik 13 6 10 3 1 17 2 4 +D330023K18Rik 0 0 1 0 0 0 2 0 +D330041H03Rik 7 1 0 0 0 12 0 0 +D330050G23Rik 0 2 0 0 0 0 0 0 +D330050I16Rik 3 0 0 1 2 1 4 0 +D430020J02Rik 0 0 0 0 0 1 0 0 +D430036J16Rik 0 0 0 0 0 0 0 0 +D4Ertd617e 0 0 0 0 0 1 0 0 +D530049I02Rik 0 0 0 0 0 0 0 0 +D5Ertd605e 0 0 0 0 0 0 1 0 +D630010B17Rik 0 0 0 0 0 0 0 0 +D630013N20Rik 0 0 0 0 0 0 0 0 +D630024D03Rik 0 0 0 0 0 0 8 0 +D630029K05Rik 0 0 0 0 0 0 0 0 +D630032N06Rik 0 0 0 1 0 0 0 0 +D630041G03Rik 0 0 0 0 0 0 0 0 +D630045M09Rik 0 0 0 0 0 0 0 0 +D6Ertd474e 0 0 0 0 0 0 0 0 +D730001G18Rik 0 0 0 0 0 0 0 0 +D730005E14Rik 0 0 0 1 0 0 0 0 +D730045A05Rik 0 0 0 0 0 0 0 0 +D730050B12Rik 0 0 0 0 0 0 0 0 +D7Ertd143e 36 0 0 0 16 9 12 0 +D7Ertd715e 0 0 0 0 0 0 0 0 +D830005E20Rik 0 3 2 3 0 0 0 1 +D830013O20Rik 0 0 1 0 0 0 0 0 +D830015G02Rik 0 3 5 2 0 0 1 8 +D830026I12Rik 0 0 0 0 0 0 0 2 +D830032E09Rik 0 2 0 0 0 0 0 0 +D830046C22Rik 1 0 0 1 0 0 0 0 +D930007P13Rik 0 0 0 0 0 0 0 0 +D930015M05Rik 6 0 1 1 1 9 1 1 +D930016D06Rik 3 1 0 0 0 3 0 0 +D930028M14Rik 0 0 0 0 0 0 0 0 +D930032P07Rik 0 1 0 0 0 0 0 0 +D930048N14Rik 0 0 0 0 0 1 0 0 +DQ267100 0 0 0 0 0 2 0 0 +DQ267101 0 0 0 0 0 0 0 0 +DQ267102 0 0 0 0 0 0 0 0 +Dancr 20 0 2 5 2 12 3 4 +Dand5 1 0 0 0 1 0 0 0 +Daw1 0 1 0 0 0 0 0 0 +Dcaf11 31 1 1 0 6 57 8 1 +Dctd 0 1 0 0 0 0 0 0 +Deaf1 3 0 2 1 1 7 0 0 +Def8 5 0 0 0 1 9 1 0 +Defa-ps1 0 0 0 0 0 0 0 0 +Defa-ps12 0 0 0 0 0 0 0 0 +Defa-ps13 0 0 0 0 0 0 0 0 +Defb44-ps 0 0 0 0 0 0 0 0 +Dennd2d 1 0 0 0 0 5 0 0 +Dgkh 0 1 0 1 1 0 0 0 +Dio3os 1 1 2 0 0 2 2 1 +Dleu2 868 334 292 862 639 289 781 334 +Dlg1 11 2 2 6 1 18 3 2 +Dlk1 0 0 0 0 0 0 0 0 +Dlx1as 0 0 0 0 0 0 0 0 +Dlx6as1 0 0 0 0 0 0 0 0 +Dlx6as2 0 0 0 0 0 0 0 0 +Dmr 8 0 0 0 0 0 7 0 +Dnajc24 2 0 0 1 0 2 1 2 +Dnajc5 7 1 0 2 1 12 1 0 +Dnm1l 6 0 2 3 0 15 0 0 +Dnm3os 53 242 213 490 36 20 40 307 +Dos 2 0 0 0 0 0 1 1 +Dtnb 8 0 2 0 0 16 0 0 +E030003E18Rik 3 0 0 1 0 3 0 1 +E030011O05Rik 0 1 0 1 0 0 0 0 +E030013I19Rik 0 0 0 0 0 1 0 0 +E030019B13Rik 0 0 0 0 0 0 0 0 +E030024N20Rik 0 0 0 0 0 0 0 0 +E030025P04Rik 0 0 0 0 0 0 0 0 +E030044B06Rik 0 1 0 0 0 0 0 0 +E130006D01Rik 0 0 0 0 0 0 0 0 +E130008D07Rik 0 0 0 0 0 0 0 0 +E130018N17Rik 1 0 0 0 0 0 0 0 +E130102H24Rik 3055 1463 1381 4975 2064 3018 2188 1558 +E130112N10Rik 0 0 1 1 0 1 0 0 +E130114P18Rik 0 0 0 0 0 0 0 0 +E130201H02Rik 0 0 0 0 0 0 0 0 +E130215H24Rik 0 0 0 0 0 0 0 0 +E130218I03Rik 0 0 0 0 0 0 0 0 +E130304I02Rik 0 0 0 0 0 0 0 0 +E130307A14Rik 0 0 1 3 0 1 2 1 +E130310I04Rik 0 0 0 0 0 2 0 0 +E130317F20Rik 3 0 0 1 2 2 0 1 +E230016K23Rik 0 2 4 0 0 0 0 0 +E230016M11Rik 0 1 0 1 1 2 0 0 +E230029C05Rik 0 0 0 0 1 0 0 0 +E2f6 8 2 0 1 0 5 0 0 +E330011O21Rik 0 0 0 0 0 0 0 0 +E330012B07Rik 0 0 0 0 0 0 0 0 +E330013P04Rik 1 0 0 0 0 0 0 0 +E330017L17Rik 0 0 0 0 0 0 0 0 +E330020D12Rik 0 0 0 0 1 1 0 0 +E330023G01Rik 0 0 0 0 0 0 0 0 +E330033B04Rik 0 0 0 0 0 0 0 0 +E430016F16Rik 0 2 0 1 0 0 0 3 +E530001F21Rik 0 0 0 0 0 0 0 0 +E530011L22Rik 3 0 0 1 0 0 0 0 +Eci2 25 0 0 0 3 41 0 0 +Efcab8 0 0 0 0 0 0 0 0 +Elmo1 0 1 2 2 0 0 1 0 +Elp3 10 17 7 2 1 3 1 14 +Emx2os 0 0 0 0 0 0 0 0 +Enoph1 0 0 0 0 1 0 0 0 +Etd 0 0 0 0 0 0 0 0 +Etfb 20 0 1 1 2 29 0 0 +Etohd2 2 0 1 0 0 3 0 0 +F420014N23Rik 8 0 2 4 0 8 0 0 +F630028O10Rik 119 98 109 214 103 53 139 93 +F630042J09Rik 0 0 0 0 0 1 0 0 +F630111L10Rik 0 0 0 0 0 0 0 0 +F630206G17Rik 1 0 0 0 0 3 0 0 +F730035M05Rik 2 0 0 1 5 6 2 1 +F730043M19Rik 0 0 0 0 0 0 0 1 +F830002L21Rik 0 0 0 0 0 0 0 0 +F930015N05Rik 0 0 0 0 0 0 1 0 +Fam120aos 1 0 0 0 0 2 1 0 +Fam120b 16 0 0 2 4 15 2 0 +Fam172a 8 1 1 3 1 7 0 2 +Fam187b 0 0 0 0 1 2 2 0 +Fam19a2 0 1 0 1 1 0 0 1 +Fam19a5 0 0 0 0 0 0 0 0 +Fam214b 0 1 2 0 1 4 3 1 +Fance 0 2 0 0 0 4 0 0 +Fancl 2 0 0 0 0 0 0 0 +Fate1 0 0 0 0 0 0 0 0 +Fbxo34 4 1 1 1 3 4 0 1 +Fcho1 0 0 0 0 0 0 0 0 +Fcrla 0 0 0 0 0 0 1 0 +Fendrr 0 0 0 0 1 1 1 1 +Fgf18 0 0 0 0 0 0 0 0 +Flcn 7 0 1 3 2 8 0 1 +Flt3l 0 0 0 0 0 0 0 1 +Foxl2os 0 0 0 0 0 0 0 0 +Fth1 198 8 4 11 7 375 18 4 +Ftx 382 158 130 262 174 166 264 210 +Fuk 1 0 0 0 0 2 0 0 +Fut4-ps1 0 0 0 0 0 0 0 0 +Fut8 1 1 2 2 1 5 0 1 +Fxyd2 0 0 0 0 0 0 0 0 +G530011O06Rik 0 0 0 1 0 0 0 0 +G630025P09Rik 2 0 0 1 1 5 6 0 +G630055G22Rik 0 0 0 0 0 0 0 0 +G630071F17Rik 0 0 0 0 0 0 0 0 +G630093K05Rik 0 0 0 0 0 0 0 0 +G6b 0 0 1 0 0 0 0 0 +G730013B05Rik 6 2 2 2 0 2 0 0 +Gabpb1 1 0 0 0 0 3 2 1 +Gas5 5709 1275 1001 3375 3854 4602 3877 1194 +Gdap10 1 0 0 0 0 0 0 0 +Gm10007 0 0 0 0 0 0 0 0 +Gm10012 0 0 0 0 0 0 0 0 +Gm10033 5 0 0 4 0 1 0 0 +Gm10046 0 0 0 0 0 0 0 0 +Gm10052 0 1 0 0 0 0 1 1 +Gm10069 553 2 2 1 12 701 37 1 +Gm10125 0 2 2 1 0 1 0 0 +Gm10190 0 0 0 0 0 0 0 1 +Gm10248 0 0 0 0 0 1 0 0 +Gm10272 0 0 0 0 0 0 0 0 +Gm10280 0 1 0 0 0 0 0 0 +Gm10319 3 0 0 0 1 7 1 0 +Gm10336 0 0 0 1 0 0 1 2 +Gm10364 0 0 0 0 0 0 0 0 +Gm10373 0 0 0 0 0 0 0 0 +Gm10389 0 1 0 0 0 0 0 0 +Gm10390 0 0 0 0 2 0 1 0 +Gm10400 0 0 0 0 0 0 0 0 +Gm10409 0 0 0 0 0 0 0 0 +Gm10415 0 1 0 1 0 0 0 0 +Gm10416 0 0 0 0 0 0 0 0 +Gm10421 0 0 0 0 0 0 0 0 +Gm10432 0 1 0 1 0 0 0 1 +Gm10433 1 1 1 0 0 0 1 0 +Gm10440 0 0 0 0 0 0 0 0 +Gm10445 0 0 0 0 0 0 0 0 +Gm10451 0 0 0 0 0 0 0 0 +Gm10466 0 0 0 0 0 0 0 0 +Gm10474 0 0 0 0 0 0 0 0 +Gm10485 0 0 0 0 0 0 0 0 +Gm10494 0 0 0 0 0 0 0 0 +Gm10509 0 0 0 0 0 0 0 0 +Gm10510 0 0 0 0 0 0 0 0 +Gm10512 0 0 0 0 0 0 0 0 +Gm10516 1 0 0 0 1 0 2 0 +Gm10532 3 0 0 0 0 2 0 0 +Gm10536 0 0 0 0 0 0 0 0 +Gm10538 0 0 0 0 0 0 0 0 +Gm10548 1 0 1 2 1 1 1 1 +Gm10549 0 0 0 1 2 0 0 0 +Gm10556 0 0 0 0 0 0 0 0 +Gm10560 0 0 0 0 0 0 0 0 +Gm10578 0 0 0 0 0 0 0 0 +Gm10584 0 0 0 0 1 0 0 1 +Gm10619 0 1 0 0 0 0 0 0 +Gm10635 0 0 0 0 0 0 0 0 +Gm10636 0 0 0 0 0 0 0 1 +Gm10637 0 0 0 0 0 0 0 0 +Gm10638 0 0 0 0 1 0 0 0 +Gm10640 0 0 0 0 0 0 0 0 +Gm10649 0 2 1 0 0 1 1 1 +Gm10653 0 0 0 0 0 0 1 0 +Gm10658 2 0 0 0 1 2 0 0 +Gm10664 0 0 0 0 0 0 0 0 +Gm10677 2 0 0 0 0 1 0 0 +Gm10684 0 0 1 0 0 0 0 0 +Gm10714 0 0 0 0 0 0 0 0 +Gm10731 0 0 0 0 0 0 0 0 +Gm10745 0 0 0 0 0 0 0 0 +Gm10754 0 0 0 0 0 1 0 0 +Gm10768 26 0 0 0 0 29 4 0 +Gm10782 0 0 0 0 0 0 0 0 +Gm10785 4 0 0 3 0 0 0 0 +Gm10787 0 0 0 0 0 0 0 0 +Gm10789 0 0 0 0 0 0 1 0 +Gm10790 0 2 0 0 0 0 0 0 +Gm10791 4 0 0 0 0 6 0 0 +Gm10804 3 0 0 2 1 5 1 0 +Gm10814 0 0 0 0 0 0 0 1 +Gm10818 0 0 0 0 0 0 0 0 +Gm1082 0 0 0 0 0 0 0 0 +Gm10823 0 0 0 0 0 0 0 0 +Gm10825 0 0 0 0 0 0 0 0 +Gm10845 0 0 0 0 0 0 0 0 +Gm10857 0 0 0 0 0 0 0 0 +Gm10863 0 1 0 0 0 0 0 0 +Gm10865 0 0 0 1 2 2 2 1 +Gm10872 0 0 0 0 0 2 0 0 +Gm10941 0 0 0 0 0 0 0 0 +Gm11110 0 0 1 0 0 0 1 0 +Gm11149 0 0 1 0 0 0 0 0 +Gm11166 0 0 0 0 0 0 0 0 +Gm11186 0 0 0 0 0 0 0 0 +Gm11190 0 0 0 0 0 0 0 0 +Gm11194 0 0 1 0 0 0 0 0 +Gm11201 0 0 0 0 0 0 0 0 +Gm11202 0 0 0 0 0 0 0 0 +Gm11213 0 0 1 0 0 0 0 0 +Gm11240 0 0 0 0 0 0 0 0 +Gm11346 2 0 0 0 0 0 0 0 +Gm11351 0 0 0 0 0 0 0 0 +Gm1141 0 0 0 0 0 0 0 0 +Gm11413 0 0 0 0 0 0 0 0 +Gm11426 0 0 0 0 0 0 0 0 +Gm11468 0 0 0 0 0 0 0 0 +Gm11517 0 0 0 0 0 0 0 0 +Gm11529 0 0 0 0 0 0 0 0 +Gm11548 0 0 0 0 0 0 0 0 +Gm11549 0 0 0 0 0 0 0 0 +Gm11602 22 0 4 6 3 18 2 6 +Gm11627 0 0 0 0 0 0 0 0 +Gm11648 0 0 0 0 0 0 0 0 +Gm11696 0 0 1 0 1 0 3 0 +Gm11747 2 1 1 3 1 2 2 0 +Gm11762 0 0 0 0 0 0 1 1 +Gm11944 0 0 0 0 0 0 0 0 +Gm11961 0 0 0 0 0 0 0 0 +Gm11974 3 1 1 0 1 0 5 0 +Gm11978 0 2 0 0 0 0 0 0 +Gm11981 0 0 0 0 0 0 0 0 +Gm11985 0 0 0 0 0 0 0 0 +Gm12060 0 0 0 0 0 1 0 0 +Gm12070 0 0 0 0 0 0 0 0 +Gm12130 0 0 0 0 0 0 0 0 +Gm12159 0 0 1 0 0 0 0 0 +Gm12191 3 0 0 1 0 1 0 1 +Gm12216 5 2 2 0 1 0 4 0 +Gm12228 0 0 0 0 0 0 0 0 +Gm12238 9 2 2 2 4 11 0 2 +Gm12295 0 1 2 1 0 0 0 0 +Gm12298 0 0 0 0 0 0 0 0 +Gm12359 9 1 0 3 0 11 2 0 +Gm12360 0 0 0 0 0 0 0 0 +Gm12409 0 0 0 0 0 0 0 0 +Gm12504 0 0 0 0 0 0 0 0 +Gm12505 0 0 0 0 0 0 0 0 +Gm12522 0 0 0 0 0 0 0 0 +Gm12530 0 0 0 0 0 0 0 0 +Gm12603 0 0 0 0 0 0 0 0 +Gm12633 0 0 0 0 0 0 0 0 +Gm12669 0 1 0 1 0 1 0 0 +Gm12709 0 0 0 0 0 0 0 0 +Gm12718 2 0 0 0 1 3 0 0 +Gm12830 0 0 0 0 0 0 0 0 +Gm12839 0 0 0 0 0 0 0 0 +Gm12992 4 0 0 1 2 7 0 0 +Gm13003 0 0 0 0 0 0 0 0 +Gm13031 0 0 0 0 0 0 0 0 +Gm13032 0 1 2 0 0 0 0 0 +Gm13034 0 0 0 0 0 0 0 0 +Gm13037 0 0 0 0 0 0 0 0 +Gm13238 0 0 0 0 0 0 0 0 +Gm13293 0 0 0 0 0 0 0 0 +Gm13315 0 0 1 0 0 0 0 0 +Gm13363 0 0 0 1 1 0 0 0 +Gm13375 0 0 0 0 1 2 1 1 +Gm13399 0 0 0 0 0 0 0 0 +Gm13446 0 0 0 0 0 0 0 0 +Gm13483 2 1 1 0 0 0 0 0 +Gm13490 0 0 0 0 0 1 0 0 +Gm13497 0 0 0 0 0 1 0 0 +Gm13498 0 0 0 0 0 0 0 0 +Gm13539 0 0 0 0 0 0 0 0 +Gm13544 0 0 0 0 0 0 0 0 +Gm13546 0 0 0 0 0 0 0 0 +Gm13580 0 0 0 0 0 0 0 0 +Gm13582 0 0 0 0 0 0 0 0 +Gm13629 0 0 1 0 0 0 0 2 +Gm13704 0 0 0 0 0 0 0 0 +Gm13710 0 0 0 0 0 0 0 0 +Gm13749 0 0 0 0 0 0 0 0 +Gm13752 0 0 0 0 0 0 0 0 +Gm13807 2 0 0 0 0 0 0 0 +Gm13845 0 0 0 0 0 1 0 0 +Gm13939 0 1 0 0 0 2 0 0 +Gm13944 2 0 0 0 0 2 1 0 +Gm14005 3 6 3 5 0 8 0 1 +Gm14015 0 0 0 0 0 0 0 0 +Gm14023 0 2 0 1 0 0 0 0 +Gm14047 0 0 0 0 0 0 0 0 +Gm14057 0 0 0 0 0 0 0 0 +Gm14164 0 0 1 0 1 0 0 0 +Gm14169 0 0 0 0 0 0 0 0 +Gm14204 0 0 0 0 0 0 0 0 +Gm14207 1 2 2 5 0 0 0 1 +Gm14318 0 1 0 0 0 1 0 0 +Gm14327 0 0 0 0 0 0 0 0 +Gm14379 0 0 0 0 0 0 0 0 +Gm14403 1 0 0 0 0 5 0 0 +Gm14405 0 0 0 0 0 0 0 0 +Gm14492 0 0 0 0 0 0 3 0 +Gm14634 0 0 1 0 0 0 1 1 +Gm14635 0 0 0 0 0 0 0 0 +Gm14718 0 0 0 0 0 0 0 0 +Gm14812 0 0 0 0 0 0 0 0 +Gm14827 0 0 0 0 0 0 0 0 +Gm14858 0 0 0 0 0 0 0 0 +Gm14872 1 1 0 0 4 1 0 0 +Gm14873 0 0 0 0 0 0 0 0 +Gm15008 0 0 0 0 0 0 0 0 +Gm15133 0 0 0 0 0 0 0 0 +Gm15179 0 0 0 0 0 0 0 0 +Gm15217 1 0 0 1 0 0 0 0 +Gm15328 0 0 0 0 0 0 0 0 +Gm15348 0 0 0 0 1 2 0 0 +Gm15350 0 0 0 0 0 0 0 0 +Gm15401 0 0 0 2 0 0 0 0 +Gm15408 0 0 0 0 0 2 0 0 +Gm15412 0 0 0 0 0 0 0 0 +Gm15413 0 0 0 0 0 0 0 0 +Gm15417 4 2 3 2 4 7 13 0 +Gm15421 0 0 0 0 0 1 0 0 +Gm15441 6 6 3 3 1 11 7 6 +Gm15446 0 0 0 0 0 0 0 0 +Gm15471 0 0 0 0 0 1 0 0 +Gm15545 1 0 1 1 0 1 0 0 +Gm15612 0 0 0 0 0 1 0 0 +Gm15645 0 0 0 0 0 0 0 0 +Gm15663 0 1 0 0 0 0 0 0 +Gm15698 0 0 0 0 0 0 0 0 +Gm15706 0 0 0 0 0 1 0 0 +Gm15708 0 0 0 0 0 0 0 0 +Gm15713 1 0 2 1 0 3 0 0 +Gm15760 1 0 0 2 0 0 0 0 +Gm15772 0 0 0 0 0 2 0 0 +Gm15787 2 0 0 0 6 2 4 0 +Gm15850 0 0 4 0 0 0 0 0 +Gm15880 1 0 0 0 0 0 0 0 +Gm15910 0 0 0 0 0 0 0 2 +Gm15915 0 0 0 0 0 0 0 0 +Gm15941 0 0 0 0 0 0 0 1 +Gm15987 0 0 0 0 0 0 0 0 +Gm15997 0 1 0 0 0 0 0 0 +Gm16023 15 0 0 2 0 41 3 0 +Gm16039 8 2 3 4 2 2 4 2 +Gm16062 0 0 0 0 0 3 0 0 +Gm16063 0 0 0 0 0 0 0 0 +Gm16065 0 0 0 0 0 0 0 0 +Gm16119 1 0 0 3 4 8 8 0 +Gm16157 11 0 0 0 5 6 0 0 +Gm16197 0 0 0 0 0 1 0 0 +Gm16287 0 0 0 0 0 0 0 0 +Gm16291 2 3 2 0 1 5 0 1 +Gm16294 0 0 0 0 0 0 0 0 +Gm1631 0 0 0 0 0 0 0 0 +Gm16325 0 0 0 0 0 0 0 0 +Gm16336 0 0 0 0 0 0 0 0 +Gm16386 0 1 0 0 0 0 0 0 +Gm16497 0 0 0 0 0 0 0 0 +Gm16516 1 0 1 0 0 0 0 0 +Gm16523 0 0 0 0 0 0 0 0 +Gm1653 0 0 0 0 0 0 0 0 +Gm16548 1 0 0 0 1 3 1 0 +Gm16551 5 0 0 0 0 3 3 0 +Gm16576 0 0 0 0 0 0 0 0 +Gm16596 0 3 3 3 0 0 0 3 +Gm16617 0 0 0 0 0 0 0 0 +Gm16675 3 0 0 0 0 4 0 0 +Gm16677 0 0 0 0 0 0 0 0 +Gm16701 0 1 0 0 0 0 0 0 +Gm16702 0 0 0 0 0 0 0 0 +Gm16793 6 0 0 0 0 2 0 0 +Gm16796 0 0 0 0 0 0 0 0 +Gm16833 4 0 0 2 1 4 3 1 +Gm16845 8 0 4 4 2 6 6 0 +Gm16853 0 0 0 0 0 0 0 0 +Gm16861 4 1 0 1 1 6 1 1 +Gm16863 0 1 1 0 0 0 0 0 +Gm16880 4 0 0 0 1 2 0 0 +Gm16894 0 0 0 1 0 0 0 0 +Gm16897 0 0 0 1 0 0 1 2 +Gm16907 3 0 0 0 0 2 0 0 +Gm16938 0 0 0 0 0 0 0 0 +Gm16973 4 0 0 2 0 2 0 0 +Gm16982 0 0 0 0 0 1 0 0 +Gm16998 2 1 2 0 8 5 9 1 +Gm17066 0 0 1 0 0 2 0 0 +Gm1715 0 0 0 0 0 0 0 0 +Gm1720 0 0 0 0 0 0 0 0 +Gm17644 0 0 0 0 0 0 0 0 +Gm17745 0 0 0 1 0 0 0 1 +Gm17746 0 0 0 0 0 0 0 0 +Gm17751 0 0 0 0 0 0 0 0 +Gm17757 0 0 0 0 0 0 0 0 +Gm17762 0 1 0 0 1 0 0 0 +Gm17769 0 1 1 0 0 0 0 2 +Gm17801 0 0 0 0 0 0 0 0 +Gm17821 0 0 0 0 0 0 0 0 +Gm17830 0 0 0 0 0 0 0 0 +Gm1821 1 0 0 0 0 0 1 0 +Gm18409 0 0 0 0 0 0 0 0 +Gm18853 0 0 0 0 0 0 0 0 +Gm19276 0 0 1 0 0 0 0 0 +Gm19277 0 0 0 0 0 0 0 0 +Gm19299 0 0 0 0 0 0 0 0 +Gm19303 0 1 0 0 0 0 0 0 +Gm19395 0 0 0 0 0 0 0 0 +Gm19424 0 0 0 0 0 0 0 0 +Gm1943 0 0 0 0 0 0 0 0 +Gm19434 0 0 0 0 0 0 0 0 +Gm19461 3 0 1 0 0 7 0 0 +Gm19466 0 2 1 0 0 2 0 0 +Gm19510 0 0 0 0 0 0 0 0 +Gm19522 1 0 1 1 0 3 0 2 +Gm19557 0 0 0 1 0 0 0 0 +Gm19583 0 0 0 0 0 0 0 0 +Gm19589 0 0 0 0 0 0 0 0 +Gm19619 0 0 0 0 0 0 0 0 +Gm1968 0 0 0 0 0 0 0 0 +Gm19689 0 0 0 0 0 0 0 0 +Gm19705 0 2 2 0 0 0 0 0 +Gm19710 2 0 0 0 0 3 0 0 +Gm19757 0 0 0 0 0 0 0 0 +Gm1976 2 0 0 0 0 6 0 0 +Gm19782 2 2 1 0 0 0 0 0 +Gm19784 0 0 0 0 0 0 0 0 +Gm19897 0 0 0 0 0 0 0 0 +Gm1995 0 0 0 0 0 0 0 0 +Gm19990 0 0 0 0 0 0 0 0 +Gm20063 0 0 0 0 0 0 0 0 +Gm20098 0 0 0 0 0 0 0 0 +Gm2011 0 0 0 0 0 0 0 0 +Gm20110 0 0 0 0 0 0 0 2 +Gm20125 0 1 0 0 0 0 0 0 +Gm20139 0 0 0 2 0 0 0 0 +Gm20187 0 0 0 0 0 0 0 0 +Gm20199 0 0 0 1 0 0 0 0 +Gm20257 0 0 0 0 0 0 0 0 +Gm20268 0 0 0 0 0 0 0 0 +Gm2027 0 0 0 0 0 0 0 0 +Gm20300 2 0 0 0 0 4 0 0 +Gm20324 0 0 0 0 0 0 0 0 +Gm20337 0 0 0 0 0 0 1 0 +Gm20356 0 0 0 0 0 0 0 0 +Gm20362 0 0 0 0 0 0 0 0 +Gm20554 0 0 0 0 0 0 0 0 +Gm20556 0 0 0 0 0 0 0 0 +Gm20597 0 0 0 0 0 0 0 0 +Gm20605 4 0 0 0 1 2 0 0 +Gm2061 5 0 0 0 0 0 0 0 +Gm20611 0 0 0 0 0 0 0 0 +Gm20735 0 0 0 0 0 0 0 0 +Gm20740 0 0 0 0 0 0 0 0 +Gm20741 0 0 0 0 0 0 0 0 +Gm20743 0 0 0 0 0 0 0 0 +Gm20744 0 0 0 0 0 0 0 0 +Gm20745 0 0 1 0 0 0 0 0 +Gm20748 0 0 0 0 0 0 0 0 +Gm20750 0 0 0 0 0 0 0 0 +Gm20751 0 0 0 0 0 0 0 0 +Gm20752 0 0 0 0 0 0 0 0 +Gm20753 0 0 0 0 0 0 0 0 +Gm20754 1 0 0 1 0 0 0 0 +Gm20755 0 0 0 0 0 0 0 0 +Gm20756 0 0 0 0 0 1 0 0 +Gm20757 0 2 1 0 2 0 0 0 +Gm20758 0 0 0 0 0 0 0 0 +Gm20759 0 0 0 0 0 0 0 0 +Gm20857 0 0 0 0 0 0 0 0 +Gm20858 0 0 0 0 0 0 0 0 +Gm20871 0 0 0 0 0 0 0 0 +Gm21057 0 0 1 0 0 0 0 0 +Gm2109 0 0 0 0 0 0 0 0 +Gm2115 0 0 0 0 0 0 0 0 +Gm21221 0 0 0 0 0 0 0 0 +Gm21269 0 0 0 0 0 0 0 0 +Gm21276 0 0 0 0 0 0 0 0 +Gm21284 0 0 0 2 0 0 0 1 +Gm2176 0 0 0 0 0 0 0 0 +Gm21944 1 0 0 0 0 3 0 0 +Gm2381 0 0 0 0 0 0 0 0 +Gm2447 0 0 0 0 0 0 0 1 +Gm2516 0 0 0 0 0 0 0 0 +Gm2518 2 0 1 1 0 2 2 0 +Gm2694 0 1 0 0 0 0 0 0 +Gm2721 0 0 0 0 0 0 0 0 +Gm2762 0 1 0 0 0 0 0 0 +Gm2837 0 0 0 0 0 0 0 0 +Gm2848 0 0 0 0 0 0 0 0 +Gm3002 0 0 0 0 0 0 0 0 +Gm3020 0 0 0 0 0 0 0 0 +Gm3086 2 0 0 0 0 1 0 1 +Gm3143 0 0 0 0 0 0 0 0 +Gm3219 1 0 0 0 0 5 0 0 +Gm3230 1 0 0 0 0 5 1 0 +Gm3279 0 0 0 0 0 0 0 0 +Gm3414 1 0 0 0 0 0 0 1 +Gm3428 0 0 0 0 0 0 0 0 +Gm3434 0 0 0 0 0 0 0 0 +Gm3716 0 0 0 0 0 0 0 0 +Gm3833 0 0 0 0 0 0 0 0 +Gm3893 0 0 0 0 0 0 0 0 +Gm3925 0 0 0 0 0 0 0 0 +Gm4013 0 0 0 0 0 0 0 0 +Gm41 0 0 0 0 0 0 0 0 +Gm4224 0 0 0 0 0 0 0 0 +Gm4251 0 0 0 0 0 0 0 0 +Gm4262 0 0 0 0 0 0 0 0 +Gm4265 4 0 0 0 0 0 0 0 +Gm4278 0 0 0 0 0 0 0 0 +Gm4285 0 0 0 1 0 1 1 0 +Gm4349 0 0 0 0 0 0 0 0 +Gm4371 0 1 0 0 0 0 0 2 +Gm4432 0 0 0 0 0 0 0 0 +Gm4489 0 0 0 0 0 0 0 0 +Gm4532 1 0 1 0 0 0 0 1 +Gm4541 0 0 0 0 0 0 0 0 +Gm4566 0 0 0 0 0 0 0 0 +Gm4598 0 0 0 0 0 0 0 0 +Gm4710 0 0 0 0 0 0 0 0 +Gm4719 0 0 0 0 0 0 0 0 +Gm4759 0 0 0 0 0 0 0 0 +Gm4776 0 0 0 0 0 0 0 0 +Gm4792 0 0 0 0 0 0 0 0 +Gm4814 0 0 0 0 0 0 0 0 +Gm4827 0 0 0 0 0 0 0 0 +Gm4850 0 0 0 0 0 0 0 0 +Gm4872 0 0 0 0 0 0 0 0 +Gm4890 0 0 0 2 0 2 0 0 +Gm4926 0 0 0 0 0 0 0 0 +Gm4956 1 0 0 0 0 1 0 0 +Gm4961 0 0 0 0 0 0 0 0 +Gm4971 0 0 0 0 0 0 0 0 +Gm5 0 0 0 0 0 0 0 0 +Gm5039 0 0 0 0 0 0 0 0 +Gm5065 0 0 0 0 0 0 0 0 +Gm5069 0 0 0 0 0 0 0 0 +Gm5083 0 0 0 0 0 0 0 0 +Gm5084 0 0 0 0 0 0 0 0 +Gm5086 0 0 0 0 0 0 0 0 +Gm5088 0 0 1 1 0 0 0 2 +Gm5089 10 1 1 0 0 19 1 2 +Gm5091 0 0 0 0 0 0 0 0 +Gm5095 1 1 0 1 0 1 0 0 +Gm5105 0 3 2 2 0 0 0 0 +Gm5122 0 0 0 0 0 0 0 0 +Gm5124 0 0 0 0 0 0 0 0 +Gm5126 0 0 0 0 0 0 0 0 +Gm5129 1 0 0 1 1 0 0 0 +Gm5166 0 0 0 0 0 0 0 0 +Gm5176 0 0 0 0 0 0 2 0 +Gm5177 0 0 0 0 0 0 0 0 +Gm53 0 0 0 0 0 0 0 0 +Gm5334 0 0 0 0 0 0 0 0 +Gm5420 0 0 0 0 0 0 0 0 +Gm5424 93 1 0 0 5 77 5 0 +Gm5434 0 0 0 0 0 0 0 0 +Gm5441 0 31 33 36 0 0 1 41 +Gm5468 0 0 0 0 0 0 0 0 +Gm5475 0 0 0 0 0 0 0 0 +Gm5476 0 0 0 0 0 0 0 0 +Gm5477 0 0 0 0 0 0 0 0 +Gm5478 0 0 0 0 0 0 0 0 +Gm5480 0 0 0 0 0 0 0 0 +Gm5485 0 0 0 0 0 0 0 0 +Gm5512 7 1 1 0 0 2 1 0 +Gm5523 0 0 0 0 0 0 0 0 +Gm5547 0 0 0 0 0 0 0 0 +Gm5577 0 0 0 0 0 0 0 0 +Gm5607 0 0 0 0 0 2 0 0 +Gm5627 2 0 0 0 0 0 0 0 +Gm5643 0 0 0 0 0 0 1 1 +Gm5712 0 0 0 0 0 0 0 0 +Gm5766 0 0 0 0 0 0 0 0 +Gm5779 0 0 0 0 0 0 0 0 +Gm5801 3 0 0 0 0 0 0 0 +Gm5833 0 0 0 0 0 0 0 0 +Gm5860 0 0 1 0 0 0 0 0 +Gm5925 0 0 0 0 0 0 0 0 +Gm6042 0 0 0 0 0 0 0 0 +Gm6083 0 0 0 0 0 0 0 0 +Gm6116 0 0 1 0 0 0 0 0 +Gm6150 0 0 0 0 0 0 0 0 +Gm6194 0 0 0 0 0 0 0 0 +Gm6213 0 0 0 0 0 0 0 1 +Gm6225 0 0 0 0 3 0 3 2 +Gm6249 0 0 0 0 0 0 0 0 +Gm6260 0 0 0 0 0 0 0 0 +Gm6268 0 0 0 0 0 0 0 0 +Gm6277 1 0 0 1 1 0 0 0 +Gm6297 0 0 0 2 0 0 2 0 +Gm6300 0 0 0 0 0 0 0 0 +Gm6307 0 6 6 29 0 0 2 9 +Gm6313 0 2 1 8 0 0 0 4 +Gm6329 0 0 0 0 0 0 0 0 +Gm6367 0 0 0 0 0 0 0 0 +Gm6402 0 0 0 0 0 0 0 0 +Gm6416 0 0 0 0 0 0 0 0 +Gm6455 0 0 0 0 0 0 0 0 +Gm6498 1 0 0 0 0 1 0 0 +Gm6524 0 0 0 0 0 0 0 0 +Gm6525 0 0 0 0 0 0 0 0 +Gm6548 0 1 0 0 0 2 0 0 +Gm6567 0 0 0 0 0 0 0 0 +Gm6568 0 0 0 0 0 2 0 0 +Gm6578 0 0 0 0 0 0 0 0 +Gm6602 0 0 0 0 0 0 0 0 +Gm6607 0 0 0 0 0 0 0 0 +Gm6623 0 0 0 0 0 0 0 0 +Gm6634 0 0 0 0 0 0 0 0 +Gm6639 0 0 0 0 0 0 0 0 +Gm6642 0 0 0 0 0 0 0 0 +Gm6644 0 1 0 0 1 0 0 0 +Gm6654 0 0 0 0 0 0 0 0 +Gm6682 0 0 0 0 0 0 0 0 +Gm6756 0 0 0 0 0 0 0 0 +Gm6787 0 0 0 0 0 0 0 0 +Gm6793 4 0 1 0 0 1 0 0 +Gm6815 0 0 0 0 0 0 0 0 +Gm6936 0 0 0 0 0 0 0 0 +Gm6938 0 0 0 0 0 0 0 0 +Gm6981 3 1 0 0 0 1 3 0 +Gm6994 0 0 0 0 0 0 0 0 +Gm7008 1 0 0 0 0 1 0 0 +Gm7056 0 0 0 0 0 0 0 0 +Gm7104 0 0 0 0 0 0 0 0 +Gm7134 0 0 0 0 0 0 0 0 +Gm7271 0 0 0 0 0 0 0 0 +Gm7334 0 0 0 0 0 0 0 0 +Gm7337 0 0 0 0 0 0 0 0 +Gm7367 2 1 0 1 0 1 0 0 +Gm7444 0 0 0 0 0 0 0 0 +Gm7457 0 0 0 0 0 0 0 0 +Gm7538 0 0 0 0 0 0 0 0 +Gm7550 0 0 0 0 0 0 0 0 +Gm7854 8 1 2 1 7 1 3 0 +Gm7904 0 0 0 0 0 0 0 0 +Gm7977 0 0 0 0 0 0 0 0 +Gm805 0 0 0 1 0 0 0 0 +Gm8096 0 0 0 0 0 0 0 0 +Gm8179 0 0 0 0 0 0 0 0 +Gm8221 0 0 0 0 0 0 0 0 +Gm8234 0 0 0 0 0 0 0 0 +Gm833 0 0 0 0 0 0 0 0 +Gm8363 0 0 0 0 0 0 0 0 +Gm839 0 0 0 0 0 0 0 0 +Gm8579 0 0 0 0 0 0 0 0 +Gm8580 0 0 0 0 0 0 0 0 +Gm8615 1 0 0 0 1 3 0 0 +Gm8633 0 0 0 0 0 0 0 0 +Gm8709 0 0 0 0 0 0 0 0 +Gm872 0 0 0 0 0 0 0 0 +Gm8773 0 0 0 0 0 0 0 0 +Gm8801 0 0 0 0 0 0 0 0 +Gm8883 4 0 0 0 0 10 2 0 +Gm8884 0 0 0 0 0 0 0 0 +Gm8979 0 0 0 0 0 0 0 0 +Gm8989 0 0 0 0 0 0 0 0 +Gm9054 1 0 0 1 0 0 0 0 +Gm9079 0 0 0 0 0 0 0 0 +Gm9159 0 0 0 0 0 0 0 0 +Gm9199 0 0 0 0 0 0 0 0 +Gm9696 0 0 0 0 0 0 0 0 +Gm9731 0 0 0 0 0 0 0 0 +Gm9767 0 0 0 0 0 0 0 0 +Gm9776 1 0 0 2 4 0 0 0 +Gm9833 0 0 0 0 0 0 0 0 +Gm9855 0 0 0 0 0 0 0 0 +Gm9866 0 0 0 0 0 0 0 0 +Gm9871 0 0 0 0 0 0 0 0 +Gm9895 1 1 0 0 1 4 1 0 +Gm9899 0 1 1 2 0 0 0 1 +Gm9920 2 0 0 0 1 2 1 0 +Gm9926 0 0 0 0 0 0 0 0 +Gm9958 0 0 0 0 0 0 0 0 +Gm9961 4 0 0 1 3 1 1 0 +Gm9962 0 0 0 0 0 0 0 0 +Gm9999 0 0 0 0 0 1 4 0 +Gnas 81 7 13 7 3 65 13 9 +Gnb5 2 1 0 0 0 0 0 0 +Gorasp2 4 0 0 2 1 14 2 1 +Gpr137b-ps 1 1 1 0 0 0 0 2 +Gpr19 0 0 0 0 1 0 0 0 +Gpx2-ps1 0 0 0 0 0 0 0 0 +Grip1 0 1 0 0 0 1 0 0 +Gsdmcl-ps 1 0 0 0 0 0 0 0 +Gt(ROSA)26Sor 3 3 9 1 0 4 3 3 +H19 0 1 1 0 1 0 3 0 +H2-K2 1 0 0 0 0 3 1 0 +H2-Q5 0 0 0 0 0 0 0 0 +H2-T10 1 0 0 1 0 3 0 0 +H2afy3 0 0 0 0 0 0 0 0 +Has2as 0 0 0 0 0 0 0 0 +Hdac10 0 0 0 0 0 18 0 0 +Hgd 55 0 1 0 4 71 6 0 +Hhatl 0 0 0 1 0 0 0 0 +Hmga2-ps1 0 0 0 0 0 0 0 0 +Hmgb1-rs17 0 0 0 0 0 0 0 0 +Hotair 0 0 0 0 0 0 0 0 +Hoxa11as 0 0 0 0 0 0 0 0 +Hoxd11 0 0 0 0 0 0 0 0 +Hrh3 0 0 0 0 0 0 0 0 +Hsf4 9 0 1 1 2 2 2 0 +Hspa13 3 0 0 0 1 6 2 0 +Hyi 1 0 0 0 0 5 4 0 +I730028E13Rik 0 0 0 0 0 0 0 0 +I730030J21Rik 0 0 0 0 0 0 0 0 +Icmt 5 0 0 1 0 8 0 0 +Igf2as 0 0 0 0 0 0 0 0 +Il15ra 18 2 0 6 14 34 4 0 +Il4 0 0 0 0 0 0 0 0 +Ippk 5 1 2 1 0 4 1 1 +Ipw 0 0 1 1 0 0 0 0 +Irf3 3 1 0 0 0 1 0 0 +Jmjd4 2 1 1 0 1 7 3 0 +Jpx 1 0 0 2 2 6 1 0 +Kat5 1 0 1 0 4 5 0 1 +Kcnj15 0 0 0 0 0 0 0 0 +Kcnk2 4 1 0 0 0 0 1 1 +Kcnq1ot1 7 1 0 0 0 5 1 2 +Kctd18 0 0 0 0 0 0 0 0 +Khdrbs1 1 0 0 1 0 2 1 1 +Kif4-ps 0 0 0 0 0 0 0 0 +Kis2 0 0 0 0 2 0 0 0 +Klc2 1 0 0 0 2 1 0 1 +Klk1b7-ps 0 0 0 0 0 0 0 0 +Klra13-ps 0 0 0 0 0 0 0 0 +Klrb1-ps1 0 0 0 0 0 0 0 0 +Klrb1f 0 0 0 0 0 0 0 0 +Krit1 1 1 1 1 0 1 0 0 +Krt74 0 0 0 0 0 0 0 0 +LOC100043315 0 0 0 0 0 0 0 1 +LOC100503496 0 0 0 0 0 2 1 0 +LOC100504039 0 0 0 0 0 0 0 0 +LOC100504703 0 0 0 0 0 0 0 0 +LOC101243624 0 0 0 0 0 0 0 0 +LOC101410165 0 1 0 0 0 1 0 0 +LOC106740 0 0 0 0 0 0 0 0 +LOC171588 0 0 0 0 0 0 0 0 +Ldha 9 1 4 4 2 12 10 1 +Lilra6 0 0 0 0 0 0 0 0 +Lins 0 0 0 0 0 3 1 0 +Lmf1 4 1 3 1 0 3 0 1 +Lrp8 0 2 0 0 0 0 0 0 +Lrrc28 12 0 2 0 2 40 2 2 +Lrrc57 0 0 0 1 0 1 4 0 +Lrrtm4 0 0 0 0 0 0 0 0 +Luc7l 12 0 4 2 0 16 2 0 +Ly9 0 0 0 0 0 0 0 0 +Lypd6 0 2 1 0 0 0 0 0 +Mageb16-ps1 0 0 0 0 0 0 0 0 +Magix 0 0 0 1 1 3 0 0 +Malat1 167 36 41 25 9 201 31 50 +Map1lc3a 6 1 0 2 0 9 0 3 +March2 14 4 2 0 0 12 2 2 +Marcksl1-ps4 0 0 0 0 0 1 0 0 +Mcpt-ps1 0 0 0 0 0 0 0 0 +Mdp1 1 0 0 1 0 2 0 2 +Mea1 3 1 0 1 2 4 2 0 +Meg3 0 4 4 4 0 0 0 0 +Mgarp 0 0 0 0 0 0 0 0 +Miat 0 0 0 0 0 0 0 0 +Milr1 0 0 0 0 0 2 0 0 +Minos1 11 1 2 3 1 1 3 0 +Mipep 4 1 2 1 0 6 0 0 +Mir100 693 2238 1520 1200 566 268 603 1749 +Mir101a 3053 1460 1381 4974 2064 3015 2188 1557 +Mir101b 17063 635 544 1984 11066 16253 10901 573 +Mir101c 1 0 0 1 0 2 1 0 +Mir103-1 4 0 0 3 3 3 1 0 +Mir103-2 17 7 6 9 10 13 15 4 +Mir105 0 0 0 0 0 0 0 0 +Mir106a 0 0 0 0 2 0 0 0 +Mir106b 181 101 84 348 113 148 137 118 +Mir107 1034 175 112 413 641 704 622 142 +Mir10a 70833 35173 68923 40444 59554 43045 70877 46830 +Mir10b 3002 34668 54096 51870 1080 1189 1777 49658 +Mir1186 0 0 0 0 0 0 0 0 +Mir1186b 0 0 0 0 0 0 0 0 +Mir1187 0 0 0 0 0 0 0 0 +Mir1188 0 0 0 0 0 0 0 0 +Mir1190 0 0 0 0 0 0 0 0 +Mir1191 17 0 1 1 0 10 4 1 +Mir1192 0 0 0 0 0 0 0 0 +Mir1193 1 1 0 0 0 0 0 1 +Mir1195 37 9 6 11 17 41 12 11 +Mir1196 0 0 0 0 0 3 0 1 +Mir1197 0 0 0 0 0 0 0 0 +Mir1198 12 1 1 3 2 16 6 2 +Mir1199 1 3 1 4 1 0 0 1 +Mir1224 0 0 0 0 0 0 0 0 +Mir122a 29767 12 7 27 24233 11911 24463 8 +Mir1247 38 27 15 29 54 42 67 28 +Mir1249 19 39 39 52 29 9 16 37 +Mir124a-1 0 0 0 0 0 0 0 0 +Mir124a-2 0 0 0 0 0 0 0 0 +Mir124a-3 0 0 0 0 0 0 0 0 +Mir1251 0 0 0 0 0 0 0 0 +Mir125a 2326 7567 7389 7258 1696 731 1947 8953 +Mir125b-1 30 131 92 190 18 6 23 119 +Mir125b-2 156 771 591 1284 149 60 133 693 +Mir126 47368 70166 59307 88603 32811 17742 39170 65553 +Mir1264 0 0 0 0 0 0 0 0 +Mir127 2961 2178 2096 2262 1398 474 776 2284 +Mir128-1 19 116 82 175 20 14 24 77 +Mir128-2 0 5 0 18 1 0 1 10 +Mir129-1 1 0 0 0 1 2 0 0 +Mir129-2 0 0 0 1 0 0 0 0 +Mir1298 0 0 0 0 0 0 0 0 +Mir1306 4 1 1 6 2 2 2 2 +Mir130a 1969 1056 835 1976 1464 1104 1659 985 +Mir130b 18 18 13 27 14 8 23 14 +Mir132 38 136 125 329 22 30 28 149 +Mir133a-1 0 16 11 25 0 0 0 8 +Mir133a-2 0 1 0 1 0 0 0 0 +Mir133b 0 32 26 77 0 0 0 24 +Mir134 7 2 6 10 7 0 0 8 +Mir135a-1 1 0 0 0 0 0 0 0 +Mir135a-2 0 0 0 0 0 0 0 0 +Mir135b 0 1 0 0 0 0 0 1 +Mir136 132 80 76 300 36 13 27 89 +Mir137 13 0 0 0 8 2 6 0 +Mir138-1 0 1 0 2 0 0 0 0 +Mir138-2 0 1 0 1 0 0 0 0 +Mir139 103 79 69 217 66 74 63 80 +Mir140 1287 1205 988 3410 801 1109 831 1164 +Mir141 483 22 17 15 120 43 119 16 +Mir142 4349 1888 1187 2574 2290 1519 4278 1577 +Mir143 89792 228272 227298 428463 57040 70208 65791 232955 +Mir143hg 90501 229566 228498 430054 57480 70435 66297 234533 +Mir144 723 3833 2417 1050 468 333 1107 3778 +Mir145 705 1294 1200 1591 440 227 505 1577 +Mir146 2127 1901 1694 2555 1377 781 1758 1724 +Mir146b 0 1 1 0 0 0 0 0 +Mir147 1 0 1 1 0 0 1 0 +Mir148a 258578 26191 24636 39859 177349 256441 193465 25878 +Mir148b 1805 1070 970 1998 1321 1056 1482 1001 +Mir149 25 1399 1123 2295 9 8 16 1289 +Mir150 286 844 685 1193 99 78 170 874 +Mir152 340 255 216 670 226 206 211 274 +Mir153 0 31 32 36 0 0 1 40 +Mir154 2 2 0 6 3 0 0 5 +Mir155 14 83 79 192 3 8 9 75 +Mir15a 770 294 256 774 568 233 703 285 +Mir15b 163 121 97 231 101 87 153 111 +Mir16-1 95 39 34 87 71 50 76 47 +Mir16-2 17 18 11 26 18 9 23 11 +Mir17 96 55 36 122 63 51 76 35 +Mir17hg 32320 7428 6690 16161 24182 24856 25904 7910 +Mir18 7 7 7 8 9 4 13 7 +Mir181a-1 17 76 61 241 14 10 11 76 +Mir181a-2 78 475 398 1155 69 115 82 445 +Mir181b-1 0 5 4 5 0 0 0 5 +Mir181b-2 2 18 17 88 1 5 4 19 +Mir181c 567 3488 3113 11824 366 384 427 3436 +Mir181d 60 416 340 771 42 46 38 426 +Mir182 1655 49 26 54 879 3409 1075 42 +Mir183 156 12 2 4 71 181 130 7 +Mir1839 301 114 75 416 183 244 226 96 +Mir184 4 55 41 90 0 2 2 53 +Mir1843 524 146 133 452 386 589 431 121 +Mir1843b 272 148 109 300 196 335 243 137 +Mir185 31 39 24 161 23 16 16 21 +Mir186 2037 2945 2416 4145 1434 738 1809 2711 +Mir187 10 8 6 14 19 5 7 13 +Mir188 5 6 8 7 5 0 2 8 +Mir1892 0 0 0 1 0 1 0 0 +Mir1893 0 0 0 0 0 0 0 0 +Mir1894 0 0 0 0 0 0 0 0 +Mir1895 0 0 0 0 0 0 0 0 +Mir1896 0 0 0 0 0 0 0 0 +Mir1897 0 0 0 0 0 0 0 0 +Mir1898 0 0 0 0 0 0 0 0 +Mir1899 0 0 0 0 0 0 0 0 +Mir18b 0 0 0 0 0 0 0 0 +Mir190 10 20 19 65 9 5 10 25 +Mir1900 0 0 0 0 0 0 0 0 +Mir1901 0 0 0 0 0 0 0 0 +Mir1902 0 0 0 0 0 0 0 0 +Mir1903 0 0 0 0 0 0 0 0 +Mir1904 0 0 0 0 0 0 0 0 +Mir1905 0 0 0 0 0 0 0 0 +Mir1906-1 0 0 0 0 0 0 0 0 +Mir1906-2 0 0 0 0 0 0 0 0 +Mir1907 0 1 0 0 0 0 0 0 +Mir190b 0 2 3 8 1 0 1 4 +Mir191 22730 26548 23372 22481 18726 13095 22490 25448 +Mir1912 0 0 0 0 0 0 0 0 +Mir192 662133 3214 3163 6029 490327 630849 526600 3252 +Mir1928 0 0 0 0 0 0 0 0 +Mir1929 0 0 2 1 0 0 0 1 +Mir193 167 2 2 4 101 61 83 1 +Mir1930 0 0 0 0 0 0 0 0 +Mir1931 0 0 0 0 0 0 0 0 +Mir1932 0 0 0 0 0 0 0 0 +Mir1933 2 6 2 14 0 0 1 1 +Mir1934 2 3 1 3 0 0 0 0 +Mir1935 0 0 0 0 0 1 1 0 +Mir1936 0 0 0 0 0 0 0 0 +Mir1938 0 1 0 2 0 0 0 1 +Mir193b 8 55 45 93 4 9 8 38 +Mir194-1 220 6 13 8 160 81 141 6 +Mir194-2 1316 19 15 20 865 439 880 16 +Mir1940 2 1 1 1 1 1 1 1 +Mir1941 0 0 0 0 0 0 0 1 +Mir1942 0 0 0 0 0 0 0 0 +Mir1943 8 41 39 63 8 4 15 37 +Mir1945 2 0 1 0 0 1 1 0 +Mir1946a 0 0 0 0 0 0 0 0 +Mir1946b 2 1 1 1 0 4 3 3 +Mir1947 15 22 28 29 15 6 13 18 +Mir1948 869 2 2 3 648 259 617 4 +Mir1949 0 1 1 0 0 0 0 3 +Mir195 158 775 692 1238 112 75 120 792 +Mir1950 28 0 2 1 4 39 3 1 +Mir1951 0 0 0 0 0 0 0 0 +Mir1952 0 0 0 0 0 0 0 0 +Mir1953 0 0 0 0 0 0 0 0 +Mir1954 0 0 0 0 0 0 1 0 +Mir1955 3 1 0 0 1 1 1 0 +Mir1956 0 0 0 0 0 0 0 0 +Mir1957 0 0 0 0 0 0 0 0 +Mir1958 0 0 0 0 0 0 0 0 +Mir1960 0 6 7 15 0 1 1 6 +Mir1961 0 0 0 0 0 0 0 0 +Mir1962 0 0 0 0 0 0 0 0 +Mir1963 0 0 0 0 0 0 0 0 +Mir1964 9 22 13 19 11 8 13 10 +Mir1965 0 1 0 1 2 0 0 1 +Mir1966 2 0 1 3 1 1 0 0 +Mir1967 0 0 0 0 0 0 0 0 +Mir1968 11 0 0 4 4 8 5 1 +Mir1969 0 0 0 0 0 0 0 0 +Mir196a-1 0 0 0 0 0 0 0 0 +Mir196a-2 0 0 0 0 0 0 0 0 +Mir196b 0 2 0 2 1 0 2 3 +Mir1970 1 0 0 0 0 6 0 0 +Mir1971 0 0 0 0 0 0 0 0 +Mir1981 81 27 18 32 42 23 54 18 +Mir1982 3 0 4 1 4 2 2 1 +Mir1983 0 30 15 28 0 0 0 28 +Mir199a-1 4 3 0 2 2 4 3 0 +Mir199a-2 8 61 50 131 10 3 11 78 +Mir199b 4 73 64 143 1 0 4 81 +Mir19a 66 15 14 26 24 35 36 7 +Mir19b-1 1 0 1 0 1 0 0 0 +Mir19b-2 5 0 1 1 1 2 3 0 +Mir1a-1 0 4 5 24 0 0 0 9 +Mir1a-2 0 2 1 16 0 0 1 3 +Mir1b 0 2 1 16 0 0 1 3 +Mir200a 130 0 0 1 53 33 47 0 +Mir200b 496 4 0 3 164 66 155 0 +Mir200c 24 1 1 5 3 2 5 2 +Mir201 0 5 15 28 0 0 0 15 +Mir202 0 0 0 0 0 0 0 0 +Mir203 1919 231 243 500 1276 993 1349 228 +Mir204 5 571 549 923 2 1 9 541 +Mir205 9 0 0 0 2 0 2 0 +Mir206 0 0 0 2 0 0 2 1 +Mir207 0 0 0 0 0 0 0 0 +Mir208a 0 1060 956 1693 0 0 1 928 +Mir208b 1 2049 1647 8904 0 0 0 2155 +Mir20a 100 46 44 193 55 41 101 63 +Mir20b 2 0 1 1 0 0 0 0 +Mir21 66353 4621 3603 12563 44582 43237 50530 3631 +Mir210 70 81 45 244 20 37 36 59 +Mir211 1 0 0 1 3 1 0 0 +Mir212 13 54 34 74 4 4 14 35 +Mir2136 0 0 0 0 0 0 0 0 +Mir2137 1 2 0 0 0 0 0 3 +Mir214 45 181 163 358 26 17 29 229 +Mir215 56 207 230 393 31 28 36 201 +Mir216a 0 0 0 0 0 0 0 0 +Mir216b 0 0 0 0 0 0 0 0 +Mir217 0 0 0 1 0 0 0 0 +Mir218-1 0 1 1 3 0 0 0 2 +Mir218-2 0 0 0 2 0 0 0 1 +Mir219-1 20 6 4 21 10 7 14 8 +Mir219-2 0 1 0 0 0 0 0 0 +Mir22 264828 200828 157532 497412 178009 71407 194665 186766 +Mir221 781 737 612 1686 382 371 486 604 +Mir222 252 234 166 588 146 122 147 185 +Mir223 119 98 109 214 103 53 139 93 +Mir22hg 264833 200829 157535 497415 178026 71418 194669 186766 +Mir23a 435 1934 1611 3561 229 218 327 1803 +Mir23b 1523 2741 2199 5277 757 611 734 2545 +Mir24-1 5 33 26 69 7 6 4 39 +Mir24-2 162 644 462 1374 127 65 140 496 +Mir25 2953 1818 1415 3508 2037 3417 2635 1810 +Mir26a-1 46 46 25 66 35 13 33 38 +Mir26a-2 17 10 3 31 29 11 22 8 +Mir26b 9835 3591 3120 8413 6687 4515 7017 3488 +Mir27a 949 4009 3588 7668 628 400 760 3884 +Mir27b 49450 96357 77514 215408 34471 24893 34934 92281 +Mir28 0 0 0 0 0 0 0 0 +Mir2861 0 0 0 0 0 0 0 0 +Mir28b 0 0 0 0 0 0 0 0 +Mir28c 0 0 0 0 0 0 0 0 +Mir290 1 0 0 0 0 1 0 0 +Mir291a 10 0 0 0 8 4 2 0 +Mir291b 0 0 0 0 0 0 0 0 +Mir292 25 0 0 0 8 1 7 0 +Mir293 0 0 0 0 0 0 0 0 +Mir294 1 0 0 0 0 1 2 0 +Mir295 0 0 0 0 0 2 1 0 +Mir296 3 1 0 3 0 1 0 3 +Mir297-1 0 0 0 0 0 0 0 0 +Mir297-2 11 5 1 3 6 16 4 1 +Mir297a-3 0 5 3 12 0 1 4 7 +Mir297a-4 0 0 0 0 0 0 0 0 +Mir297b 0 0 0 0 0 0 0 0 +Mir297c 0 7 6 0 0 0 0 3 +Mir298 1 6 2 20 0 1 0 7 +Mir299 7 7 5 12 4 2 3 3 +Mir29a 4905 3937 3452 8384 3490 1455 3626 3832 +Mir29b-1 0 1 3 1 4 1 0 0 +Mir29b-2 5 3 5 15 0 2 5 6 +Mir29c 1073 655 578 1463 624 245 733 667 +Mir300 53 22 18 72 20 2 6 29 +Mir301 196 329 266 665 120 88 155 300 +Mir301b 3 4 2 1 2 1 0 1 +Mir302a 0 0 0 0 0 0 0 0 +Mir302b 0 0 0 0 0 0 0 0 +Mir302c 0 0 0 0 0 0 0 0 +Mir302d 0 0 0 0 0 0 0 0 +Mir3057 21 37 42 54 25 9 12 44 +Mir3058 0 2 3 1 0 2 1 0 +Mir3059 0 0 0 0 0 0 0 0 +Mir3060 3 1 1 8 1 0 2 3 +Mir3061 12 11 19 33 10 3 11 20 +Mir3062 0 0 0 0 0 0 0 0 +Mir3063 0 0 0 0 0 0 0 0 +Mir3064 0 0 0 0 0 0 1 2 +Mir3065 61 62 54 90 52 13 53 84 +Mir3066 0 2 1 0 2 1 0 2 +Mir3067 0 0 0 0 0 0 0 0 +Mir3068 75 47 32 151 34 36 29 27 +Mir3069 4 1 0 0 0 2 2 0 +Mir3070a 0 0 0 0 0 0 0 0 +Mir3070b 0 0 0 0 0 0 0 0 +Mir3071 132 80 76 300 36 13 27 89 +Mir3072 0 0 0 0 0 0 0 0 +Mir3073 341 0 0 0 218 131 214 0 +Mir3074-1 5 33 26 69 7 6 4 39 +Mir3074-2 162 644 462 1374 127 65 140 496 +Mir3075 0 0 0 0 0 0 0 0 +Mir3076 2 2 2 9 0 0 1 1 +Mir3077 1 0 0 0 0 0 0 0 +Mir3078 0 0 0 0 0 0 0 0 +Mir3079 0 0 0 0 0 0 0 0 +Mir3081 0 0 1 0 0 0 0 2 +Mir3082 10 15 12 24 13 11 11 16 +Mir3083 0 0 0 1 0 0 0 0 +Mir3085 0 0 0 0 0 0 0 0 +Mir3086 2 2 2 5 0 1 1 2 +Mir3087 0 3 1 1 2 0 0 1 +Mir3088 0 0 0 0 0 0 0 0 +Mir3089 0 0 2 2 0 0 0 0 +Mir3091 0 0 0 2 0 0 0 0 +Mir3092 0 0 1 0 0 1 0 0 +Mir3093 0 0 0 0 0 0 0 0 +Mir3094 0 0 0 0 0 0 0 0 +Mir3095 0 1 0 1 0 0 0 0 +Mir3096 2 0 0 0 1 2 1 0 +Mir3096b 45 54 50 161 29 34 29 33 +Mir3097 0 0 0 2 0 0 0 0 +Mir3098 66 12 15 20 20 84 35 7 +Mir3099 0 0 0 0 0 0 0 0 +Mir30a 91372 54163 51417 115733 63661 65778 70304 53479 +Mir30b 1314 1218 1113 3381 702 447 673 1163 +Mir30c-1 79 101 89 201 51 35 61 115 +Mir30c-2 224 116 88 333 139 196 168 81 +Mir30d 16033 20818 18856 57546 10892 5850 11804 19931 +Mir30e 15854 23486 20880 76780 10732 5390 11456 22218 +Mir31 716 54 38 180 381 218 444 47 +Mir3100 0 0 0 4 0 0 0 0 +Mir3101 0 0 0 0 0 0 0 0 +Mir3102 0 23 14 29 1 0 1 19 +Mir3103 0 0 0 2 1 0 1 0 +Mir3104 0 0 0 0 0 0 0 0 +Mir3106 0 0 0 0 0 0 0 0 +Mir3107 789 2612 2768 3959 621 2005 1564 2555 +Mir3108 0 0 0 0 0 0 0 0 +Mir3109 0 0 1 0 0 0 0 1 +Mir3110 0 0 0 0 0 0 0 0 +Mir3112 0 0 0 0 0 0 0 0 +Mir32 48 19 13 55 36 29 46 28 +Mir320 182 182 165 643 106 80 113 180 +Mir322 261 1359 1130 2549 228 91 224 1232 +Mir323 0 0 0 0 0 0 0 0 +Mir324 10 42 30 98 5 16 15 32 +Mir325 0 0 0 0 0 0 0 0 +Mir326 28 12 12 34 13 17 11 17 +Mir328 304 399 274 549 151 125 194 366 +Mir329 0 2 3 7 2 0 1 3 +Mir33 36 4 8 17 16 10 22 5 +Mir330 25 31 27 70 16 17 19 26 +Mir331 49 54 40 98 35 17 23 43 +Mir335 138 185 203 286 101 72 138 195 +Mir337 7 10 7 14 5 0 2 5 +Mir338 61 62 54 90 52 13 53 84 +Mir339 144 38 37 105 87 71 65 52 +Mir340 1203 288 238 1058 738 1380 755 246 +Mir341 2 1 2 2 0 2 0 1 +Mir343 0 0 0 0 0 0 0 0 +Mir344 0 0 0 0 0 0 0 0 +Mir344-2 0 0 0 0 0 0 0 0 +Mir344b 0 0 0 1 0 0 0 0 +Mir344c 0 0 0 0 0 0 0 0 +Mir344d-1 0 0 0 0 0 0 0 0 +Mir344d-2 0 0 0 0 0 0 0 0 +Mir344d-3 0 0 0 0 0 0 0 0 +Mir344e 0 0 0 0 0 0 0 0 +Mir344f 0 0 0 0 0 0 0 0 +Mir344g 0 0 0 0 0 0 0 0 +Mir345 176 125 119 273 76 83 76 114 +Mir346 0 0 0 0 0 1 0 0 +Mir3470a 23 5 1 5 2 19 5 1 +Mir3470b 46 0 4 0 27 36 19 0 +Mir3471-1 56 57 56 162 30 39 32 37 +Mir3473 1 1 1 0 1 0 1 1 +Mir3473c 0 0 0 0 0 0 0 0 +Mir3473d 0 0 0 0 0 0 0 0 +Mir3474 0 0 0 0 0 0 0 0 +Mir3475 0 0 0 0 0 0 0 0 +Mir34a 12 25 27 61 6 10 11 28 +Mir34b 3 8 6 31 0 0 0 6 +Mir34c 5 30 21 611 2 6 3 37 +Mir350 26 36 17 57 8 8 7 13 +Mir351 729 848 687 1031 591 314 745 747 +Mir3572 0 0 0 1 0 0 0 0 +Mir362 40 15 9 34 26 5 26 14 +Mir363 4 0 2 0 0 1 6 0 +Mir365-1 0 0 0 0 0 0 0 0 +Mir365-2 10 0 0 4 4 4 3 0 +Mir367 0 0 0 0 0 0 0 0 +Mir369 5 1 1 10 4 0 2 3 +Mir370 0 0 0 0 0 0 0 1 +Mir374 76 28 27 32 32 37 49 42 +Mir374c 76 28 27 32 32 37 49 42 +Mir375 46 1 1 1 27 26 21 0 +Mir376a 0 1 1 1 0 0 1 1 +Mir376b 16 2 4 11 5 1 0 3 +Mir376c 2 0 0 0 0 0 1 0 +Mir377 0 1 0 1 2 0 0 4 +Mir378 138 608 565 1901 90 123 106 544 +Mir378b 0 0 3 5 0 0 0 0 +Mir379 20 24 23 51 7 5 4 19 +Mir380 1 1 0 0 0 0 0 1 +Mir381 60 28 27 71 20 24 15 18 +Mir382 2 1 1 4 1 1 1 1 +Mir383 0 0 0 1 0 0 0 0 +Mir384 0 1 0 2 0 0 0 1 +Mir3960 0 0 0 0 0 0 0 0 +Mir3962 0 0 0 0 0 0 0 0 +Mir3963 0 0 0 0 0 0 0 0 +Mir3964 0 0 0 0 0 0 0 0 +Mir3965 0 0 0 0 0 0 0 0 +Mir3966 0 0 0 0 0 0 0 0 +Mir3967 0 0 0 0 0 0 0 0 +Mir3968 0 1 0 0 0 1 0 0 +Mir3969 0 0 0 0 0 0 0 0 +Mir3970 0 0 0 0 0 0 0 0 +Mir3971 0 0 0 0 0 0 0 0 +Mir409 26 13 8 28 14 8 8 9 +Mir410 45 24 33 47 21 9 12 17 +Mir411 514 205 226 599 202 79 119 252 +Mir412 0 0 0 0 0 0 0 0 +Mir421 0 0 0 0 0 0 0 0 +Mir423 1203 665 425 1822 1016 351 983 532 +Mir425 308 139 111 323 234 95 246 127 +Mir429 265 3 1 3 82 41 101 3 +Mir431 9 6 5 12 1 0 0 3 +Mir432 0 0 0 0 0 0 0 0 +Mir433 0 1 2 5 0 0 0 9 +Mir434 162 66 56 161 65 13 44 56 +Mir448 0 0 0 0 0 0 0 0 +Mir449a 0 0 1 3 0 0 0 1 +Mir449b 0 0 0 0 0 0 0 0 +Mir449c 0 0 1 0 0 0 0 0 +Mir450-1 0 0 0 0 0 0 0 0 +Mir450-2 0 0 0 0 0 0 2 0 +Mir450b 17 34 27 67 19 4 14 23 +Mir451 3346 2299 1479 5278 2093 2330 4863 2146 +Mir452 0 0 0 1 0 0 0 0 +Mir453 0 0 0 0 0 0 0 0 +Mir455 235 23 18 60 197 107 237 18 +Mir463 2 0 0 0 3 1 1 0 +Mir465 3 0 0 0 1 0 0 0 +Mir465b-1 0 0 0 0 0 0 0 0 +Mir465b-2 0 0 0 0 0 0 0 0 +Mir465c-1 0 0 0 0 0 0 0 0 +Mir465c-2 0 0 0 0 0 0 0 0 +Mir466 0 0 0 0 0 0 0 0 +Mir4660 7 1 3 1 0 10 1 3 +Mir466b-2 0 0 0 0 0 0 0 0 +Mir466b-3 0 0 0 0 0 0 0 0 +Mir466d 0 0 0 0 0 2 1 1 +Mir466f-1 0 1 1 0 0 0 0 0 +Mir466f-2 0 0 1 0 0 0 2 0 +Mir466f-3 53 2 1 3 4 63 6 2 +Mir466g 24 2 1 0 2 9 0 0 +Mir466h 0 0 0 0 0 0 0 0 +Mir466i 0 0 0 0 0 0 0 0 +Mir466n 23 3 1 0 4 28 1 4 +Mir467a-1 0 0 0 0 0 0 0 0 +Mir467a-10 0 0 0 0 0 0 0 0 +Mir467a-2 0 0 0 0 0 0 0 0 +Mir467a-3 0 0 0 0 0 0 0 0 +Mir467a-4 0 0 0 0 0 0 0 0 +Mir467a-5 0 0 0 0 0 0 0 0 +Mir467a-6 0 0 0 0 0 0 0 0 +Mir467a-7 0 0 0 0 0 0 0 0 +Mir467a-8 0 0 0 0 0 0 0 0 +Mir467a-9 0 0 0 0 0 0 0 0 +Mir467b 0 0 0 0 0 0 0 0 +Mir467c 12 1 0 1 3 14 3 1 +Mir467d 0 5 2 11 0 1 4 4 +Mir467e 0 0 0 0 0 0 0 0 +Mir467f 0 0 0 2 0 0 0 0 +Mir468 0 0 0 0 0 0 0 0 +Mir470 41 1 1 0 33 34 47 0 +Mir471 0 0 0 0 0 1 0 0 +Mir483 0 1 2 2 0 0 0 2 +Mir484 285 268 224 422 224 101 288 240 +Mir485 1 1 0 7 2 0 0 2 +Mir486 789 2612 2768 3959 621 2005 1564 2555 +Mir487b 0 0 1 2 0 0 1 0 +Mir488 1 26 6 34 1 1 0 9 +Mir489 0 0 0 0 0 0 0 0 +Mir490 3 353 311 750 1 0 1 322 +Mir491 0 1 1 1 0 1 1 0 +Mir493 0 1 0 0 0 0 0 0 +Mir494 0 0 0 0 0 0 0 1 +Mir495 1 1 2 2 0 0 0 1 +Mir496 4 2 0 2 2 0 2 1 +Mir497 66 198 182 195 47 27 48 200 +Mir499 0 869 730 4147 0 0 0 781 +Mir500 10 5 4 13 7 1 2 5 +Mir501 72 62 36 8 66 29 88 34 +Mir503 7 12 16 23 6 7 4 13 +Mir504 0 12 6 34 0 0 0 17 +Mir5046 0 0 0 0 0 0 0 0 +Mir505 3 2 1 1 2 2 4 1 +Mir509 0 0 0 0 0 0 0 0 +Mir5097 0 0 0 0 0 0 0 0 +Mir5098 0 0 0 0 0 0 0 0 +Mir5100 6 1 1 2 1 1 4 2 +Mir5101 0 0 0 1 0 0 0 0 +Mir5103 0 0 0 1 0 0 0 0 +Mir5104 0 0 0 0 0 0 0 0 +Mir5106 0 0 0 0 0 0 0 0 +Mir5107 1 0 0 1 0 0 1 0 +Mir5108 0 0 0 0 0 0 0 0 +Mir5109 548 29 12 106 40 478 46 23 +Mir511 57 7 9 16 35 19 36 4 +Mir5112 0 0 0 0 0 0 0 0 +Mir5113 2 1 0 1 0 2 1 1 +Mir5114 2 0 2 1 0 0 1 0 +Mir5115 0 0 0 0 0 0 0 0 +Mir5116 0 0 0 0 0 2 0 0 +Mir5117 22 11 21 39 16 14 7 23 +Mir5119 0 0 0 0 0 0 0 0 +Mir5120 0 0 0 0 0 0 0 0 +Mir5121 8 1 1 5 11 7 4 0 +Mir5122 6 3 2 2 4 1 4 3 +Mir5123 0 0 0 0 0 0 0 0 +Mir5124 0 0 0 0 0 0 0 0 +Mir5125 0 0 1 0 0 0 0 0 +Mir5126 0 0 0 0 0 0 0 0 +Mir5127 0 0 0 0 0 0 0 0 +Mir5128 7 0 0 2 0 8 1 2 +Mir5129 0 0 1 1 1 1 2 2 +Mir5130 0 0 0 1 0 1 0 0 +Mir5131 1 0 0 0 0 0 1 0 +Mir5132 0 0 0 1 0 0 1 1 +Mir5133 0 0 0 0 0 0 2 0 +Mir5134 0 0 0 0 0 0 0 0 +Mir5135 1 0 0 0 0 1 0 0 +Mir5136 0 0 0 0 0 0 0 0 +Mir532 612 227 235 434 332 528 384 258 +Mir539 0 0 0 0 0 0 0 0 +Mir540 4 2 4 8 2 0 0 5 +Mir541 483 121 124 320 188 48 123 146 +Mir542 20 23 32 75 15 23 15 22 +Mir543 0 0 1 0 0 0 0 0 +Mir544 0 0 0 0 0 0 0 0 +Mir546 0 0 0 0 0 0 0 0 +Mir547 0 15 8 10 0 0 0 9 +Mir551b 4 0 0 0 2 1 3 0 +Mir568 0 0 0 0 0 0 0 0 +Mir574 0 0 1 0 0 0 0 0 +Mir582 4 383 36 103 2 4 5 29 +Mir592 28 1 0 0 15 8 18 0 +Mir598 8 2 2 11 8 2 6 5 +Mir599 0 0 0 0 0 0 0 0 +Mir615 3 0 0 0 0 0 0 0 +Mir653 2 0 0 2 6 3 1 1 +Mir654 0 0 0 0 0 0 0 0 +Mir664 75 79 63 156 53 38 70 98 +Mir665 0 0 0 1 0 0 0 0 +Mir666 0 2 2 1 0 0 1 3 +Mir667 2 0 1 0 1 0 0 2 +Mir668 1 4 2 5 0 0 0 3 +Mir669a-1 3 2 0 2 2 1 1 3 +Mir669a-10 0 1 0 0 0 0 0 2 +Mir669a-11 0 1 0 0 0 0 0 2 +Mir669a-12 0 1 0 0 0 0 0 2 +Mir669a-2 0 0 0 0 0 0 0 0 +Mir669a-3 0 0 0 0 0 0 0 0 +Mir669a-4 0 1 0 0 0 0 0 2 +Mir669a-5 0 1 0 0 0 0 0 2 +Mir669a-6 0 1 0 0 0 0 0 2 +Mir669a-7 0 1 0 0 0 0 0 2 +Mir669a-8 0 1 0 0 0 0 0 2 +Mir669a-9 0 1 0 0 0 0 0 2 +Mir669b 0 0 2 1 0 0 0 0 +Mir669c 0 0 0 0 0 0 0 0 +Mir669e 2 0 1 1 1 4 4 0 +Mir669g 0 0 0 0 0 0 0 0 +Mir669h 0 0 0 0 0 0 0 1 +Mir669i 0 0 0 0 0 0 0 0 +Mir669j 0 0 0 0 0 0 0 0 +Mir669k 0 0 0 0 0 0 0 0 +Mir669m-1 0 0 3 0 0 0 0 0 +Mir669m-2 0 0 0 0 0 0 0 0 +Mir669p-1 0 1 0 0 0 0 0 2 +Mir669p-2 0 1 0 0 0 0 0 2 +Mir670 0 0 0 0 0 0 0 0 +Mir671 169 83 61 161 157 137 149 56 +Mir672 2 0 0 1 0 0 0 2 +Mir673 6 8 6 11 3 4 3 10 +Mir674 25 69 44 132 22 11 37 52 +Mir675 0 1 1 0 0 0 0 0 +Mir676 188 146 100 364 136 143 148 138 +Mir677 14 16 12 17 6 11 12 6 +Mir678 0 0 0 0 0 0 0 0 +Mir679 0 0 0 0 2 0 0 1 +Mir680-2 50 2 6 4 17 45 9 1 +Mir680-3 0 0 0 0 0 0 0 0 +Mir681 0 0 0 0 0 0 0 0 +Mir682 0 0 0 0 0 0 0 0 +Mir683-1 0 0 0 0 0 0 0 0 +Mir683-2 0 0 0 0 0 0 0 0 +Mir684-1 0 0 0 0 0 0 0 0 +Mir684-2 0 0 0 0 0 0 0 0 +Mir686 0 0 0 0 0 0 0 0 +Mir687 0 0 0 0 0 0 0 0 +Mir688 1 0 0 0 0 0 0 0 +Mir690 0 0 0 0 0 0 0 0 +Mir691 0 0 0 0 0 0 0 0 +Mir692-1 0 0 0 0 0 0 0 1 +Mir693 0 0 0 0 0 0 0 0 +Mir694 0 0 0 1 0 0 0 0 +Mir695 0 0 0 0 0 0 0 0 +Mir697 0 0 0 0 0 0 0 0 +Mir698 0 0 0 0 0 0 0 0 +Mir7-1 10 13 10 17 12 10 13 11 +Mir7-2 0 0 0 0 0 0 0 0 +Mir700 5 32 51 31 6 2 10 40 +Mir701 0 2 2 0 0 0 0 0 +Mir702 3 2 1 4 0 2 0 0 +Mir703 0 0 0 0 0 0 0 0 +Mir704 2 0 0 0 1 2 2 0 +Mir705 0 0 0 0 0 0 0 0 +Mir706 0 0 0 0 0 0 0 0 +Mir707 0 0 0 0 0 0 0 0 +Mir708 1 6 0 7 1 0 0 1 +Mir709 0 0 0 0 0 0 0 0 +Mir710 0 0 0 0 0 0 0 0 +Mir711 0 0 0 0 0 0 0 0 +Mir713 0 0 0 0 0 0 0 0 +Mir717 0 0 0 0 0 0 0 0 +Mir718 0 0 0 0 0 0 0 0 +Mir719 0 0 0 0 0 0 0 0 +Mir721 0 0 0 0 0 0 0 0 +Mir741 10 0 0 0 11 4 10 1 +Mir742 0 0 0 0 0 0 0 0 +Mir743 1 0 0 0 0 0 0 0 +Mir743b 3 0 0 0 1 1 2 0 +Mir744 439 148 132 510 320 187 322 117 +Mir758 0 1 0 0 2 0 0 0 +Mir759 0 0 0 0 0 0 0 0 +Mir760 1 0 1 0 0 0 0 0 +Mir761 0 0 0 0 0 0 0 0 +Mir762 0 0 0 0 0 0 0 0 +Mir764 0 0 0 0 0 0 0 0 +Mir767 0 0 0 0 0 0 0 0 +Mir770 0 0 0 0 0 0 0 0 +Mir7b 0 0 0 1 0 0 0 0 +Mir802 552 0 0 0 401 209 352 0 +Mir804 0 0 0 0 0 0 0 0 +Mir871 82 3 1 1 81 29 93 0 +Mir872 182 72 66 164 124 65 118 68 +Mir873 0 1 0 0 0 0 0 0 +Mir874 77 45 46 39 66 36 87 43 +Mir875 0 0 0 0 0 0 0 0 +Mir876 0 0 0 0 0 0 0 0 +Mir877 6 3 4 5 7 1 11 8 +Mir878 3 0 0 0 1 5 4 0 +Mir879 3 3 1 6 1 2 1 2 +Mir880 0 0 0 0 0 1 3 0 +Mir881 14 0 0 0 8 13 29 0 +Mir882 0 0 0 0 0 0 0 0 +Mir883a 1 0 0 0 0 0 0 0 +Mir883b 0 0 0 0 0 0 0 0 +Mir9-1 0 0 0 0 0 0 0 0 +Mir9-2 0 0 0 0 0 0 0 0 +Mir9-3 0 0 0 0 0 0 0 0 +Mir92-1 32320 7428 6690 16161 24182 24855 25904 7910 +Mir92-2 766 275 195 274 524 307 655 242 +Mir92b 50 32 27 60 12 9 14 33 +Mir93 1530 647 480 1397 939 691 1194 602 +Mir96 10 0 0 0 6 1 7 0 +Mir98 542 407 354 1512 256 305 374 390 +Mir99a 1194 4059 3196 2976 937 468 1037 3708 +Mir99b 2542 10307 6673 2801 2017 1131 2339 7276 +Mira 0 0 0 0 0 0 0 0 +Mirg 565 164 166 414 234 65 147 185 +Mirlet7a-1 83 29 24 89 58 36 68 32 +Mirlet7a-2 35 12 12 37 17 15 18 12 +Mirlet7b 1276 1343 1028 2983 786 655 812 1129 +Mirlet7c-1 74 69 51 151 41 45 50 55 +Mirlet7c-2 154 75 72 218 88 75 97 82 +Mirlet7d 2117 2083 1725 5400 1315 797 1470 1940 +Mirlet7e 114 233 160 648 76 64 85 196 +Mirlet7f-1 107 97 74 205 78 79 69 70 +Mirlet7f-2 2424 746 670 3360 1668 2325 2093 747 +Mirlet7g 7561 2760 2343 10488 4736 2670 5047 2547 +Mirlet7i 2525 3013 2408 9794 1507 2235 1991 2769 +Mllt10 22 4 4 2 4 26 10 4 +Mospd4 0 0 0 0 0 0 0 0 +Mphosph9 4 0 0 0 1 0 1 1 +Mrpl15 4 1 2 1 1 4 1 2 +Mrpl48 3 2 1 0 1 1 3 0 +Msx1as 0 0 0 0 0 0 0 0 +Mtag2 0 0 0 0 0 0 0 0 +Mtf2 9 1 0 3 0 1 0 1 +Mtfr1 10 0 1 1 2 22 4 0 +Mthfr 1 0 0 1 0 1 0 0 +Mtmr2 20 67 71 276 15 43 27 61 +Mug-ps1 24 0 0 0 0 7 0 0 +Mvd 0 0 0 0 0 0 0 0 +Mx1 0 0 0 0 0 0 0 0 +Mx2 0 0 0 0 0 0 0 0 +Myeov2 3 0 0 1 0 1 0 0 +Nagpa 6 1 0 1 5 7 4 0 +Ncaph2 14 1 0 0 5 16 1 2 +Ncrna00086 0 0 0 0 0 0 0 0 +Nctc1 0 1 0 0 0 0 0 0 +Ndufs6 3 0 0 1 0 5 0 1 +Neat1 21 5 7 4 1 14 7 6 +Nespas 0 1 0 0 0 0 0 0 +Ngrn 1 0 1 0 1 0 1 0 +Nip7 0 0 0 0 0 3 0 0 +Nkx2-2as 0 0 0 0 0 0 0 0 +Nkx6-2 0 1 2 1 1 0 0 0 +Nlrp1c-ps 0 0 0 0 0 0 0 0 +Nlrp5-ps 5 0 0 0 1 25 3 0 +Nnt 35 11 10 7 0 44 6 8 +Nol8 6 0 0 2 0 4 0 2 +Npff 0 0 0 0 0 0 0 0 +Nphs1as 0 0 0 0 0 0 0 0 +Npm3-ps1 0 0 0 0 0 0 0 0 +Nron 0 0 0 0 0 0 0 0 +Nt5c2 7 1 0 3 3 11 0 1 +Numb 20 4 2 6 8 30 8 2 +Nup88 3 1 1 3 0 7 0 0 +Nutf2-ps1 0 0 0 1 0 1 0 0 +Oas1b 0 0 1 0 0 2 0 0 +Oaz1-ps 5 2 6 2 11 7 4 4 +Olfr1077-ps1 0 0 0 0 0 0 0 0 +Olfr1300-ps1 0 0 0 0 0 0 0 0 +Olfr1372-ps1 0 0 0 0 0 0 0 0 +Olfr29-ps1 0 0 0 0 0 0 0 0 +Olfr421-ps1 0 0 0 0 0 0 0 0 +Olfr75-ps1 0 0 0 0 0 0 0 0 +Olfr856-ps1 0 0 0 1 0 1 0 0 +Olfr947-ps1 0 0 0 0 0 0 0 0 +Oprl1 0 0 0 0 0 0 0 0 +Orc4 1 2 0 1 1 4 0 0 +Orc6 1 1 0 0 1 1 1 0 +Osbpl1a 9 0 2 1 1 36 0 3 +Otub2 0 0 0 0 0 2 1 0 +Otx2os1 1 0 1 0 0 0 0 0 +Oxsr1 9 1 1 1 0 10 1 1 +Pafah1b1 8 3 3 2 0 16 4 4 +Parp6 8 0 2 4 0 8 2 0 +Patz1 0 0 0 2 0 0 0 0 +Pax6os1 0 0 0 0 0 0 0 0 +Pcdh11x 2 0 0 0 0 0 0 0 +Pdxk-ps 0 0 0 0 0 0 0 0 +Pea15b 0 0 0 0 0 0 0 0 +Peg13 3 0 1 1 0 4 0 2 +Peg3as 0 0 0 0 0 0 0 0 +Pex11b 4 0 0 2 0 4 0 0 +Pex16 12 0 0 1 2 7 8 0 +Pfkfb2 3 1 3 3 0 8 1 2 +Pglyrp2 12 0 0 0 0 15 0 0 +Phc1 0 0 0 0 0 1 0 0 +Phf21b 0 0 1 0 0 0 0 0 +Phxr4 0 0 0 0 0 0 0 0 +Phyhd1 5 0 0 0 1 12 2 0 +Pinc 0 1 0 1 0 0 0 1 +Pisd-ps1 0 0 0 0 0 0 0 0 +Pisd-ps2 0 0 0 1 0 0 0 0 +Pisd-ps3 4 1 1 2 0 5 2 0 +Pitpnm1 1 0 0 0 0 0 0 0 +Pknox1 6 0 0 0 2 7 1 0 +Pla2g2a 0 0 0 0 0 0 0 0 +Plcxd1 1 0 0 1 0 0 0 0 +Pldi 0 0 0 0 0 0 0 0 +Plk4 0 0 0 0 0 1 0 0 +Plscr3 1 0 1 1 1 0 0 0 +Pnpla2 10 4 1 1 1 8 5 2 +Polg2 0 0 0 0 2 2 0 0 +Ppargc1a 3 1 2 3 0 8 1 0 +Ppifos 3 0 0 2 0 6 0 4 +Ppp1r12b 0 0 2 0 0 1 0 0 +Ppp1r2-ps3 0 0 0 0 0 0 0 0 +Ppp1r2-ps7 0 0 0 0 0 0 0 0 +Ppp1r2-ps9 0 0 0 0 0 0 0 0 +Ppp2r2b 0 0 1 0 0 0 0 1 +Ppp2r3d 2 0 0 0 0 0 0 0 +Ppp4r1l-ps 2 0 0 1 0 5 0 0 +Pradc1 0 0 1 0 2 4 0 0 +Pram1 0 0 0 0 0 1 0 0 +Prl8a6 0 0 0 0 0 0 0 0 +Prmt1 5 1 0 2 0 2 0 0 +Prmt6 2 0 0 0 1 0 0 0 +Proc 28 0 0 0 2 50 3 0 +Prr18 0 0 0 0 0 0 0 0 +Prr3 0 0 0 0 0 0 0 0 +Psg-ps1 0 0 0 0 0 0 0 0 +Psmd2 19 2 0 3 0 29 3 2 +Pum2 16 1 4 2 0 26 2 1 +Pvt1 2 1 0 0 1 2 1 1 +R74862 5 0 0 1 2 3 2 2 +Rabggtb 5253 774 579 1602 3493 3501 3690 643 +Rad51d 28 8 4 12 8 28 4 0 +Ralgps2 15 1 2 0 1 10 1 0 +Ranbp3 10 0 2 0 2 5 1 1 +Rasgrp4 0 0 1 0 0 0 0 0 +Raver1-fdx1l 12 0 0 2 0 15 2 1 +Rbbp8 4 2 0 0 2 8 0 2 +Rbm18 1 2 4 0 0 3 2 0 +Rbm7 2 2 0 3 0 5 2 0 +Rbmx 48 17 9 75 33 33 12 13 +Rcbtb2 9 0 2 1 1 10 3 3 +Rchy1 4 0 1 0 1 4 1 0 +Rdh18-ps 0 0 0 0 0 2 0 0 +Rgag4 0 0 0 0 0 0 0 0 +Rhno1 0 0 2 0 0 2 0 0 +Rian 17 12 5 29 6 7 2 10 +Rit1 4 1 1 0 0 2 0 0 +Rmi1 1 1 0 1 0 4 1 0 +Rmrp 601 278 192 679 452 220 484 272 +Rmst 1 1 5 0 0 1 0 2 +Rn4.5s 0 0 0 0 0 0 0 0 +Rn45s 126292 30052 33600 12266 20627 87267 20102 30198 +Rnf126 2 1 0 0 1 1 0 0 +Rnf44 32 2 2 2 0 46 4 0 +Rnu11 104 8 12 30 11 116 8 8 +Rnu12 93 8 8 11 5 66 13 8 +Rnu6 0 0 0 0 0 0 0 0 +Rnu7 0 0 0 0 0 0 0 0 +Rnu73b 18 2 3 3 2 8 5 3 +Rpl22 14 2 0 4 0 14 4 2 +Rplp2-ps1 0 0 0 0 0 1 0 1 +Rpph1 125 10 15 40 48 103 74 15 +Rprl1 0 0 0 0 0 0 0 0 +Rprl2 0 0 0 0 0 0 0 0 +Rprl3 5 1 1 0 0 0 1 0 +Rps15a-ps4 0 0 0 0 0 0 0 0 +Rps15a-ps6 0 0 0 0 0 0 0 0 +Rps19-ps3 0 0 0 0 0 0 0 0 +Rps27 1 0 0 0 0 0 2 0 +Rps4y2 0 0 0 0 1 1 0 0 +Rreb1 46 3 4 9 3 42 4 2 +Rtel1 1 0 1 0 0 2 0 0 +Rubie 0 0 0 0 0 0 0 0 +Runx2 0 3 2 5 3 0 1 4 +Samd7 0 0 0 1 0 0 0 0 +Sapcd1 0 1 0 0 0 0 0 0 +Scarna10 7 0 2 5 3 4 1 1 +Scarna13 4 1 0 0 0 2 3 0 +Scarna17 2377 331 306 398 1752 1971 1752 337 +Scarna2 9 2 0 8 0 6 5 2 +Scarna3a 272 148 109 300 196 337 243 137 +Scarna3b 525 146 134 452 386 589 431 121 +Scarna6 589 90 88 224 500 317 495 95 +Scarna8 0 0 1 2 2 1 3 0 +Scarna9 21 10 5 3 7 8 8 5 +Scgb2b23-ps 0 0 0 0 0 0 0 0 +Schip1 0 6 6 1 0 1 0 3 +Scnn1b 0 20 5 11 0 0 0 9 +Sec14l1 0 1 0 2 0 0 0 1 +Sec16b 22 0 0 1 0 31 3 0 +Sec23b 1 1 0 0 0 5 0 0 +Sema6c 0 0 0 0 3 0 0 0 +Senp2 3 0 0 0 0 5 0 0 +Serp2 0 0 2 0 0 0 0 1 +Serpina3h 0 0 0 0 0 0 0 0 +Serpina4-ps1 145 0 0 0 19 117 14 0 +Sfpq 11 3 3 2 0 20 2 1 +Sgsm1 0 0 0 0 2 2 0 0 +Sh2d3c 2 2 3 1 0 2 1 2 +Six3os1 0 0 0 0 0 0 0 8 +Slc12a4 3 0 2 1 1 1 0 0 +Slc22a13b-ps 0 0 0 0 0 1 0 0 +Slc25a43 0 4 0 0 0 0 0 0 +Slc25a44 22 2 1 3 3 33 11 2 +Slc2a4rg-ps 0 0 0 0 0 0 2 0 +Slc35c2 2 0 0 0 0 3 0 0 +Slfn10-ps 0 0 0 0 0 0 0 0 +Slx1b 0 0 0 0 0 3 0 0 +Smarca5-ps 0 0 0 0 0 0 0 0 +Smim4 1 0 1 0 0 0 0 1 +Smok4a 0 0 0 0 0 0 0 0 +Smpx 0 0 0 2 0 0 0 2 +Snapc4 1 0 0 1 0 7 0 0 +Snhg1 8185 2277 1889 5095 5790 6478 5840 2283 +Snhg10 4 1 0 0 0 2 3 0 +Snhg12 1273 233 180 1043 811 922 743 198 +Snhg3 28 9 2 10 6 18 18 3 +Snhg4 7 4 6 11 3 3 3 10 +Snhg5 1 3 1 2 2 0 2 2 +Snhg6 390 145 138 191 236 256 215 191 +Snhg7 34 4 3 15 15 82 13 7 +Snhg8 42 7 5 14 36 19 33 8 +Snhg9 5 2 0 5 0 4 2 4 +Snora15 0 0 0 0 0 0 0 0 +Snora16a 121 12 16 75 44 113 70 13 +Snora17 32 3 3 12 9 82 8 6 +Snora19 0 0 0 0 0 0 0 0 +Snora20 4 1 0 3 1 7 2 0 +Snora21 3 2 0 3 4 4 3 1 +Snora23 8 0 0 1 0 5 0 0 +Snora24 42 7 5 14 33 19 32 8 +Snora26 6 0 1 0 2 1 2 1 +Snora28 25 3 5 5 7 13 8 5 +Snora2b 1 0 0 1 0 0 0 0 +Snora3 14 0 2 5 20 13 9 6 +Snora30 0 0 0 0 0 0 0 1 +Snora31 57 38 38 36 10 81 25 35 +Snora33 2 0 0 0 0 0 0 0 +Snora34 3 2 3 2 5 7 1 3 +Snora35 0 0 0 0 0 0 0 0 +Snora36b 76 79 63 156 53 38 70 98 +Snora41 90 32 20 85 38 25 85 19 +Snora43 1 1 0 3 2 0 0 0 +Snora44 159 76 73 81 82 107 88 58 +Snora47 4 1 1 2 1 2 1 1 +Snora52 24 4 4 13 16 23 13 8 +Snora5c 0 0 0 0 0 0 0 0 +Snora61 50 10 5 23 21 24 20 11 +Snora62 5 0 0 2 0 4 6 0 +Snora64 18 0 0 5 7 15 1 1 +Snora65 24 3 6 2 11 17 14 6 +Snora68 37 10 5 48 23 38 38 14 +Snora69 6 1 0 7 4 10 3 2 +Snora70 1 0 0 0 0 1 2 0 +Snora74a 7 2 5 11 0 2 2 7 +Snora75 4 0 0 3 0 2 0 1 +Snora78 5 2 0 5 0 4 2 4 +Snora7a 30 1 4 7 2 26 9 1 +Snora81 11 0 1 5 0 3 0 2 +Snord100 197 69 56 160 134 160 155 75 +Snord104 9351 886 720 2493 5610 7452 6017 929 +Snord11 150 8 14 47 59 53 54 14 +Snord110 443 266 226 297 338 266 373 262 +Snord111 23 6 4 13 14 10 6 6 +Snord116 0 0 0 0 0 0 0 0 +Snord116l1 0 0 0 0 0 0 0 0 +Snord116l2 0 0 0 0 0 0 0 0 +Snord118 0 0 0 0 0 0 0 0 +Snord12 534 115 104 602 380 354 356 121 +Snord123 10 16 11 42 2 6 6 9 +Snord14a 0 0 0 0 0 0 0 0 +Snord14c 0 0 0 0 0 0 0 0 +Snord14d 0 0 0 0 0 0 0 0 +Snord15a 20 4 3 5 10 9 4 2 +Snord15b 63 26 16 24 24 25 34 7 +Snord16a 136 5 5 29 24 130 30 9 +Snord17 326 116 78 148 228 85 269 110 +Snord19 366 148 118 333 314 465 338 121 +Snord1a 62 7 9 27 54 32 31 8 +Snord1b 14 3 4 4 2 5 3 2 +Snord1c 0 0 0 0 0 0 0 0 +Snord2 914 320 248 479 582 504 625 282 +Snord22 15 9 2 19 6 6 5 7 +Snord23 28 2 0 7 4 36 6 0 +Snord32a 505 164 116 501 394 378 418 170 +Snord33 649 189 195 310 598 709 602 190 +Snord34 34 4 3 13 21 15 19 1 +Snord35a 25 8 6 7 23 39 18 5 +Snord35b 5 3 1 0 1 2 3 0 +Snord37 134 39 32 89 113 74 80 44 +Snord38a 54 9 11 37 42 34 53 15 +Snord42a 61 93 100 30 31 20 35 68 +Snord42b 227 70 66 88 229 137 195 83 +Snord43 666 121 120 542 444 504 438 140 +Snord45b 620 98 72 138 458 244 499 70 +Snord45c 323 57 49 190 212 322 212 62 +Snord47 120 5 8 29 31 49 25 10 +Snord49a 232 84 51 256 151 120 145 75 +Snord49b 393 62 57 216 245 123 294 95 +Snord4a 324 50 39 155 196 165 191 31 +Snord52 4584 654 591 753 3716 3171 3941 649 +Snord53 65 21 11 57 50 23 51 12 +Snord55 462 124 101 450 309 255 250 119 +Snord57 1737 785 744 2031 1351 1445 1388 787 +Snord58b 46 85 81 3 44 29 49 57 +Snord61 46 16 8 75 31 32 12 13 +Snord64 24 22 19 48 13 19 35 17 +Snord65 29 74 90 8 17 19 15 68 +Snord66 884 267 281 340 693 807 696 244 +Snord67 39 4 1 17 18 13 11 5 +Snord68 1644 460 353 1060 1295 805 1310 376 +Snord69 440 157 105 401 341 407 333 117 +Snord7 6 1 0 1 0 0 0 2 +Snord70 23 6 11 16 10 6 14 6 +Snord71 93 20 20 38 51 26 64 29 +Snord72 159 21 24 57 102 123 101 16 +Snord73a 29 3 3 7 6 9 2 5 +Snord8 10 1 3 4 4 6 2 2 +Snord82 47 17 14 19 19 40 18 17 +Snord83b 48 22 12 35 22 34 32 16 +Snord85 3804 911 737 1422 3047 1133 3156 882 +Snord87 390 145 138 190 235 255 215 191 +Snord88a 96 69 73 77 62 101 59 52 +Snord88c 74 29 22 35 41 65 52 23 +Snord89 13 2 2 3 2 8 3 3 +Snord90 43 2 3 46 14 48 10 5 +Snord91a 363 40 29 81 256 358 285 25 +Snord92 23 9 5 17 8 29 7 8 +Snord93 45 54 50 161 29 34 29 33 +Snord95 708 217 195 326 483 675 444 210 +Snord96a 145 16 22 56 71 106 59 12 +Snord98 74 44 24 150 77 96 56 32 +Snord99 931 126 80 847 655 668 555 108 +Sox2ot 0 1 0 1 0 0 0 0 +Speer1-ps1 0 0 0 0 0 0 0 0 +Speer5-ps1 0 0 0 0 0 0 0 0 +Speer6-ps1 0 0 0 0 0 0 0 0 +Speer7-ps1 0 0 0 0 0 0 0 0 +Speer8-ps1 0 0 0 0 0 0 0 0 +Speer9-ps1 1 0 0 0 0 0 0 0 +Spn-ps 0 0 0 0 0 0 0 0 +Spns1 5 0 0 1 1 1 0 1 +Sprr2g 0 0 0 0 0 0 0 0 +Sprr2j-ps 0 0 0 0 0 0 0 0 +Sqrdl 35 1 0 1 4 58 3 0 +Sra1 7 0 0 0 2 4 6 0 +Srsf3 7 2 8 2 11 9 14 4 +Srsf7 1 1 0 0 0 5 0 1 +Srsf9 1 2 0 1 0 7 0 3 +St18 0 0 0 0 0 0 0 0 +St5 7 3 0 1 2 7 2 2 +St7l 8 1 1 1 3 12 4 2 +Stap2 10 0 2 2 1 6 4 0 +Stmn1-rs1 0 0 0 0 0 0 0 0 +Stoml1 0 0 0 0 0 0 0 0 +Stxbp3b 0 0 0 0 0 0 0 0 +Surf1 3 0 0 2 3 7 5 0 +Suv39h2 0 0 0 0 0 0 0 0 +Svip 1 0 2 0 0 1 0 0 +Syce2 6 0 0 0 0 19 1 0 +Sycp1-ps1 0 0 0 0 0 0 0 0 +Szrd1 40 4 0 2 16 40 4 2 +Taf1b 1 1 1 0 0 0 0 0 +Taf1d 357 53 56 156 174 341 230 54 +Tardbp 18 0 1 3 7 20 3 0 +Tbrg3 1 1 0 0 0 0 0 0 +Tcp10a 0 0 0 0 0 0 0 0 +Terc 22 1 0 0 18 10 15 0 +Thap6 2 0 2 2 1 1 0 0 +Tk2 1 2 0 2 1 1 3 0 +Tmem161b 0 0 0 0 2 2 4 0 +Tmem179b 8 0 0 0 0 8 0 0 +Tmem181b-ps 0 0 0 0 0 0 0 0 +Tmem181c-ps 0 0 0 0 0 0 0 0 +Tmem194b 0 0 1 0 1 0 0 0 +Tmem205 35 2 0 1 4 57 6 1 +Tmem41a 7 0 0 0 0 5 2 0 +Tmem51as1 1 0 0 0 0 2 0 0 +Tmem80 0 0 0 1 1 0 0 0 +Tor2a 2 0 0 0 0 11 3 0 +Tpsab1 0 0 0 0 0 0 0 0 +Trappc13 1 0 0 1 0 0 3 1 +Trim30e-ps1 0 0 0 0 0 0 0 0 +Trim52 0 0 0 0 0 0 0 0 +Trmt61b 11 0 0 0 2 5 0 0 +Trpc4 1 4 1 1 0 0 1 0 +Trpt1 2 0 0 0 0 2 0 0 +Trub2 0 0 0 0 0 0 0 0 +Tsix 0 0 0 0 0 4 0 0 +Tslp 0 0 0 1 0 0 0 0 +Tspy-ps 0 0 0 0 0 0 0 0 +Tsr2 0 0 1 0 0 2 0 0 +Tubb2a-ps2 0 0 0 0 0 0 0 0 +Tubgcp4 2 2 0 1 0 7 1 0 +Tug1 18 3 0 16 2 27 6 6 +Tyms 0 0 0 0 0 0 1 1 +Tyms-ps 0 0 0 0 0 0 0 0 +Tysnd1 2 0 0 0 1 7 3 0 +Tyw5 1 1 0 0 0 0 0 1 +U05342 20 0 1 3 3 24 3 0 +U90926 0 0 0 0 0 0 0 0 +Ube2w 3 1 2 1 1 3 1 0 +Ubl4 3 1 0 1 0 5 3 2 +Ubxn11 0 0 0 0 0 0 0 0 +Uchl1as 0 0 0 0 0 0 0 1 +Ufd1l 0 0 1 0 0 6 0 0 +Uqcc 5 0 2 1 0 8 1 1 +Vash2 0 0 0 0 0 0 0 0 +Vaultrc5 243 258 161 383 159 262 286 270 +Vax2os 0 0 0 0 0 0 0 0 +Vmn1r-ps79 0 0 0 0 0 0 0 0 +Vmn2r-ps11 0 0 0 1 0 0 0 0 +Vmn2r-ps129 0 0 0 0 0 0 0 0 +Vmn2r-ps159 0 0 0 0 0 0 0 0 +Vmn2r-ps54 0 0 1 0 0 0 0 0 +Vmn2r-ps60 0 0 0 0 0 0 0 0 +Vmn2r29 2 0 0 0 0 0 0 0 +Vps39 3 1 0 0 0 8 0 0 +Vsig8 194 50 35 100 99 74 109 50 +Wac 15 0 0 0 2 15 2 2 +Wbscr25 0 2 1 0 0 1 0 0 +Wdr13 2 2 1 3 0 1 0 3 +Wdr73 4 0 0 0 0 2 1 0 +Wiz 10 0 1 6 1 3 3 2 +Wls 1 1 0 3 2 0 0 1 +Wwp1 40 0 2 2 4 56 10 4 +Xist 0 0 0 0 0 8 0 0 +Yaf2 2 0 0 0 0 6 0 2 +Yars2 1 0 0 0 1 1 0 0 +Yipf2 1 0 0 1 0 10 0 0 +Ythdf3 16 4 1 4 3 19 3 2 +Zbtb24 1 0 0 1 0 0 0 0 +Zc3h14 11 1 0 0 1 2 2 2 +Zc3h7a 336 148 60 20 17 99 14 60 +Zf12 0 0 0 0 0 0 0 0 +Zfa-ps 0 0 0 0 0 0 0 0 +Zfhx2as 0 0 0 0 0 1 0 0 +Zfp133-ps 0 0 0 0 0 0 0 0 +Zfp207 5 0 2 0 0 9 1 2 +Zfp326 7 2 1 1 0 4 4 0 +Zfp389 0 0 0 0 0 0 0 0 +Zfp410 10 0 2 0 0 6 2 0 +Zfp414 1 0 0 0 0 4 0 0 +Zfp57 0 0 0 0 0 0 0 0 +Zfp572 0 0 0 0 0 0 0 0 +Zfp672 0 0 0 0 0 2 0 0 +Zfp783 0 0 0 0 0 0 0 0 +Zfp809 7 1 0 0 0 4 2 0 +Zfp821 0 0 0 2 2 0 0 0 +Zfp862 4 0 0 0 0 10 2 0 +Zim3 0 0 0 0 0 0 0 0 +Zmynd8 3 5 4 4 3 8 2 1 +Znf41-ps 0 0 0 0 0 0 0 0 +Zp4-ps 0 0 0 0 0 0 0 0 +Zscan4a 0 0 0 0 0 0 0 0 +Zxda 0 0 0 0 0 0 0 0 diff -r 34eedc5fe099 -r 1e20061decdd tool_dependencies.xml --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/tool_dependencies.xml Wed Apr 29 12:07:19 2015 -0400 @@ -0,0 +1,93 @@ + + + + + + + + + + + + + + + + + + + + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/RColorBrewer_1.1-2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/stringr_0.6.2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/gtools_3.4.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/gdata_2.13.3.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/bitops_1.0-6.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/caTools_1.17.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/KernSmooth_2.23-13.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/gplots_2.15.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/limma_3.22.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/edgeR_3.8.5.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/BiocGenerics_0.12.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/S4Vectors_0.4.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/IRanges_2.0.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/GenomeInfoDb_1.2.4.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/XVector_0.6.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/GenomicRanges_1.18.3.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/Rcpp_0.11.3.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/RcppArmadillo_0.4.600.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/Biobase_2.26.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/codetools_0.2-9.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/iterators_1.0.7.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/foreach_1.4.2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/checkmate_1.5.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/BBmisc_1.8.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/brew_1.0-6.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/DBI_0.3.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/digest_0.6.8.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/fail_1.2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/RSQLite_1.0.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/base64enc_0.1-2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/sendmailR_1.2-1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/BatchJobs_1.5.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/BiocParallel_1.0.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/AnnotationDbi_1.28.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/XML_3.98-1.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/xtable_1.7-4.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/annotate_1.44.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/survival_2.37-7.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/genefilter_1.48.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/lattice_0.20-29.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/latticeExtra_0.6-26.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/locfit_1.5-9.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/geneplotter_1.44.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/plyr_1.8.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/gtable_0.1.2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/reshape2_1.4.1.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/dichromat_2.0-0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/colorspace_1.2-4.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/munsell_0.4.2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/labeling_0.3.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/scales_0.2.4.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/proto_0.3-10.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/MASS_7.3-35.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/ggplot2_1.0.0.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/Formula_1.1-2.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/cluster_1.15.3.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/rpart_4.1-8.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/nnet_7.3-8.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/acepack_1.3-3.3.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/foreign_0.8-61.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/Hmisc_3.14-6.tar.gz?raw=true + https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/diffcount/DESeq2_1.6.3.tar.gz?raw=true + + + + + + + Differential gene expression analysis + You may need libxml2-dev for XML to compile + Ubuntu has a bug with libgfortran. To fix that create a symlink like: sudo ln -s /usr/lib/x86_64-linux-gnu/libgfortran.so.3 /usr/lib/x86_64-linux-gnu/libgfortran.so + + +