changeset 136:635f944c2499 draft

Uploaded
author fubar
date Tue, 06 Jan 2015 19:36:41 -0500
parents 543556234f0c
children 48a6a92bbc30
files rgToolFactory.py rgedgeRpaired.xml.camera rgedgeRpaired_nocamera.xml test-data/edgeRtest1out.html test-data/edgeRtest1out.xls test-data/gentestdata.sh test-data/test_bams2mx.xls tool_dependencies.xml
diffstat 8 files changed, 7896 insertions(+), 0 deletions(-) [+]
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/rgToolFactory.py	Tue Jan 06 19:36:41 2015 -0500
@@ -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 = {
+     "&": "&amp;",
+     ">": "&gt;",
+     "<": "&lt;",
+     "$": "\$"
+     }
+
+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
+
+        <tool id="reverse" name="reverse" version="0.01">
+            <description>a tabular file</description>
+            <command interpreter="python">
+            reverse.py --script_path "$runMe" --interpreter "python" 
+            --tool_name "reverse" --input_tab "$input1" --output_tab "$tab_file" 
+            </command>
+            <inputs>
+            <param name="input1"  type="data" format="tabular" label="Select a suitable input file from your history"/><param name="job_name" type="text" label="Supply a name for the outputs to remind you what they contain" value="reverse"/>
+
+            </inputs>
+            <outputs>
+            <data format="tabular" name="tab_file" label="${job_name}"/>
+
+            </outputs>
+            <help>
+            
+**What it Does**
+
+Reverse the columns in a tabular file
+
+            </help>
+            <configfiles>
+            <configfile name="runMe">
+            
+# reverse order of columns in a tabular file
+import sys
+inp = sys.argv[1]
+outp = sys.argv[2]
+i = open(inp,'r')
+o = open(outp,'w')
+for row in i:
+     rs = row.rstrip().split('\t')
+     rs.reverse()
+     o.write('\t'.join(rs))
+     o.write('\n')
+i.close()
+o.close()
+ 
+
+            </configfile>
+            </configfiles>
+            </tool>
+        
+        """ 
+        newXML="""<tool id="%(toolid)s" name="%(toolname)s" version="%(tool_version)s">
+            %(tooldesc)s
+            %(command)s
+            <inputs>
+            %(inputs)s
+            </inputs>
+            <outputs>
+            %(outputs)s
+            </outputs>
+            <configfiles>
+            <configfile name="runMe">
+            %(script)s
+            </configfile>
+            </configfiles>
+            %(tooltests)s
+            <help>
+            %(help)s
+            </help>
+            </tool>""" # needs a dict with toolname, toolid, interpreter, scriptname, command, inputs as a multi line string ready to write, outputs ditto, help ditto
+               
+        newCommand="""<command interpreter="python">
+            %(toolname)s.py --script_path "$runMe" --interpreter "%(interpreter)s" 
+            --tool_name "%(toolname)s" %(command_inputs)s %(command_outputs)s 
+            </command>""" # may NOT be an input or htmlout
+        tooltestsTabOnly = """<tests><test>
+        <param name="input1" value="%(test1Input)s" ftype="tabular"/>
+        <param name="job_name" value="test1"/>
+        <param name="runMe" value="$runMe"/>
+        <output name="tab_file" file="%(test1Output)s" ftype="tabular"/>
+        </test></tests>"""
+        tooltestsHTMLOnly = """<tests><test>
+        <param name="input1" value="%(test1Input)s" ftype="tabular"/>
+        <param name="job_name" value="test1"/>
+        <param name="runMe" value="$runMe"/>
+        <output name="html_file" file="%(test1HTML)s" ftype="html" lines_diff="5"/>
+        </test></tests>"""
+        tooltestsBoth = """<tests><test>
+        <param name="input1" value="%(test1Input)s" ftype="tabular"/>
+        <param name="job_name" value="test1"/>
+        <param name="runMe" value="$runMe"/>
+        <output name="tab_file" file="%(test1Output)s" ftype="tabular" />
+        <output name="html_file" file="%(test1HTML)s" ftype="html" lines_diff="10"/>
+        </test></tests>"""
+        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'] = '<description>%s</description>' % self.opts.tool_desc
+        else:
+            xdict['tooldesc'] = ''
+        xdict['command_outputs'] = '' 
+        xdict['outputs'] = '' 
+        if self.opts.input_tab <> 'None':
+            xdict['command_inputs'] = '--input_tab "$input1" ' # the space may matter a lot if we append something
+            xdict['inputs'] = '<param name="input1"  type="data" format="%s" label="Select a suitable input file from your history"/> \n' % self.inputFormats
+        else:
+            xdict['command_inputs'] = '' # assume no input - eg a random data generator       
+            xdict['inputs'] = ''
+        xdict['inputs'] += '<param name="job_name" type="text" label="Supply a name for the outputs to remind you what they contain" value="%s"/> \n' % self.toolname
+        xdict['toolname'] = self.toolname
+        xdict['toolid'] = self.toolid
+        xdict['interpreter'] = self.opts.interpreter
+        xdict['scriptname'] = self.sfile
+        if self.opts.make_HTML:
+            xdict['command_outputs'] += ' --output_dir "$html_file.files_path" --output_html "$html_file" --make_HTML "yes" '
+            xdict['outputs'] +=  ' <data format="html" name="html_file" label="${job_name}.html"/>\n'
+        if self.opts.output_tab <> 'None':
+            xdict['command_outputs'] += ' --output_tab "$tab_file"'
+            xdict['outputs'] += ' <data format="%s" name="tab_file" label="${job_name}"/>\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 = """<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> 
+        <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en"> 
+        <head> <meta http-equiv="Content-Type" content="text/html; charset=utf-8" /> 
+        <meta name="generator" content="Galaxy %s tool output - see http://getgalaxy.org/" /> 
+        <title></title> 
+        <link rel="stylesheet" href="/static/style/base.css" type="text/css" /> 
+        </head> 
+        <body> 
+        <div class="toolFormBody"> 
+        """ 
+        galhtmlattr = """<hr/><div class="infomessage">This tool (%s) was generated by the <a href="https://bitbucket.org/fubar/galaxytoolfactory/overview">Galaxy Tool Factory</a></div><br/>""" 
+        galhtmlpostfix = """</div></body></html>\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('<div class="infomessage">Galaxy Tool "%s" run at %s</div><br/>' % (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('<tr class="odd_row"><td><a href="%s">%s</a></td><td>%s</td></tr>' % (fname,fname,sfsize))
+                else:
+                    fhtml.append('<tr><td><a href="%s">%s</a></td><td>%s</td></tr>' % (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('<div class="toolFormTitle">%s images and outputs</div>' % sectionname)
+                    html.append('(Click on a thumbnail image to download the corresponding original PDF image)<br/>')
+                    ntogo = nacross # counter for table row padding with empty cells
+                    html.append('<div><table class="simple" cellpadding="2" cellspacing="2">\n<tr>')
+                    for i,paths in enumerate(ourpdfs): 
+                        fname,thumb = paths
+                        s= """<td><a href="%s"><img src="%s" title="Click to download a PDF of %s" hspace="5" width="%d" 
+                           alt="Image called %s"/></a></td>\n""" % (fname,thumb,fname,width,fname)
+                        if ((i+1) % nacross == 0):
+                            s += '</tr>\n'
+                            ntogo = 0
+                            if i < (npdf - 1): # more to come
+                               s += '<tr>'
+                               ntogo = nacross
+                        else:
+                            ntogo -= 1
+                        html.append(s)
+                    if html[-1].strip().endswith('</tr>'):
+                        html.append('</table></div>\n')
+                    else:
+                        if ntogo > 0: # pad
+                           html.append('<td>&nbsp;</td>'*ntogo)
+                        html.append('</tr></table></div>\n')
+                logt = open(logfname,'r').readlines()
+                logtext = [x for x in logt if x.strip() > '']
+                html.append('<div class="toolFormTitle">%s log output</div>' % sectionname)
+                if len(logtext) > 1:
+                    html.append('\n<pre>\n')
+                    html += logtext
+                    html.append('\n</pre>\n')
+                else:
+                    html.append('%s is empty<br/>' % logfname)
+        if len(fhtml) > 0:
+           fhtml.insert(0,'<div><table class="colored" cellpadding="3" cellspacing="3"><tr><th>Output File Name (click to view)</th><th>Size</th></tr>\n')
+           fhtml.append('</table></div><br/>')
+           html.append('<div class="toolFormTitle">All output files available for downloading</div>\n')
+           html += fhtml # add all non-pdf files to the end of the display
+        else:
+            html.append('<div class="warningmessagelarge">### Error - %s returned no files - please confirm that parameters are sane</div>' % 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:
+    <command interpreter="python">rgToolFactory.py --script_path "$scriptPath" --tool_name "foo" --interpreter "Rscript"
+    </command>
+    """
+    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()
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/rgedgeRpaired.xml.camera	Tue Jan 06 19:36:41 2015 -0500
@@ -0,0 +1,1084 @@
+<tool id="rgDifferentialCount" name="Differential_Count" version="0.30">
+  <description>models using BioConductor packages</description>
+  <requirements>
+      <requirement type="package" version="2.14">biocbasics</requirement>
+      <requirement type="package" version="3.0.2">r302</requirement>
+      <requirement type="package" version="1.3.18">graphicsmagick</requirement>
+      <requirement type="package" version="9.10">ghostscript</requirement>
+  </requirements>
+  
+  <command interpreter="python">
+     rgToolFactory.py --script_path "$runme" --interpreter "Rscript" --tool_name "DifferentialCounts" 
+    --output_dir "$html_file.files_path" --output_html "$html_file" --make_HTML "yes"
+  </command>
+  <inputs>
+    <param name="input1"  type="data" format="tabular" label="Select an input matrix - rows are contigs, columns are counts for each sample"
+       help="Use the HTSeq based count matrix preparation tool to create these matrices from BAM/SAM files and a GTF file of genomic features"/>
+    <param name="title" type="text" value="Differential Counts" size="80" label="Title for job outputs" 
+           help="Supply a meaningful name here to remind you what the outputs contain">
+      <sanitizer invalid_char="">
+        <valid initial="string.letters,string.digits"><add value="_" /> </valid>
+      </sanitizer>
+    </param>
+    <param name="treatment_name" type="text" value="Treatment" size="50" label="Treatment Name"/>
+    <param name="Treat_cols" label="Select columns containing treatment." type="data_column" data_ref="input1" numerical="True" 
+         multiple="true" use_header_names="true" size="120" display="checkboxes">
+        <validator type="no_options" message="Please select at least one column."/>
+    </param>
+    <param name="control_name" type="text" value="Control" size="50" label="Control Name"/>
+    <param name="Control_cols" label="Select columns containing control." type="data_column" data_ref="input1" numerical="True" 
+         multiple="true" use_header_names="true" size="120" display="checkboxes" optional="true">
+    </param>
+    <param name="subjectids" type="text" optional="true" size="120" value = ""
+       label="IF SUBJECTS NOT ALL INDEPENDENT! Enter comma separated strings to indicate sample labels for (eg) pairing - must be one for every column in input"
+       help="Leave blank if no pairing, but eg if data from sample id A99 is in columns 2,4 and id C21 is in 3,5 then enter 'A99,C21,A99,C21'">
+      <sanitizer>
+        <valid initial="string.letters,string.digits"><add value="," /> </valid>
+      </sanitizer>
+    </param>
+    <param name="fQ" type="float" value="0.3" size="5" label="Non-differential contig count quantile threshold - zero to analyze all non-zero read count contigs"
+     help="May be a good or a bad idea depending on the biology and the question. EG 0.3 = sparsest 30% of contigs with at least one read are removed before analysis"/>
+    <param name="useNDF" type="boolean" truevalue="T" falsevalue="F" checked="false" size="1" 
+              label="Non differential filter - remove contigs below a threshold (1 per million) for half or more samples"
+     help="May be a good or a bad idea depending on the biology and the question. This was the old default. Quantile based is available as an alternative"/>
+
+    <conditional name="edgeR">
+        <param name="doedgeR" type="select" 
+           label="Run this model using edgeR"
+           help="edgeR uses a negative binomial model and seems to be powerful, even with few replicates">
+          <option value="F">Do not run edgeR</option>
+          <option value="T" selected="true">Run edgeR</option>
+         </param>
+         <when value="T">
+          <param name="edgeR_priordf" type="integer" value="20" size="3" 
+           label="prior.df for tagwise dispersion - lower value = more emphasis on each tag's variance. Replaces prior.n  and prior.df = prior.n * residual.df"
+           help="0 = Use edgeR default. Use a small value to 'smooth' small samples. See edgeR docs and note below"/>
+         </when>
+         <when value="F"></when>
+    </conditional>
+    <conditional name="DESeq2">
+    <param name="doDESeq2" type="select" 
+       label="Run the same model with DESeq2 and compare findings"
+       help="DESeq2 is an update to the DESeq package. It uses different assumptions and methods to edgeR">
+      <option value="F" selected="true">Do not run DESeq2</option>
+      <option value="T">Run DESeq2</option>
+     </param>
+     <when value="T">
+         <param name="DESeq_fitType" type="select">
+            <option value="parametric" selected="true">Parametric (default) fit for dispersions</option>
+            <option value="local">Local fit - this will automagically be used if parametric fit fails</option>
+            <option value="mean">Mean dispersion fit- use this if you really understand what you're doing - read the fine manual linked below in the documentation</option>
+         </param> 
+     </when>
+     <when value="F"> </when>
+    </conditional>
+    <param name="doVoom" type="select" 
+       label="Run the same model with Voom/limma and compare findings"
+       help="Voom uses counts per million and a precise transformation of variance so count data can be analysed using limma">
+      <option value="F" selected="true">Do not run VOOM</option>
+      <option value="T">Run VOOM</option>
+     </param>
+    <!--
+    <conditional name="camera">
+        <param name="doCamera" type="select" label="Run the edgeR implementation of Camera GSEA for up/down gene sets" 
+            help="If yes, you can choose a set of genesets to test and/or supply a gmt format geneset collection from your history">
+        <option value="F" selected="true">Do not run GSEA tests with the Camera algorithm</option>
+        <option value="T">Run GSEA tests with the Camera algorithm</option>
+        </param>
+         <when value="T">
+         <conditional name="gmtSource">
+          <param name="refgmtSource" type="select" 
+             label="Use a gene set (.gmt) from your history and/or use a built-in (MSigDB etc) gene set">
+            <option value="indexed" selected="true">Use a built-in gene set</option>
+            <option value="history">Use a gene set from my history</option>
+            <option value="both">Add a gene set from my history to a built in gene set</option>
+          </param>
+          <when value="indexed">
+            <param name="builtinGMT" type="select" label="Select a gene set matrix (.gmt) file to use for the analysis">
+              <options from_data_table="gseaGMT_3.1">
+                <filter type="sort_by" column="2" />
+                <validator type="no_options" message="No GMT v3.1 files are available - please install them"/>
+              </options>
+            </param>
+          </when>
+          <when value="history">
+            <param name="ownGMT" type="data" format="gmt" label="Select a Gene Set from your history" />
+          </when>
+          <when value="both">
+            <param name="ownGMT" type="data" format="gseagmt" label="Select a Gene Set from your history" />
+            <param name="builtinGMT" type="select" label="Select a gene set matrix (.gmt) file to use for the analysis">
+              <options from_data_table="gseaGMT_4">
+                <filter type="sort_by" column="2" />
+                <validator type="no_options" message="No GMT v4 files are available - please fix tool_data_table and loc files"/>
+              </options>
+            </param>
+           </when>
+         </conditional>
+         </when>
+         <when value="F"> 
+         </when>
+    </conditional>
+    -->
+    <param name="fdrthresh" type="float" value="0.05" size="5" label="P value threshold for FDR filtering for amily wise error rate control"
+     help="Conventional default value of 0.05 recommended"/>
+    <param name="fdrtype" type="select" label="FDR (Type II error) control method" 
+         help="Use fdr or bh typically to control for the number of tests in a reliable way">
+            <option value="fdr" selected="true">fdr</option>
+            <option value="BH">Benjamini Hochberg</option>
+            <option value="BY">Benjamini Yukateli</option>
+            <option value="bonferroni">Bonferroni</option>
+            <option value="hochberg">Hochberg</option>
+            <option value="holm">Holm</option>
+            <option value="hommel">Hommel</option>
+            <option value="none">no control for multiple tests</option>
+    </param>
+  </inputs>
+  <outputs>
+    <data format="tabular" name="out_edgeR" label="${title}_topTable_edgeR.xls">
+         <filter>edgeR['doedgeR'] == "T"</filter>
+    </data>
+    <data format="tabular" name="out_DESeq2" label="${title}_topTable_DESeq2.xls">
+         <filter>DESeq2['doDESeq2'] == "T"</filter>
+    </data>
+    <data format="tabular" name="out_VOOM" label="${title}_topTable_VOOM.xls">
+         <filter>doVoom == "T"</filter>
+    </data>
+    <data format="html" name="html_file" label="${title}.html"/>
+  </outputs>
+ <stdio>
+     <exit_code range="4"   level="fatal"   description="Number of subject ids must match total number of samples in the input matrix" />
+ </stdio>
+ <tests>
+<test>
+<param name='input1' value='test_bams2mx.xls' ftype='tabular' />
+ <param name='treatment_name' value='liver' />
+ <param name='title' value='edgeRtest' />
+ <param name='useNDF' value='' />
+ <param name='doedgeR' value='T' />
+ <param name='doVoom' value='T' />
+ <param name='doDESeq2' value='T' />
+ <param name='fdrtype' value='fdr' />
+ <param name='edgeR_priordf' value="8" />
+ <param name='fdrthresh' value="0.05" />
+ <param name='control_name' value='heart' />
+ <param name='subjectids' value='' />
+ <param name='Control_cols' value='3,4,5,9' />
+ <param name='Treat_cols' value='2,6,7,8' />
+ <output name='out_edgeR' file='edgeRtest1out.xls' compare='diff' />
+ <output name='html_file' file='edgeRtest1out.html'  compare='diff' lines_diff='20' />
+</test>
+</tests>
+
+<configfiles>
+<configfile name="runme">
+<![CDATA[
+# 
+# edgeR.Rscript
+# updated npv 2011 for R 2.14.0 and edgeR 2.4.0 by ross
+# Performs DGE on a count table containing n replicates of two conditions
+#
+# Parameters
+#
+# 1 - Output Dir
+
+# Original edgeR code by: S.Lunke and A.Kaspi
+reallybig = log10(.Machine\$double.xmax)
+reallysmall = log10(.Machine\$double.xmin)
+library('stringr')
+library('gplots')
+library('edgeR')
+hmap2 = function(cmat,nsamp=100,outpdfname='heatmap2.pdf', TName='Treatment',group=NA,myTitle='title goes here')
+{
+# Perform clustering for significant pvalues after controlling FWER
+    samples = colnames(cmat)
+    gu = unique(group)
+    gn = rownames(cmat)
+    if (length(gu) == 2) {
+        col.map = function(g) {if (g==gu[1]) "#FF0000" else "#0000FF"}
+        pcols = unlist(lapply(group,col.map))        
+        } else {
+        colours = rainbow(length(gu),start=0,end=4/6)
+        pcols = colours[match(group,gu)]        }
+    dm = cmat[(! is.na(gn)),] 
+    # remove unlabelled hm rows
+    nprobes = nrow(dm)
+    # sub = paste('Showing',nprobes,'contigs ranked for evidence of differential abundance')
+    if (nprobes > 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(DGEList,deTags, outSmear, outMain)
+        {
+        pdf(outSmear)
+        plotSmear(DGEList,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('normalised 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=paste('Raw:',maint))
+        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('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 = "Filtering_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("<a href=\'",u,"\'>",u,"</a>",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("<a href=\'",url,"\'>",url,"</a>",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(),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") 
+{
+  # Error handling
+  if (length(unique(group))!=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)
+  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]+)"
+  genecards="<a href=\'http://www.genecards.org/index.php?path=/Search/keyword/"
+  ucsc = paste("<a href=\'http://genome.ucsc.edu/cgi-bin/hgTracks?db=",org,sep='')
+  testreg = str_match(allgenes,reg)
+  if (sum(!is.na(testreg[,1]))/length(testreg[,1]) > 0.8) # is ucsc style string
+  {
+    print("@@ using ucsc substitution for urls")
+    contigurls = paste0(ucsc,"&amp;position=chr",testreg[,2],":",testreg[,3],"-",testreg[,4],"\'>",allgenes,"</a>")
+  } else {
+    print("@@ using genecards substitution for urls")
+    contigurls = paste0(genecards,allgenes,"\'>",allgenes,"</a>")
+  }
+  print.noquote("# urls")
+  print.noquote(head(contigurls))
+  print(paste("# Total low count contigs per sample = ",paste(lo,collapse=',')),quote=F) 
+  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)
+  if (doedgeR) {
+  sink('edgeR.log')
+  #### Setup DGEList object
+  DGEList = DGEList(counts=workCM, group = group)
+  DGEList = calcNormFactors(DGEList)
+
+  DGEList = estimateGLMCommonDisp(DGEList,mydesign)
+  comdisp = DGEList\$common.dispersion
+  DGEList = estimateGLMTrendedDisp(DGEList,mydesign)
+  if (edgeR_priordf > 0) {
+    print.noquote(paste("prior.df =",edgeR_priordf))
+    DGEList = estimateGLMTagwiseDisp(DGEList,mydesign,prior.df = edgeR_priordf)
+  } else {
+    DGEList = estimateGLMTagwiseDisp(DGEList,mydesign)
+  }
+  DGLM = glmFit(DGEList,design=mydesign)
+  DE = glmLRT(DGLM,coef=ncol(DGLM\$design)) # always last one - subject is first if needed
+  efflib = DGEList\$samples\$lib.size*DGEList\$samples\$norm.factors
+  normData = (1e+06*DGEList\$counts/efflib)
+  uoutput = cbind( 
+    Name=as.character(rownames(DGEList\$counts)),
+    DE\$table,
+    adj.p.value=p.adjust(DE\$table\$PValue, method=fdrtype),
+    Dispersion=DGEList\$tagwise.dispersion,totreads=cmrowsums,normData,
+    DGEList\$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("edgeR_GoodnessofFit.pdf")
+  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()
+  estpriorn = getPriorN(DGEList)
+  print(paste("Common Dispersion =",comdisp,"CV = ",sqrt(comdisp),"getPriorN = ",estpriorn),quote=F)
+  efflib = DGEList\$samples\$lib.size*DGEList\$samples\$norm.factors
+  normData = (1e+06*DGEList\$counts/efflib)
+  uniqueg = unique(group)
+  #### Plot MDS
+  sample_colors =  match(group,levels(group))
+  sampleTypes = levels(factor(group))
+  print.noquote(sampleTypes)
+  pdf("edgeR_MDSplot.pdf")
+  plotMDS.DGEList(DGEList,main=paste("edgeR 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()
+  colnames(normData) = paste( colnames(normData),'N',sep="_")
+  print(paste('Raw sample read totals',paste(colSums(nonzerod,na.rm=T),collapse=',')))
+  nzd = data.frame(log(nonzerod + 1e-2,10))
+  try( boxPlot(rawrs=nzd,cleanrs=log(normData,10),maint='TMM Normalisation',myTitle=myTitle,pdfname="edgeR_raw_norm_counts_box.pdf") )
+  write.table(soutput,file=out_edgeR, quote=FALSE, sep="\t",row.names=F)
+  tt = cbind( 
+    Name=as.character(rownames(DGEList\$counts)),
+    DE\$table,
+    adj.p.value=p.adjust(DE\$table\$PValue, method=fdrtype),
+    Dispersion=DGEList\$tagwise.dispersion,totreads=cmrowsums
+  )
+  print.noquote("# edgeR Top tags\n")
+  tt = cbind(tt,URL=contigurls) # add to end so table isn't laid out strangely
+  tt = tt[order(DE\$table\$PValue),] 
+  print.noquote(tt[1:50,])
+  deTags = rownames(uoutput[uoutput\$adj.p.value < fdrthresh,])
+  nsig = length(deTags)
+  print(paste('#',nsig,'tags significant at adj p=',fdrthresh),quote=F)
+  deColours = ifelse(deTags,'red','black')
+  pdf("edgeR_BCV_vs_abundance.pdf")
+  plotBCV(DGEList, cex=0.3, main="Biological CV vs abundance")
+  dev.off()
+  dg = DGEList[order(DE\$table\$PValue),]
+  #normData = (1e+06 * dg\$counts/expandAsMatrix(dg\$samples\$lib.size, dim(dg)))
+  efflib = dg\$samples\$lib.size*dg\$samples\$norm.factors
+  normData = (1e+06*dg\$counts/efflib)
+  outpdfname="edgeR_top_100_heatmap.pdf"
+  hmap2(normData,nsamp=100,TName=TName,group=group,outpdfname=outpdfname,myTitle=paste('edgeR Heatmap',myTitle))
+  outSmear = "edgeR_smearplot.pdf"
+  outMain = paste("Smear Plot for ",TName,' Vs ',CName,' (FDR@',fdrthresh,' N = ',nsig,')',sep='')
+  smearPlot(DGEList=DGEList,deTags=deTags, outSmear=outSmear, outMain = outMain)
+  qqPlot(descr=paste(myTitle,'edgeR adj p QQ plot'),pvector=tt\$adj.p.value,outpdf='edgeR_qqplot.pdf')
+  norm.factor = DGEList\$samples\$norm.factors
+  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()
+  } ### doedgeR
+  if (doDESeq2 == T)
+  {
+    sink("DESeq2.log")
+    # 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))
+        }
+    #DESeq2 = DESeq(deSEQds,fitType='local',pAdjustMethod=fdrtype)
+    #rDESeq = results(DESeq2)
+    #newCountDataSet(workCM, group)
+    deSeqDatsizefac = estimateSizeFactors(deSEQds)
+    deSeqDatdisp = estimateDispersions(deSeqDatsizefac,fitType=DESeq_fitType)
+    resDESeq = nbinomWaldTest(deSeqDatdisp, pAdjustMethod=fdrtype)
+    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='DESeq2_qqplot.pdf')
+    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("DESeq2_dispersion_estimates.pdf")
+    plotDispEsts(resDESeq)
+    dev.off()
+    ysmall = abs(min(rDESeq\$log2FoldChange))
+    ybig = abs(max(rDESeq\$log2FoldChange))
+    ylimit = min(4,ysmall,ybig)
+    pdf("DESeq2_MA_plot.pdf")
+    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("DESeq2_sample_distance_plot.pdf")
+    heatmap.2(sdmat,trace="none",main=paste(myTitle,"DESeq2 sample distances"),
+         col = colorRampPalette( rev(brewer.pal(9, "RdBu")) )(255))
+    dev.off()
+    ###outpdfname="DESeq2_top50_heatmap.pdf"
+    ###hmap2(sresDESeq,nsamp=50,TName=TName,group=group,outpdfname=outpdfname,myTitle=paste('DESeq2 vst rlog Heatmap',myTitle))
+    sink()
+    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("DESeq2_PCA_plot.pdf")
+         #### wtf - print? Seems needed to get this to work
+         print(ppca)
+         dev.off()
+        }
+  }
+
+  if (doVoom == T) {
+      sink('VOOM.log')
+      if (doedgeR == F) {
+         #### Setup DGEList object
+         DGEList = DGEList(counts=workCM, group = group)
+         DGEList = calcNormFactors(DGEList)
+         DGEList = estimateGLMCommonDisp(DGEList,mydesign)
+         DGEList = estimateGLMTrendedDisp(DGEList,mydesign)
+         DGEList = estimateGLMTagwiseDisp(DGEList,mydesign)
+         DGEList = estimateGLMTagwiseDisp(DGEList,mydesign)
+         norm.factor = DGEList\$samples\$norm.factors
+         }
+      pdf("VOOM_mean_variance_plot.pdf")
+      dat.voomed = voom(DGEList, mydesign, plot = TRUE, lib.size = colSums(workCM) * norm.factor)
+      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='VOOM_qqplot.pdf')
+      rownames(rvoom) = rownames(workCM)
+      rvoom = cbind(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% topresults.voom\$ID)
+      voomcounts = rep(0, length(allgenes))
+      voomcounts[voomcountsindex] = 1
+      sink()
+  }
+
+  if (doCamera) {
+  doGSEA(y=DGEList,design=mydesign,histgmt=histgmt,bigmt=bigmt,ntest=20,myTitle=myTitle,
+    outfname=paste(mt,"GSEA.xls",sep="_"),fdrthresh=fdrthresh,fdrtype=fdrtype)
+  }
+
+  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 = "Venn_significant_genes_overlap.pdf" 
+      pdf(vennf)
+      vennDiagram(counts.venn,main=vennmain,col="maroon")
+      dev.off()
+    }
+  } #### doDESeq2 or doVoom
+  
+}
+#### Done
+
+###sink(stdout(),append=T,type="message")
+builtin_gmt = ""
+history_gmt = ""
+history_gmt_name = ""
+out_edgeR = F
+out_DESeq2 = F
+out_VOOM = "$out_VOOM"
+doDESeq2 = $DESeq2.doDESeq2 # make these T or F
+doVoom = $doVoom
+doCamera = F
+doedgeR = $edgeR.doedgeR
+edgeR_priordf = 0
+
+
+#if $doVoom == "T":
+  out_VOOM = "$out_VOOM"
+#end if
+
+#if $DESeq2.doDESeq2 == "T":
+  out_DESeq2 = "$out_DESeq2"
+  DESeq_fitType = "$DESeq2.DESeq_fitType"
+#end if
+
+#if $edgeR.doedgeR == "T":
+  out_edgeR = "$out_edgeR"
+  edgeR_priordf = $edgeR.edgeR_priordf  
+#end if
+
+<!--
+#if $camera.doCamera == 'T'
+ doCamera = $camera.doCamera
+ #if $camera.gmtSource.refgmtSource == "indexed" or $camera.gmtSource.refgmtSource == "both":
+  builtin_gmt = "${camera.gmtSource.builtinGMT.fields.path}"
+ #end if
+ #if $camera.gmtSource.refgmtSource == "history" or $camera.gmtSource.refgmtSource == "both":
+    history_gmt = "${camera.gmtSource.ownGMT}"
+    history_gmt_name = "${camera.gmtSource.ownGMT.name}"
+  #end if
+#end if
+-->
+
+if (sum(c(doedgeR,doVoom,doDESeq2)) == 0)
+{
+write("No methods chosen - nothing to do! Please try again after choosing one or more methods", stderr())
+quit(save="no",status=2)
+}
+
+Out_Dir = "$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')
+useCols = c(TCols,CCols)
+if (file.exists(Out_Dir) == F) dir.create(Out_Dir)
+Count_Matrix = read.table(Input,header=T,row.names=1,sep='\t') #Load tab file assume header
+snames = colnames(Count_Matrix)
+nsamples = length(snames)
+if (nsubj >  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)) )             #Build a group descriptor
+group = factor(group, levels=c(ControlName,TreatmentName))
+colnames(Count_Matrix) = paste(group,colnames(Count_Matrix),sep="_")                   #Relable columns
+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,
+                 doDESeq2=doDESeq2,doVoom=doVoom,doCamera=doCamera,doedgeR=doedgeR,org=org,
+                 histgmt=history_gmt,bigmt=builtin_gmt,DESeq_fitType=DESeq_fitType)
+sessionInfo()
+]]>
+</configfile>
+</configfiles>
+<help>
+
+**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.
+
+**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
+</help>
+
+</tool>
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/rgedgeRpaired_nocamera.xml	Tue Jan 06 19:36:41 2015 -0500
@@ -0,0 +1,1069 @@
+<tool id="rgdifferentialcount" name="Differential_Count" version="0.28">
+  <description>models using BioConductor packages</description>
+  <requirements>
+      <requirement type="package" version="3.1.2">R</requirement>
+      <requirement type="package" version="1.3.18">graphicsmagick</requirement>
+      <requirement type="package" version="9.10">ghostscript</requirement> 
+      <requirement type="package" version="2.14">biocbasics</requirement>
+  </requirements>
+  
+  <command interpreter="python">
+     rgToolFactory.py --script_path "$runme" --interpreter "Rscript" --tool_name "Differential_Counts" 
+    --output_dir "$html_file.files_path" --output_html "$html_file" --make_HTML "yes"
+  </command>
+  <inputs>
+    <param name="input1"  type="data" format="tabular" label="Select an input matrix - rows are contigs, columns are counts for each sample"
+       help="Use the HTSeq based count matrix preparation tool to create these matrices from BAM/SAM files and a GTF file of genomic features"/>
+    <param name="title" type="text" value="Differential Counts" size="80" label="Title for job outputs" 
+           help="Supply a meaningful name here to remind you what the outputs contain">
+      <sanitizer invalid_char="">
+        <valid initial="string.letters,string.digits"><add value="_" /> </valid>
+      </sanitizer>
+    </param>
+    <param name="treatment_name" type="text" value="Treatment" size="50" label="Treatment Name"/>
+    <param name="Treat_cols" label="Select columns containing treatment." type="data_column" data_ref="input1" numerical="True" 
+         multiple="true" use_header_names="true" size="120" display="checkboxes"  force_select="True">
+        <validator type="no_options" message="Please select at least one column."/>
+    </param>
+    <param name="control_name" type="text" value="Control" size="50" label="Control Name"/>
+    <param name="Control_cols" label="Select columns containing control." type="data_column" data_ref="input1" numerical="True" 
+         multiple="true" use_header_names="true" size="120" display="checkboxes"  force_select="True">
+    </param>
+    <param name="subjectids" type="text" optional="true" size="120" value = ""
+       label="IF SUBJECTS NOT ALL INDEPENDENT! Enter comma separated strings to indicate sample labels for (eg) pairing - must be one for every column in input"
+       help="Leave blank if no pairing, but eg if data from sample id A99 is in columns 2,4 and id C21 is in 3,5 then enter 'A99,C21,A99,C21'">
+      <sanitizer>
+        <valid initial="string.letters,string.digits"><add value="," /> </valid>
+      </sanitizer>
+    </param>
+    <param name="fQ" type="float" value="0.3" size="5" label="Non-differential contig count quantile threshold - zero to analyze all non-zero read count contigs"
+     help="May be a good or a bad idea depending on the biology and the question. EG 0.3 = sparsest 30% of contigs with at least one read are removed before analysis"/>
+    <param name="useNDF" type="boolean" truevalue="T" falsevalue="F" checked="false" size="1" 
+              label="Non differential filter - remove contigs below a threshold (1 per million) for half or more samples"
+     help="May be a good or a bad idea depending on the biology and the question. This was the old default. Quantile based is available as an alternative"/>
+
+    <conditional name="edgeR">
+        <param name="doedgeR" type="select" 
+           label="Run this model using edgeR"
+           help="edgeR uses a negative binomial model and seems to be powerful, even with few replicates">
+          <option value="F">Do not run edgeR</option>
+          <option value="T" selected="true">Run edgeR</option>
+         </param>
+         <when value="T">
+          <param name="edgeR_priordf" type="integer" value="10" size="3" 
+           label="prior.df for tagwise dispersion - larger value = more squeezing of tag dispersions to common dispersion. Replaces prior.n  and prior.df = prior.n * residual.df"
+           help="10 = edgeR default. Use a larger value to 'smooth' small samples. See edgeR docs and note below"/>
+          <param name="edgeR_robust_method" type="select" value="20" size="3" 
+           label="Use robust dispersion method"
+           help="Use ordinary, anscombe or deviance robust deviance estimates">
+             <option value="ordinary" selected="true">Use ordinary deviance estimates</option>
+             <option value="deviance">Use robust deviance estimates</option>
+             <option value="anscombe">use Anscombe robust deviance estimates</option>
+          </param>
+         </when>
+         <when value="F"></when>
+    </conditional>
+    <conditional name="DESeq2">
+    <param name="doDESeq2" type="select" 
+       label="Run the same model with DESeq2 and compare findings"
+       help="DESeq2 is an update to the DESeq package. It uses different assumptions and methods to edgeR">
+      <option value="F" selected="true">Do not run DESeq2</option>
+      <option value="T">Run DESeq2</option>
+     </param>
+     <when value="T">
+         <param name="DESeq_fitType" type="select">
+            <option value="parametric" selected="true">Parametric (default) fit for dispersions</option>
+            <option value="local">Local fit - this will automagically be used if parametric fit fails</option>
+            <option value="mean">Mean dispersion fit- use this if you really understand what you're doing - read the fine manual linked below in the documentation</option>
+         </param> 
+     </when>
+     <when value="F"> </when>
+    </conditional>
+    <param name="doVoom" type="select" 
+       label="Run the same model with Voom/limma and compare findings"
+       help="Voom uses counts per million and a precise transformation of variance so count data can be analysed using limma">
+      <option value="F" selected="true">Do not run VOOM</option>
+      <option value="T">Run VOOM</option>
+     </param>
+    <param name="fdrthresh" type="float" value="0.05" size="5" label="P value threshold for FDR filtering for amily wise error rate control"
+     help="Conventional default value of 0.05 recommended"/>
+    <param name="fdrtype" type="select" label="FDR (Type II error) control method" 
+         help="Use fdr or bh typically to control for the number of tests in a reliable way">
+            <option value="fdr" selected="true">fdr</option>
+            <option value="BH">Benjamini Hochberg</option>
+            <option value="BY">Benjamini Yukateli</option>
+            <option value="bonferroni">Bonferroni</option>
+            <option value="hochberg">Hochberg</option>
+            <option value="holm">Holm</option>
+            <option value="hommel">Hommel</option>
+            <option value="none">no control for multiple tests</option>
+    </param>
+  </inputs>
+  <outputs>
+    <data format="tabular" name="out_edgeR" label="${title}_topTable_edgeR.xls">
+         <filter>edgeR['doedgeR'] == "T"</filter>
+    </data>
+    <data format="tabular" name="out_DESeq2" label="${title}_topTable_DESeq2.xls">
+         <filter>DESeq2['doDESeq2'] == "T"</filter>
+    </data>
+    <data format="tabular" name="out_VOOM" label="${title}_topTable_VOOM.xls">
+         <filter>doVoom == "T"</filter>
+    </data>
+    <data format="html" name="html_file" label="${title}.html"/>
+  </outputs>
+ <stdio>
+     <exit_code range="4"   level="fatal"   description="Number of subject ids must match total number of samples in the input matrix" />
+ </stdio>
+ <tests>
+<test>
+<param name='input1' value='test_bams2mx.xls' ftype='tabular' />
+ <param name='treatment_name' value='liver' />
+ <param name='title' value='edgeRtest' />
+ <param name='useNDF' value='' />
+ <param name='doedgeR' value='T' />
+ <param name='doVoom' value='T' />
+ <param name='doDESeq2' value='T' />
+ <param name='fdrtype' value='fdr' />
+ <param name='edgeR_priordf' value="8" />
+ <param name='edgeR_robust' value="ordinary" />
+ <param name='fdrthresh' value="0.05" />
+ <param name='control_name' value='heart' />
+ <param name='subjectids' value='' />
+ <param name='Control_cols' value='3,4,5,9' />
+ <param name='Treat_cols' value='2,6,7,8' />
+ <output name='out_edgeR' file='edgeRtest1out.xls' compare='diff' />
+ <output name='html_file' file='edgeRtest1out.html'  compare='diff' lines_diff='20' />
+</test>
+</tests>
+
+<configfiles>
+<configfile name="runme">
+<![CDATA[
+# 
+# edgeR.Rscript
+# updated feb 2014 adding outlier-robust deviance estimate options by ross for R 3.0.2/bioc 2.13
+# updated npv 2011 for R 2.14.0 and edgeR 2.4.0 by ross
+# Performs DGE on a count table containing n replicates of two conditions
+#
+# Parameters
+#
+# 1 - Output Dir
+
+# Original edgeR code by: S.Lunke and A.Kaspi
+reallybig = log10(.Machine\$double.xmax)
+reallysmall = log10(.Machine\$double.xmin)
+library("stringr")
+library("gplots")
+library("edgeR")
+hmap2 = function(cmat,nsamp=100,outpdfname='heatmap2.pdf', TName='Treatment',group=NA,myTitle='title goes here')
+{
+# Perform clustering for significant pvalues after controlling FWER
+    samples = colnames(cmat)
+    gu = unique(group)
+    gn = rownames(cmat)
+    if (length(gu) == 2) {
+        col.map = function(g) {if (g==gu[1]) "#FF0000" else "#0000FF"}
+        pcols = unlist(lapply(group,col.map))        
+        } else {
+        colours = rainbow(length(gu),start=0,end=4/6)
+        pcols = colours[match(group,gu)]        }
+    dm = cmat[(! is.na(gn)),] 
+    # remove unlabelled hm rows
+    nprobes = nrow(dm)
+    # sub = paste('Showing',nprobes,'contigs ranked for evidence of differential abundance')
+    if (nprobes > 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("<a href=\'",u,"\'>",u,"</a>",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("<a href=\'",url,"\'>",url,"</a>",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="<a href=\'http://www.genecards.org/index.php?path=/Search/keyword/"
+  ucsc = paste("<a href=\'http://genome.ucsc.edu/cgi-bin/hgTracks?db=",org,sep='')
+  testreg = str_match(allgenes,reg)
+  if (sum(!is.na(testreg[,1]))/length(testreg[,1]) > 0.8) # is ucsc style string
+  {
+    print("@@ using ucsc substitution for urls")
+    contigurls = paste0(ucsc,"&amp;position=chr",testreg[,2],":",testreg[,3],"-",testreg[,4],"\'>",allgenes,"</a>")
+  } else {
+    print("@@ using genecards substitution for urls")
+    contigurls = paste0(genecards,allgenes,"\'>",allgenes,"</a>")
+  }
+  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')
+<![CDATA[
+useCols = c(TCols,CCols)
+if (file.exists(Out_Dir) == F) dir.create(Out_Dir)
+Count_Matrix = read.table(Input,header=T,row.names=1,sep='\t') 
+snames = colnames(Count_Matrix)
+nsamples = length(snames)
+if (nsubj >  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()
+]]>
+</configfile>
+</configfiles>
+<help>
+
+**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
+</help>
+
+</tool>
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/edgeRtest1out.html	Tue Jan 06 19:36:41 2015 -0500
@@ -0,0 +1,621 @@
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> 
+        <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en"> 
+        <head> <meta http-equiv="Content-Type" content="text/html; charset=utf-8" /> 
+        <meta name="generator" content="Galaxy rgToolFactory.py tool output - see http://getgalaxy.org/" /> 
+        <title></title> 
+        <link rel="stylesheet" href="/static/style/base.css" type="text/css" /> 
+        </head> 
+        <body> 
+        <div class="toolFormBody"> 
+        
+<div class="infomessage">Galaxy Tool "Differential_Counts" run at 28/12/2014 21:02:37</div><br/>
+<div class="toolFormTitle">DESeq2 images and outputs</div>
+(Click on a thumbnail image to download the corresponding original PDF image)<br/>
+<div><table class="simple" cellpadding="2" cellspacing="2">
+<tr>
+<td><a href="DESeq2_edgeRtest_MA_plot.pdf"><img src="DESeq2_edgeRtest_MA_plot.png" title="Click to download a PDF of DESeq2_edgeRtest_MA_plot.pdf" hspace="5" width="400" 
+                           alt="Image called DESeq2_edgeRtest_MA_plot.pdf"/></a></td>
+
+<td><a href="DESeq2_edgeRtest_PCA_plot.pdf"><img src="DESeq2_edgeRtest_PCA_plot.png" title="Click to download a PDF of DESeq2_edgeRtest_PCA_plot.pdf" hspace="5" width="400" 
+                           alt="Image called DESeq2_edgeRtest_PCA_plot.pdf"/></a></td>
+
+<td><a href="DESeq2_edgeRtest_dispersion_estimates.pdf"><img src="DESeq2_edgeRtest_dispersion_estimates.png" title="Click to download a PDF of DESeq2_edgeRtest_dispersion_estimates.pdf" hspace="5" width="400" 
+                           alt="Image called DESeq2_edgeRtest_dispersion_estimates.pdf"/></a></td>
+</tr>
+<tr>
+<td><a href="DESeq2_edgeRtest_qqplot.pdf"><img src="DESeq2_edgeRtest_qqplot.png" title="Click to download a PDF of DESeq2_edgeRtest_qqplot.pdf" hspace="5" width="400" 
+                           alt="Image called DESeq2_edgeRtest_qqplot.pdf"/></a></td>
+
+<td><a href="DESeq2_edgeRtest_sample_distance_plot.pdf"><img src="DESeq2_edgeRtest_sample_distance_plot.png" title="Click to download a PDF of DESeq2_edgeRtest_sample_distance_plot.pdf" hspace="5" width="400" 
+                           alt="Image called DESeq2_edgeRtest_sample_distance_plot.pdf"/></a></td>
+
+<td>&nbsp;</td>
+</tr></table></div>
+
+<div class="toolFormTitle">DESeq2 log output</div>
+
+<pre>
+
+# DESeq top 50
+
+                     Contig     baseMean log2FoldChange     lfcSE       stat        pvalue          padj  NReads                                                                                               URL
+
+Mir192               Mir192 271352.97636       6.965264 0.2150593  32.387646 4.096935e-230 3.818343e-227 2325567               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir192'>Mir192</a>
+
+Mir122a             Mir122a  10112.31117      10.312083 0.3292695  31.318061 2.649329e-215 1.234587e-212   90428             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir122a'>Mir122a</a>
+
+Mir149               Mir149    810.35429      -6.911118 0.2341392 -29.517132 1.735536e-191 5.391733e-189    6164               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir149'>Mir149</a>
+
+Mir23a               Mir23a   1289.18043      -3.104086 0.1191688 -26.047815 1.424245e-149 3.318491e-147   10118               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir23a'>Mir23a</a>
+
+Mir181d             Mir181d    275.22797      -3.581172 0.1778187 -20.139461  3.329373e-90  6.205952e-88    2139             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181d'>Mir181d</a>
+
+Mir204               Mir204    347.57397      -7.284200 0.3771119 -19.315751  3.959346e-83  6.150183e-81    2601               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir204'>Mir204</a>
+
+Mir23b               Mir23b   2028.55377      -2.065110 0.1085802 -19.019217  1.182361e-80  1.574229e-78   16387               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir23b'>Mir23b</a>
+
+Mir27a               Mir27a   2788.72629      -3.016676 0.1688167 -17.869539  2.036708e-71  2.372765e-69   21886               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir27a'>Mir27a</a>
+
+Mir195               Mir195    519.86200      -3.152795 0.1784796 -17.664734  7.838131e-70  8.116820e-68    3962               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir195'>Mir195</a>
+
+Mir194-2           Mir194-2    391.65678       5.222911 0.3099275  16.852045  1.013492e-63  9.445744e-62    3570           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir194-2'>Mir194-2</a>
+
+Mir208b             Mir208b   1649.77924     -11.396172 0.6771238 -16.830264  1.464482e-63  1.240816e-61   14756             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir208b'>Mir208b</a>
+
+Mir10b               Mir10b  27820.40551      -5.071453 0.3044884 -16.655656  2.753110e-62  2.138249e-60  197340               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir10b'>Mir10b</a>
+
+Mir181c             Mir181c   2765.96510      -3.660964 0.2275711 -16.087120  3.141152e-58  2.251965e-56   23605             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181c'>Mir181c</a>
+
+Mir208a             Mir208a    616.76981     -10.356524 0.6559218 -15.789267  3.688391e-56  2.455415e-54    4638             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir208a'>Mir208a</a>
+
+Mir490               Mir490    220.99790      -8.059660 0.5142876 -15.671504  2.369067e-55  1.471980e-53    1741               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir490'>Mir490</a>
+
+Mir203               Mir203    772.92882       1.990849 0.1274099  15.625546  4.877239e-55  2.840992e-53    6739               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir203'>Mir203</a>
+
+Mir215               Mir215    152.78082      -3.004380 0.1939090 -15.493765  3.822341e-54  2.095542e-52    1182               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir215'>Mir215</a>
+
+Dnm3os               Dnm3os    179.61643      -3.278392 0.2166491 -15.132265  9.922045e-52  5.137415e-50    1401               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Dnm3os'>Dnm3os</a>
+
+Mir214               Mir214    134.69038      -3.216444 0.2154916 -14.926074  2.230149e-50  1.093947e-48    1048               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir214'>Mir214</a>
+
+Mir21                 Mir21  26121.31011       2.963903 0.2008617  14.755939  2.817433e-49  1.312924e-47  229120                 <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir21'>Mir21</a>
+
+Mir1948             Mir1948    263.89527       7.074045 0.4867226  14.534039  7.374076e-48  3.272685e-46    2404             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir1948'>Mir1948</a>
+
+Mir27b               Mir27b  76478.05753      -1.904653 0.1312889 -14.507339  1.088626e-47  4.611815e-46  625308               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir27b'>Mir27b</a>
+
+Rabggtb             Rabggtb   2257.19195       1.988368 0.1401741  14.184987  1.134862e-45  4.598659e-44   19535             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Rabggtb'>Rabggtb</a>
+
+Mir499               Mir499    712.45950     -10.577061 0.7528467 -14.049423  7.766426e-45  3.015962e-43    6527               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir499'>Mir499</a>
+
+Mir101b             Mir101b   6846.19683       3.791681 0.2809666  13.495132  1.670548e-41  6.227801e-40   59019             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir101b'>Mir101b</a>
+
+Mir132               Mir132    106.46062      -2.797928 0.2083376 -13.429779  4.046171e-41  1.450397e-39     857               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir132'>Mir132</a>
+
+Mir143hg           Mir143hg 180217.77425      -2.169143 0.1685614 -12.868566  6.764677e-38  2.335066e-36 1407364           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir143hg'>Mir143hg</a>
+
+Mir143               Mir143 179219.35960      -2.170303 0.1696199 -12.795094  1.746402e-37  5.813025e-36 1399819               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir143'>Mir143</a>
+
+Mir155               Mir155     57.66182      -3.788079 0.3056585 -12.393175  2.845516e-35  9.144898e-34     463               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir155'>Mir155</a>
+
+Mir322               Mir322    899.53469      -3.126011 0.2622596 -11.919531  9.363380e-33  2.908890e-31    7074               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir322'>Mir322</a>
+
+Mir378               Mir378    483.21548      -2.994300 0.2577321 -11.617876  3.343461e-31  1.005195e-29    4075               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir378'>Mir378</a>
+
+Mir24-2             Mir24-2    424.48288      -2.712674 0.2361028 -11.489378  1.491830e-30  4.213289e-29    3470             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir24-2'>Mir24-2</a>
+
+Mir3074-2         Mir3074-2    424.48288      -2.712674 0.2361028 -11.489378  1.491830e-30  4.213289e-29    3470         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir3074-2'>Mir3074-2</a>
+
+Mir199b             Mir199b     47.84725      -5.294373 0.4644474 -11.399295  4.215163e-30  1.155451e-28     370             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir199b'>Mir199b</a>
+
+Mir802               Mir802    166.83414       8.816580 0.7782636  11.328527  9.478530e-30  2.523997e-28    1514               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir802'>Mir802</a>
+
+Mir125b-2         Mir125b-2    493.08516      -2.919341 0.2631193 -11.095122  1.324798e-28  3.429754e-27    3837         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir125b-2'>Mir125b-2</a>
+
+Mir301               Mir301    260.53406      -1.676984 0.1526772 -10.983852  4.570133e-28  1.151179e-26    2119               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir301'>Mir301</a>
+
+Snord104           Snord104   3851.90119       2.386573 0.2173857  10.978522  4.847915e-28  1.189015e-26   33458           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Snord104'>Snord104</a>
+
+Mir150               Mir150    553.20599      -2.836881 0.2595088 -10.931734  8.127991e-28  1.942381e-26    4229               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir150'>Mir150</a>
+
+Mir148a             Mir148a 118994.46955       2.678852 0.2481801  10.793984  3.675045e-27  8.562855e-26 1002397             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir148a'>Mir148a</a>
+
+5430416N02Rik 5430416N02Rik     62.15966       3.089960 0.2941123  10.506053  8.101331e-26  1.841571e-24     564 <a href='http://www.genecards.org/index.php?path=/Search/keyword/5430416N02Rik'>5430416N02Rik</a>
+
+Mir193               Mir193     45.70861       4.991530 0.4814098  10.368568  3.446495e-25  7.647936e-24     421               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir193'>Mir193</a>
+
+Mir3073             Mir3073     98.93199       8.208709 0.7944742  10.332254  5.036321e-25  1.091593e-23     904             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir3073'>Mir3073</a>
+
+Mir125b-1         Mir125b-1     79.01988      -3.020660 0.2937360 -10.283590  8.355635e-25  1.769875e-23     609         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir125b-1'>Mir125b-1</a>
+
+2610203C20Rik 2610203C20Rik     79.17666      -3.023491 0.2948614 -10.253939  1.136165e-24  2.353124e-23     610 <a href='http://www.genecards.org/index.php?path=/Search/keyword/2610203C20Rik'>2610203C20Rik</a>
+
+Mir181a-1         Mir181a-1     59.53826      -3.151487 0.3211628  -9.812740  9.923710e-23  2.010630e-21     506         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181a-1'>Mir181a-1</a>
+
+Mir184               Mir184     32.23796      -4.865023 0.4962776  -9.803028  1.092606e-22  2.166615e-21     247               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir184'>Mir184</a>
+
+Mir199a-2         Mir199a-2     44.84878      -3.422216 0.3545647  -9.651880  4.826276e-22  9.371019e-21     352         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir199a-2'>Mir199a-2</a>
+
+Mir182               Mir182    886.79583       4.919630 0.5101689   9.643140  5.255515e-22  9.996204e-21    7189               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir182'>Mir182</a>
+
+Snord91a           Snord91a    168.95251       2.700421 0.2835464   9.523738  1.670595e-21  3.113990e-20    1437           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Snord91a'>Snord91a</a>
+
+
+</pre>
+
+<div class="toolFormTitle">Differential images and outputs</div>
+(Click on a thumbnail image to download the corresponding original PDF image)<br/>
+<div><table class="simple" cellpadding="2" cellspacing="2">
+<tr>
+<td><a href="Differential_rowsum_bar_charts.pdf"><img src="Differential_rowsum_bar_charts.png" title="Click to download a PDF of Differential_rowsum_bar_charts.pdf" hspace="5" width="400" 
+                           alt="Image called Differential_rowsum_bar_charts.pdf"/></a></td>
+
+<td><a href="Differential_venn_edgeRtest_significant_genes_overlap.pdf"><img src="Differential_venn_edgeRtest_significant_genes_overlap.png" title="Click to download a PDF of Differential_venn_edgeRtest_significant_genes_overlap.pdf" hspace="5" width="400" 
+                           alt="Image called Differential_venn_edgeRtest_significant_genes_overlap.pdf"/></a></td>
+</tr>
+
+</table></div>
+
+<div class="toolFormTitle">Differential log output</div>
+
+<pre>
+
+[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
+
+
+</pre>
+
+<div class="toolFormTitle">Differential log output</div>
+
+<pre>
+
+Attaching package: ‘gplots’
+
+The following object is masked from ‘package:stats’:
+
+    lowess
+
+Loading required package: methods
+
+Loading required package: limma
+
+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, 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: XVector
+
+Loading required package: Rcpp
+
+Loading required package: RcppArmadillo
+
+gene-wise dispersion estimates
+
+mean-dispersion relationship
+
+final dispersion estimates
+
+you had estimated gene-wise dispersions, removing these
+
+you had estimated fitted dispersions, removing these
+
+you had estimated gene-wise dispersions, removing these
+
+you had estimated fitted dispersions, removing these
+
+Warning message:
+
+closing unused connection 4 (edgeR.log) 
+
+Warning message:
+
+In sink() : no sink to remove
+
+
+</pre>
+
+<div class="toolFormTitle">VOOM images and outputs</div>
+(Click on a thumbnail image to download the corresponding original PDF image)<br/>
+<div><table class="simple" cellpadding="2" cellspacing="2">
+<tr>
+<td><a href="VOOM_edgeRtest_mean_variance_plot.pdf"><img src="VOOM_edgeRtest_mean_variance_plot.png" title="Click to download a PDF of VOOM_edgeRtest_mean_variance_plot.pdf" hspace="5" width="400" 
+                           alt="Image called VOOM_edgeRtest_mean_variance_plot.pdf"/></a></td>
+
+<td><a href="VOOM_edgeRtest_qqplot.pdf"><img src="VOOM_edgeRtest_qqplot.png" title="Click to download a PDF of VOOM_edgeRtest_qqplot.pdf" hspace="5" width="400" 
+                           alt="Image called VOOM_edgeRtest_qqplot.pdf"/></a></td>
+</tr>
+
+</table></div>
+
+<div class="toolFormTitle">VOOM log output</div>
+
+<pre>
+
+# 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               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir192'>Mir192</a>
+
+Mir208a             Mir208a -10.458438  3.8918506 -29.183545 2.249812e-13 1.283518e-10 19.141041    4638             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir208a'>Mir208a</a>
+
+Mir3073             Mir3073   8.318578  2.6485638  25.821264 1.102217e-12 4.192097e-10 18.063600     904             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir3073'>Mir3073</a>
+
+Mir802               Mir802   8.992449  2.9857711  25.195575 1.514327e-12 4.319618e-10 17.906674    1514               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir802'>Mir802</a>
+
+Mir208b             Mir208b -12.256447  4.4678897 -22.360114 7.074494e-12 1.614400e-09 16.920424   14756             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir208b'>Mir208b</a>
+
+Mir499               Mir499 -11.104485  3.8066799 -21.990054 8.769804e-12 1.667724e-09 16.728874    6527               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir499'>Mir499</a>
+
+Mir10b               Mir10b  -4.775768 12.4173688 -21.487387 1.180685e-11 1.924516e-09 17.249348  197340               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir10b'>Mir10b</a>
+
+Mir148a             Mir148a   2.751538 15.4237642  20.289553 2.464883e-11 3.515539e-09 16.455471 1002397             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir148a'>Mir148a</a>
+
+Mir490               Mir490  -8.497742  3.6613221 -18.336110 8.980482e-11 1.138526e-08 13.923237    1741               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir490'>Mir490</a>
+
+Mir122a             Mir122a  10.197963  8.1512374  17.467826 1.663427e-10 1.897970e-08 14.215445   90428             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir122a'>Mir122a</a>
+
+Mir133b             Mir133b  -6.172367  1.3497975 -17.274094 1.916064e-10 1.987481e-08 13.840201     159             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir133b'>Mir133b</a>
+
+Mir149               Mir149  -7.041176  6.0886889 -16.861286 2.602547e-10 2.474589e-08 13.714880    6164               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir149'>Mir149</a>
+
+Mir101b             Mir101b   3.837883 10.6216725  15.443054 7.873164e-10 6.910215e-08 13.054350   59019             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir101b'>Mir101b</a>
+
+Mir143               Mir143  -1.912927 16.0353646 -14.922755 1.209475e-09 9.857220e-08 12.374988 1399819               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir143'>Mir143</a>
+
+Mir194-2           Mir194-2   5.534694  6.2627211  14.703097 1.455682e-09 1.107289e-07 12.316769    3570           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir194-2'>Mir194-2</a>
+
+Mir23a               Mir23a  -2.905961  8.6431895 -14.558394 1.646894e-09 1.174441e-07 12.339306   10118               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir23a'>Mir23a</a>
+
+Mir1983             Mir1983  -5.612359  1.1061384 -14.266537 2.119488e-09 1.422551e-07 11.743589     101             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir1983'>Mir1983</a>
+
+Mir27a               Mir27a  -2.849084 10.0939084 -14.158498 2.329669e-09 1.476752e-07 11.960195   21886               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir27a'>Mir27a</a>
+
+Cyp3a25             Cyp3a25   6.312461  1.6425308  13.845627 3.074630e-09 1.846396e-07 11.502713     226             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Cyp3a25'>Cyp3a25</a>
+
+Mir200a             Mir200a   6.129125  1.8320913  13.226966 5.410979e-09 3.086963e-07 10.979834     264             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir200a'>Mir200a</a>
+
+Mir181d             Mir181d  -3.405544  6.3702152 -13.064584 6.300369e-09 3.423201e-07 11.006301    2139             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181d'>Mir181d</a>
+
+Mir153               Mir153  -5.698257  1.5328802 -12.832092 7.856705e-09 3.829623e-07 10.583835     140               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir153'>Mir153</a>
+
+Mir204               Mir204  -7.718081  4.5031856 -12.808496 8.036265e-09 3.829623e-07 10.353229    2601               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir204'>Mir204</a>
+
+Gm5441               Gm5441  -5.716851  1.5430406 -12.806028 8.055298e-09 3.829623e-07 10.562881     142               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Gm5441'>Gm5441</a>
+
+Rabggtb             Rabggtb   2.327908  9.9369857  12.760291 8.416902e-09 3.841474e-07 10.654006   19535             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Rabggtb'>Rabggtb</a>
+
+Mir504               Mir504  -5.122304  0.8161671 -12.391521 1.205304e-08 5.289430e-07 10.144865      69               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir504'>Mir504</a>
+
+Mir133a-1         Mir133a-1  -4.912497  0.7297882 -12.335045 1.274466e-08 5.385801e-07 10.076395      60         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir133a-1'>Mir133a-1</a>
+
+Mir195               Mir195  -2.954216  7.3530970 -12.081859 1.641098e-08 6.603731e-07 10.055879    3962               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir195'>Mir195</a>
+
+Mir27b               Mir27b  -1.496991 14.9464877 -12.059553 1.678424e-08 6.603731e-07  9.674850  625308               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir27b'>Mir27b</a>
+
+Snord52             Snord52   2.631712  9.7652181  11.922618 1.928407e-08 7.334374e-07  9.811774   18059             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Snord52'>Snord52</a>
+
+Mir322               Mir322  -3.029558  8.1188344 -11.736839 2.333148e-08 8.587488e-07  9.679815    7074               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir322'>Mir322</a>
+
+Mir181c             Mir181c  -3.676262  9.6244506 -11.575598 2.758358e-08 9.835271e-07  9.453057   23605             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181c'>Mir181c</a>
+
+Mir1948             Mir1948   7.101780  4.7821564  11.471202 3.077353e-08 1.033009e-06  9.233632    2404             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir1948'>Mir1948</a>
+
+0610031O16Rik 0610031O16Rik   4.519875  0.7388871  11.470939 3.078205e-08 1.033009e-06  9.284014      78 <a href='http://www.genecards.org/index.php?path=/Search/keyword/0610031O16Rik'>0610031O16Rik</a>
+
+Mir201               Mir201  -4.964105  0.7490919 -11.289794 3.729283e-08 1.210650e-06  9.114028      63               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir201'>Mir201</a>
+
+Mir21                 Mir21   2.746616 13.2835800  11.267331 3.819755e-08 1.210650e-06  8.925217  229120                 <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir21'>Mir21</a>
+
+Mir184               Mir184  -5.569565  2.3521173 -11.190343 4.148052e-08 1.279170e-06  8.854599     247               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir184'>Mir184</a>
+
+1810019D21Rik 1810019D21Rik   5.164581  1.0784751  11.082009 4.662057e-08 1.399844e-06  8.951908     117 <a href='http://www.genecards.org/index.php?path=/Search/keyword/1810019D21Rik'>1810019D21Rik</a>
+
+Mir203               Mir203   2.216791  8.5426169  10.866758 5.896538e-08 1.725115e-06  8.715639    6739               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir203'>Mir203</a>
+
+1110038B12Rik 1110038B12Rik   2.383720 10.6847245  10.832157 6.125623e-08 1.744094e-06  8.573067   37066 <a href='http://www.genecards.org/index.php?path=/Search/keyword/1110038B12Rik'>1110038B12Rik</a>
+
+Snord104           Snord104   2.571210 10.4798167  10.811468 6.267120e-08 1.744094e-06  8.561110   33458           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Snord104'>Snord104</a>
+
+Mir182               Mir182   5.196800  7.2088299  10.640454 7.579543e-08 2.021320e-06  8.545839    7189               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir182'>Mir182</a>
+
+Mir547               Mir547  -4.542934  0.5799793 -10.635980 7.617593e-08 2.021320e-06  8.435473      42               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir547'>Mir547</a>
+
+Mir143hg           Mir143hg  -2.291921 16.3789153 -10.597275 7.955395e-08 2.062978e-06  7.952584 1407364           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir143hg'>Mir143hg</a>
+
+Scnn1b               Scnn1b  -4.541403  0.5700621 -10.243065 1.190487e-07 3.018546e-06  8.023327      45               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Scnn1b'>Scnn1b</a>
+
+Mir125b-2         Mir125b-2  -2.896115  7.2737925 -10.091091 1.420082e-07 3.522420e-06  7.876068    3837         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir125b-2'>Mir125b-2</a>
+
+Mir1a-1             Mir1a-1  -4.402568  0.4498447  -9.950346 1.675164e-07 4.066729e-06  7.692790      42             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir1a-1'>Mir1a-1</a>
+
+Mir378               Mir378  -2.733247  7.2964165  -9.922980 1.730212e-07 4.112858e-06  7.672216    4075               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir378'>Mir378</a>
+
+Mir199b             Mir199b  -5.651345  2.8029895  -9.883978 1.812024e-07 4.219426e-06  7.548022     370             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir199b'>Mir199b</a>
+
+Mir155               Mir155  -4.158272  3.8002361  -9.845490 1.896814e-07 4.328530e-06  7.604112     463               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir155'>Mir155</a>
+
+
+</pre>
+
+<div class="toolFormTitle">edgeR images and outputs</div>
+(Click on a thumbnail image to download the corresponding original PDF image)<br/>
+<div><table class="simple" cellpadding="2" cellspacing="2">
+<tr>
+<td><a href="edgeR_edgeRtest_BCV_vs_abundance.pdf"><img src="edgeR_edgeRtest_BCV_vs_abundance.png" title="Click to download a PDF of edgeR_edgeRtest_BCV_vs_abundance.pdf" hspace="5" width="400" 
+                           alt="Image called edgeR_edgeRtest_BCV_vs_abundance.pdf"/></a></td>
+
+<td><a href="edgeR_edgeRtest_GoodnessofFit.pdf"><img src="edgeR_edgeRtest_GoodnessofFit.png" title="Click to download a PDF of edgeR_edgeRtest_GoodnessofFit.pdf" hspace="5" width="400" 
+                           alt="Image called edgeR_edgeRtest_GoodnessofFit.pdf"/></a></td>
+
+<td><a href="edgeR_edgeRtest_MDSplot.pdf"><img src="edgeR_edgeRtest_MDSplot.png" title="Click to download a PDF of edgeR_edgeRtest_MDSplot.pdf" hspace="5" width="400" 
+                           alt="Image called edgeR_edgeRtest_MDSplot.pdf"/></a></td>
+</tr>
+<tr>
+<td><a href="edgeR_edgeRtest_qqplot.pdf"><img src="edgeR_edgeRtest_qqplot.png" title="Click to download a PDF of edgeR_edgeRtest_qqplot.pdf" hspace="5" width="400" 
+                           alt="Image called edgeR_edgeRtest_qqplot.pdf"/></a></td>
+
+<td><a href="edgeR_edgeRtest_smearplot.pdf"><img src="edgeR_edgeRtest_smearplot.png" title="Click to download a PDF of edgeR_edgeRtest_smearplot.pdf" hspace="5" width="400" 
+                           alt="Image called edgeR_edgeRtest_smearplot.pdf"/></a></td>
+
+<td><a href="edgeR_edgeRtest_top_100_heatmap.pdf"><img src="edgeR_edgeRtest_top_100_heatmap.png" title="Click to download a PDF of edgeR_edgeRtest_top_100_heatmap.pdf" hspace="5" width="400" 
+                           alt="Image called edgeR_edgeRtest_top_100_heatmap.pdf"/></a></td>
+</tr>
+
+</table></div>
+
+<div class="toolFormTitle">edgeR log output</div>
+
+<pre>
+
+[1] Common Dispersion = 0.228651460998105 CV =  0.478175136323613 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             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir208a'>Mir208a</a>
+
+Mir149               Mir149  -7.008984  8.861767 484.30321 2.473909e-107 1.411365e-104 0.04959937     6164               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir149'>Mir149</a>
+
+Mir208b             Mir208b -13.291635  9.905945 417.69758  7.737463e-93  2.942815e-90 0.10508096    14756             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir208b'>Mir208b</a>
+
+Mir122a             Mir122a  10.514683 12.478088 415.17429  2.740525e-92  7.817349e-90 0.10803882    90428             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir122a'>Mir122a</a>
+
+Mir204               Mir204  -7.498162  7.634507 341.30678  3.313430e-76  7.561247e-74 0.06907958     2601               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir204'>Mir204</a>
+
+Mir499               Mir499 -13.577454  8.700078 325.79199  7.930755e-73  1.508165e-70 0.12042284     6527               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir499'>Mir499</a>
+
+Mir490               Mir490  -8.534394  6.991023 303.17184  6.710366e-68  1.093790e-65 0.07949711     1741               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir490'>Mir490</a>
+
+Mir192               Mir192   6.953853 17.169364 217.22867  3.638307e-49  5.189135e-47 0.12700995  2325567               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir192'>Mir192</a>
+
+Mir802               Mir802  11.440805  6.593380 212.88059  3.231644e-48  4.097007e-46 0.12273671     1514               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir802'>Mir802</a>
+
+Mir1948             Mir1948   7.418142  7.252734 195.66958  1.840248e-44  2.099723e-42 0.12060221     2404             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir1948'>Mir1948</a>
+
+Mir194-2           Mir194-2   5.298950  7.811522 191.85588  1.250960e-43  1.297587e-41 0.08670751     3570           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir194-2'>Mir194-2</a>
+
+Mir23a               Mir23a  -3.153807  9.529402 177.53185  1.676248e-40  1.593833e-38 0.04442763    10118               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir23a'>Mir23a</a>
+
+Mir181c             Mir181c  -3.767686 10.639598 169.87390  7.883295e-39  6.919107e-37 0.06368883    23605             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181c'>Mir181c</a>
+
+Mir3073             Mir3073  10.686337  5.859950 164.86740  9.778593e-38  7.969554e-36 0.14069249      904             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir3073'>Mir3073</a>
+
+Mir181d             Mir181d  -3.643963  7.300371 162.18591  3.767663e-37  2.865936e-35 0.05729574     2139             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181d'>Mir181d</a>
+
+Mir195               Mir195  -3.203683  8.215089 150.20548  1.563314e-34  1.114838e-32 0.05235020     3962               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir195'>Mir195</a>
+
+Mir10b               Mir10b  -5.182616 13.946466 147.24793  6.926819e-34  4.649118e-32 0.12268790   197340               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir10b'>Mir10b</a>
+
+Mir101b             Mir101b   3.759962 11.863187 136.31359  1.703812e-31  1.080028e-29 0.07961343    59019             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir101b'>Mir101b</a>
+
+Mir378               Mir378  -3.115599  8.119617 126.76408  2.092233e-29  1.256441e-27 0.05942391     4075               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir378'>Mir378</a>
+
+Mir27a               Mir27a  -3.064687 10.642480 124.98911  5.117477e-29  2.919520e-27 0.06113852    21886               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir27a'>Mir27a</a>
+
+Mir182               Mir182   5.057509  8.846381 123.17765  1.275060e-28  6.927826e-27 0.13653707     7189               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir182'>Mir182</a>
+
+Mir322               Mir322  -3.194159  9.012888 107.34926  3.732413e-25  1.935765e-23 0.07536483     7074               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir322'>Mir322</a>
+
+Mir199b             Mir199b  -5.520119  4.792610 102.10724  5.259607e-24  2.609223e-22 0.13417024      370             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir199b'>Mir199b</a>
+
+Mir181a-2         Mir181a-2  -3.000177  7.637692 101.38361  7.578821e-24  3.603098e-22 0.06896654     2817         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir181a-2'>Mir181a-2</a>
+
+Mir125b-2         Mir125b-2  -2.987759  8.144514  91.72544  9.957640e-22  4.488356e-20 0.07737381     3837         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir125b-2'>Mir125b-2</a>
+
+Dnm3os               Dnm3os  -3.331215  6.686950  91.67250  1.022763e-21  4.488356e-20 0.08810497     1401               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Dnm3os'>Dnm3os</a>
+
+Mir184               Mir184  -5.111350  4.234160  84.35542  4.133639e-20  1.686711e-18 0.13502324      247               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir184'>Mir184</a>
+
+Mir215               Mir215  -3.058208  6.447966  84.35278  4.139167e-20  1.686711e-18 0.08138517     1182               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir215'>Mir215</a>
+
+Mir133b             Mir133b  -8.383611  3.584760  83.96681  5.031517e-20  1.960318e-18 0.17482280      159             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir133b'>Mir133b</a>
+
+Mir150               Mir150  -2.883446  8.307765  83.91918  5.154210e-20  1.960318e-18 0.08008123     4229               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir150'>Mir150</a>
+
+Mir3074-2         Mir3074-2  -2.778308  7.935651  83.74839  5.619282e-20  2.040616e-18 0.07424646     3470         <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir3074-2'>Mir3074-2</a>
+
+Mir24-2             Mir24-2  -2.778307  7.935651  83.71222  5.723024e-20  2.040616e-18 0.07427992     3470             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir24-2'>Mir24-2</a>
+
+Mir193               Mir193   5.176579  4.801090  83.19222  7.445011e-20  2.574169e-18 0.14794861      421               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir193'>Mir193</a>
+
+Scarna17           Scarna17   2.182159  9.244479  81.91330  1.421894e-19  4.771710e-18 0.04982909     9224           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Scarna17'>Scarna17</a>
+
+Mir214               Mir214  -3.271172  6.271755  80.43948  2.997458e-19  9.771712e-18 0.09566584     1048               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir214'>Mir214</a>
+
+Snord104           Snord104   2.330488 11.053611  79.50529  4.809369e-19  1.524303e-17 0.05915990    33458           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Snord104'>Snord104</a>
+
+Mir200a             Mir200a   7.201555  4.139422  77.35503  1.428304e-18  4.365755e-17 0.19287764      264             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir200a'>Mir200a</a>
+
+Mir200b             Mir200b   6.525423  5.752604  77.31985  1.453976e-18  4.365755e-17 0.26237966      888             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir200b'>Mir200b</a>
+
+Mir21                 Mir21   2.923147 13.825255  75.51798  3.620938e-18  1.059357e-16 0.09395834   229120                 <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir21'>Mir21</a>
+
+Mir203               Mir203   1.956427  8.767610  75.17870  4.299815e-18  1.226522e-16 0.04381710     6739               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir203'>Mir203</a>
+
+Mir155               Mir155  -3.886731  5.068563  73.81316  8.587210e-18  2.389758e-16 0.12522673      463               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir155'>Mir155</a>
+
+Cyp3a25             Cyp3a25   8.681501  3.972085  72.29680  1.851471e-17  5.029829e-16 0.23125383      226             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Cyp3a25'>Cyp3a25</a>
+
+Rabggtb             Rabggtb   1.934093 10.298211  72.02043  2.129809e-17  5.651422e-16 0.04596646    19535             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Rabggtb'>Rabggtb</a>
+
+Mir23b               Mir23b  -2.100584 10.184110  71.44225  2.854935e-17  7.403367e-16 0.05416378    16387               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir23b'>Mir23b</a>
+
+Snord52             Snord52   2.207491 10.217554  71.27974  3.100027e-17  7.860292e-16 0.05941483    18059             <a href='http://www.genecards.org/index.php?path=/Search/keyword/Snord52'>Snord52</a>
+
+Gm5441               Gm5441  -6.881248  3.538457  70.05615  5.764004e-17  1.429724e-15 0.20097284      142               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Gm5441'>Gm5441</a>
+
+Mir153               Mir153  -6.857671  3.517446  69.37600  8.137282e-17  1.975455e-15 0.20158808      140               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir153'>Mir153</a>
+
+Mir132               Mir132  -2.858294  5.938312  64.52507  9.531204e-16  2.265647e-14 0.09274248      857               <a href='http://www.genecards.org/index.php?path=/Search/keyword/Mir132'>Mir132</a>
+
+1110038B12Rik 1110038B12Rik   2.195962 11.253090  62.92015  2.152583e-15  5.012443e-14 0.06712174    37066 <a href='http://www.genecards.org/index.php?path=/Search/keyword/1110038B12Rik'>1110038B12Rik</a>
+
+Snord91a           Snord91a   2.654072  6.557504  62.40549  2.795431e-15  6.379174e-14 0.08637410     1437           <a href='http://www.genecards.org/index.php?path=/Search/keyword/Snord91a'>Snord91a</a>
+
+[1] @@ 416 tags significant at adj p= 0.05
+
+
+</pre>
+
+<div class="toolFormTitle">Other log output</div>
+
+<pre>
+
+## Toolfactory generated command line = Rscript - None None
+
+Got TCols=1 5 6 7; CCols=2 3 4 8
+
+R version 3.0.2 (2013-09-25)
+
+Platform: x86_64-pc-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_1.0-5      DESeq2_1.2.10           RcppArmadillo_0.4.400.0 Rcpp_0.11.2             GenomicRanges_1.14.4    XVector_0.2.0           IRanges_1.20.7          BiocGenerics_0.8.0      edgeR_3.4.2             limma_3.18.13           gplots_2.15.0           stringr_0.6.2          
+
+loaded via a namespace (and not attached):
+
+ [1] annotate_1.40.1      AnnotationDbi_1.24.0 Biobase_2.22.0       bitops_1.0-6         caTools_1.17.1       DBI_0.3.0            gdata_2.13.3         genefilter_1.44.0    grid_3.0.2           gtools_3.4.1         KernSmooth_2.23-13   lattice_0.20-29      locfit_1.5-9.1       RSQLite_0.11.4       stats4_3.0.2         survival_2.37-7      XML_3.98-1.1         xtable_1.7-4        
+
+
+</pre>
+
+<div class="toolFormTitle">All output files available for downloading</div>
+
+<div><table class="colored" cellpadding="3" cellspacing="3"><tr><th>Output File Name (click to view)</th><th>Size</th></tr>
+
+<tr><td><a href="DESeq2.log">DESeq2.log</a></td><td>10.5 KB</td></tr>
+<tr class="odd_row"><td><a href="DESeq2_edgeRtest_MA_plot.pdf">DESeq2_edgeRtest_MA_plot.pdf</a></td><td>15.0 KB</td></tr>
+<tr><td><a href="DESeq2_edgeRtest_PCA_plot.pdf">DESeq2_edgeRtest_PCA_plot.pdf</a></td><td>4.9 KB</td></tr>
+<tr class="odd_row"><td><a href="DESeq2_edgeRtest_dispersion_estimates.pdf">DESeq2_edgeRtest_dispersion_estimates.pdf</a></td><td>190.6 KB</td></tr>
+<tr><td><a href="DESeq2_edgeRtest_qqplot.pdf">DESeq2_edgeRtest_qqplot.pdf</a></td><td>13.3 KB</td></tr>
+<tr class="odd_row"><td><a href="DESeq2_edgeRtest_sample_distance_plot.pdf">DESeq2_edgeRtest_sample_distance_plot.pdf</a></td><td>9.5 KB</td></tr>
+<tr><td><a href="Differential.log">Differential.log</a></td><td>1.4 KB</td></tr>
+<tr class="odd_row"><td><a href="Differential_Counts.Rscript">Differential_Counts.Rscript</a></td><td>28.3 KB</td></tr>
+<tr><td><a href="Differential_Counts_error.log">Differential_Counts_error.log</a></td><td>1.8 KB</td></tr>
+<tr class="odd_row"><td><a href="Differential_Counts_runner.log">Differential_Counts_runner.log</a></td><td>1.3 KB</td></tr>
+<tr><td><a href="Differential_rowsum_bar_charts.pdf">Differential_rowsum_bar_charts.pdf</a></td><td>6.3 KB</td></tr>
+<tr class="odd_row"><td><a href="Differential_venn_edgeRtest_significant_genes_overlap.pdf">Differential_venn_edgeRtest_significant_genes_overlap.pdf</a></td><td>9.7 KB</td></tr>
+<tr><td><a href="VOOM.log">VOOM.log</a></td><td>10.1 KB</td></tr>
+<tr class="odd_row"><td><a href="VOOM_edgeRtest_mean_variance_plot.pdf">VOOM_edgeRtest_mean_variance_plot.pdf</a></td><td>18.3 KB</td></tr>
+<tr><td><a href="VOOM_edgeRtest_qqplot.pdf">VOOM_edgeRtest_qqplot.pdf</a></td><td>17.5 KB</td></tr>
+<tr class="odd_row"><td><a href="edgeR.log">edgeR.log</a></td><td>10.4 KB</td></tr>
+<tr><td><a href="edgeR_edgeRtest_BCV_vs_abundance.pdf">edgeR_edgeRtest_BCV_vs_abundance.pdf</a></td><td>17.4 KB</td></tr>
+<tr class="odd_row"><td><a href="edgeR_edgeRtest_GoodnessofFit.pdf">edgeR_edgeRtest_GoodnessofFit.pdf</a></td><td>13.1 KB</td></tr>
+<tr><td><a href="edgeR_edgeRtest_MDSplot.pdf">edgeR_edgeRtest_MDSplot.pdf</a></td><td>4.9 KB</td></tr>
+<tr class="odd_row"><td><a href="edgeR_edgeRtest_qqplot.pdf">edgeR_edgeRtest_qqplot.pdf</a></td><td>15.2 KB</td></tr>
+<tr><td><a href="edgeR_edgeRtest_smearplot.pdf">edgeR_edgeRtest_smearplot.pdf</a></td><td>16.7 KB</td></tr>
+<tr class="odd_row"><td><a href="edgeR_edgeRtest_top_100_heatmap.pdf">edgeR_edgeRtest_top_100_heatmap.pdf</a></td><td>11.2 KB</td></tr>
+</table></div><br/>
+</div></body></html>
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/edgeRtest1out.xls	Tue Jan 06 19:36:41 2015 -0500
@@ -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	-11.840750632598	8.46501715136261	594.169461743406	3.10454347546078e-131	3.54228410550075e-128	0.0517121951967719	4638	0	0	0	0.539638866040004	789.596577514809	739.374891373071	627.962821069374	673.126883915814	0	0	0	1	1060	956	1693	928
+Mir149	-7.00898388335376	8.86176664758882	484.303208152322	2.47390942925463e-107	1.41136532938977e-104	0.0495993679583824	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	-13.291634767704	9.90594480087289	417.69757945293	7.73746269808422e-93	2.9428149795047e-90	0.105080963355037	14756	0.376410018525741	0	0	0	1526.30508238476	1273.79753775256	3302.64675652788	1563.13408926571	1	0	0	0	2049	1647	8904	2155
+Mir122a	10.5146833711912	12.4780878408673	415.174288147205	2.74052534761176e-92	7.81734855406255e-90	0.108038824165009	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	-7.49816212335945	7.63450677628189	341.306784530615	3.31342972702995e-76	7.56124663708234e-74	0.0690795844187195	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	-13.5774541855867	8.70007828481468	325.791992848402	7.93075479822316e-73	1.50816520412877e-70	0.120422839295321	6527	0	0	0	0	647.32021307582	564.58542960496	1538.19363199923	566.50010381277	0	0	0	0	869	730	4147	781
+Mir490	-8.53439419162448	6.99102321339932	303.171839764489	6.71036610165275e-68	1.0937896745694e-65	0.0794971090139375	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	6.95385326892851	17.1693636192881	217.228665712558	3.63830691057425e-49	5.18913523120652e-47	0.127009948729763	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	11.4408053854897	6.59338011170441	212.880585690967	3.23164416041045e-48	4.09700665225369e-46	0.122736709286819	1514	207.778330226209	245.64420050512	111.305447907659	189.952880846082	0	0	0	0	552	401	209	352	0	0	0	0
+Mir1948	7.41814210388816	7.25273383973858	195.669583337086	1.84024810781419e-44	2.09972309101599e-42	0.120602206144644	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	5.29895000039034	7.81152218291727	191.855876444429	1.25095991572432e-43	1.29758660349223e-41	0.0867075108859984	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	-3.15380742697919	9.52940174927932	177.53184729458	1.67624826691168e-40	1.59383272712185e-38	0.0444276305475171	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	-3.76768628525284	10.6395980992134	169.873901320388	7.8832945793684e-39	6.91910701158412e-37	0.0636888300973426	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	10.6863366383691	5.85995006147614	164.867399244026	9.77859349987842e-38	7.96955370240091e-36	0.140692489163711	904	128.355816317278	133.542233691063	69.7656156741785	115.482717332561	0	0	0	0	341	218	131	214	0	0	0	0
+Mir181d	-3.64396314910693	7.30037121099239	162.185913876547	3.76766335963997e-37	2.86593592889947e-35	0.057295744087504	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	-3.20368283579504	8.21508892700014	150.205483415597	1.563313743885e-34	1.11483811360799e-32	0.0523501994104573	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	-5.182615877184	13.9464657676444	147.247925101963	6.92681936835281e-34	4.64911817605327e-32	0.122687897299955	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	3.75996221154614	11.8631868690484	136.313586310134	1.70381227672856e-31	1.08002767097072e-29	0.0796134338177996	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	-3.11559944052724	8.11961743410334	126.764083175197	2.09223329065238e-29	1.25644114980756e-27	0.0594239119916037	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	-3.06468708614932	10.642480146578	124.989109881062	5.11747651268823e-29	2.91952035048864e-27	0.0611385230997705	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	5.0575094804013	8.84638119837792	123.177648902885	1.27505990801811e-28	6.92782550023174e-27	0.136537072604173	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	-3.19415897658088	9.01288823765672	107.349258988254	3.73241270874318e-25	1.93576495485271e-23	0.0753648259256772	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	-5.5201191226358	4.79261031680931	102.107236112402	5.25960720425951e-24	2.60922253046091e-22	0.134170239329764	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	-3.0001769666514	7.63769208843994	101.383612144647	7.57882142732892e-24	3.60309802024262e-22	0.0689665350295145	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	-2.98775854400909	8.14451426922916	91.7254418188446	9.95763986706797e-22	4.48835646503007e-20	0.0773738110103449	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	-3.33121457840666	6.68694995994924	91.6725014252821	1.02276308580878e-21	4.48835646503007e-20	0.0881049738091293	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	-5.1113496359546	4.2341598124609	84.355421346379	4.13363865007358e-20	1.68671069592332e-18	0.135023236062136	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	-3.05820800384482	6.4479656700429	84.3527787778146	4.13916735195906e-20	1.68671069592332e-18	0.0813851680057815	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	-8.38361054384036	3.58476018925042	83.9668081883403	5.03151691897035e-20	1.96031768485074e-18	0.174822803220963	159	0	0	0	0	23.8368778117678	20.1085221503137	28.5606244668292	17.4084538943745	0	0	0	0	32	26	77	24
+Mir150	-2.88344597402096	8.30776498481297	83.9191783201407	5.15420951319212e-20	1.96031768485074e-18	0.0800812276429582	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	-2.77830821443436	7.93565101977269	83.7483893415794	5.61928202202066e-20	2.04061561654164e-18	0.0742464608083069	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	-2.77830716339305	7.93565101977269	83.7122247643827	5.72302363973114e-20	2.04061561654164e-18	0.0742799184616925	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	5.17657945698473	4.80109016536153	83.1922210734265	7.44501109038628e-20	2.57416898610023e-18	0.147948610685261	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	2.18215884846603	9.24447893340376	81.9132972551581	1.4218943094236e-19	4.77171002074215e-18	0.0498290922123503	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	-3.27117222598498	6.27175508956115	80.4394824649162	2.99745764390914e-19	9.77171191914379e-18	0.0956658378890661	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	2.33048816945175	11.0536109583198	79.5052858787268	4.80936896875538e-19	1.52430277593053e-17	0.0591598952821414	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	7.20155519119717	4.13942212491021	77.3550315603242	1.42830393110107e-18	4.36575452725767e-17	0.192877637132846	264	48.9333024083463	32.4666898423226	17.5745444064724	25.3630267038802	0	0	0.370917200867911	0	130	53	33	47	0	0	1	0
+Mir200b	6.52542270402663	5.7526035901785	77.3198469252644	1.4539760914618e-18	4.36575452725767e-17	0.262379661794878	888	186.699369188767	100.462964795111	35.1490888129449	83.6440242362007	2.97960972647098	0	1.11275160260373	0	496	164	66	155	4	0	3	0
+Mir21	2.92314674846985	13.8252552187134	75.5179840844011	3.62093811840667e-18	1.0593565110518e-16	0.093958341370397	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	1.95642720042587	8.76760950530132	75.178696935751	4.29981515245677e-18	1.22652227223829e-16	0.0438171045696923	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	-3.88673139220822	5.06856326459485	73.8131621442253	8.58720951563813e-18	2.38975757496173e-16	0.125226725399275	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	8.68150072783597	3.97208455178284	72.2968030528726	1.85147091366245e-17	5.02982931544965e-16	0.231253834309675	226	28.6071614079563	18.3773716088618	49.5282615091496	14.5702493830801	0	0	0	0	76	30	93	27	0	0	0	0
+Rabggtb	1.93409253556906	10.2982114392526	72.0204302239979	2.12980862969486e-17	5.65142243367869e-16	0.0459664552436996	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	-2.10058406643735	10.1841098190743	71.4422459972959	2.85493540788007e-17	7.4033665917981e-16	0.0541637830543137	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	2.20749081491276	10.2175538802558	71.2797400570739	3.1000273292485e-17	7.86029151705009e-16	0.0594148264328276	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	-6.88124774958304	3.53845731865573	70.0561535404734	5.76400415466306e-17	1.42972363923273e-15	0.200972844316985	142	0	0	0	0.539638866040004	23.0919753801501	25.5223550369366	13.3530192312448	29.7394420695564	0	0	0	1	31	33	36	41
+Mir153	-6.85767082262716	3.51744623067348	69.3760002713334	8.13728225735577e-17	1.9754551182219e-15	0.201588081390728	140	0	0	0	0.539638866040004	23.0919753801501	24.7489503388476	13.3530192312448	29.0140898239575	0	0	0	1	31	32	36	40
+Mir132	-2.8582944603324	5.9383116377215	64.5250667262426	9.53120399098817e-16	2.26564661535781e-14	0.0927424791253899	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	2.1959624142944	11.2530901089756	62.9201541501395	2.15258283445125e-15	5.01244288593649e-14	0.0671217423738925	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	2.65407214598688	6.55750436276945	62.4054882855618	2.79543109767156e-15	6.3791737648865e-14	0.0863740996193191	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	5.15269248768705	4.97500509587437	62.0463935335514	3.35460177783509e-15	7.50509927158791e-14	0.223136284810206	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	-7.89119092815429	3.07393094119058	59.7779393425094	1.06186971836216e-14	2.32998720894466e-13	0.243828267332446	101	0	0	0	0	22.3470729485323	11.6010704713348	10.3856816243015	20.3098628767703	0	0	0	0	30	15	28	28
+Mir871	5.44100554639338	4.3426727419003	59.2196814720946	1.41016352590943e-14	3.03584260955219e-13	0.222293611662738	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	5.71927980578597	3.53049434029636	58.2621496019434	2.29415775836174e-14	4.84747037461249e-13	0.17730650621382	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	3.81517806795582	5.39560319040528	56.7034359782915	5.06749290771862e-14	1.0512744377649e-12	0.164433286040197	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	-3.51257317334286	4.70765479341964	54.9848793778961	1.21460660948318e-13	2.47476096682198e-12	0.140460182019626	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	-3.24296522166056	5.13734776629416	54.2976809521188	1.72305049322395e-13	3.44912388205005e-12	0.131408866073611	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	8.9756449034888	4.26727547744976	53.9844745131036	2.02080077772596e-13	3.97540290928503e-12	0.415322065904326	295	54.5794526862324	11.6390020189458	62.3097483502205	7.55494412456006	0	0	0	0	145	19	117	14	0	0	0	0
+Mir148a	2.63166044770219	15.985587786999	51.4269722753788	7.43105333945187e-13	1.43709014581603e-11	0.114635763685892	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	9.63113735767047	6.53934580589891	50.1129961410502	1.45142519606106e-12	2.76012691450946e-11	0.702095536856854	1524	220.576270856084	11.0264229653171	468.121955554221	21.5855546416002	0	0.773404698088987	0	0	586	18	879	40	0	1	0	0
+Mir183	4.02037141037563	5.23326241094621	49.7427264475448	1.75286808945095e-12	3.27872539354677e-11	0.205166453593004	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	-3.22075819940197	4.28574024188459	49.3421020583978	2.14998311994752e-12	3.95666248364536e-11	0.126003042964744	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	3.11082097491024	5.21173896307104	48.6513373987893	3.05759729608505e-12	5.53764843624292e-11	0.135066234924095	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	-3.09112873401305	5.51162727684447	47.5959182483574	5.23774255285151e-12	9.33791289500558e-11	0.146029157348902	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	-3.0878600761494	5.50879685134983	47.4225381476189	5.72209822950606e-12	1.00444831997945e-10	0.146309692185778	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	-2.61397094099334	11.5439144943772	46.4295457876129	9.49725934972227e-12	1.62648498214969e-10	0.12520855386641	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	7.76095241399666	3.13991491584428	46.4185329024331	9.55078823874049e-12	1.62648498214969e-10	0.30930147393271	117	15.8092207780811	22.0528459306342	15.9768585513386	4.85674979436004	0	0	0	0	42	36	30	9	0	0	0	0
+Mir128-1	-2.76940709729307	5.28735347376724	44.1170684556332	3.09312011429296e-11	5.19007360354157e-10	0.126039162249115	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	4.83857318900642	3.19416598763148	43.634489593414	3.95801678774911e-11	6.54506834032135e-10	0.191494148927886	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	-2.34159571006145	10.4403202021193	43.1260303487963	5.13248439158873e-11	8.36594955828963e-10	0.110199343784826	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	-5.3467147263018	2.8608103843129	42.8713349407291	5.84610248377553e-11	9.39493370984209e-10	0.238574166012346	87	0	0.612579053628728	0	0.539638866040004	17.1327559272081	10.8276657732458	10.7565988251694	13.7816926663798	0	1	0	1	23	14	29	19
+Mir107	1.65094606172356	7.95189407322083	42.1758882318933	8.34222569983385e-11	1.322011044932e-09	0.0561801088985486	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	-7.17220363516948	2.52959437351068	41.8664820931907	9.77235320870502e-11	1.52743219330581e-09	0.306232516235587	69	0	0	0	0	8.93882917941294	4.64042818853392	12.611184829509	12.3309881751819	0	0	0	0	12	6	34	17
+Mir133a-1	-7.04290368890744	2.38982817683061	41.524418604413	1.16407793778566e-10	1.79488233380195e-09	0.281975922654306	60	0	0	0	0	11.9184389058839	8.50745167897886	9.27293002169778	5.8028179647915	0	0	0	0	16	11	25	8
+Mir145	-1.96461971147845	9.15251296645838	41.3621904914861	1.2648023545705e-10	1.92418598208658e-09	0.0823120220568787	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	-3.10652716276003	3.84347864470404	40.7828130884887	1.70122739130143e-10	2.53344646958246e-09	0.134234973538644	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	-3.10652078919865	3.84347864470404	40.7731187878257	1.70968780155872e-10	2.53344646958246e-09	0.134280053480869	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	7.18863623546071	6.31119303133778	39.7137191199304	2.94052649239154e-10	4.3014624715625e-09	0.661361585281668	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	-7.08961466120978	2.43881004695601	39.2668117344545	3.69671664296498e-10	5.33918188559878e-09	0.327819601925049	63	0	0	0	0	3.72451215808872	11.6010704713348	10.3856816243015	10.8802836839841	0	0	0	0	5	15	28	15
+Mir582	-5.57356070452799	5.54436354723971	38.65266661273	5.06340336007607e-10	7.2216790423085e-09	0.481203117169971	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	-2.42258695078478	6.221741197063	38.5745554099866	5.2701522444236e-10	7.42375766776213e-09	0.121928483052667	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	-1.8464899758758	10.8687796413297	38.2928389598046	6.08856666035502e-10	8.47201775544522e-09	0.0799315035498437	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	2.3169330514422	7.03152500517196	38.2544053924015	6.20967291386914e-10	8.53642987316227e-09	0.116482541819833	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	38.0847354459534	6.77379975603973e-10	9.20107800195396e-09	0.116393260158764	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	-2.25001005926935	16.6370864394946	38.0349860730001	6.94873694060284e-10	9.28521358408733e-09	0.116707216411703	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	2.54685306885545	5.89107088537129	38.0210643856832	6.99849577766442e-10	9.28521358408733e-09	0.131773432850397	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	1.98646204377403	7.17696176691226	37.8456300157583	7.65697084284548e-10	1.00420732548123e-08	0.0877432232871085	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	-2.00698105598086	6.74262162847891	37.3564736965895	9.83937308176345e-10	1.27576416889683e-08	0.0900277127016289	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	1.74183276089288	7.30451845333958	36.9767743333954	1.19544785706938e-09	1.52783834279567e-08	0.0699186169632622	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	-1.71929491615995	7.22532544530321	36.9610445921119	1.20513103288002e-09	1.52783834279567e-08	0.0684434378419546	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	7.11909579222256	2.62710053322051	36.8788056671495	1.25705041639116e-09	1.57614782978277e-08	0.318176912526095	78	12.4215306113494	6.12579053628728	13.3140487927822	5.39638866040004	0	0	0	0	33	10	25	10	0	0	0	0
+D7Ertd143e	7.01439876111435	2.54516516282715	35.301446820952	2.82422174480912e-09	3.50264892481219e-08	0.322141887672594	73	13.5507606669267	9.80126485805965	4.79305756540158	6.47566639248005	0	0	0	0	36	16	9	12	0	0	0	0
+Mir34c	-5.15994136045489	5.34117743257158	33.0330864567072	9.06038070959391e-09	1.11160154727383e-07	0.502877893033032	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	4.47868565997844	3.29185953094342	32.8808102898579	9.79857324096858e-09	1.18938000722821e-07	0.272536310230903	132	17.3148608521841	16.5396344479757	19.1722302616063	10.2531384547601	0	3.09361879235595	0	0	46	27	36	19	0	4	0	0
+Mir212	-2.77241255117173	4.13162330402669	32.4425720170672	1.2276731287837e-08	1.47450004204442e-07	0.15578582119646	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	-6.66011335809291	2.02926234079525	32.1757247444912	1.40839495182909e-08	1.67393608337186e-07	0.356062106085492	42	0	0	0	0	11.1735364742662	6.18723758471189	3.70917200867911	6.52817021039044	0	0	0	0	15	8	10	9
+Mir881	6.92242693660381	2.43150015105785	31.8703484033748	1.64813993283766e-08	1.93868831275028e-07	0.370279592330057	64	5.26974025936037	4.90063242902982	6.92330537224672	15.6495271151601	0	0	0	0	14	8	13	29	0	0	0	0
+Mir27b	-1.95516453426235	15.4186543579805	30.595089371413	3.17897329481618e-08	3.70123319325027e-07	0.111845033647616	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	30.3562801716902	3.59541023416974e-08	4.14380108806835e-07	0.749799110600422	161	16.5620408151326	1.22515810725746	56.9841288331076	4.31711092832003	0	0	0	0	44	2	107	8	0	0	0	0
+Scnn1b	-6.7550624116295	2.10304596442489	30.2150787499351	3.86691357845228e-08	4.41214839301405e-07	0.435413067052871	45	0	0	0	0	14.8980486323549	3.86702349044493	4.08008920954702	6.52817021039044	0	0	0	0	20	5	11	9
+Mir181b-2	-3.54546890200837	3.48002491544831	30.1957160084194	3.90571232971685e-08	4.41229482000686e-07	0.240287369758545	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	-2.08208383567209	9.45805496813327	29.9934658553768	4.33504630524858e-08	4.81686883150544e-07	0.127291307489351	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	5.21771020547043	2.45892803726519	29.9875603383992	4.34826897147292e-08	4.81686883150544e-07	0.271012413195945	66	8.2810204075663	11.0264229653171	5.32561951711286	8.09458299060006	0.744902431617745	0	0	0	22	18	10	15	1	0	0	0
+Mir1943	-2.61041648518405	4.04592065704575	29.6095212454359	5.28447244716874e-08	5.79767602136493e-07	0.150350529501716	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	5.26455131499402	2.51336669857798	29.3766649205822	5.95908885183844e-08	6.47554321899777e-07	0.295160714986275	70	10.5394805187207	9.18868580443092	4.26049561369029	9.71349958872008	0.744902431617745	0	0	0	28	15	8	18	1	0	0	0
+Gm5424	6.51058257196433	3.6277355700989	28.3912820406119	9.91106210410071e-08	1.06101806985287e-06	0.633362236913299	181	35.0061317228939	3.06289526814364	41.007270281769	2.69819433020002	0.744902431617745	0	0	0	93	5	77	5	1	0	0	0
+Mir1a-1	-6.40640610166023	1.96181506629844	28.3837008582372	9.94995034831353e-08	1.06101806985287e-06	0.385914420297783	42	0	0	0	0	2.97960972647098	3.86702349044493	8.90201282082987	6.52817021039044	0	0	0	0	4	5	24	9
+Mir488	-4.6205195277827	2.68764552181444	28.1369449830819	1.13027509862125e-07	1.194114710673e-06	0.343799313074837	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	-3.09486213889018	3.85060319268209	27.6111662260505	1.48320064530137e-07	1.55259810668703e-06	0.226307066994367	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	1.27159425930436	7.86760196119859	26.3468118464628	2.85289441410394e-07	2.95922956953873e-06	0.0542381696925429	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	1.23567952981659	10.6560730401044	26.0110899566739	3.39461779491679e-07	3.48942243603609e-06	0.05436572567263	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	6.1563594319405	3.3051855066134	25.8054782137686	3.776151667588e-07	3.84695451135527e-06	0.625414653477864	137	20.7025510189157	2.45031621451491	37.8118985715013	3.23783319624003	0	0.773404698088987	0	0	55	4	71	6	0	1	0	0
+Mir30e	-1.85723201668611	13.6073354406477	25.4678357159928	4.49819843898125e-07	4.54198621139612e-06	0.121988367526065	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	-1.34107822414692	9.39851902833947	25.3163005367251	4.86579335958129e-07	4.8700615993704e-06	0.0650633323488782	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	-2.55785018805589	10.1640960703833	24.5353302610081	7.29596930339336e-07	7.23887041319289e-06	0.227712790159503	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	-2.28424718120018	4.17315991586526	23.9323140747965	9.97827456151237e-07	9.81483730576346e-06	0.151576006194663	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	-1.36751360079392	7.40878077961745	23.8145973935344	1.06074962080877e-06	1.03445753619043e-05	0.0692261870455037	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	1.59487824983541	6.5338407262267	23.4453936800637	1.28510058178821e-06	1.24262691849182e-05	0.0919378143797076	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	-1.08960892589461	9.41902411828326	23.4221409471161	1.30072801904636e-06	1.2471686300268e-05	0.0467359778440644	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	1.83779702132032	5.33493032320198	23.2713228050061	1.40682046673181e-06	1.33765179378417e-05	0.112824081350989	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	2.88915086991569	5.67544057110177	23.2108537994482	1.45175647773815e-06	1.36897036454482e-05	0.279514947463099	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	7.21629473958689	2.70683026697518	22.9043042488944	1.70270146697476e-06	1.59244456870345e-05	0.796393393323758	83	10.5394805187207	1.22515810725746	26.6280975855643	1.61891659812001	0	0	0	0	28	2	50	3	0	0	0	0
+Mir99b	-2.23913504318397	11.5020751055957	22.0783948637961	2.61739093423791e-06	2.42800248452476e-05	0.199042770144399	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	-2.07114523247407	3.75691724165632	21.961565698742	2.78165502995287e-06	2.55957128159373e-05	0.123060595589901	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	21.9354116154913	2.81982280976034e-06	2.57393426074924e-05	0.242122526338113	19	0	0	0	0	3.72451215808872	3.09361879235595	1.85458600433956	3.62676122799469	0	0	0	0	5	4	5	5
+Gm6307	-4.39870684316405	2.18858336553985	21.7305852165356	3.13748994928966e-06	2.84117145407897e-05	0.370895152041695	52	0	0	0	1.07927773208001	4.46941458970647	4.64042818853392	10.7565988251694	6.52817021039044	0	0	0	2	6	6	29	9
+Mir221	-1.07812210165087	8.58912556756594	21.663166046321	3.24971783399815e-06	2.91962838471802e-05	0.0488937958816463	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	-2.22116729273076	5.29859867913154	21.4813923350997	3.57278773873821e-06	3.18480532023461e-05	0.184322775413225	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	-1.5700505645796	13.4267132944328	21.4496924092332	3.63234285499244e-06	3.21279317639253e-05	0.105319950550229	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	1.27210083938303	13.2259422744804	21.2189407216706	4.09695720946436e-06	3.59586782769142e-05	0.0709557697736229	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	-5.6106648861221	1.40157648597084	21.0598947754594	4.45148145598171e-06	3.8772063673856e-05	0.34919246441115	23	0	0	0	0	3.72451215808872	3.09361879235595	4.45100641041494	1.45070449119788	0	0	0	0	5	4	12	2
+Mir92-1	1.27208728155686	13.225932249746	20.83739364254	4.99972167212147e-06	4.32172911203833e-05	0.0722548060893577	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	4.49868505204508	3.00449999491973	20.7186493289855	5.31953836084826e-06	4.5636039622014e-05	0.492589105168061	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	1.90981175506483	4.84751487377934	20.6554906053639	5.49792966032868e-06	4.64021174764464e-05	0.132837721736145	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	1.12262396819469	8.16257105022181	20.6553802578075	5.4982465330068e-06	4.64021174764464e-05	0.0548575342939167	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	-1.32751183499243	10.3693859127252	20.6440640284678	5.53083959403743e-06	4.64021174764464e-05	0.0788254366048164	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	-1.2364401524856	10.7623495817031	20.5423256221769	5.83271615690353e-06	4.85775849272039e-05	0.0690881136567856	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	-3.97365882122652	1.82974168570486	19.7765382288987	8.70446207821658e-06	7.19695016756892e-05	0.280749037728032	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	19.5695873517246	9.70010812448817e-06	7.96246285614461e-05	0.721655869823689	50	6.39897031493759	0.612579053628728	14.3791726962047	2.69819433020002	0	0	0	0	17	1	27	5	0	0	0	0
+Fth1	4.14496388894127	5.33212345411694	19.1785400481495	1.19044197305957e-05	9.64262475979363e-05	0.631358500400612	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	-4.03579710334285	2.21737061689032	19.1766918105239	1.19159517189387e-05	9.64262475979363e-05	0.403917173085682	54	1.12923005557722	0	0	0	5.95921945294196	4.64042818853392	11.4984332269053	4.35211347359363	3	0	0	0	8	6	31	6
+Sqrdl	5.07655377009124	2.95301443223245	19.0197609962124	1.29371700289865e-05	0.000103952894387842	0.680717391054184	102	13.1743506484009	2.45031621451491	30.8885931992546	1.61891659812001	0.744902431617745	0	0.370917200867911	0	35	4	58	3	1	0	1	0
+Snord45c	1.44321991537432	6.54590578991927	18.6575664781608	1.56425254729065e-05	0.000124812038913191	0.0960670276442597	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	-1.15886915037986	10.1553667280072	18.6087995722785	1.60478094787541e-05	0.00012715660149485	0.0670472588577238	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	5.73150408678226	1.59255424435437	18.5911172800407	1.61973519549994e-05	0.000127456404004513	0.43564853832054	29	4.89333024083463	4.90063242902982	1.06512390342257	3.23783319624003	0	0	0	0	13	8	2	6	0	0	0	0
+Cyp2d13	6.27388109297313	1.9910175584115	18.560760099188	1.64573600916185e-05	0.000128615396332443	0.695708126873314	44	7.15179035198907	0.612579053628728	10.6512390342257	2.15855546416002	0	0	0	0	19	1	20	4	0	0	0	0
+Mir292	6.1363622651286	1.90737366632213	18.3724353131474	1.81667163349482e-05	0.000141008322028407	0.645863676666485	41	9.41025046314352	4.90063242902982	0.532561951711286	3.77747206228003	0	0	0	0	25	8	1	7	0	0	0	0
+Mir320	-1.417807675918	6.77936159714582	18.1473156304664	2.0445743283858e-05	0.000157625628965419	0.0970223952510303	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	-2.06186671147307	3.5998220294058	18.0095366523899	2.19801077073476e-05	0.000168317469087809	0.152993290679203	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	6.9439041935401	2.48959191851546	17.7164311100808	2.56402263684653e-05	0.000195036655242793	1.07311229890853	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	17.5669627862943	2.77365422621582e-05	0.000209585395504123	0.965376367909245	59	9.78666048166926	0	15.4442965996273	2.15855546416002	0	0	0	0	26	0	29	4	0	0	0	0
+0610005C13Rik	4.33430685796486	3.22549471895908	17.528736488906	2.82997915388519e-05	0.000211677617768981	0.608471609830426	126	15.0564007410296	3.67547432177237	37.27933661979	3.23783319624003	0	1.54680939617797	0	1.45070449119788	40	6	70	6	0	2	0	2
+Snord16a	2.55193916819329	4.59154279853516	17.5230560550307	2.83844658358056e-05	0.000211677617768981	0.28427207875085	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	4.17237062275844	3.00561070371572	17.2103088150022	3.34615654181685e-05	0.000247919780143703	0.565035895321497	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	1.53801116007182	6.21817544635495	17.0751119198907	3.59300928476077e-05	0.000264491844768519	0.118420243440335	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	-1.51664159875239	10.2873979799643	16.9393352070726	3.85935213362642e-05	0.000282276973363317	0.124378994027959	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	-1.51664148007241	10.2873979799643	16.9213390276156	3.89611278839383e-05	0.000283150617296647	0.12451180641996	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	0.980597513898155	11.2837096888593	16.9017689204076	3.9364881274721e-05	0.000284274237559853	0.053394852582613	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	-1.82542509565834	4.82285792788346	16.8672226859914	4.00879026718801e-05	0.000287674823576196	0.155466064049001	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	1.62113501139589	5.89267132002437	16.8268839421272	4.09490701665377e-05	0.000292018056625122	0.131012768408947	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	16.6950162643579	4.3896163749103e-05	0.000311090203961035	0.431873205787426	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	16.6688737955746	4.45052776064607e-05	0.000313460010796121	0.248666331699246	19	2.63487012968019	1.22515810725746	2.13024780684514	3.23783319624003	0	0	0	0	7	2	4	6	0	0	0	0
+Mir741	4.35308428126377	1.81656232793202	16.6316520890867	4.53872281396331e-05	0.000317710596977432	0.378055298017873	36	3.76410018525741	6.73836958991601	2.13024780684514	5.39638866040004	0	0	0	0.725352245598938	10	11	4	10	0	0	0	1
+Mir298	-3.94434405607657	1.83139145353586	16.2612707580985	5.51803674392698e-05	0.000383907312489066	0.404281561845252	37	0.376410018525741	0	0.532561951711286	0	4.46941458970647	1.54680939617797	7.41834401735823	5.07746571919256	1	0	1	0	6	2	20	7
+Snord95	0.989879144168835	7.77978008095288	16.1799162941365	5.76015911964601e-05	0.000398323730637339	0.0541336309621113	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	16.1147635150582	5.96174681092608e-05	0.00040978030790763	0.179133307406571	12	0	0	0	0	2.23470729485323	2.32021409426696	1.11275160260373	2.17605673679681	0	0	0	0	3	3	3	3
+Mir30c-1	-1.42220731103062	5.71194886484988	16.0808033155748	6.06962010242324e-05	0.000414696798614666	0.104647032731209	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	-5.00777668793873	1.0694402308709	16.0312293765269	6.23062443958007e-05	0.000423163243188146	0.321640336921677	15	0	0	0	0	1.48980486323549	0.773404698088987	2.96733760694329	2.90140898239575	0	0	0	0	2	1	8	4
+2310001H17Rik	3.58428400419001	2.24442690645195	16.0087482840433	6.30504665559748e-05	0.000425683919173771	0.352731951590502	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	15.9699177176296	6.43570490236034e-05	0.000431949370211361	0.481958755619846	24	3.76410018525741	3.67547432177237	0.532561951711286	3.77747206228003	0	0	0	0	10	6	1	7	0	0	0	0
+Mir680-2	2.81016620132679	3.29905245912823	15.7957708667004	7.05600497170873e-05	0.000470812963316939	0.316057949871155	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	-1.51817010474615	11.2887123048386	15.6854094796533	7.47989553557263e-05	0.000496195395702812	0.13487533441033	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	3.55526593924808	3.27987930172684	15.6391420081383	7.66514180624486e-05	0.000505544901787594	0.509611720321542	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	15.530372952363	8.11902004511487e-05	0.000532402406406671	0.240935839917648	17	2.25846011115444	2.45031621451491	2.66280975855643	1.07927773208001	0	0	0	0	6	4	5	2	0	0	0	0
+Snord68	0.989292536167865	8.90764960433738	15.5173650378478	8.1750800727989e-05	0.000533015220746488	0.0581570170871918	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	4.27156743666297	1.71729906230074	15.4593377301288	8.42994173468423e-05	0.000546509290867881	0.399514955315848	33	3.76410018525741	1.83773716088618	6.92330537224672	3.23783319624003	0	0	0.370917200867911	0	10	3	13	6	0	0	1	0
+5033403H07Rik	5.38958220722563	1.38689805853691	15.3941037017686	8.72601528030977e-05	0.000562507538691155	0.482746552955507	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	15.3143696998344	9.10214898238634e-05	0.000583457976904653	0.571659773495034	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	15.2786060675236	9.27611815591187e-05	0.000591287755077958	0.575163809877839	17	0	0	0	0	0.744902431617745	1.54680939617797	1.85458600433956	6.52817021039044	0	0	0	0	1	2	5	9
+Snord96a	1.65074855113939	5.01694571714347	15.1383854857617	9.99110425328543e-05	0.000633324997388816	0.142886838852154	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	4.18322641944353	1.74022139632347	15.1119581190244	0.000101319449264228	0.000638704373538586	0.383719723622995	34	6.02256029641185	4.90063242902982	2.66280975855643	2.15855546416002	0	0	0	0.725352245598938	16	8	5	4	0	0	0	1
+Mir140	-0.905645435634997	9.50028014617901	15.0575607497806	0.00010428168907722	0.000653765973830266	0.0507121622460675	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	-1.25689536136848	6.59119460371351	14.9900172305403	0.000108081424394775	0.00067388472805704	0.0919145204755972	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	1.21430476296077	9.97163100567366	14.9124147548382	0.000112619412319933	0.00069836276878828	0.0916728433819757	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	-1.98693138794789	3.52549029901841	14.8645627772622	0.000115512771037368	0.000712432820289931	0.180514962112543	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	3.20852229010042	3.03194188498701	14.7343089953945	0.000123773327982767	0.000759276167894284	0.427352461408969	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	14.6521789319319	0.000129285097955809	0.000788846506778492	0.929223769231584	34	1.8820500926287	0.612579053628728	13.3140487927822	1.61891659812001	0	0	0	0	5	1	25	3	0	0	0	0
+1810032O08Rik	1.46628843609504	5.73136564110542	14.6032273519962	0.000132687109680273	0.00080529783055953	0.123100288809718	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	1.72236032842588	4.71267404974487	14.4680458451611	0.000142557450576341	0.000860624609034947	0.159847628420344	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	4.0919986309039	1.61895141087055	14.386648287154	0.000148854022265053	0.000893907575812767	0.376794820416454	30	4.51692022230889	1.22515810725746	3.727933661979	4.31711092832003	0	0	0.370917200867911	0	12	2	7	8	0	0	1	0
+Wwp1	3.32761586941588	3.13833576618806	13.7929030523268	0.000204105779908009	0.00121929159620439	0.511067660815561	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	-1.38180595947416	14.9145270773775	13.7738794325892	0.000206183091772303	0.0012252859776677	0.128384348404226	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	-1.69692652181498	4.22362759071507	13.7436003986248	0.000209533480161462	0.00123874456406336	0.156101631686875	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	1.89246300895627	3.64367143451302	13.6807235071753	0.000216667113856488	0.00127431534489821	0.173547254179735	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	1.06190995123409	7.5122757672409	13.5685659962442	0.000230005030439204	0.0013458243063135	0.0747430081119079	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	1.06012675870514	7.51340094202251	13.5373298162888	0.00023386488544015	0.00136142772595516	0.0746687570361004	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	5.70358294256303	2.93735738560613	13.2417244298067	0.000273785921073402	0.00158573470022717	1.28500704559326	101	13.5507606669267	0	33.551402957811	0.539638866040004	0	0	0	0.725352245598938	36	0	63	1	0	0	0	1
+Mir511	1.76477775109944	3.71610146206419	12.9739093492132	0.000315861803070706	0.00182019352173574	0.160217213624345	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	3.68940545204489	2.63577448851093	12.896484044671	0.000329199965254606	0.00188752341887189	0.607354523856925	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	1.85447163792527	4.20277051282992	12.877014613463	0.000332642446553782	0.00189772515758933	0.201323725424977	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	12.848717845434	0.000337710560407054	0.00191705347972362	0.129184374755993	12	1.50564007410296	1.22515810725746	2.13024780684514	1.07927773208001	0	0	0	0	4	2	4	2	0	0	0	0
+Snord1a	1.63910167372071	4.02238336484839	12.8221432117565	0.000342541121258124	0.00193484861067089	0.1477023296062	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	12.771094923717	0.000352016726297873	0.00197857677195011	0.711879772823525	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	12.761734288476	0.000353782722124899	0.0019787553232574	0.660971832490644	20	1.8820500926287	0.612579053628728	6.39074342053543	1.07927773208001	0	0	0	0	5	1	12	2	0	0	0	0
+Sec16b	5.0670703954575	2.2681415176373	12.7482346070013	0.000356345346237498	0.00198336604905846	1.01651406350117	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	12.7122700604847	0.000363264195301064	0.00201206042154619	0.141933620715364	9	0	0	0	0	2.23470729485323	1.54680939617797	1.11275160260373	0.725352245598938	0	0	0	0	3	2	3	1
+Mir297c	-5.46028214667453	1.16310624569704	12.6858246432756	0.000368438065669653	0.00203085909627572	0.98423436642105	16	0	0	0	0	5.21431702132421	4.64042818853392	0	2.17605673679681	0	0	0	0	7	6	0	3
+Mir210	-1.55181848254692	5.30748652269599	12.6346249640967	0.000378667171342058	0.00207720789664081	0.160090784081351	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	1.0724635094025	7.57752500010569	12.5209323640319	0.000402418025745375	0.00217646953900115	0.0831700356050766	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	5.16699807309474	1.27093683631409	12.5079968264951	0.00040521383696247	0.00217646953900115	0.646760843961031	20	3.38769016673167	0.612579053628728	4.79305756540158	0.539638866040004	0	0	0	0	9	1	9	1	0	0	0	0
+Meg3	-4.82330172761411	0.937921787971393	12.5028578410907	0.000406329978523492	0.00217646953900115	0.528764555179598	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	12.496528888137	0.000407708833339551	0.00217646953900115	0.448595704681969	16	2.25846011115444	1.22515810725746	3.727933661979	0.539638866040004	0	0	0	0	6	2	7	1	0	0	0	0
+Snhg12	1.14167877936141	8.41345066353433	12.4958643239978	0.00040785389192246	0.00217646953900115	0.0959907545464561	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	5.8839804957065	1.74985172014701	12.4942464278731	0.00040820725797217	0.00217646953900115	1.15280541507025	35	7.52820037051481	0.612579053628728	7.45586732395801	0	0	0	0	0	20	1	14	0	0	0	0	0
+Clip4	-4.61840308730762	0.83639259989645	12.468097368021	0.000413961525770984	0.00219688419025438	0.351654560530334	10	0	0	0	0	0.744902431617745	3.09361879235595	0.741834401735823	2.17605673679681	0	0	0	0	1	4	2	3
+Mir5109	2.53995860641125	6.27289124905161	12.3774719523889	0.000434545111972646	0.00229544431833699	0.437367055362434	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	1.07425135199083	8.56601383462481	12.3150626029681	0.000449317640241304	0.00236254114062363	0.0864547028702847	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	4.81965375867379	1.03182680206019	12.2510725211142	0.000464990815436558	0.00243373633217024	0.406167431652228	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	12.1747184405386	0.000484416112234324	0.00252383006419801	0.291223458606252	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	12.1407472953393	0.000493320047462953	0.00255853715525104	0.207929799163583	15	0.376410018525741	0	0	0	2.97960972647098	1.54680939617797	1.85458600433956	2.17605673679681	1	0	0	0	4	2	5	3
+Tardbp	3.26639735890803	2.17673793517601	12.0648228191212	0.000513821930353412	0.00265280915173413	0.464336478347039	52	6.77538033346333	4.2880533754011	10.6512390342257	1.61891659812001	0	0.773404698088987	1.11275160260373	0	18	7	20	3	0	1	3	0
+Snhg8	1.68922702390604	3.59241000016082	12.0323448532091	0.000522852596989171	0.00268727393317407	0.153879783915183	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	11.8850471165561	0.000565863940687806	0.0028952948714116	0.531321627547746	19	0	0	0	0.539638866040004	2.23470729485323	3.86702349044493	0.741834401735823	5.8028179647915	0	0	0	1	3	5	2	8
+Mir450b	-1.669966329175	3.92884750600962	11.8198719908045	0.000586018888662336	0.00298503371412377	0.172866406803916	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	-0.972268646438484	8.07481173834386	11.7905438404766	0.000595323414062094	0.00301895117975488	0.0735460143075853	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	3.75131245111122	1.86837805067541	11.7409123378485	0.000611410447816025	0.00308681115468179	0.569615866289326	39	6.02256029641185	2.45031621451491	7.98842927566929	1.07927773208001	0	0	0.741834401735823	0	16	4	15	2	0	0	2	0
+Bmp1	3.66149432091536	1.8801824905183	11.665863530871	0.000636573890071191	0.00319969519194374	0.530656556816999	39	4.89333024083463	1.83773716088618	9.58611513080315	1.61891659812001	0	0.773404698088987	0.370917200867911	0	13	3	18	3	0	1	1	0
+Snora24	1.63741748625607	3.55764726367568	11.497464026246	0.00069691209253932	0.00348761709468142	0.149950706883842	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	4.88144873590407	1.10745614758089	11.4650741302457	0.000709164020922668	0.00353343296014308	0.573423120149153	16	2.25846011115444	0	3.19537171026772	2.15855546416002	0	0	0	0	6	0	6	4	0	0	0	0
+2700038G22Rik	-1.25849182157	5.88412568701528	11.4274331531451	0.000723675930059116	0.00359006189651066	0.119235436185093	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	2.74553045634904	2.63138227225825	11.2881477473413	0.000780034653951903	0.00385289844224728	0.401109003764869	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	3.00551920736734	2.65160751389579	11.2720227673552	0.000786839449484599	0.00386975780974969	0.509183428949874	78	6.77538033346333	8.57610675080219	18.1071063581837	2.15855546416002	1.48980486323549	0	2.22550320520747	0	18	14	34	4	2	0	6	0
+1810026B05Rik	4.75071736662571	1.05600706004695	11.1589298507598	0.00083628149491269	0.00409526689139648	0.515986885031515	15	3.01128014820593	0.612579053628728	2.66280975855643	0.539638866040004	0	0	0	0	8	1	5	1	0	0	0	0
+Mtfr1	3.73003225422435	1.91330931155963	11.1142371717879	0.000856675520466582	0.00417720841389902	0.613480486146352	40	3.76410018525741	1.22515810725746	11.7163629376483	2.15855546416002	0	0.773404698088987	0.370917200867911	0	10	2	22	4	0	1	1	0
+Def8	4.90789710047339	1.11114655162227	11.096533385925	0.000864892407824037	0.00419932866947756	0.649697634051271	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	11.0514352352139	0.00088618569914032	0.00428448255389451	0.213195586419926	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	-0.996993817462646	6.95463686071109	10.9709990222955	0.000925488536859068	0.00445562202766328	0.0807689646866884	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	10.9112078435794	0.000955841823980723	0.00458241815614288	1.17648456256356	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	10.8598794998719	0.000982700888940462	0.0046817828848222	0.364299931981324	12	1.12923005557722	0.612579053628728	3.19537171026772	1.07927773208001	0	0	0	0	3	1	6	2	0	0	0	0
+Tysnd1	4.67245989477327	0.97728986546695	10.8559756409294	0.000984774664642706	0.0046817828848222	0.482797884010873	13	0.752820037051481	0.612579053628728	3.727933661979	1.61891659812001	0	0	0	0	2	1	7	3	0	0	0	0
+Syce2	5.60456215929372	1.50299640923642	10.8209128992786	0.00100359992206734	0.00475148344845991	1.26696371509922	26	2.25846011115444	0	10.1186770825144	0.539638866040004	0	0	0	0	6	0	19	1	0	0	0	0
+4732471J01Rik	2.22905943203287	2.65196176434118	10.7525539076486	0.00104135513708647	0.00490986037775067	0.261444787615312	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	10.7376057354544	0.00104980072958944	0.00492931124469773	0.146325189223804	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	10.7120164693483	0.0010644195900925	0.00497747029629319	0.773738385816363	18	4.14051020378315	1.22515810725746	2.66280975855643	0	0	0	0	0	11	2	5	0	0	0	0	0
+Mir128-2	-3.78373754460994	1.78339732783065	10.6675011607303	0.00109034315627492	0.00507788384208034	0.714609405506066	35	0	0.612579053628728	0	0.539638866040004	3.72451215808872	0	6.6765096156224	7.25352245598938	0	1	0	1	5	0	18	10
+Mir1b	-3.85021280938264	1.37783937763947	10.6302574176847	0.00111252227563716	0.00516011348171545	0.5875434000809	23	0	0	0	0.539638866040004	1.48980486323549	0.773404698088987	5.93467521388658	2.17605673679681	0	0	0	1	2	1	16	3
+Mir1a-2	-3.85009338813086	1.37783937763947	10.6208757299766	0.00111818079763341	0.00516536149837945	0.588513644740939	23	0	0	0	0.539638866040004	1.48980486323549	0.773404698088987	5.93467521388658	2.17605673679681	0	0	0	1	2	1	16	3
+Snord34	1.90390608992052	3.05424390245224	10.5999961177142	0.00113087897509442	0.00519686244671008	0.214688193528694	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	-4.02966665256279	0.645094641469066	10.5947222820167	0.00113410933324348	0.00519686244671008	0.0535461111607123	7	0	0	0	0	0.744902431617745	0.773404698088987	1.11275160260373	1.45070449119788	0	0	0	0	1	1	3	2
+U05342	3.31281709881391	2.21106562280467	10.5202106383261	0.00118076025095335	0.00538898978535108	0.596379396994342	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	10.5071479244671	0.00118913651980964	0.00540559668965259	0.232689411631899	19	0	0.612579053628728	0	0.539638866040004	1.48980486323549	2.32021409426696	2.96733760694329	2.90140898239575	0	1	0	1	2	3	8	4
+Mir483	-4.04934244562863	0.651060211291411	10.4898498526861	0.00120032125582041	0.00543478790829798	0.0832379094928258	7	0	0	0	0	0.744902431617745	1.54680939617797	0.741834401735823	1.45070449119788	0	0	0	0	1	2	2	2
+Gm16023	4.53803195644533	2.35992965031332	10.4655844099125	0.00121619066761642	0.00548487569861792	1.15151574664551	61	5.64615027788611	0	21.8350400201627	1.61891659812001	0	0	0.741834401735823	0	15	0	41	3	0	0	2	0
+Snhg7	2.13792964635227	3.65141323422922	10.4572204775174	0.00122170967955348	0.00548807379673433	0.324086063919423	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	-2.14580419998559	4.72864529291437	10.2850879004778	0.00134109630909823	0.00600074858306307	0.371398200453088	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	10.266705033868	0.00135452497117686	0.0060371601254406	0.618935763226322	17	0	0	0.532561951711286	0	4.46941458970647	4.64042818853392	0.370917200867911	2.17605673679681	0	0	1	0	6	6	1	3
+Mir3098	1.61240704288353	4.18647370891867	10.2460832253074	0.00136975126241499	0.00608126922340661	0.191902479688272	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	1.71937890140519	6.08233428298449	10.2256826747664	0.00138498469802816	0.00612506798624082	0.251905498663074	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	-1.86495872183133	2.9794457728339	10.2155084134146	0.00139264597748347	0.00613517011702177	0.221948043620607	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	10.1935579633291	0.00140932126638837	0.00618475217288126	0.592503832690623	14	2.63487012968019	0	2.66280975855643	1.07927773208001	0	0	0	0	7	0	5	2	0	0	0	0
+Nagpa	2.97352460471784	1.43647698744846	10.0249506429243	0.00154433814628868	0.00675130201117006	0.269287136796875	24	2.25846011115444	3.06289526814364	3.727933661979	2.15855546416002	0.744902431617745	0	0.370917200867911	0	6	5	7	4	1	0	1	0
+Aes	3.23047856240698	3.06910239429643	9.97879758812414	0.00158353058690921	0.00689621526589085	0.724626715259297	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	9.93892927557888	0.00161819646190249	0.00702038845258839	0.634235826761283	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	9.92842634511165	0.00162745612971598	0.00703381607578007	0.184783458472923	7	0	0	0	0	2.23470729485323	0.773404698088987	0.741834401735823	0.725352245598938	0	0	0	0	3	1	2	1
+Snora16a	1.50286567657067	4.93292122441817	9.91346035900646	0.00164074336699186	0.00706448370467063	0.18884377733825	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	9.89152843403226	0.00166041397844841	0.00712230206544977	0.886810026012311	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	9.87749718644328	0.00167312367357036	0.00714994049267334	0.889880816099473	16	1.50564007410296	0	5.32561951711286	1.07927773208001	0	0	0	0	4	0	10	2	0	0	0	0
+Snord99	1.35178914626321	7.9464134418647	9.85562974243291	0.00169312831478341	0.00720843062376073	0.169702504284287	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	9.84837000626928	0.0016998230654676	0.00721003017731796	0.669417175490588	14	3.01128014820593	2.45031621451491	0	1.07927773208001	0	0	0	0	8	4	0	2	0	0	0	0
+Mir1249	-1.46196390939412	4.19931305895641	9.82633430101478	0.0017203085737606	0.00726989660244759	0.166204289312369	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	9.77251106903352	0.00177140354790803	0.00745819722569397	0.545741897178871	12	1.12923005557722	0.612579053628728	3.727933661979	0.539638866040004	0	0	0	0	3	1	7	1	0	0	0	0
+Mug-ps1	5.60817971617749	1.61849867045231	9.71926086467138	0.00182346835924321	0.00764918160991363	1.55477121145156	31	9.03384044461778	0	3.727933661979	0	0	0	0	0	24	0	7	0	0	0	0	0
+Gm16551	4.354131830696	0.863214695780697	9.68568288562137	0.00185709354868663	0.00776169867784414	0.396645406829089	11	1.8820500926287	0	1.59768585513386	1.61891659812001	0	0	0	0	5	0	3	3	0	0	0	0
+Pglyrp2	5.56628198650275	1.52062717057535	9.66528823530379	0.00187782297490911	0.0078196934831069	1.5286005087766	27	4.51692022230889	0	7.98842927566929	0	0	0	0	0	12	0	15	0	0	0	0	0
+Mir3071	-1.64821204185904	5.6368744677411	9.59854303938321	0.00194731817778514	0.00805540203810413	0.247041989240933	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	-1.64821282526039	5.6368744677411	9.59738565084825	0.0019485459794187	0.00805540203810413	0.247073475964354	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	-1.25494995245598	4.9078644847231	9.54842408438958	0.00200121158519751	0.00824325782927928	0.134055986983375	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	1.70174715785811	3.3252210053787	9.52627964515323	0.00202550306451539	0.00830004911298375	0.198593315269338	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	2.88031870193835	2.69743879475134	9.52261884471627	0.00202954750440181	0.00830004911298375	0.586806680247479	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	9.51300562087038	0.0020402071903048	0.00830838313528841	1.0145183891617	16	0.752820037051481	0	5.85818146882415	1.61891659812001	0	0	0	0	2	0	11	3	0	0	0	0
+Mir3096b	-1.25490289934181	4.9078644847231	9.50766947436512	0.00204614869501844	0.00830838313528841	0.134706201674069	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	-1.20825291558236	4.07448049484978	9.43463187929297	0.00212925824962758	0.00861519029370592	0.108534074025367	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	4.09388203108547	2.19374397059567	9.4213161204447	0.00214477530309658	0.00864730961425157	1.02983418513461	53	7.52820037051481	1.22515810725746	15.4442965996273	0	0	0.773404698088987	0.370917200867911	0	20	2	29	0	0	1	1	0
+Snord19	0.876063538519006	7.21003568721168	9.33474081083471	0.00224849891563529	0.00903358191105587	0.0736533400795967	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	9.3251997860741	0.00226023675505872	0.00904887767551578	0.18560808406755	12	0	0	0	0.539638866040004	2.23470729485323	0.773404698088987	1.48366880347165	2.17605673679681	0	0	0	1	3	1	4	3
+Mir350	-1.60121543359202	3.66362250766063	9.30565441155721	0.00228447691844911	0.00911394462919731	0.203881256962694	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	3.18849826131013	1.10946210718244	9.26902714988639	0.00233061462335807	0.00926561423432597	0.222801951473068	16	1.8820500926287	1.22515810725746	1.59768585513386	2.69819433020002	0	0	0.370917200867911	0	5	2	3	5	0	0	1	0
+4930483K19Rik	3.68708641143103	1.43136350552071	9.24893122586361	0.00235632905873876	0.00933531755562821	0.593716597068376	24	3.01128014820593	1.83773716088618	5.85818146882415	0.539638866040004	0	0	0	0.725352245598938	8	3	11	1	0	0	0	1
+Mir185	-1.52777986019704	4.47414367933805	9.21460941178877	0.00240091428983647	0.00947904223080766	0.205682901562663	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	3.16972279689547	2.15278125335152	9.20827778497473	0.00240923235256968	0.00947908315269658	0.637376497428484	50	3.76410018525741	1.22515810725746	14.911734647916	3.23783319624003	0	1.54680939617797	0.741834401735823	0	10	2	28	6	0	2	2	0
+B830017H08Rik	-4.44239357520754	0.726906104594824	9.19329238199305	0.00242903586504193	0.00952415780760425	0.740706895714857	8	0	0	0	0	2.23470729485323	2.32021409426696	0	1.45070449119788	0	0	0	0	3	3	0	2
+Mir467c	2.92708834617398	1.77425408890849	9.10640612194132	0.00254715833512069	0.00995310842593392	0.441263037280115	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	1.11873941989238	6.5987615159351	9.08854414693623	0.00257215541582898	0.0100164823531088	0.122736252183783	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	1.85711926889977	2.83472686690931	9.07537195172805	0.0025907487524393	0.0100224275886828	0.226204379786583	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	-3.46961229422527	1.04557348195539	9.0750182483449	0.00259124990242018	0.0100224275886828	0.462934892296261	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	9.05034999145096	0.00262644536807953	0.0101242370438471	0.187155656042091	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	-4.08556021018168	0.651395980359643	8.99964033627207	0.00270032744138716	0.010373985220952	0.39219669962746	7	0	0	0	0	2.23470729485323	1.54680939617797	0.741834401735823	0	0	0	0	0	3	2	2	0
+Snord2	0.686624994850819	8.05603854998504	8.98514603614761	0.00272183036433662	0.0104215048513694	0.0476262642163418	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	8.93298185216231	0.00280066746910172	0.0106532886861418	0.425476507007645	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	5.27572857378375	1.34581378174857	8.93273893477917	0.00280103997006359	0.0106532886861418	1.48235169691868	22	3.76410018525741	0	6.39074342053543	0	0	0	0	0	10	0	12	0	0	0	0	0
+Atp2a2	-2.21529275149044	4.91358745778656	8.84388748999229	0.0029407209586412	0.0111473840990352	0.467742608065437	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	8.77916365072011	0.00304690868021172	0.0115116649143098	0.827851653717027	13	1.8820500926287	0	3.727933661979	0.539638866040004	0	0	0	0	5	0	7	1	0	0	0	0
+Mir205	4.50599686586616	0.957002966471594	8.7662664087501	0.00306852939220691	0.0115550892293996	0.756170781032776	13	3.38769016673167	1.22515810725746	0	1.07927773208001	0	0	0	0	9	2	0	2	0	0	0	0
+Mir3471-1	-1.1593741950485	5.01727552817838	8.68522124697384	0.00320800633771345	0.0120405764188521	0.126878256875997	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	1.04767977027251	6.25057583145994	8.58324123649257	0.00339270920040068	0.0126920695005153	0.111552873006959	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	-1.17409481969869	4.69005885814387	8.49349652126477	0.00356418179440943	0.0132899719850365	0.128795803186841	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	8.44703117613916	0.00365639833384185	0.0135894153059073	0.159852546031247	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	8.40230997420413	0.00374744513162565	0.0138825808285223	0.884349223836503	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	8.33264345445374	0.00389389554026577	0.0143298655473413	0.218886717062585	15	1.50564007410296	1.22515810725746	1.59768585513386	2.69819433020002	0	0.773404698088987	0	0	4	2	3	5	0	1	0	0
+Rnf44	3.29887480230622	2.77326522026601	8.32986769154338	0.00389984980430065	0.0143298655473413	0.888141471327753	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	8.32706943869021	0.00390586168731213	0.0143298655473413	0.0354434688599658	7	0.752820037051481	0.612579053628728	1.06512390342257	1.07927773208001	0	0	0	0	2	1	2	2	0	0	0	0
+Mir542	-1.2202802541791	4.03013743187161	8.31210440681503	0.0039381736087853	0.0144021028449488	0.130055566109976	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	3.38322498366109	1.79633313978989	8.30390614338839	0.00395599015505876	0.0144210375940001	0.721861346918632	36	5.64615027788611	1.22515810725746	7.98842927566929	1.07927773208001	0	0	0	1.45070449119788	15	2	15	2	0	0	0	2
+9530036O11Rik	-3.90592057742747	0.589873232446656	8.25549410820373	0.00406288473667808	0.0147421029674811	0.331237759055139	6	0	0	0	0	2.23470729485323	0.773404698088987	0.370917200867911	0.725352245598938	0	0	0	0	3	1	1	1
+Snord69	0.829321442882835	7.24728851810705	8.25235984080368	0.00406990572721872	0.0147421029674811	0.0750533832179975	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	3.78685035606387	0.637395804592281	8.19262127631599	0.00420611065033774	0.0151872539621372	0.0566083797972507	7	1.12923005557722	0.612579053628728	0.532561951711286	1.07927773208001	0	0	0	0	3	1	1	2	0	0	0	0
+Ccl25	4.00707224743472	0.705516058541585	8.10993748282072	0.0044023244984849	0.0158455907027485	0.32987634906812	8	0.376410018525741	0.612579053628728	2.13024780684514	1.07927773208001	0	0	0	0	1	1	4	2	0	0	0	0
+4933405D12Rik	3.80231024017593	1.50330582921603	8.10201405332819	0.00442160998977043	0.0158649591142392	0.860774753937791	26	3.01128014820593	2.45031621451491	6.92330537224672	0	0	0	0	0.725352245598938	8	4	13	0	0	0	0	1
+4933406I18Rik	4.45625976111998	0.875643965649095	8.08094539204728	0.00447331029788191	0.0160001474917971	0.870711851263871	11	0.376410018525741	0	3.19537171026772	2.15855546416002	0	0	0	0	1	0	6	4	0	0	0	0
+1700012B15Rik	3.33623302535661	1.23879866724687	8.06792620687989	0.00450556531767401	0.0160651563358314	0.49053639544426	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	8.01110165885457	0.00464914461064677	0.0165254641767849	0.532396042059314	26	0.752820037051481	0	0	0.539638866040004	4.46941458970647	1.54680939617797	5.19284081215076	0.725352245598938	2	0	0	1	6	2	14	1
+Numb	1.95329378075693	2.68496615347617	7.98227287098427	0.00472375987681891	0.0167385404330757	0.299374528234942	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	1.18234770903466	4.16991626203916	7.91318882724225	0.00490756874637379	0.0173360245808436	0.128871393512442	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	7.88936499917154	0.00497263200789804	0.0175116454352212	1.66106517774716	18	1.50564007410296	0	7.45586732395801	0	0	0	0	0	4	0	14	0	0	0	0	0
+Snord42a	-1.51965554755283	5.1124680210519	7.83023664225156	0.00513793726012311	0.018038112042463	0.253810279213768	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	-1.11848606176053	10.0332154839942	7.82060446630135	0.00516539170675638	0.0180463837508273	0.149456777227303	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	7.81831967284068	0.00517192593034227	0.0180463837508273	1.38933517466344	16	3.01128014820593	0	4.26049561369029	0	0	0	0	0	8	0	8	0	0	0	0	0
+Hyi	4.32129347922799	0.820852932222921	7.80037926201073	0.00522352694375736	0.0181708665939852	0.797692852568275	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	7.74731917896024	0.00537923341783197	0.018603002827001	0.029558795886222	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	7.74694095454115	0.00538036015154279	0.018603002827001	1.4699044098653	16	2.25846011115444	0	5.32561951711286	0	0	0	0	0	6	0	10	0	0	0	0	0
+Surf1	2.79918337055091	1.28462508396559	7.72984370765139	0.00543154507557644	0.0187232414840868	0.35605662419343	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	7.71570323860427	0.005474253098324	0.0188136228469509	0.182625352519304	7	0.752820037051481	1.83773716088618	0.532561951711286	0.539638866040004	0	0	0	0	2	3	1	1	0	0	0	0
+B430319G15Rik	-3.85484828579297	0.584262995648631	7.69087090373412	0.0055500839095247	0.0189793101467339	0.439490310367902	6	0	0	0	0	2.23470729485323	0.773404698088987	0.741834401735823	0	0	0	0	0	3	1	2	0
+Mir152	-0.717373444639597	7.34718489802364	7.68903536511509	0.00555573145399571	0.0189793101467339	0.0601625082615951	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	7.58721573657581	0.00587836675191462	0.0200215416833868	0.432867265311067	8	0.752820037051481	0	2.13024780684514	1.07927773208001	0	0	0	0	2	0	4	2	0	0	0	0
+Mir351	-0.791220728294924	8.686434600189	7.54485648029569	0.00601816154958927	0.0204366735954802	0.0773151722027245	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	7.53886055801338	0.00603822165983903	0.0204439492993363	1.38979384685798	15	3.01128014820593	0	0	3.77747206228003	0	0	0	0	8	0	0	7	0	0	0	0
+Adhfe1	2.85699150346571	1.46062082791113	7.51879168990492	0.00610586232863485	0.0205943025690742	0.446927226810586	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	7.51500017730944	0.00611872793244186	0.0205943025690742	1.44898233464354	15	2.25846011115444	0	4.79305756540158	0	0	0	0	0	6	0	9	0	0	0	0	0
+E430016F16Rik	-3.92267772171699	0.589304299789426	7.50602977692567	0.00614927713725828	0.0206046140095895	0.580286460227399	6	0	0	0	0	1.48980486323549	0	0.370917200867911	2.17605673679681	0	0	0	0	2	0	1	3
+Ncaph2	2.98102373733304	1.88565061259885	7.49949812229814	0.00617161894964267	0.0206046140095895	0.659954959397958	39	5.26974025936037	3.06289526814364	8.52099122738058	0.539638866040004	0.744902431617745	0	0	1.45070449119788	14	5	16	1	1	0	0	2
+Mir345	-0.894627342818286	6.16636713262709	7.49822986107671	0.00617596668823805	0.0206046140095895	0.0930378404060124	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	1.87451010384166	3.86470859463248	7.43579553193416	0.00639390931031051	0.0212695350526656	0.371941033252637	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	0.834608763220276	7.78846538426593	7.38642499693542	0.00657179815732567	0.0217977374927575	0.0864815558398534	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	7.38105375589996	0.0065914538370829	0.0217995618206133	0.441784570213431	8	1.50564007410296	0.612579053628728	1.59768585513386	0	0	0	0	0	4	1	3	0	0	0	0	0
+Mir297a-3	-2.47936834158671	1.71218145294539	7.3251877839495	0.00679948597411652	0.0224225823597311	0.460398530178428	32	0	0	0.532561951711286	2.15855546416002	3.72451215808872	2.32021409426696	4.45100641041494	5.07746571919256	0	0	1	4	5	3	12	7
+Lrrc28	3.23201673481648	2.36192282906825	7.30137979295784	0.00689016787484934	0.0226561427815651	0.931712651266373	60	4.51692022230889	1.22515810725746	21.3024780684514	1.07927773208001	0	1.54680939617797	0	1.45070449119788	12	2	40	2	0	2	0	2
+Mir378b	-4.08578485556068	0.698687992326907	7.27232139416078	0.00700252416620255	0.0229594254989572	0.958614553597255	8	0	0	0	0	0	2.32021409426696	1.85458600433956	0	0	0	0	0	0	3	5	0
+Mir664	-0.994464145829247	5.49585681483252	7.25649589357891	0.00706450003220319	0.0230962594176041	0.115438887614005	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	3.16936934987259	1.07132330033658	7.25031585587748	0.00708885420356752	0.0231096647036301	0.458358364233475	15	0.752820037051481	0.612579053628728	2.66280975855643	3.23783319624003	0	0	0.370917200867911	0	2	1	5	6	0	0	1	0
+Tmem161b	4.06849315752569	0.709956285202908	7.22072498689638	0.00720665951856604	0.0234267763837147	0.653737574085589	8	0	1.22515810725746	1.06512390342257	2.15855546416002	0	0	0	0	0	2	2	4	0	0	0	0
+Snora36b	-0.98973397816389	5.49748452573385	7.18772095162115	0.00734041542696202	0.0237937897788741	0.115485696470091	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	7.1761700412604	0.00738782503715303	0.0238482590030566	0.0299525985043877	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	7.17345315276218	0.00739902163635587	0.0238482590030566	0.0306521588392896	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	7.1615940861441	0.00744809760503764	0.02393881511929	0.199889699365075	5	0	0	0	0	0	0.773404698088987	0.741834401735823	1.45070449119788	0	0	0	0	0	1	2	2
+Mir449a	-3.54427958355494	0.508395334408893	7.12012912319071	0.00762232163620326	0.0244299690643481	0.172211097229188	5	0	0	0	0	0	0.773404698088987	1.11275160260373	0.725352245598938	0	0	0	0	0	1	3	1
+2310015A10Rik	3.88092555356896	0.691758047831006	7.08655928344852	0.00776642135901034	0.024822091794484	0.487031614671124	8	1.8820500926287	0	1.06512390342257	0.539638866040004	0	0	0	0	5	0	2	1	0	0	0	0
+Mir3061	-1.44204597140222	3.21903376859713	7.02924965796659	0.00801889452662581	0.0255206993785685	0.204798976981318	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	4.19079569819769	2.11731138088488	7.02682976857285	0.00802973801656977	0.0255206993785685	1.60622005439664	50	8.2810204075663	0	13.8466107444934	0	0	0	0.741834401735823	0	22	0	26	0	0	0	2	0
+AW112010	3.48093740203173	1.74835513330032	6.99861240714699	0.00815729228515806	0.0258540847149037	1.01336863056666	34	3.38769016673167	0	11.183800985937	1.07927773208001	0.744902431617745	0	0.370917200867911	0	9	0	21	2	1	0	1	0
+A730017L22Rik	3.47278151602736	1.32075691711653	6.93782513743781	0.00843916619556624	0.0266733757039919	0.811991991199457	21	2.63487012968019	1.83773716088618	5.32561951711286	0	0.744902431617745	0	0	0	7	3	10	0	1	0	0	0
+9430083A17Rik	3.7575557258687	0.636221593167552	6.87510567867972	0.00874045889426179	0.0275493469567754	0.370716480330109	7	1.12923005557722	0	1.59768585513386	0.539638866040004	0	0	0	0	3	0	3	1	0	0	0	0
+Mir1968	2.22505699076192	1.70917163211724	6.82625179804565	0.00898275753881646	0.028235058820357	0.343304792797405	33	4.14051020378315	2.45031621451491	4.26049561369029	2.69819433020002	0	0	1.48366880347165	0.725352245598938	11	4	8	5	0	0	4	1
+Snora64	2.58664293097842	2.05919567562502	6.75444836467187	0.00935142526471457	0.0293131215028553	0.630152190439171	47	6.77538033346333	4.2880533754011	7.98842927566929	0.539638866040004	0	0	1.85458600433956	0.725352245598938	18	7	15	1	0	0	5	1
+Wdr73	3.72874474943046	0.633055243345956	6.74663705574442	0.00939245542245591	0.029361072978143	0.381176116932167	7	1.50564007410296	0	1.06512390342257	0.539638866040004	0	0	0	0	4	0	2	1	0	0	0	0
+C030037D09Rik	3.72835574440169	0.633055243345956	6.73332123707682	0.00946282450344072	0.0295002261159176	0.385288183337977	7	1.50564007410296	0	1.06512390342257	0.539638866040004	0	0	0	0	4	0	2	1	0	0	0	0
+Mir1947	-1.29225062781322	3.51713179860465	6.72362226549028	0.00951441967249906	0.0295376892310959	0.176377340205224	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	3.72896488407048	0.633160717686267	6.72133731893753	0.00952661668452524	0.0295376892310959	0.390071784390583	7	1.50564007410296	0	0.532561951711286	1.07927773208001	0	0	0	0	4	0	1	2	0	0	0	0
+Mir329	-2.30769827030505	1.21198057502509	6.66824321959665	0.00981458852107267	0.0303480907928019	0.257827607409217	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	6.65452175855425	0.00989045126970211	0.0304565077513934	0.420760200355142	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	6.65225591790763	0.009903036262723	0.0304565077513934	0.421505452357253	7	1.50564007410296	0.612579053628728	1.06512390342257	0	0	0	0	0	4	1	2	0	0	0	0	0
+Snora3	1.86825425536268	2.53153259610182	6.62799707945403	0.010038808316742	0.0307910760467813	0.33245025852623	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	6.61046729132459	0.0101381054760548	0.0310095191944807	0.218585443323118	6	0.376410018525741	0.612579053628728	1.59768585513386	0.539638866040004	0	0	0	0	1	1	3	1	0	0	0	0
+Mir146	-0.710385217413166	9.95438463861553	6.60585786439773	0.0101643822775949	0.0310095191944807	0.0720889055368743	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	-1.20464955764475	4.09905235792638	6.51075099957094	0.0107224214481241	0.0326247543261589	0.174535292554301	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	0.713154759194487	7.44314472595647	6.43185558940381	0.011209141400107	0.0340149743019205	0.0718378376166883	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	2.05831817675001	2.65448513034462	6.39898767732585	0.0114185455287124	0.0345585157778801	0.458148105710901	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	-3.76288567906352	0.525471344199101	6.38181498172463	0.0115295468895739	0.0348021507963063	0.754988501707678	5	0	0	0	0	0.744902431617745	0.773404698088987	0	2.17605673679681	0	0	0	0	1	1	0	3
+Rreb1	2.0694950756878	3.06306696391568	6.37701168089481	0.0115607923999712	0.0348043908400188	0.501561562514691	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	6.35449206344282	0.011708445969525	0.0351404017542308	0.247102671096052	6	1.12923005557722	0	1.06512390342257	0.539638866040004	0	0	0	0	3	0	2	1	0	0	0	0
+A330009N23Rik	-3.68670927513927	0.572526588246057	6.34887545534638	0.0117455729259622	0.0351404017542308	0.748592452363965	6	0	0	0	0	1.48980486323549	0	1.48366880347165	0	0	0	0	0	2	0	4	0
+Mir1191	2.78203182954521	1.72966994996824	6.34597436170453	0.0117647970816093	0.0351404017542308	0.684946592724875	34	6.39897031493759	0	5.32561951711286	2.15855546416002	0	0.773404698088987	0.370917200867911	0.725352245598938	17	0	10	4	0	1	1	1
+Gm10791	4.21529090100729	0.811121956733704	6.3147673466929	0.0119736455436053	0.0356708343740304	1.27425151461522	10	1.50564007410296	0	3.19537171026772	0	0	0	0	0	4	0	6	0	0	0	0	0
+Mir19a	1.07983908902366	3.97679686744879	6.30696566028169	0.0120264495886749	0.0357348410955157	0.131590049176006	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	4.10958364300505	0.80184621361431	6.21618597638906	0.0126587522914407	0.0375159386091787	1.18480450374023	10	2.63487012968019	0	1.59768585513386	0	0	0	0	0	7	0	3	0	0	0	0	0
+Rnu11	1.78240522507158	4.31503812639707	6.21011957428464	0.0127022049640469	0.0375471913574548	0.428450018330416	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	-0.775009906550968	11.1527649022789	6.20113246301565	0.0127668601444967	0.037640794379511	0.091723717434537	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	6.17634518384168	0.0129469437517748	0.0380549211837155	0.214786057182669	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	6.17264809633618	0.0129740265911177	0.0380549211837155	1.39750324685185	10	1.12923005557722	0	3.727933661979	0	0	0	0	0	3	0	7	0	0	0	0	0
+Mir666	-2.80615346530042	0.780065908832119	6.10876775946343	0.0134512878698625	0.0393536396397771	0.307684101038562	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	6.08629772931823	0.0136234261485357	0.0397553177377985	0.387364388500097	6	0.752820037051481	0.612579053628728	1.59768585513386	0	0	0	0	0	2	1	3	0	0	0	0	0
+2700089E24Rik	3.04034763305122	2.50936021306659	6.06545978102017	0.0137850862827778	0.0401244475730853	1.06340957990033	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	5.98797443232457	0.0144037329545824	0.041818471504271	2.86212993058383	18	0	0	9.58611513080315	0	0	0	0	0	0	0	18	0	0	0	0	0
+A730056A06Rik	-3.88862786022957	0.58495654109149	5.9669442918666	0.0145765187166657	0.0421493177137813	1.24086248700792	6	0	0	0	0	0	3.09361879235595	0.741834401735823	0	0	0	0	0	0	4	2	0
+E230016K23Rik	-4.09400759049538	0.596535776513554	5.96512462383297	0.0145915692348323	0.0421493177137813	1.56212556694857	6	0	0	0	0	1.48980486323549	3.09361879235595	0	0	0	0	0	0	2	4	0	0
+4930545L23Rik	3.63102556342012	0.580100294207571	5.9593789278012	0.0146391971142683	0.0421801108772226	0.505866402722076	6	0.376410018525741	1.22515810725746	1.59768585513386	0	0	0	0	0	1	2	3	0	0	0	0	0
+C730036E19Rik	3.98433831465098	0.747886821890444	5.94057307659931	0.0147962069484563	0.0425251187108025	1.13720095722367	9	2.25846011115444	0	1.59768585513386	0	0	0	0	0	6	0	3	0	0	0	0	0
+Mir1198	2.02251815934069	1.98527793197627	5.93243014248034	0.0148647291287332	0.0426147134067451	0.384617578192951	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	3.35419612704175	0.511731227834426	5.90780023314489	0.0150739837354798	0.0431063043663719	0.0712524213497889	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	5.88489474717361	0.0152713104274963	0.0435614129944333	0.461891716738449	20	1.8820500926287	1.83773716088618	4.26049561369029	1.07927773208001	0	1.54680939617797	0	0	5	3	8	2	0	2	0	0
+Gm3230	3.820043754688	0.642568227191324	5.85518944635986	0.0155311861241487	0.0441922278495105	0.881550821291204	7	0.376410018525741	0	2.66280975855643	0.539638866040004	0	0	0	0	1	0	5	1	0	0	0	0
+AW011738	3.69345791739811	0.584493580316665	5.83435047741961	0.0157162108288891	0.044607454118812	0.652463491341992	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	5.78744553150091	0.0161410268360658	0.0456995325557098	0.215318076592647	11	1.12923005557722	1.22515810725746	0.532561951711286	2.15855546416002	0	0	0.370917200867911	0	3	2	1	4	0	0	1	0
+Gm16119	2.68544441180761	1.44185052363263	5.77488176874989	0.0162568137423185	0.0459134269306568	0.687146649591784	24	0.376410018525741	2.45031621451491	4.26049561369029	4.31711092832003	0	0	1.11275160260373	0	1	4	8	8	0	0	3	0
+F730035M05Rik	2.49547258142172	1.1680071013812	5.76885606090423	0.0163126497982226	0.0459573664685728	0.387824572820115	17	0.752820037051481	3.06289526814364	3.19537171026772	1.07927773208001	0	0	0.370917200867911	0.725352245598938	2	5	6	2	0	0	1	1
+5730522E02Rik	2.76245017880368	0.916793078443015	5.75511512145183	0.0164407183097961	0.0462040876637373	0.353082848916159	12	1.50564007410296	0.612579053628728	2.66280975855643	0.539638866040004	0	0	0.370917200867911	0	4	1	5	1	0	0	1	0
+Cox18	3.51416475693794	0.56943721310897	5.68624937371652	0.0170983609672658	0.0479342257092146	0.476558529526638	6	1.50564007410296	0.612579053628728	0.532561951711286	0	0	0	0	0	4	1	1	0	0	0	0	0
+1700042O10Rik	3.513793866071	0.56943721310897	5.6757023950238	0.0172014515868012	0.0481050398542652	0.48115557272882	6	1.50564007410296	0.612579053628728	0.532561951711286	0	0	0	0	0	4	1	1	0	0	0	0	0
+Gm13944	3.33654009544205	0.507320755410798	5.66676109801095	0.0172893498080461	0.0482326360170675	0.149058956909043	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	5.6615677883185	0.0173406157399283	0.0482576647786785	0.151153519316003	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	5.64039860977723	0.017551216332333	0.0487249095746762	1.19667698619411	8	1.12923005557722	0	2.66280975855643	0	0	0	0	0	3	0	5	0	0	0	0	0
+Gm10658	3.34091350906989	0.50829381891728	5.62818209841236	0.0176739512203612	0.0489465493748354	0.171540653150806	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	5.61473474367925	0.0178100767010679	0.049204110208035	0.177314392730007	5	0.752820037051481	0.612579053628728	1.06512390342257	0	0	0	0	0	2	1	2	0	0	0	0	0
+Raver1-fdx1l	2.8728632178986	1.67787191601149	5.60461635526638	0.0179132168240584	0.0493695178653396	0.905203978574987	32	4.51692022230889	0	7.98842927566929	1.07927773208001	0	0	0.741834401735823	0.725352245598938	12	0	15	2	0	0	2	1
+Gm12992	3.04875774551117	1.01806369607825	5.59241069956709	0.01803845421986	0.0495896018271841	0.699288529447959	14	1.50564007410296	1.22515810725746	3.727933661979	0	0	0	0.370917200867911	0	4	2	7	0	0	0	1	0
+Mirlet7c-1	-0.847452051802063	5.22298069859893	5.58838143816572	0.0180799950570627	0.0495896018271841	0.10636846736497	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	3.81596413981077	1.56184945519892	5.56469634831358	0.0183261884495175	0.0501443189949627	1.57902727583979	28	3.76410018525741	0	9.05355317909186	0	0.744902431617745	0	0	0	10	0	17	0	1	0	0	0
+3110039I08Rik	-3.80472087952198	0.525704134119528	5.55032129496486	0.018477294935278	0.0504368266056272	1.31921588338298	5	0	0	0	0	0	1.54680939617797	0	2.17605673679681	0	0	0	0	0	2	0	3
+Snora65	1.505794077037	2.74607363527145	5.51827420928777	0.0188188153266491	0.0512464636938106	0.258966001785376	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	5.50985296597167	0.0189096365130529	0.0513711791937936	0.246759016542851	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	5.49945295161865	0.0190224236430342	0.0515548346239954	0.729733922836589	6	0.376410018525741	0.612579053628728	2.13024780684514	0	0	0	0	0	1	1	4	0	0	0	0	0
+Gm15850	-3.46854871906226	0.453518741622584	5.49477010105468	0.0190734354414557	0.0515705920348365	0.662816178731168	4	0	0	0	0	0	3.09361879235595	0	0	0	0	0	0	0	4	0	0
+St7l	2.01288859698535	1.70092759076908	5.48093669774275	0.0192249543722918	0.0518573828340069	0.355311316106136	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	-3.45826853931583	0.453052534566718	5.47006614470426	0.0193448933972833	0.0519353490971771	0.662830924165095	4	0	0	0	0	1.48980486323549	1.54680939617797	0	0	0	0	0	0	2	2	0	0
+Mir701	-3.45826853931583	0.453052534566718	5.47006614470426	0.0193448933972833	0.0519353490971771	0.662830924165095	4	0	0	0	0	1.48980486323549	1.54680939617797	0	0	0	0	0	0	2	2	0	0
+Mir5121	1.94742522131415	1.83785122259044	5.46371186689073	0.0194153605201342	0.0520021745386694	0.376976641878831	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	-2.50767371876481	0.698215002345895	5.44772199489155	0.0195938600007735	0.0522167328421979	0.124397604157986	8	0.376410018525741	0	0	0	0.744902431617745	0.773404698088987	1.48366880347165	0.725352245598938	1	0	0	0	1	1	4	1
+Slc25a43	-3.44800799301466	0.452586463588376	5.44551853309808	0.0196185905357389	0.0522167328421979	0.662845665062969	4	0	0	0	0	2.97960972647098	0	0	0	0	0	0	0	4	0	0	0
+4930412C18Rik	-3.44582480224269	0.452480479327341	5.4401904806621	0.0196785233322919	0.0522167328421979	0.662849017103242	4	0	0	0	0	0.744902431617745	0.773404698088987	0	1.45070449119788	0	0	0	0	1	1	0	2
+Gm17769	-3.44582480224269	0.452480479327341	5.4401904806621	0.0196785233322919	0.0522167328421979	0.662849017103242	4	0	0	0	0	0.744902431617745	0.773404698088987	0	1.45070449119788	0	0	0	0	1	1	0	2
+Gm16793	3.80203374928729	0.688518277319339	5.4263772043002	0.0198347856432169	0.0525092585125534	1.14605199882295	8	2.25846011115444	0	1.06512390342257	0	0	0	0	0	6	0	2	0	0	0	0	0
+Gm1976	3.96505343635482	0.701085179925696	5.40774000758032	0.0200476543735815	0.0529499389820753	1.41043256341209	8	0.752820037051481	0	3.19537171026772	0	0	0	0	0	2	0	6	0	0	0	0	0
+4930546K05Rik	3.37806997507641	0.512599363933001	5.3736330786425	0.020443354046408	0.0538703625102807	0.345436453514549	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	5.34908005477761	0.020733207145999	0.0545082703999651	0.690665480064639	16	0.376410018525741	0.612579053628728	0	0	4.46941458970647	0	2.59642040607538	0.725352245598938	1	1	0	0	6	0	7	1
+4930564K09Rik	3.6917066956466	0.632949774856083	5.32081113352027	0.0210722003093536	0.0552721392022356	1.00252818613139	7	1.50564007410296	0	1.59768585513386	0	0	0	0	0	4	0	3	0	0	0	0	0
+Ankrd11	1.96126465720307	2.75937978938144	5.29511078569694	0.0213853706044511	0.0559649262836668	0.533978830956786	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	3.7329128881827	0.636115959509291	5.28578795016413	0.021500161093926	0.0560967768632042	1.08974823744359	7	1.12923005557722	0	2.13024780684514	0	0	0	0	0	3	0	4	0	0	0	0	0
+Fam187b	3.40750838155302	0.514959693115746	5.28128931747393	0.0215557800017151	0.0560967768632042	0.43999691984753	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	5.27666904944842	0.0216130578427724	0.0560967768632042	1.0956628040622	7	1.12923005557722	0	2.13024780684514	0	0	0	0	0	3	0	4	0	0	0	0	0
+Gm16675	3.73278328960771	0.636115959509291	5.27511074745395	0.021632411761446	0.0560967768632042	1.09667628072858	7	1.12923005557722	0	2.13024780684514	0	0	0	0	0	3	0	4	0	0	0	0	0
+Zfp809	2.81592639123662	1.01263546598095	5.23701253053394	0.0221112126921932	0.0572083756956745	0.563889241245017	14	2.63487012968019	0	2.13024780684514	1.07927773208001	0.744902431617745	0	0	0	7	0	4	2	1	0	0	0
+4930519F09Rik	-3.84018091881952	0.526508567699668	5.23153198798229	0.0221809873778682	0.0572590647016916	1.62636121639342	5	0	0	0	0	0	3.09361879235595	0	0.725352245598938	0	0	0	0	0	4	0	1
+Gm12295	-3.35931756219089	0.447201854242734	5.21834698712211	0.022349786263741	0.0575124534433806	0.663015956900222	4	0	0	0	0	0.744902431617745	1.54680939617797	0.370917200867911	0	0	0	0	0	1	2	1	0
+Mllt10	1.67811285283069	2.63174282351349	5.2160013104116	0.0223799555905881	0.0575124534433806	0.358751200382169	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	-3.35568431275757	0.447032885515528	5.21001028092997	0.0224572019171332	0.0575812750279752	0.663021300390328	4	0	0	0	0	0	1.54680939617797	0.370917200867911	0.725352245598938	0	0	0	0	0	2	1	1
+Gm5088	-3.34697233984355	0.446631713835776	5.19014811209488	0.0227152802680294	0.0581124098336805	0.663033987064133	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	5.17039434055206	0.0229749999623639	0.0584923764411465	0.428229544722993	5	0.376410018525741	0	1.59768585513386	0.539638866040004	0	0	0	0	1	0	3	1	0	0	0	0
+Mir467d	-2.15045494570405	1.54637069289957	5.16750403373314	0.0230132586337291	0.0584923764411465	0.500018441659687	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	5.16090444359063	0.0231008644457515	0.0584923764411465	0.854651385128227	58	7.15179035198907	0	15.4442965996273	1.61891659812001	1.48980486323549	0	1.11275160260373	1.45070449119788	19	0	29	3	2	0	3	2
+Hsf4	2.33319063102608	1.14466113303076	5.15975524013703	0.0231161547764584	0.0584923764411465	0.363940874059809	17	3.38769016673167	1.22515810725746	1.06512390342257	1.07927773208001	0	0.773404698088987	0.370917200867911	0	9	2	2	2	0	1	1	0
+Mir673	-1.42054218960385	2.2063726693917	5.15945702759561	0.0231201242550018	0.0584923764411465	0.210284468986135	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	5.13146914271367	0.0234958319772454	0.0593113811637987	0.382349378892988	17	0.752820037051481	0	0	0.539638866040004	1.48980486323549	1.54680939617797	3.3382548078112	0.725352245598938	2	0	0	1	2	2	9	1
+Gm8615	3.37080514996165	0.511516959093398	5.10337491262037	0.0238793386146959	0.060138090478911	0.48782940398963	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	5.09978997450991	0.0239287406462976	0.060138090478911	0.490089555822992	5	0.376410018525741	0.612579053628728	1.59768585513386	0	0	0	0	0	1	1	3	0	0	0	0	0
+Snord67	1.40714374136953	3.01378643568273	5.09214209054409	0.0240344865441019	0.0602710970259786	0.27445842355946	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	2.15220527296765	1.44919225009747	5.07231612503183	0.0243108801223958	0.0608305136395914	0.447198542891125	25	3.76410018525741	2.45031621451491	2.13024780684514	1.61891659812001	0	0	1.48366880347165	0	10	4	4	3	0	0	4	0
+4933417D19Rik	3.40638709346778	0.513789676240055	5.05071864940713	0.0246157267165046	0.0614585211893474	0.574681490932197	5	0.376410018525741	1.83773716088618	0	0.539638866040004	0	0	0	0	1	3	0	1	0	0	0	0
+Rchy1	2.54271958534829	0.869700915716328	5.03471780966693	0.0248441339713338	0.0618933555923404	0.290422200398828	11	1.50564007410296	0.612579053628728	2.13024780684514	0.539638866040004	0	0.773404698088987	0	0	4	1	4	1	0	1	0	0
+Elp3	-2.02523152584441	2.32944726038921	5.02735601029897	0.0249499593616662	0.0618982410667584	0.604793592405244	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	-2.23540184425716	1.12945697891322	5.02703439305924	0.0249545932433908	0.0618982410667584	0.423931938222114	16	0.376410018525741	0	1.06512390342257	0	1.48980486323549	0.773404698088987	1.48366880347165	4.35211347359363	1	0	2	0	2	1	4	6
+4833422C13Rik	2.45936493705808	1.75834534088732	4.98445087655953	0.0255761010535501	0.0633022370978323	0.747806173853687	34	3.38769016673167	3.67547432177237	7.98842927566929	0	1.48980486323549	0.773404698088987	0.370917200867911	0	9	6	15	0	2	1	1	0
+Mir3089	-3.26019061576154	0.441369062904739	4.97890549813656	0.0256582110356884	0.063368006042685	0.663200412611029	4	0	0	0	0	0	1.54680939617797	0.741834401735823	0	0	0	0	0	0	2	2	0
+BC024582	2.4229484658363	0.815684400444074	4.97391626398971	0.0257323202339933	0.0634137740539662	0.161867609999941	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	4.96527249378091	0.0258612400313804	0.0635941268875107	3.10022171650865	8	0	0	0	0	0	0	0	5.8028179647915	0	0	0	0	0	0	0	8
+Mir1938	-3.24656968690344	0.44073775939572	4.94933332780408	0.0261007314927869	0.0636493071670937	0.663220377283659	4	0	0	0	0	0.744902431617745	0	0.741834401735823	0.725352245598938	0	0	0	0	1	0	2	1
+Mir384	-3.24656968690344	0.44073775939572	4.94933332780408	0.0261007314927869	0.0636493071670937	0.663220377283659	4	0	0	0	0	0.744902431617745	0	0.741834401735823	0.725352245598938	0	0	0	0	1	0	2	1
+Sec14l1	-3.24656968690344	0.44073775939572	4.94933332780408	0.0261007314927869	0.0636493071670937	0.663220377283659	4	0	0	0	0	0.744902431617745	0	0.741834401735823	0.725352245598938	0	0	0	0	1	0	2	1
+1700018L02Rik	2.52725439485415	1.2810872988006	4.94237679200358	0.0262059770935944	0.0636493071670937	0.61076973766953	20	3.01128014820593	2.45031621451491	3.19537171026772	0	0.744902431617745	0	0	0.725352245598938	8	4	6	0	1	0	0	1
+4932412D23Rik	-3.24299283757228	0.44056942053285	4.94155873497153	0.0262183824439387	0.0636493071670937	0.663225700951393	4	0	0	0	0	0	0	0.741834401735823	1.45070449119788	0	0	0	0	0	0	2	2
+Smpx	-3.24299283757228	0.44056942053285	4.94155873497153	0.0262183824439387	0.0636493071670937	0.663225700951393	4	0	0	0	0	0	0	0.741834401735823	1.45070449119788	0	0	0	0	0	0	2	2
+Angel2	3.00095434308495	1.56565914609037	4.93642933631059	0.0262963059568562	0.0637029407574796	1.11574431165375	28	3.76410018525741	1.22515810725746	7.45586732395801	0	0	0	0	1.45070449119788	10	2	14	0	0	0	0	2
+Gm16998	2.16934043071108	1.59943008518047	4.897629610728	0.0268935864837564	0.0650118266482332	0.507140420466589	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	2.48079807981748	0.81113688705366	4.87714638190293	0.027214575497129	0.0656486905755267	0.238468050975588	10	1.50564007410296	1.83773716088618	0.532561951711286	0.539638866040004	0	0	0.370917200867911	0	4	3	1	1	0	0	1	0
+Gorasp2	2.50323271127869	1.43485825537994	4.86866315023636	0.0273486789950654	0.0658217733772276	0.726065774236868	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	4.86532088378298	0.0274017023261903	0.0658217733772276	0.187465626508565	11	0.376410018525741	0.612579053628728	0	0	2.23470729485323	0.773404698088987	1.48366880347165	0.725352245598938	1	1	0	0	3	1	4	1
+D130020L05Rik	1.99560087261188	2.2275947807044	4.8299770860904	0.0279690023447093	0.0670433438557003	0.54192105507726	52	3.01128014820593	7.35094864354474	8.52099122738058	4.31711092832003	2.97960972647098	3.09361879235595	0	0	8	12	16	8	4	4	0	0
+Mir337	-1.62336036905266	2.17305843018542	4.81765542847888	0.0281696372508288	0.0673827171974752	0.346358081823553	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	4.79178041143487	0.0285958536991847	0.0682591403154179	1.10473049154526	6	0.752820037051481	0	2.13024780684514	0	0	0	0	0	2	0	4	0	0	0	0	0
+Snora62	2.51961259078854	1.14921765774973	4.78446712938078	0.028717531741494	0.0683253724986408	0.61992742678754	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	4.78291864561502	0.0287433644166061	0.0683253724986408	1.1116604298737	6	0.752820037051481	0	2.13024780684514	0	0	0	0	0	2	0	4	0	0	0	0	0
+Mir1195	1.18551091024562	3.42829913358875	4.76777469367737	0.0289972833531965	0.0687229211205553	0.21049604596927	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	1.62261058729615	3.79700597703784	4.76577019333553	0.0290310674672284	0.0687229211205553	0.451188823351256	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	0.762314805515276	7.35216142127777	4.7410292468062	0.0294514463348068	0.0695737065590363	0.11300464673621	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	2.13294951392171	1.06984389113655	4.73284395015275	0.0295919162959705	0.069672547711031	0.252138005819411	15	1.8820500926287	0.612579053628728	2.13024780684514	1.61891659812001	0	0.773404698088987	0	0.725352245598938	5	1	4	3	0	1	0	1
+Cd40	-3.15148687096873	0.435092695795631	4.73147876104903	0.029615412480149	0.069672547711031	0.663398911161569	4	0	0	0	0	0.744902431617745	0	1.11275160260373	0	0	0	0	0	1	0	3	0
+Mir1970	3.8210089530472	0.642462262502323	4.72103584004935	0.0297957891702316	0.0698632583094358	1.68660268150846	7	0.376410018525741	0	3.19537171026772	0	0	0	0	0	1	0	6	0	0	0	0	0
+Snora52	1.15584278819121	3.02172876320995	4.71970048180153	0.0298189367192771	0.0698632583094358	0.179149701646278	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	2.4454298694495	1.42647556996213	4.69405299734116	0.0302671737929223	0.070768125610091	0.714886625520243	24	2.63487012968019	0.612579053628728	6.39074342053543	0.539638866040004	0.744902431617745	0	0.741834401735823	0	7	1	12	1	1	0	2	0
+Mir338	-1.00910007112567	5.11127216101117	4.66844673588312	0.0307217005736617	0.0715778079081509	0.188465090435608	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	-1.00910039649857	5.11127216101117	4.66748355183418	0.0307389359114759	0.0715778079081509	0.18850778954269	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	2.74152413221779	1.83084002981743	4.65940322444841	0.0308839239806104	0.0717689557268359	1.0492083430981	38	9.03384044461778	1.22515810725746	4.79305756540158	0	1.48980486323549	0.773404698088987	0	0	24	2	9	0	2	1	0	0
+Mir495	-2.3402189238484	0.645644470451624	4.61800484111432	0.0316380180238436	0.0733719076528569	0.0931265969200527	7	0.376410018525741	0	0	0	0.744902431617745	1.54680939617797	0.741834401735823	0.725352245598938	1	0	0	0	1	2	2	1
+Mir540	-1.8704859261144	1.47646177493351	4.55637623858901	0.0327963961533908	0.0759040324767119	0.396099074113572	25	1.50564007410296	1.22515810725746	0	0	1.48980486323549	3.09361879235595	2.96733760694329	3.62676122799469	4	2	0	0	2	4	8	5
+2010308F09Rik	-2.32788360610316	0.648937351473606	4.53820271953229	0.033146376614775	0.0764423429937867	0.102970605179992	7	0	0	0	0.539638866040004	0.744902431617745	1.54680939617797	0.741834401735823	0.725352245598938	0	0	0	1	1	2	2	1
+2900060B14Rik	-1.08100697451944	3.76125731921139	4.53734555534206	0.0331629796511169	0.0764423429937867	0.198059425970498	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	-3.05360187129594	0.429297019684393	4.51821113892006	0.0335358782594531	0.0768362190643293	0.663582233184495	4	0	0	0	0	0	0	1.48366880347165	0	0	0	0	0	0	0	4	0
+9230112J17Rik	-3.05360187129594	0.429297019684393	4.51821113892006	0.0335358782594531	0.0768362190643293	0.663582233184495	4	0	0	0	0	0	0	1.48366880347165	0	0	0	0	0	0	0	4	0
+Mir3100	-3.05360187129594	0.429297019684393	4.51821113892006	0.0335358782594531	0.0768362190643293	0.663582233184495	4	0	0	0	0	0	0	1.48366880347165	0	0	0	0	0	0	0	4	0
+D330041H03Rik	3.32930386867047	1.27786048002356	4.50364887245404	0.0338226071911225	0.0773378653408233	1.47504094998164	20	2.63487012968019	0	6.39074342053543	0	0.744902431617745	0	0	0	7	0	12	0	1	0	0	0
+Gm16907	3.26552611692941	0.503997485712753	4.49052591111306	0.0340831909673243	0.077777841787434	0.741230615719152	5	1.12923005557722	0	1.06512390342257	0	0	0	0	0	3	0	2	0	0	0	0	0
+Gm10532	3.26536654531193	0.503997485712753	4.48648760034473	0.0341638015612366	0.0778061827971477	0.74419517532416	5	1.12923005557722	0	1.06512390342257	0	0	0	0	0	3	0	2	0	0	0	0	0
+Mir466n	2.20067011169095	2.42089442891858	4.45788317555225	0.0347405236423429	0.0789620268444486	0.785648303302441	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	-0.72119449385826	5.68703734270453	4.45193702373942	0.0348616825658115	0.0790798803331827	0.100083940174525	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	2.66295078370768	1.38828943045466	4.44749356732844	0.0349525109569089	0.0791286011941132	0.905594146357706	23	4.14051020378315	1.83773716088618	3.727933661979	0	1.48980486323549	0	0	0	11	3	7	0	2	0	0	0
+Slc35c2	3.30865205063321	0.507213862469314	4.43963505660486	0.0351137526308395	0.079336221290669	0.861401174147407	5	0.752820037051481	0	1.59768585513386	0	0	0	0	0	2	0	3	0	0	0	0	0
+Gm19710	3.30854550904046	0.507213862469314	4.43368996784918	0.0352362513208005	0.0794233311815247	0.866290226188262	5	0.752820037051481	0	1.59768585513386	0	0	0	0	0	2	0	3	0	0	0	0	0
+2310044G17Rik	2.05621267074145	1.32862828701613	4.43101455523806	0.0352915240219396	0.0794233311815247	0.404465860932417	21	2.25846011115444	1.83773716088618	3.727933661979	1.07927773208001	0	1.54680939617797	0	0.725352245598938	6	3	7	2	0	2	0	1
+Ralgps2	2.45080676811912	1.6189912655589	4.42761767274901	0.0353618326398975	0.0794249036262265	0.81298619021514	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	4.421480162378	0.0354892385246105	0.0795040126826207	1.52667717941297	6	0.376410018525741	0	2.66280975855643	0	0	0	0	0	1	0	5	0	0	0	0	0
+D030028A08Rik	3.60738151612533	0.577946067919671	4.41596802198372	0.0356040719631981	0.0795040126826207	1.5322501246408	6	0.376410018525741	0	2.66280975855643	0	0	0	0	0	1	0	5	0	0	0	0	0
+Gm14403	3.60738163135027	0.577946067919671	4.41587124501828	0.0356060915695173	0.0795040126826207	1.53234812927796	6	0.376410018525741	0	2.66280975855643	0	0	0	0	0	1	0	5	0	0	0	0	0
+Dennd2d	3.6073885554531	0.577946067919671	4.4100360359284	0.0357280863769671	0.0796205987424209	1.53826760209751	6	0.376410018525741	0	2.66280975855643	0	0	0	0	0	1	0	5	0	0	0	0	0
+4933404O12Rik	3.41483468754033	0.513876008043094	4.39861857465169	0.0359680543296903	0.0798701167406372	1.0997339968646	5	0	0	1.59768585513386	1.07927773208001	0	0	0	0	0	0	3	2	0	0	0	0
+9330133O14Rik	3.40993147550957	0.565287625816317	4.39628480824711	0.0360173118390578	0.0798701167406372	1.17471994051209	6	1.8820500926287	0	0	0.539638866040004	0	0	0	0	5	0	0	1	0	0	0	0
+A230108P19Rik	2.12431096016161	1.3211306056393	4.39473543004656	0.036050052691874	0.0798701167406372	0.471731682383365	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	4.39009023045989	0.0361484000501709	0.0799327993357462	0.160665324005786	13	1.12923005557722	1.22515810725746	2.13024780684514	1.07927773208001	0.744902431617745	0	0.370917200867911	0	3	2	4	2	1	0	1	0
+Stap2	1.96836921762169	1.45702826044348	4.24688515308066	0.039322390488878	0.0865226045963398	0.447793446770451	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	4.24585644988074	0.0393462193619179	0.0865226045963398	0.341255251954501	18	0	1.83773716088618	0	0.539638866040004	2.23470729485323	1.54680939617797	1.85458600433956	2.90140898239575	0	3	0	1	3	2	5	4
+Mir188	-1.59922257277923	1.98299554425222	4.24251863370676	0.0394236408768871	0.0865226045963398	0.371629476825589	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	0.969697226409014	3.56540254224777	4.24140176384522	0.0394495826345953	0.0865226045963398	0.154073484156933	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	0.750069910159955	5.57576368322374	4.23890276025379	0.0395076923704584	0.0865226045963398	0.113360001130486	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	-2.44102696576186	0.940052484741396	4.21583782979193	0.0400482838831723	0.0875384902503823	0.691619616682358	12	0.376410018525741	0	0.532561951711286	0	4.46941458970647	0	0.741834401735823	1.45070449119788	1	0	1	0	6	0	2	2
+Snord37	0.76109809770672	5.37374937014978	4.21175926855503	0.0401446813370918	0.0875814176015712	0.115843179216952	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	4.19097143820825	0.0406398034555258	0.0884923964556392	0.897399733720162	20	2.25846011115444	4.90063242902982	0	2.15855546416002	0	0	0	1.45070449119788	6	8	0	4	0	0	0	2
+Polg2	3.14592319385234	0.445065788409347	4.15497735392699	0.0415123289754101	0.0900486071500817	0.663083507648294	4	0	1.22515810725746	1.06512390342257	0	0	0	0	0	0	2	2	0	0	0	0	0
+Sgsm1	3.14592319385234	0.445065788409347	4.15497735392699	0.0415123289754101	0.0900486071500817	0.663083507648294	4	0	1.22515810725746	1.06512390342257	0	0	0	0	0	0	2	2	0	0	0	0	0
+4930502E09Rik	3.13239036710484	0.444300161259273	4.12791304512818	0.0421813397945613	0.0913262024774088	0.663107719639279	4	0	0.612579053628728	0	1.61891659812001	0	0	0	0	0	1	0	3	0	0	0	0
+Zfp414	3.35771159436211	0.510435203260448	4.12231625073913	0.0423210970545786	0.0913615869544494	1.26204273440692	5	0.376410018525741	0	2.13024780684514	0	0	0	0	0	1	0	4	0	0	0	0	0
+9230116N13Rik	3.12878070152109	0.444084400555259	4.1205980357213	0.0423641000944858	0.0913615869544494	0.663114542800252	4	0	0.612579053628728	1.06512390342257	0.539638866040004	0	0	0	0	0	1	2	1	0	0	0	0
+4833417C18Rik	2.35006375536511	0.758568204956497	4.1176536784517	0.0424378975336181	0.0913615869544494	0.280418772687045	9	0.752820037051481	0.612579053628728	0.532561951711286	2.15855546416002	0	0	0.370917200867911	0	2	1	1	4	0	0	1	0
+Gm9999	3.42407156884898	0.514090525834695	4.10976571594314	0.0426362683774495	0.091615785722542	1.4146566386221	5	0	0	0.532561951711286	2.15855546416002	0	0	0	0	0	0	1	4	0	0	0	0
+Mir191	-0.724056835181618	13.66326713492	4.10168206666822	0.0428405722202924	0.0917658811710067	0.121505260548983	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	0.772003291829085	4.59608010488051	4.09905735285379	0.0429071296584209	0.0917658811710067	0.111637028219497	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	2.37818263258555	0.813784050534841	4.09747145562217	0.0429473974980873	0.0917658811710067	0.357362691777861	10	1.50564007410296	0	1.06512390342257	1.61891659812001	0.744902431617745	0	0	0	4	0	2	3	1	0	0	0
+Mir880	3.11348514900424	0.443211372076721	4.09021063177916	0.0431322667093954	0.0918100626826892	0.663142151271534	4	0	0	0.532561951711286	1.61891659812001	0	0	0	0	0	0	1	3	0	0	0	0
+9330151L19Rik	3.10988480327256	0.442995740899849	4.08298153447082	0.0433171597691468	0.0918100626826892	0.663148970364241	4	0	0	1.59768585513386	0.539638866040004	0	0	0	0	0	0	3	1	0	0	0	0
+Lins	3.10988480327256	0.442995740899849	4.08298153447082	0.0433171597691468	0.0918100626826892	0.663148970364241	4	0	0	1.59768585513386	0.539638866040004	0	0	0	0	0	0	3	1	0	0	0	0
+1190002F15Rik	3.10808521622628	0.442887934784986	4.07937303310311	0.0434097633799645	0.0918100626826892	0.66315237961443	4	0	0	2.13024780684514	0	0	0	0	0	0	0	4	0	0	0	0	0
+Tsix	3.10808521622628	0.442887934784986	4.07937303310311	0.0434097633799645	0.0918100626826892	0.66315237961443	4	0	0	2.13024780684514	0	0	0	0	0	0	0	4	0	0	0	0	0
+Snhg10	2.37733284339773	0.813784050534841	4.07777411895888	0.0434508622687574	0.0918100626826892	0.363056531257373	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	4.0667510821653	0.0437353173957902	0.0922402904779974	0.194698364222462	13	1.8820500926287	0.612579053628728	1.06512390342257	1.61891659812001	0	0.773404698088987	0.370917200867911	0	5	1	2	3	0	1	1	0
+4930451G09Rik	3.09940234131105	0.441920006309181	4.05747128275669	0.0439763063671282	0.0924069347419766	0.663182989421909	4	0.376410018525741	1.22515810725746	0	0.539638866040004	0	0	0	0	1	2	0	1	0	0	0	0
+4933421O10Rik	3.09940234131105	0.441920006309181	4.05747128275669	0.0439763063671282	0.0924069347419766	0.663182989421909	4	0.376410018525741	1.22515810725746	0	0.539638866040004	0	0	0	0	1	2	0	1	0	0	0	0
+Icmt	3.04158259524875	1.01298978592042	4.05190611070757	0.0441214993656041	0.0925416006914601	1.3064646184198	14	1.8820500926287	0	4.26049561369029	0	0	0	0.370917200867911	0	5	0	8	0	0	0	1	0
+BC029722	3.19971849117159	0.500786066092323	4.04549638503555	0.0442893518018265	0.0927232117539156	1.02178221965242	5	1.50564007410296	0	0.532561951711286	0	0	0	0	0	4	0	1	0	0	0	0	0
+D630024D03Rik	4.06980775023739	0.7082404013179	4.03667263086978	0.0445215210737058	0.0928700527056171	3.02593312554975	8	0	0	0	4.31711092832003	0	0	0	0	0	0	0	8	0	0	0	0
+0610040F04Rik	2.01747357743795	0.977371680002771	4.03475819286646	0.0445720624037807	0.0928700527056171	0.261267095275759	13	0.752820037051481	1.22515810725746	2.66280975855643	1.07927773208001	0.744902431617745	0	0.370917200867911	0	2	2	5	2	1	0	1	0
+Xist	4.05419301544092	0.707395597770275	4.03069585480579	0.044679508661419	0.0928700527056171	3.00206353206744	8	0	0	4.26049561369029	0	0	0	0	0	0	0	8	0	0	0	0	0
+2810013P06Rik	2.06704188927481	0.967762003264331	4.03048606761081	0.0446850647987588	0.0928700527056171	0.309415407092658	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	4.02405179815349	0.0448558278758383	0.0929488328525612	0.663213974165843	4	0.376410018525741	0.612579053628728	0	1.07927773208001	0	0	0	0	1	1	0	2	0	0	0	0
+Snord100	0.6356135257733	6.08912492232221	4.02292153108604	0.0448858956194226	0.0929488328525612	0.0868973478133586	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	4.01695170825076	0.0450450593212474	0.0931094432709118	0.663220785698829	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	4.01281959763889	0.0451555750779982	0.0931690979457432	1.19780792767124	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	3.98749133225598	0.0458392651182844	0.09362004436208	0.663248346365878	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	3.98749133225598	0.0458392651182844	0.09362004436208	0.663248346365878	4	0.376410018525741	0	0.532561951711286	1.07927773208001	0	0	0	0	1	0	1	2	0	0	0	0
+2010003O02Rik	1.98348239078607	1.15376056733645	3.98420909577422	0.0459286580442539	0.09362004436208	0.398601895191898	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	3.98398193097084	0.0459348517545847	0.09362004436208	0.663251750248398	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	3.98398193097084	0.0459348517545847	0.09362004436208	0.663251750248398	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	3.98047653835878	0.0460305389019517	0.09362004436208	0.663255153938683	4	0.376410018525741	0	1.59768585513386	0	0	0	0	0	1	0	3	0	0	0	0	0
+F630206G17Rik	3.05991259759458	0.439638100977263	3.98047653835878	0.0460305389019517	0.09362004436208	0.663255153938683	4	0.376410018525741	0	1.59768585513386	0	0	0	0	0	1	0	3	0	0	0	0	0
+Gm21944	3.05991259759458	0.439638100977263	3.98047653835878	0.0460305389019517	0.09362004436208	0.663255153938683	4	0.376410018525741	0	1.59768585513386	0	0	0	0	0	1	0	3	0	0	0	0	0
+Mir3470a	1.65480723982971	2.35026931926344	3.95738885462005	0.0466660378918481	0.0947436819120973	0.475481922307067	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	3.9359265892494	0.0472650955169254	0.0957894742181384	0.278646788851285	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	3.92303893681648	0.0476287099607381	0.0963552447964578	0.663320059640923	4	0.752820037051481	0.612579053628728	0	0.539638866040004	0	0	0	0	2	1	0	1	0	0	0	0
+Alg11	2.54969310547171	0.91195896231435	3.91254406008439	0.0479269939780155	0.096787079874187	0.684211815681331	12	2.63487012968019	0	1.59768585513386	0.539638866040004	0	0	0	0.725352245598938	7	0	3	1	0	0	0	1
+BC031361	3.01357415843156	0.436500850557613	3.88761656046388	0.0486434097482271	0.0977411274915922	0.663354373887436	4	0.752820037051481	0	0.532561951711286	0.539638866040004	0	0	0	0	2	0	1	1	0	0	0	0
+1500015L24Rik	3.01178876963551	0.436393404882941	3.88421409864557	0.0487420697131604	0.0977411274915922	0.6633577721384	4	0.752820037051481	0	1.06512390342257	0	0	0	0	0	2	0	2	0	0	0	0	0
+Cyp2d37-ps	3.01178876963551	0.436393404882941	3.88421409864557	0.0487420697131604	0.0977411274915922	0.6633577721384	4	0.752820037051481	0	1.06512390342257	0	0	0	0	0	2	0	2	0	0	0	0	0
+Trpt1	3.01178876963551	0.436393404882941	3.88421409864557	0.0487420697131604	0.0977411274915922	0.6633577721384	4	0.752820037051481	0	1.06512390342257	0	0	0	0	0	2	0	2	0	0	0	0	0
+Mir297-2	1.54223903109753	2.09323284778587	3.86609308727373	0.0492710892079631	0.0986286189233086	0.370747786569295	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	1.23410251082105	2.87013370923104	3.85237575582464	0.0496755798471384	0.0992641621814097	0.27141878267607	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	2.15432402469418	1.07901960587324	3.84243990202495	0.0499707537247533	0.0996794230768244	0.489459762198242	15	0.752820037051481	0.612579053628728	3.727933661979	1.61891659812001	0.744902431617745	0.773404698088987	0	0	2	1	7	3	1	1	0	0
+Mir465	2.98235832242491	0.434236891175304	3.82488410595021	0.0504968399885711	0.100553044375148	0.663425979374912	4	1.12923005557722	0.612579053628728	0	0	0	0	0	0	3	1	0	0	0	0	0	0
+D930015M05Rik	2.03574906278116	1.28114908660781	3.79290309757499	0.0514703043912074	0.102276096831736	0.528630729429243	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	2.96376667824733	0.433153838612419	3.79059200287469	0.0515414160194991	0.102276096831736	0.663460235996829	4	1.12923005557722	0	0.532561951711286	0	0	0	0	0	3	0	1	0	0	0	0	0
+Mirlet7f-2	0.586189945014016	9.80950112843876	3.78292421431226	0.0517780966945444	0.102567375570269	0.0860665007021305	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	1.76367634720302	1.70225824660072	3.77610679218444	0.0519894948473733	0.102807649256244	0.466172987214309	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	1.67983957433177	1.80164992122508	3.71610400285244	0.053889975808787	0.106305509251098	0.437532321964174	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	-0.788462638147409	7.18678006636406	3.71265997701833	0.0540012682008808	0.106305509251098	0.155219066494922	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	1.05704167432929	3.14606659666135	3.71152933736439	0.05403785746331	0.106305509251098	0.207018017782448	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	3.70225213341255	0.0543390761193033	0.106516710338072	0.274903009044658	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	2.91589823742364	0.429919394234628	3.6996072386672	0.054425277937858	0.106516710338072	0.66356254574956	4	1.50564007410296	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0
+Gm4265	2.91589823742364	0.429919394234628	3.6996072386672	0.054425277937858	0.106516710338072	0.66356254574956	4	1.50564007410296	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0
+Osbpl1a	2.47060020253323	2.20538682744921	3.6943573914536	0.0545968093857622	0.106669451214306	1.23682270771556	52	3.38769016673167	0.612579053628728	19.1722302616063	0	0	1.54680939617797	0.370917200867911	2.17605673679681	9	1	36	0	0	2	1	3
+Mir484	-0.632510337899452	7.18286805708198	3.67311765279572	0.0552966595299158	0.107670420438573	0.0998462983245534	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	3.67308125064464	0.0552978671139384	0.107670420438573	0.155363987763911	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	2.40050624799358	1.27209510414984	3.66070723723352	0.0557099804920593	0.108288054074003	0.882974817159586	20	3.76410018525741	0	3.19537171026772	1.07927773208001	0	1.54680939617797	0	0	10	0	6	2	0	2	0	0
+Snord71	0.812834481625127	4.57472241895141	3.65038540252946	0.0560562385400896	0.108775796214698	0.145077150673947	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	-1.23773296257912	2.10618734501935	3.63164359745908	0.0566908046099028	0.10982038719847	0.232173331853086	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	-0.918628727646437	3.53006698882797	3.61010752096311	0.0574294065617766	0.111062632011842	0.168816098394452	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	2.2883427208969	1.01956589864802	3.59998634434969	0.0577800457403129	0.111551661911501	0.713905461258377	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	3.59625076176146	0.057910035538767	0.111613767820495	0.353810081926908	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	2.21555843820045	0.756685666656939	3.56973154216641	0.0588418232862539	0.113218415463096	0.320229313843863	9	1.50564007410296	0	1.06512390342257	1.07927773208001	0.744902431617745	0	0	0	4	0	2	2	1	0	0	0
+Gm12359	2.16898632974039	1.4882686924078	3.56048945040345	0.0591702894445667	0.113658754640153	0.838744382533676	26	3.38769016673167	0	5.85818146882415	1.07927773208001	0.744902431617745	0	1.11275160260373	0	9	0	11	2	1	0	3	0
+4930512B01Rik	2.311695754453	0.751907182201018	3.55318085590357	0.059431418716913	0.113968485304198	0.447887175675667	9	1.50564007410296	0.612579053628728	1.59768585513386	0	0	0	0.370917200867911	0	4	1	3	0	0	0	1	0
+9330175M20Rik	-1.83913038229394	0.769181445189637	3.53330463673361	0.0601477950442438	0.115148715009198	0.123494361527078	9	0.376410018525741	0	0	0.539638866040004	1.48980486323549	1.54680939617797	0.741834401735823	0.725352245598938	1	0	0	1	2	2	2	1
+Ythdf3	1.5347336844379	2.1872400075988	3.52392375500849	0.0604890850104411	0.115608117247761	0.437839949042422	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	1.81305255344412	1.40076095337658	3.51463719659719	0.0608289735971144	0.11606330915436	0.460693165702023	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	3.51074804715134	0.0609719200016601	0.116141837599156	0.266691310482511	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	-0.578411379373362	8.69459977720854	3.50754760326356	0.0610898210772275	0.116172476415194	0.0896883068034673	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	3.49925174417671	0.0613965633152006	0.116561528689923	0.196132662445624	12	0.752820037051481	0	0.532561951711286	0	1.48980486323549	0.773404698088987	1.11275160260373	2.17605673679681	2	0	1	0	2	1	3	3
+2010310C07Rik	2.19594941926093	0.754516632646807	3.46141486343187	0.062816542575302	0.119059260927607	0.339304015131098	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	3.43327303137063	0.0638953538182766	0.120828775503036	0.427738354254068	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	-0.57990984920207	8.6801221089121	3.43155254206587	0.0639619460156302	0.120828775503036	0.0921705197944408	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	3.41337010539105	0.0646702465899932	0.12196487827964	0.474959668640155	20	0	0.612579053628728	2.13024780684514	0	2.23470729485323	3.09361879235595	1.48366880347165	2.90140898239575	0	1	4	0	3	4	4	4
+Ranbp3	1.94585296479222	1.31602180536296	3.39704288003483	0.0653134106352512	0.122974589991455	0.559883347902171	21	3.76410018525741	1.22515810725746	2.66280975855643	0.539638866040004	0	1.54680939617797	0	0.725352245598938	10	2	5	1	0	2	0	1
+Snora26	1.8683951204978	0.97078207300884	3.34850130949932	0.0672662297995007	0.126442781221137	0.296473421144586	13	2.25846011115444	1.22515810725746	0.532561951711286	1.07927773208001	0	0.773404698088987	0	0.725352245598938	6	2	1	2	0	1	0	1
+Gm5089	2.28406661080162	1.75471782411861	3.34448804982674	0.0674304514099843	0.126543001741434	1.08109229776745	34	3.76410018525741	0	10.1186770825144	0.539638866040004	0.744902431617745	0.773404698088987	0	1.45070449119788	10	0	19	1	1	1	0	2
+9430008C03Rik	1.89674596190827	1.50713232824516	3.33238405268818	0.0679283448542543	0.127268048405097	0.617315662878852	26	3.01128014820593	0.612579053628728	5.32561951711286	1.61891659812001	1.48980486323549	0	0	1.45070449119788	8	1	10	3	2	0	0	2
+Snora28	1.1496742270066	2.54114084010672	3.32568386547373	0.0682056434892409	0.127578097083974	0.243892218993338	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	3.3208335221709	0.0684071384609135	0.127745572805077	0.429780317265874	21	3.76410018525741	1.83773716088618	1.06512390342257	1.07927773208001	0	0	1.11275160260373	0.725352245598938	10	3	2	2	0	0	3	1
+5730422E09Rik	2.17813007132661	0.69991420705385	3.31793285722386	0.0685279432377808	0.127762064108346	0.327848806595131	8	0.752820037051481	1.22515810725746	1.59768585513386	0	0	0	0.370917200867911	0	2	2	3	0	0	0	1	0
+Snora74a	-1.46979985963907	1.81113794389193	3.30479031516379	0.0690781609579881	0.128577784099616	0.401038547067819	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	1.97782252499119	2.18824816941497	3.29348582658385	0.0695552100767045	0.129112655729198	0.877647605651709	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	-1.72596294938892	1.80454385303357	3.29262137881222	0.0695918345954921	0.129112655729198	0.631937651435167	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	-0.618847205867557	5.7539252385751	3.28552344026105	0.0698933385511864	0.129461524816402	0.100580078676248	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	-1.38077885406157	2.12933903001116	3.26984270915537	0.0705643889819361	0.130492654503062	0.38779446564538	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	1.4151914066291	1.99546173390349	3.24154662394186	0.0717928357574312	0.132549555985807	0.366966029357314	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	0.573286347215212	7.06540834889277	3.23258793923296	0.0721865298674548	0.133061115636132	0.0928136804736426	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	-2.27195246552724	0.840227711282082	3.20385958582753	0.0734647080686582	0.135198761139256	0.855385796986541	10	0.376410018525741	0	0.532561951711286	0	0.744902431617745	3.86702349044493	0	1.45070449119788	1	0	1	0	1	5	0	2
+Gm10804	1.94827721953343	0.916648370305759	3.19714363707075	0.0737670015006333	0.135536471356236	0.415145004229017	12	1.12923005557722	0.612579053628728	2.66280975855643	0.539638866040004	0	0	0.741834401735823	0	3	1	5	1	0	0	2	0
+9330162012Rik	2.29431770590354	0.808162714550698	3.19179001668869	0.074008931117939	0.135762363996091	0.637228874009647	10	2.25846011115444	0.612579053628728	1.06512390342257	0	0	0	0	0.725352245598938	6	1	2	0	0	0	0	1
+1700008J07Rik	2.20722194147352	0.757683284366375	3.18878562777767	0.0741450721890474	0.135793783896795	0.479398278579983	9	1.50564007410296	0.612579053628728	0	1.61891659812001	0	0	0	0.725352245598938	4	1	0	3	0	0	0	1
+Gm16833	1.63703920992268	1.06403583359424	3.18004090904271	0.0745428635151948	0.136303537293008	0.231429707144578	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	3.16793683507117	0.075097255938735	0.137097550441755	1.07912563436838	19	2.63487012968019	0	4.79305756540158	0.539638866040004	1.48980486323549	0	0	0	7	0	9	1	2	0	0	0
+9330179D12Rik	-1.44454904349038	1.96602595763002	3.15681702116368	0.0756104722192765	0.137813975722355	0.428251678717395	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	3.15052053415562	0.0759027462382252	0.138126050171954	1.15615398282644	18	3.01128014820593	0	4.26049561369029	0	0.744902431617745	0	0.370917200867911	0	8	0	8	0	1	0	1	0
+Snord17	0.688186198791978	6.53903318264474	3.12589464408429	0.0770575637905656	0.140004267969802	0.137600334434511	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	2.9499278905336	0.924821317558717	3.12181356322073	0.077250762286778	0.140132145897001	1.81442683685493	12	0.376410018525741	0	5.32561951711286	0	0	0	0.370917200867911	0	1	0	10	0	0	0	1	0
+Dtnb	2.82236237436022	1.50219576623502	3.1060111891861	0.0780037778164223	0.141273508711965	1.80995429688331	26	3.01128014820593	0	8.52099122738058	0	0	1.54680939617797	0	0	8	0	16	0	0	2	0	0
+1700028E10Rik	1.77398557348739	0.86596011819281	3.08378024106103	0.0790765348150036	0.14298942349274	0.221435529786502	11	1.12923005557722	1.83773716088618	0.532561951711286	1.07927773208001	0	0	0.741834401735823	0	3	3	1	2	0	0	2	0
+4930455H04Rik	2.21756582368463	0.760890915501029	3.07775094136196	0.0793702106317654	0.143293370776652	0.552609695739142	9	1.12923005557722	0.612579053628728	2.13024780684514	0	0	0.773404698088987	0	0	3	1	4	0	0	1	0	0
+Mir22	-0.7493627210391	16.847227518438	3.07241455684471	0.0796311161692024	0.14353728838714	0.173680399712706	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	-0.749289612870425	16.8472649773795	3.06283963147143	0.0801015713318635	0.144085806087063	0.174189746717331	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	3.0610875608809	0.0801879814770243	0.144085806087063	0.264664941303539	6	0	0	0	0.539638866040004	0.744902431617745	1.54680939617797	0.741834401735823	0	0	0	0	1	1	2	2	0
+Jpx	2.05123134305588	0.923807541001399	3.0352251417648	0.081475246111689	0.146168641216096	0.615528553091534	12	0.376410018525741	1.22515810725746	3.19537171026772	0.539638866040004	0	0	0.741834401735823	0	1	2	6	1	0	0	2	0
+Mir200c	1.52651777599066	1.9509790377512	2.98689172778131	0.0839411491729978	0.150356124342842	0.508415890553731	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	2.98029722403416	0.0842837933647213	0.150733241738475	0.22246254590751	15	1.8820500926287	1.22515810725746	1.59768585513386	1.07927773208001	0	0	0.370917200867911	1.45070449119788	5	2	3	2	0	0	1	2
+Gm2061	3.08235093577723	0.497579596667506	2.97398037069645	0.0846134290383063	0.151085950755411	2.3581023212077	5	1.8820500926287	0	0	0	0	0	0	0	5	0	0	0	0	0	0	0
+Gm9895	2.10916070362939	0.707791010028783	2.95286791934173	0.0857253054314208	0.152832146089455	0.415894553225032	8	0.376410018525741	0.612579053628728	2.13024780684514	0.539638866040004	0.744902431617745	0	0	0	1	1	4	1	1	0	0	0
+Nt5c2	1.80406958542015	1.49859163441386	2.94710154154279	0.0860317292595703	0.15313916237936	0.681946139266732	26	2.63487012968019	1.83773716088618	5.85818146882415	0	0.744902431617745	0	1.11275160260373	0.725352245598938	7	3	11	0	1	0	3	1
+Mir671	0.575013951822132	6.0570537328933	2.9406146520948	0.0863778581487523	0.153515788392097	0.0983236861585175	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	-2.14528006167061	0.587862989606023	2.93442436198455	0.0867095667893546	0.153865654287175	0.451500784124671	6	0	0	0.532561951711286	0	1.48980486323549	1.54680939617797	0.370917200867911	0	0	0	1	0	2	2	1	0
+2010009K17Rik	1.96055287319476	1.32277568387187	2.91082002751545	0.0879871266884876	0.155890235328516	0.761558387662044	21	2.63487012968019	0	4.26049561369029	1.61891659812001	1.48980486323549	0.773404698088987	0	0	7	0	8	3	2	1	0	0
+2900056M20Rik	-1.91775076130401	0.820613808625248	2.90416463645693	0.0883510172801129	0.156075478244288	0.499923546279996	10	0	0	0	1.07927773208001	1.48980486323549	1.54680939617797	1.48366880347165	0	0	0	0	2	2	2	4	0
+Mir1981	0.737678279649995	4.38081005733277	2.90390479146356	0.0883652576212186	0.156075478244288	0.147754252457172	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	1.75452547114505	1.07498205342374	2.86266613790724	0.0906571226854291	0.159876007703361	0.459622169919446	15	0.752820037051481	3.67547432177237	1.59768585513386	0.539638866040004	0	0	0.741834401735823	0.725352245598938	2	6	3	1	0	0	2	1
+Mir1964	-0.921738155510775	3.085190439632	2.85508210154932	0.0910855891795843	0.160383730330101	0.20745603034252	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	2.04504033054607	0.700623734553716	2.84380537808582	0.0917267475232095	0.161263819605519	0.381985658101575	8	1.12923005557722	0	0.532561951711286	1.61891659812001	0.744902431617745	0	0	0	3	0	1	3	1	0	0	0
+Mir26a-1	-0.732270676025733	4.45760901218185	2.83507092041551	0.0922267295128626	0.161892683529551	0.153279344124871	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	0.757420392371506	4.46178592135931	2.83106357703858	0.0924571099489629	0.161892683529551	0.163332502706495	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	0.401059821017176	7.671500278555	2.83014329393259	0.0925101048740293	0.161892683529551	0.0515098958597095	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	2.82312890103	0.0929151183167386	0.162241916049587	1.4579726121117	12	1.12923005557722	0	4.26049561369029	0	0.744902431617745	0	0	0	3	0	8	0	1	0	0	0
+Rpl22	1.6670069654186	1.89908564072866	2.82042186982558	0.0930719383122308	0.162241916049587	0.682305282989154	40	5.26974025936037	0	7.45586732395801	2.15855546416002	1.48980486323549	0	1.48366880347165	1.45070449119788	14	0	14	4	2	0	4	2
+Snord53	0.782073900374544	4.32899486047366	2.81931324722633	0.0931362445332859	0.162241916049587	0.176012253825409	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	-1.08203549445064	3.96437506324002	2.79190665996799	0.0947414404013354	0.16478656021025	0.359024880720656	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	1.11918669419542	4.14688329223917	2.78370768791239	0.0952274827490027	0.165379844469729	0.38469729247399	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	1.88384801300482	0.639671826801534	2.77775041540221	0.0955823377193219	0.165743840938824	0.117361646904157	7	1.12923005557722	0.612579053628728	0.532561951711286	0.539638866040004	0.744902431617745	0	0	0	3	1	1	1	1	0	0	0
+Mir410	-0.812801941372938	3.92856932086554	2.77295528694453	0.0958690136387529	0.165988686740238	0.187945987425009	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	2.76675782389688	0.0962409160814386	0.166360829884615	1.56902203800335	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	2.76452059700277	0.0963755552618144	0.166360829884615	0.562538968440777	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	1.80409098647697	1.42731195989163	2.74522999625259	0.0975450407777998	0.168125213787718	0.71145303174492	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	2.0252077050492	0.919174592242246	2.69973736851093	0.100364778123864	0.172724301416785	0.754838626566988	12	0.752820037051481	0	1.06512390342257	3.23783319624003	0	0	0.741834401735823	0	2	0	2	6	0	0	2	0
+Mir103-1	1.60180992016937	1.01289281605838	2.69453736363526	0.100692712247211	0.17302768776215	0.320017557530298	14	1.50564007410296	1.83773716088618	1.59768585513386	0.539638866040004	0	0	1.11275160260373	0	4	3	3	1	0	0	3	0
+Ankrd10	1.73459832043943	1.19901725888147	2.65992615969979	0.102905511588495	0.176564193567628	0.557311030673748	18	3.01128014820593	1.83773716088618	1.06512390342257	1.07927773208001	0	0	0	2.17605673679681	8	3	2	2	0	0	0	3
+Mir1934	-1.87541029721584	0.760219984028641	2.64444418369403	0.103912494745553	0.177863433099499	0.526931691331989	9	0.752820037051481	0	0	0	2.23470729485323	0.773404698088987	1.11275160260373	0	2	0	0	0	3	1	3	0
+2310050B05Rik	-1.89512751414471	0.819659781539882	2.64349617889884	0.103974504712854	0.177863433099499	0.602875576388046	10	0	0	0	1.07927773208001	0.744902431617745	0	1.48366880347165	2.17605673679681	0	0	0	2	1	0	4	3
+Rian	-1.03007771264895	2.79185722702252	2.62600705321706	0.10512578829861	0.179563659354363	0.292608233067266	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	2.62103101568204	0.105455900768554	0.179649568817708	0.592301981081327	19	4.14051020378315	0.612579053628728	1.06512390342257	1.07927773208001	0.744902431617745	0	0	1.45070449119788	11	1	2	2	1	0	0	2
+4930413G21Rik	1.95835690949542	0.930379450543939	2.61922179829774	0.105576206552711	0.179649568817708	0.697287105591386	12	0.752820037051481	3.67547432177237	1.06512390342257	0	0.744902431617745	0	0.370917200867911	0	2	6	2	0	1	0	1	0
+Mir3082	-0.806973491301414	3.15184180065054	2.61813672505674	0.105648431793762	0.179649568817708	0.165811036313198	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	2.59653860741462	0.107097389832873	0.181842443153733	0.262503970550655	7	1.12923005557722	0	1.06512390342257	0.539638866040004	0	0	0.370917200867911	0	3	0	2	1	0	0	1	0
+Gm19461	2.46275182277227	0.871630866777851	2.57025863752175	0.108889927464615	0.184611303472698	1.40019793440911	11	1.12923005557722	0	3.727933661979	0	0	0.773404698088987	0	0	3	0	7	0	0	1	0	0
+4930577N17Rik	1.92899720671844	0.634076093398877	2.5616665831549	0.109483113564329	0.185341591360385	0.302650385920778	7	1.12923005557722	0.612579053628728	0	1.07927773208001	0	0	0.370917200867911	0	3	1	0	2	0	0	1	0
+0610039K10Rik	1.60768916276593	1.31641984305188	2.55029476145412	0.110273680206407	0.186403361652608	0.528337170475025	21	3.38769016673167	1.83773716088618	0.532561951711286	2.15855546416002	0	0	0.370917200867911	2.17605673679681	9	3	1	4	0	0	1	3
+Mir3068	-0.697754217970139	4.8526718459682	2.54295505720836	0.110787267309944	0.186961871017316	0.163166427649011	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	1.37718408759757	2.08329778707713	2.54089624316785	0.110931802522982	0.186961871017316	0.509160732891526	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	2.51910369375581	0.11247449793659	0.189282304049631	0.447085675966217	18	1.50564007410296	0.612579053628728	3.727933661979	1.07927773208001	0.744902431617745	0	1.11275160260373	0	4	1	7	2	1	0	3	0
+Mir2137	-2.36432275801359	0.589458592851067	2.51538843564699	0.112739850523032	0.189449439538704	1.22515268100648	6	0.376410018525741	0	0	0	1.48980486323549	0	0	2.17605673679681	1	0	0	0	2	0	0	3
+Rad51d	1.24025366819813	2.83684943348656	2.5107583284118	0.113071509532469	0.189453140312883	0.476455964478683	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	1.57504923281323	1.06927468979849	2.5107217291075	0.113074135454052	0.189453140312883	0.377495401730676	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	1.59193471931028	1.68820971418152	2.46950646868686	0.116074366214038	0.194194797434336	0.6863291991413	32	3.38769016673167	2.45031621451491	6.39074342053543	0	1.48980486323549	0	1.48366880347165	0.725352245598938	9	4	12	0	2	0	4	1
+Mir142	0.477450694101481	10.3704685920882	2.42583672109981	0.119349499937417	0.199381814683153	0.0894373702514067	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	0.754003906242898	3.90979075966623	2.41002362725282	0.120560546434849	0.201110502166905	0.184317945134853	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	2.49041637651916	0.760217106525064	2.40088808695279	0.121266389890555	0.201992629000179	1.61489860751689	9	0.376410018525741	0	3.727933661979	0	0	0	0.370917200867911	0	1	0	7	0	0	0	1	0
+Mir376a	-1.79770055073478	0.517679009939258	2.37704742209835	0.123130071001091	0.204797975236509	0.102220591668492	5	0	0	0	0.539638866040004	0.744902431617745	0.773404698088987	0.370917200867911	0.725352245598938	0	0	0	1	1	1	1	1
+Rcbtb2	1.458035208065	1.60444406392876	2.35253785974524	0.125079230443677	0.207737120722323	0.538994375824386	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	1.1096339738508	3.57021134154446	2.34966428764857	0.125309990954589	0.207775058281642	0.444973843624013	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	1.48789117978595	2.10034166627966	2.34772153016079	0.125466270951842	0.207775058281642	0.677464272763054	48	7.90461038904056	1.83773716088618	3.19537171026772	4.85674979436004	2.23470729485323	0	0	4.35211347359363	21	3	6	9	3	0	0	6
+Luc7l	1.85138125131535	1.80223159919757	2.31153472918671	0.128417201039621	0.212353661429287	1.10295734287816	36	4.51692022230889	0	8.52099122738058	1.07927773208001	0	3.09361879235595	0.741834401735823	0	12	0	16	2	0	4	2	0
+2410006H16Rik	0.40156959601146	7.61300879663147	2.30675053201469	0.128813086960121	0.212700046630243	0.0639546143922365	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	2.22933043064375	0.697786475584508	2.28173485990148	0.130905372741767	0.215842529332884	1.15629017151209	8	0.752820037051481	0	2.66280975855643	0	0	0	0.370917200867911	0	2	0	5	0	0	0	1	0
+Ppp4r1l-ps	2.22958240216918	0.697786475584508	2.27881534539566	0.131152017407923	0.215937159974661	1.16004588257661	8	0.752820037051481	0	2.66280975855643	0	0	0	0.370917200867911	0	2	0	5	0	0	0	1	0
+Gpr137b-ps	-1.96393866359511	0.519974483427559	2.26067676098759	0.132696060422496	0.218164560435257	0.507894910982119	5	0.376410018525741	0	0	0	0.744902431617745	0.773404698088987	0	1.45070449119788	1	0	0	0	1	1	0	2
+Afg3l1	1.48878907990836	1.53298802047544	2.2559764943476	0.133099473557556	0.218512948675067	0.605022791017894	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	2.2388377970179	0.134582101005543	0.220362784792543	0.586825375590316	16	2.25846011115444	0	3.19537171026772	0.539638866040004	0.744902431617745	0	0.370917200867911	0.725352245598938	6	0	6	1	1	0	1	1
+Gabpb1	1.88779347440519	0.644895200393036	2.23848862109124	0.134612498685716	0.220362784792543	0.466643761334266	7	0.376410018525741	0	1.59768585513386	1.07927773208001	0	0	0	0.725352245598938	1	0	3	2	0	0	0	1
+1810062O18Rik	1.90655347492813	0.646997412885778	2.21392370033664	0.136770417256079	0.223574564597689	0.519639812466009	7	0.376410018525741	1.22515810725746	1.59768585513386	0	0.744902431617745	0	0	0	1	2	3	0	1	0	0	0
+Rnu73b	1.12944302096526	2.00334001585587	2.2098905120464	0.137128403040659	0.223839067052063	0.342987267600863	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	-1.61130823956713	0.965437135424848	2.17449466030659	0.140315599881039	0.228479476572061	0.595115069085141	13	0.376410018525741	1.22515810725746	0	0	0.744902431617745	0	2.59642040607538	1.45070449119788	1	2	0	0	1	0	7	2
+Mir299	-0.985886212461873	1.99934376192861	2.1738797045983	0.140371702959697	0.228479476572061	0.247192543395644	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	2.16911987791298	0.140806800254442	0.228861195285353	0.441869400453635	19	2.63487012968019	0	2.13024780684514	2.15855546416002	1.48980486323549	0.773404698088987	0.370917200867911	0	7	0	4	4	2	1	1	0
+Vaultrc5	-0.439038195253424	7.1589713812088	2.15762491685997	0.141863820034024	0.23025123564555	0.0814636369902265	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	1.82250028311508	0.936987866235069	2.13330398894876	0.144129793252217	0.233596724574971	0.804256971018474	12	0.376410018525741	2.45031621451491	2.66280975855643	0	0	0.773404698088987	0	0.725352245598938	1	4	5	0	0	1	0	1
+Mir676	-0.446802845859049	6.53242393015933	2.11909507201475	0.145472474888188	0.235438430989252	0.0840718829945521	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	1.81913658193298	1.05660008926899	2.10048735839325	0.147252196626356	0.237981241289905	0.969130775042647	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	2.08654611461341	0.148601701031468	0.239822547209201	1.19610967428727	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	2.07067246210755	0.150155301197704	0.241987568738107	0.37896785158673	5	0	0.612579053628728	0	0	0.744902431617745	1.54680939617797	0.370917200867911	0	0	1	0	0	1	2	1	0
+2810008D09Rik	0.992275793226989	3.31325368484776	2.05928786692252	0.151280855720876	0.243457625356162	0.384912015572866	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	1.29736312070881	1.35888681515096	2.0539905010054	0.151807840172597	0.243736197402701	0.389874918889432	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	1.88393800726104	1.28729255558247	2.0532548355054	0.151881188740859	0.243736197402701	1.16513146848787	20	2.25846011115444	1.22515810725746	4.79305756540158	0	2.23470729485323	0	0	0	6	2	9	0	3	0	0	0
+Mir26b	0.381406457171371	11.5945020692124	2.04699251410788	0.152507192823816	0.244397060410077	0.0679015278661535	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	1.46960323620755	1.35192910254652	2.0423319282605	0.152974978906093	0.244802876482261	0.621458151498979	22	2.63487012968019	1.22515810725746	4.26049561369029	0	0	0.773404698088987	1.11275160260373	0.725352245598938	7	2	8	0	0	1	3	1
+Trpc4	-1.74596825626096	0.71317759283185	2.03938585284699	0.15327151711866	0.244933895003349	0.663998693170537	8	0.376410018525741	0	0	0.539638866040004	2.97960972647098	0.773404698088987	0.370917200867911	0	1	0	0	1	4	1	1	0
+2610203C22Rik	1.96678109286616	1.0656769981979	2.03321410371973	0.153894851376589	0.245586049539424	1.20264987743208	15	2.25846011115444	0	3.727933661979	0	0.744902431617745	0.773404698088987	0	0	6	0	7	0	1	1	0	0
+Mir223	-0.528641311338076	6.02781187693563	2.0162824031966	0.155619736425797	0.247991786678539	0.123647105456996	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	-0.528638261240286	6.02781187693563	2.01389528549142	0.155864679908194	0.24803570401011	0.123802877012886	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	0.785120714479267	2.71893553817616	2.01013244005869	0.15625167715619	0.248305241831773	0.185923137317638	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	2.11413372855869	0.642522158922088	2.00221094742783	0.15706995194267	0.249258435558535	1.18295805516123	7	0	0	2.13024780684514	1.07927773208001	0	0	0.370917200867911	0	0	0	4	2	0	0	1	0
+Mir5128	1.61359485230054	1.2738493521877	1.99369519162128	0.157955050290775	0.25031487830802	0.813074408757027	20	2.63487012968019	0	4.26049561369029	0.539638866040004	0	0	0.741834401735823	1.45070449119788	7	0	8	1	0	0	2	2
+Mphosph9	1.79236689198877	0.636333411267628	1.98570831058774	0.158790337521116	0.251289563261571	0.508944007080391	7	1.50564007410296	0.612579053628728	0	0.539638866040004	0	0	0	0.725352245598938	4	1	0	1	0	0	0	1
+Asb7	1.94541351595689	0.63279837173148	1.97745174523747	0.159659117691603	0.252036586419259	0.831752840190151	7	1.12923005557722	0	1.59768585513386	0	0	0	0.370917200867911	0	3	0	3	0	0	0	1	0
+4930417O13Rik	1.71715010444166	0.926786533466471	1.97702503038691	0.159704164751204	0.252036586419259	0.743832722550637	12	1.12923005557722	0	2.66280975855643	1.07927773208001	1.48980486323549	0	0	0	3	0	5	2	2	0	0	0
+Gm14872	1.93209082136727	0.649147101892238	1.96034555973411	0.161476366300663	0.254481400482122	0.816935547976381	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	1.95615046599623	0.161925618237476	0.254532253128661	0.535428871476747	8	0	1.22515810725746	0	0	2.23470729485323	0.773404698088987	0.370917200867911	0.725352245598938	0	2	0	0	3	1	1	1
+Dlg1	1.1960400330417	2.0318454145106	1.95587851743632	0.161954790334275	0.254532253128661	0.500980604510724	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	-1.46711327280047	1.20680226810302	1.95174361269988	0.162399083698592	0.254879442228464	0.655814506748791	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	1.93404842060065	0.164316207060804	0.257328754943386	0.342800597958162	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	2.03468754035397	1.36669597820702	1.93318191859516	0.164410747023425	0.257328754943386	1.57432540168325	22	1.8820500926287	0	7.45586732395801	0	0	0.773404698088987	0	1.45070449119788	5	0	14	0	0	1	0	2
+C130046K22Rik	-1.82497997235466	0.998221956150761	1.90372752095523	0.167661683631986	0.262057508252186	1.16292533112971	13	0	1.83773716088618	0	0	3.72451215808872	2.32021409426696	0.741834401735823	0	0	3	0	0	5	3	2	0
+Mir363	1.7925748432871	0.975582225481886	1.88387767295086	0.169894078650183	0.26518350716807	0.983197148538151	13	1.50564007410296	0	0.532561951711286	3.23783319624003	0	1.54680939617797	0	0	4	0	1	6	0	2	0	0
+Mir211	1.80225349548499	0.577821381939333	1.87026630610884	0.171444582259026	0.267238071526706	0.546888078761148	6	0.376410018525741	1.83773716088618	0.532561951711286	0	0	0	0.370917200867911	0	1	3	1	0	0	0	1	0
+Sfpq	1.41155876308153	1.97010238359724	1.86288970907692	0.172291656568755	0.268192060225034	0.790546173016142	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	1.58529666871194	1.38182570088593	1.84526179546736	0.17433548274507	0.271003795384366	0.92161221471478	22	0.376410018525741	5.51321148265855	0	3.77747206228003	1.48980486323549	0	0.741834401735823	0.725352245598938	1	9	0	7	2	0	2	1
+Cep57	2.09388623287428	0.709989751010093	1.83551465851988	0.175477567836488	0.2724080338795	1.41172807747113	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	1.82409436884954	0.176826684791238	0.274014982163759	0.198880495100446	9	0.376410018525741	0.612579053628728	1.06512390342257	1.61891659812001	0.744902431617745	0	0.370917200867911	0	1	1	2	3	1	0	1	0
+Gm5512	1.599390849938	0.914673682188187	1.82135273515121	0.177152341331285	0.274014982163759	0.660513634807064	12	2.63487012968019	0	1.06512390342257	0.539638866040004	0.744902431617745	0.773404698088987	0	0	7	0	2	1	1	1	0	0
+Snord15b	0.634264424966565	3.97493859739106	1.82067308368825	0.17723317864755	0.274014982163759	0.170515835027921	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	1.24004384386007	1.97440463854726	1.81187270965708	0.178283743947416	0.275266240654941	0.592727378101855	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	1.58863800329829	0.875550395278672	1.79977459683717	0.179739747410812	0.277139259183427	0.63054958225523	11	1.12923005557722	0.612579053628728	0	2.69819433020002	0.744902431617745	0.773404698088987	0	0	3	1	0	5	1	1	0	0
+Scarna3a	0.392736064199881	6.8892050947325	1.77303910592734	0.183006412533395	0.281795299191098	0.0783650330620069	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	-0.959891864807025	4.98142254057752	1.77051212370834	0.183318712396997	0.281895755855759	0.47326365851791	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	1.16526727898083	1.63063614891485	1.76110092055298	0.184487255890688	0.283310846529307	0.454435805433799	30	3.01128014820593	1.22515810725746	3.19537171026772	3.23783319624003	0	3.09361879235595	1.48366880347165	0	8	2	6	6	0	4	4	0
+Srsf3	0.982399310397274	2.33968123763579	1.75436232006604	0.185329266491131	0.284221361648361	0.371507892039207	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	0.389851350484067	6.8875736230068	1.74809462813014	0.186116443545358	0.285045452463427	0.0783163508130989	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	1.00128525429008	2.18480127537997	1.73149429803874	0.188220174345743	0.287880990520767	0.385373147794512	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	1.75126346079812	0.87017516287105	1.72215200430019	0.189416270293976	0.289322576178616	1.0217878616986	11	1.50564007410296	3.06289526814364	0	0	0	0	0.370917200867911	0.725352245598938	4	5	0	0	0	0	1	1
+1700061I17Rik	-1.70286107672665	0.502549782041057	1.71784121912438	0.189971164767189	0.289782217913586	0.554180080413085	5	0.376410018525741	0	0	0	0	0	1.11275160260373	0.725352245598938	1	0	0	0	0	0	3	1
+Dnm1l	1.80630973357149	1.49903122302948	1.71111377842606	0.190840927195392	0.290720290961204	1.46946215427461	26	2.25846011115444	0	7.98842927566929	0	0	1.54680939617797	1.11275160260373	0	6	0	15	0	0	2	3	0
+Snora69	1.08869295668089	1.71806156711187	1.70101781749446	0.192154922565122	0.292331688862405	0.418293401275129	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	1.69878195937302	0.192447347321435	0.29238671543776	0.231002884653887	9	1.12923005557722	1.22515810725746	1.06512390342257	0	0	0	0.370917200867911	0.725352245598938	3	2	2	0	0	0	1	1
+A330032B11Rik	1.39818933903739	0.748748186748486	1.69255365943135	0.193264682471244	0.292951825626326	0.291687482396111	9	1.50564007410296	0.612579053628728	0.532561951711286	0.539638866040004	0	0	0.741834401735823	0	4	1	1	1	0	0	2	0
+9330178D15Rik	-1.98679676261059	0.524020298165048	1.6920359770324	0.193332799909399	0.292951825626326	1.32055320070191	5	0	0	0.532561951711286	0	0.744902431617745	2.32021409426696	0	0	0	0	1	0	1	3	0	0
+4930573O16Rik	1.59328290275498	0.573882656582763	1.68701797417748	0.193994532694442	0.29330671354677	0.314421647995217	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	1.68501921353139	0.194258849908786	0.29330671354677	1.06784086774854	61	8.2810204075663	0	13.3140487927822	0	0.744902431617745	2.32021409426696	2.96733760694329	1.45070449119788	22	0	25	0	1	3	8	2
+Adamts10	1.92767141679509	0.821256886501406	1.68441986181312	0.194338190570866	0.29330671354677	1.44950467480637	10	0	2.45031621451491	2.13024780684514	0	0	0	0.741834401735823	0	0	4	4	0	0	0	2	0
+C030016D13Rik	1.59399520847017	0.575124507193501	1.6469661240288	0.199372361326147	0.300507086226068	0.358787781200112	6	1.12923005557722	0.612579053628728	0	0.539638866040004	0.744902431617745	0	0	0	3	1	0	1	1	0	0	0
+Gm12238	1.17743427197628	1.70057102419889	1.63788298021632	0.200616179289878	0.301982929511545	0.538476450306431	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	0.270666655754117	9.42386361558089	1.62967609673575	0.201747854774754	0.303286300787872	0.0422885257396755	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	1.09889328874311	1.70024363448059	1.6174148337219	0.203452629195912	0.305177538464227	0.442839629674893	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	1.14540632239047	1.43909936145621	1.6167836371524	0.203540847301732	0.305177538464227	0.427462889995017	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	1.7668558791528	0.638496128878626	1.61355760724048	0.203992432363846	0.305453235337465	0.887870673528645	7	1.12923005557722	0	1.59768585513386	0	0.744902431617745	0	0	0	3	0	3	0	1	0	0	0
+Brat1	1.6380671683081	0.580282133402032	1.61096898735123	0.204355645830273	0.305596057526004	0.498016793789895	6	0.376410018525741	0	1.59768585513386	0.539638866040004	0	0	0	0.725352245598938	1	0	3	1	0	0	0	1
+Malat1	0.892035948892433	5.26274681035236	1.60518554183735	0.205169889202452	0.306412098926698	0.452900590043496	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	0.93858190397472	2.39902888782473	1.60119404201623	0.205734079634238	0.30685305210806	0.385824614926357	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	1.10178148053281	2.35647563869741	1.5959101403641	0.206483767793295	0.307569163253459	0.576530554130015	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	1.9167474053492	0.650415606184684	1.57297893520174	0.209774926985713	0.312044254071375	1.33002709755067	7	0	1.22515810725746	2.13024780684514	0	0	0.773404698088987	0	0	0	2	4	0	0	1	0	0
+Snord89	0.96657482446075	1.80434757594844	1.57118472936867	0.210035045685203	0.312044254071375	0.331669301498173	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	1.46901866975376	1.11073986368061	1.55307987897301	0.212681342683352	0.315564905073738	0.811842989993786	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	1.52112436303966	0.217449422870424	0.322220508435265	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	1.88476764894334	0.578218702340393	1.51434673605246	0.218477009254603	0.323323304227629	1.28595199102671	6	0	0	0.532561951711286	2.15855546416002	0	0	0.370917200867911	0	0	0	1	4	0	0	1	0
+A630010A05Rik	-1.06389667985719	1.44453280447873	1.49582215764934	0.22131531189294	0.327099444131923	0.426267937473463	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	1.70841256711358	0.635554931729437	1.49045675435669	0.222145605354745	0.327492387207715	0.929498731793885	7	1.50564007410296	0	1.06512390342257	0	0	0.773404698088987	0	0	4	0	2	0	0	1	0	0
+Snhg6	0.363253836479981	6.93079477897274	1.49039475507366	0.222155221471316	0.327492387207715	0.0798920540285094	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	1.05557681067525	1.20418398339966	1.48741805741718	0.222617495316257	0.327750402781741	0.279838591324166	18	1.50564007410296	1.22515810725746	2.13024780684514	1.61891659812001	2.23470729485323	0	0.741834401735823	0	4	2	4	3	3	0	2	0
+Mir196b	-1.32127454614675	0.829618781393242	1.48196745688318	0.223466948968203	0.328281648202684	0.492761700442821	10	0	0.612579053628728	0	1.07927773208001	1.48980486323549	0	0.741834401735823	2.17605673679681	0	1	0	2	2	0	2	3
+Pex11b	1.65995741405811	0.804639894669543	1.47905585289627	0.223922301313245	0.328281648202684	1.10073827773443	10	1.50564007410296	0	2.13024780684514	0	0	0	0.741834401735823	0	4	0	4	0	0	0	2	0
+Mir15b	-0.394788504230464	6.20734639920343	1.4787933591529	0.223963407918088	0.328281648202684	0.0932309163706916	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	1.47773532337606	0.224129188387284	0.328281648202684	0.713263179340033	18	1.8820500926287	0	4.26049561369029	0.539638866040004	0	1.54680939617797	0.370917200867911	0.725352245598938	5	0	8	1	0	2	1	1
+Snord87	0.36153140061073	6.92853158846234	1.47349079202399	0.224795731993602	0.328835807954744	0.0800479607573439	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	1.3190923221389	1.41955838570186	1.46960938805771	0.225407333574819	0.329308281189332	0.794694003082677	24	3.01128014820593	0	4.26049561369029	1.07927773208001	0	1.54680939617797	1.48366880347165	0	8	0	8	2	0	2	4	0
+9130221H12Rik	1.81174070735102	0.574594586237392	1.46729534955508	0.225772911888377	0.329420578599282	1.16623629038014	6	0.376410018525741	0	2.13024780684514	0	0	0	0.370917200867911	0	1	0	4	0	0	0	1	0
+Mir381	-0.53542313827606	4.2010882103495	1.44983721423112	0.228554074655131	0.33283918500619	0.158316469766086	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	0.977714238380409	1.28903949414256	1.44893251156917	0.228699317304867	0.33283918500619	0.238819239186323	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	1.42887089792923	0.231948796935886	0.337138315036746	0.852249424298378	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	1.42668479712669	0.232306244213063	0.337171083801986	0.695658731239936	40	2.63487012968019	4.2880533754011	0	0	1.48980486323549	4.64042818853392	3.70917200867911	5.8028179647915	7	7	0	0	2	6	10	8
+Mir377	-1.61378491210756	0.717489850287155	1.42512097441657	0.232562351404175	0.337171083801986	1.06158652526653	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	1.4074042846571	0.235487775099432	0.340979126127477	0.899781590706239	10	1.12923005557722	0	2.66280975855643	0	0	0	0.370917200867911	0.725352245598938	3	0	5	0	0	0	1	1
+6720401G13Rik	2.25133431427165	0.768838918008168	1.40046929457477	0.236645011247734	0.34207404316652	2.81750531855614	9	0	0	4.26049561369029	0	0	0	0	0.725352245598938	0	0	8	0	0	0	0	1
+Airn	-1.47387977089094	2.52944495005948	1.39928361818783	0.236843553112665	0.34207404316652	1.34618529718774	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	-1.15096936032426	1.54361967638261	1.39703783704678	0.237220163498798	0.342184837613311	0.643443268089939	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	1.82895755193542	0.644850222597462	1.36976728055309	0.241851872143371	0.348227087420191	1.4841173419813	7	0.376410018525741	0	2.66280975855643	0	0.744902431617745	0	0	0	1	0	5	0	1	0	0	0
+E2f6	1.5397355275568	1.10259786021808	1.36879311363269	0.242019351730247	0.348227087420191	1.16390433951397	16	3.01128014820593	0	2.66280975855643	0	1.48980486323549	0	0.370917200867911	0	8	0	5	0	2	0	1	0
+Orc6	1.38084285450997	0.514031868300813	1.36557972586963	0.242572802205214	0.348583837929659	0.070272555699057	5	0.376410018525741	0.612579053628728	0.532561951711286	0.539638866040004	0.744902431617745	0	0	0	1	1	1	1	1	0	0	0
+Clk1	1.28610034119548	2.2155754729238	1.36240393310174	0.243121293147929	0.348932572933066	0.993302407697832	54	6.02256029641185	0	9.58611513080315	3.23783319624003	4.46941458970647	0	2.96733760694329	0	16	0	18	6	6	0	8	0
+Mir339	0.428143686688518	5.34471486348628	1.34652946892237	0.245885757253097	0.352343297417368	0.115900409276972	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	1.07477259541519	1.07377334724852	1.34522091059477	0.246115344471203	0.352343297417368	0.309939899179427	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	1.42461149495111	0.762941248991215	1.32991835054625	0.24881974382378	0.35576858108137	0.700957646095765	9	0.376410018525741	0	0.532561951711286	2.69819433020002	0	0	0.370917200867911	0.725352245598938	1	0	1	5	0	0	1	1
+Mir101c	1.42009163016917	0.50716611553616	1.32364738152275	0.249938507364293	0.356920947312464	0.214834900602068	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	1.31593390293379	0.251323093778211	0.358210561619927	0.132374100720653	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	1.36437035299399	0.70312593778772	1.31512152223961	0.251469465256408	0.358210561619927	0.514223097681503	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	1.3073312903184	0.25287840878152	0.35976840950089	0.398841639277764	15	1.50564007410296	0	2.66280975855643	1.07927773208001	0.744902431617745	0.773404698088987	0.741834401735823	0	4	0	5	2	1	1	2	0
+Snord82	0.51854692486225	3.81085925901395	1.29940283327366	0.254322331781357	0.361372080401655	0.152756163370741	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	1.29243978467413	0.255598815822695	0.362419286128489	0.48374758529178	7	0	0	1.06512390342257	0	0	0.773404698088987	0.741834401735823	1.45070449119788	0	0	2	0	0	1	2	2
+Tug1	0.970668426400342	2.63263861953326	1.29191908705431	0.255694588372861	0.362419286128489	0.588507799211238	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	0.37765134046399	7.1472318972363	1.28525775628189	0.256923728528825	0.363709645473187	0.102366882067393	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	0.651022221011047	14.5532392475354	1.27910700081611	0.258065139413137	0.364872768364794	0.315704197416047	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	1.35210912624305	0.509953639891973	1.26278126265296	0.26112529137674	0.368742521609975	0.144131562458887	5	0.752820037051481	0	0.532561951711286	0.539638866040004	0	0.773404698088987	0	0	2	0	1	1	0	1	0	0
+Atp10d	1.53331436368778	1.15558274925479	1.25534657940519	0.262533761082479	0.370273203207797	1.32191949957874	17	2.63487012968019	0	3.727933661979	0	1.48980486323549	0	0	0.725352245598938	7	0	7	0	2	0	0	1
+Pvt1	1.13237061461134	0.706845363550169	1.24762806519257	0.264005987966719	0.371322591262319	0.112183395552759	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	1.24659672944147	0.264203480347787	0.371322591262319	0.157869476939909	8	0.752820037051481	0	1.06512390342257	1.07927773208001	0	0.773404698088987	0.370917200867911	0	2	0	2	2	0	1	1	0
+C230091D08Rik	1.56585828620224	1.16194302765321	1.24517880888728	0.26447530037548	0.371322591262319	1.41644478133509	17	1.8820500926287	0	4.79305756540158	0	0	1.54680939617797	0	0.725352245598938	5	0	9	0	0	2	0	1
+Spns1	1.29130279990572	0.750979881345235	1.24463548150462	0.26457955012819	0.371322591262319	0.507406490692331	9	1.8820500926287	0.612579053628728	0.532561951711286	0	0	0	0.370917200867911	0.725352245598938	5	1	1	0	0	0	1	1
+Wbscr25	-1.5407040165776	0.450389373474786	1.23959677553576	0.265548779159877	0.372225008625823	0.662915151911734	4	0	0	0.532561951711286	0	1.48980486323549	0.773404698088987	0	0	0	0	1	0	2	1	0	0
+Rnf126	1.35231788236301	0.510697356258459	1.23574317095936	0.266293028528527	0.372810239939937	0.18394855075926	5	0.752820037051481	0.612579053628728	0.532561951711286	0	0.744902431617745	0	0	0	2	1	1	0	1	0	0	0
+Etohd2	1.5502415385845	0.577371011234276	1.22484337181513	0.268412228422148	0.375316608614793	0.885850182775548	6	0.752820037051481	0	1.59768585513386	0	0	0.773404698088987	0	0	2	0	3	0	0	1	0	0
+Gm10865	1.24385542624792	0.708647725781233	1.22065432524545	0.269232278648266	0.376002484623832	0.362664882724467	8	0	1.22515810725746	1.06512390342257	1.07927773208001	0	0	0.370917200867911	0.725352245598938	0	2	2	2	0	0	1	1
+Rbbp8	1.28319321283266	1.21201050991301	1.21613527012602	0.270120442407885	0.376781692894128	0.86165179283376	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	1.20023072345027	0.273275568988221	0.380717245684445	0.874960057223072	13	0.752820037051481	0	3.727933661979	0.539638866040004	1.48980486323549	0	0.370917200867911	0	2	0	7	1	2	0	1	0
+C230037L18Rik	1.35620856225365	0.513286892568134	1.18625356562019	0.276086561126146	0.384164349079187	0.272029007915801	5	0.376410018525741	0	0.532561951711286	1.07927773208001	0	0.773404698088987	0	0	1	0	1	2	0	1	0	0
+Sh2d3c	-0.989172553511957	0.989564782427474	1.17988453972444	0.27737950222288	0.385290746832437	0.273751596021872	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	0.258061794981831	8.95936436014001	1.17894232081203	0.277571423221966	0.385290746832437	0.0530464153684566	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	1.17162765492472	0.279067053512467	0.386840199590027	0.99740716223018	19	1.8820500926287	0	4.79305756540158	0.539638866040004	0	1.54680939617797	0	1.45070449119788	5	0	9	1	0	2	0	2
+Ubl4	1.06854952853087	1.0735946448232	1.17017272385923	0.279365753253446	0.386840199590027	0.432683488735946	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	1.1679521666902	0.279822414959382	0.387002879355946	0.416936193500622	5	0	0.612579053628728	1.06512390342257	0.539638866040004	0	0	0	0.725352245598938	0	1	2	1	0	0	0	1
+Klc2	1.3759672979895	0.514840226031161	1.16016309288204	0.281431718975836	0.388757374517468	0.36711541560785	5	0.376410018525741	1.22515810725746	0.532561951711286	0	0	0	0	0.725352245598938	1	2	1	0	0	0	0	1
+Magix	1.58289386102875	0.511362021896504	1.15039037356871	0.283467445680704	0.39109595589079	1.00966038993489	5	0	0.612579053628728	1.59768585513386	0	0	0	0.370917200867911	0	0	1	3	0	0	0	1	0
+Mir1839	0.37048016403446	6.74498720522536	1.14821345887276	0.283923447713764	0.391251997393001	0.109391022289867	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	0.806893720861989	1.69268604059307	1.14641299535178	0.284301296093327	0.391300095105533	0.2905292208462	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	1.12447615887621	0.288956658701854	0.397228370576885	1.46738401507099	12	2.25846011115444	0	2.13024780684514	0	1.48980486323549	0	0	0	6	0	4	0	2	0	0	0
+Dleu2	0.317688954128477	8.19301158324783	1.10602978236287	0.292946616918167	0.402228748379818	0.0855423122435627	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	-0.549195882867802	5.38683878237064	1.09770962210981	0.294769296489275	0.404244912613297	0.249691576736878	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	1.08660883725862	0.297223804128962	0.406328756182462	0.663099903648611	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	1.08660883725862	0.297223804128962	0.406328756182462	0.663099903648611	4	0	0	0.532561951711286	0	0.744902431617745	0.773404698088987	0.370917200867911	0	0	0	1	0	1	1	1	0
+2900076A07Rik	0.357704988534701	6.75351475086346	1.08600912283684	0.297357152859207	0.406328756182462	0.107790840411909	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	1.14904502284407	1.81024670587524	1.08392796683563	0.297820501941738	0.406430179737368	0.923172571804893	36	5.26974025936037	0	6.39074342053543	1.07927773208001	2.97960972647098	1.54680939617797	0	1.45070449119788	14	0	12	2	4	2	0	2
+Mir3058	-1.20444655402421	0.776024090779448	1.08247837932884	0.298143786538279	0.406430179737368	0.624160194033208	9	0	0	1.06512390342257	0.539638866040004	1.48980486323549	2.32021409426696	0.370917200867911	0	0	0	2	1	2	3	1	0
+H2-T10	1.49091432235163	0.50705923050694	1.07820067470384	0.299100426298579	0.406871218021166	0.88735926488238	5	0.376410018525741	0	1.59768585513386	0	0	0	0.370917200867911	0	1	0	3	0	0	0	1	0
+Snord111	0.606752197653023	2.71306413132783	1.07784341016059	0.299180501244311	0.406871218021166	0.224746103079064	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	0.999689645568595	1.34246645297262	1.07429308634616	0.299977748774594	0.407469775418824	0.533576137746882	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	1.06720097889373	0.301578535289453	0.408671150552573	0.663114492823721	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	1.06720097889373	0.301578535289453	0.408671150552573	0.663114492823721	4	0	0	0	0.539638866040004	0	0	0.370917200867911	1.45070449119788	0	0	0	1	0	0	1	2
+Snord83b	0.412016510679223	3.99035331424224	1.05314046211572	0.304784917333601	0.412526204837056	0.115963050277066	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	-1.39439412627524	0.445236305727518	1.04277451756083	0.307177069371358	0.415271369849194	0.663078115250798	4	0	0.612579053628728	0	0	0.744902431617745	0	0.370917200867911	0.725352245598938	0	1	0	0	1	0	1	1
+Gm6793	1.43759807516063	0.570980107794987	1.02892446786792	0.310411413147432	0.41914724544523	0.985765099419783	6	1.50564007410296	0	0.532561951711286	0	0	0.773404698088987	0	0	4	0	1	0	0	1	0	0
+Mir677	-0.556581193997953	2.91938107006516	1.02166547373758	0.312124279613925	0.420961942127055	0.207540332078884	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	0.323472503910934	8.01067798948637	1.01525465382521	0.313647269211347	0.422516569268178	0.0966057812088073	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	1.19649467559255	0.703415054910478	1.01273533114761	0.314248428983006	0.422827190412276	0.536557274958839	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	1.00847898319514	0.315267503481701	0.42369872964973	0.68508973865761	5	1.12923005557722	0	0.532561951711286	0	0	0	0.370917200867911	0	3	0	1	0	0	0	1	0
+Snhg5	-0.89125240486064	0.988818036196163	1.00092990670477	0.317085602234455	0.425640790764134	0.242108615776921	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	1.38266937531919	0.822272867813765	0.991092837701364	0.319475422030725	0.428344837293839	1.20246527903066	10	0.752820037051481	0	3.19537171026772	0	0.744902431617745	0.773404698088987	0	0	2	0	6	0	1	1	0	0
+Mir296	-1.03122376978726	0.868255875953981	0.969681931175626	0.324759517149051	0.434918555243036	0.477911424633654	11	1.12923005557722	0	0.532561951711286	0	0.744902431617745	0	1.11275160260373	2.17605673679681	3	0	1	0	1	0	3	3
+Cnot2	1.1614798897584	1.30506961499225	0.964321981541516	0.326100354524109	0.436202232722166	0.976345068131583	21	4.14051020378315	0	2.66280975855643	0	0	1.54680939617797	0.741834401735823	0.725352245598938	11	0	5	0	0	2	2	1
+Gm10649	-1.17056180193159	0.590943716672117	0.950295172427507	0.329644175096118	0.440426233939895	0.45580559320795	6	0	0	0.532561951711286	0.539638866040004	1.48980486323549	0.773404698088987	0	0.725352245598938	0	0	1	1	2	1	0	1
+4933433G15Rik	-1.31542050079851	0.438830702629464	0.944809572865336	0.331044004303658	0.440822941307312	0.663280688352102	4	0	0	0	0.539638866040004	0	0.773404698088987	0.741834401735823	0	0	0	0	1	0	1	2	0
+Mir487b	-1.31542050079851	0.438830702629464	0.944809572865336	0.331044004303658	0.440822941307312	0.663280688352102	4	0	0	0	0.539638866040004	0	0.773404698088987	0.741834401735823	0	0	0	0	1	0	1	2	0
+Ufd1l	1.83013215132632	0.648264703504357	0.944466231639634	0.331131881830262	0.440822941307312	2.82443728674874	7	0	0	3.19537171026772	0	0	0.773404698088987	0	0	0	0	6	0	0	1	0	0
+2810055G20Rik	-0.774119158390019	1.25290177573675	0.943081999156086	0.331486488730652	0.440822941307312	0.235971306397404	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	0.34770839629348	6.19517637060946	0.940500719973465	0.332149102558436	0.441189902234197	0.115554213591073	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	0.571532904896908	3.30364549427615	0.935051292110705	0.333553780693178	0.442540539268507	0.271793027590436	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	0.951209129028052	0.877695610887092	0.909879192276184	0.340146474591343	0.450651069046652	0.309435986552878	11	1.12923005557722	0.612579053628728	0.532561951711286	1.61891659812001	1.48980486323549	0.773404698088987	0	0	3	1	1	3	2	1	0	0
+Snord64	-0.420539246374684	3.85466381978465	0.908514521330131	0.340508867355067	0.450651069046652	0.145801201588301	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	0.791118576264696	1.12459084148596	0.907225033452811	0.3408517726444	0.450651069046652	0.19314898638665	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	0.44576070859843	4.73756446685567	0.903210356799966	0.34192235257265	0.451543291996983	0.189120057509178	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	0.938553767729918	1.07463232563284	0.893886601183439	0.344426244602487	0.454324098371605	0.451610775464804	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	0.871620831542192	0.350506984478209	0.461811165461473	0.594196025380172	8	1.12923005557722	0	1.59768585513386	0	0	0	0.370917200867911	0.725352245598938	3	0	3	0	0	0	1	1
+2310040G24Rik	1.22956203810023	0.688428201330028	0.849643909355631	0.356653093593223	0.46936698937701	0.959032625979839	8	1.50564007410296	0	0	1.07927773208001	0	0	0.741834401735823	0	4	0	0	2	0	0	2	0
+Gm16973	1.22567680162255	0.688218992824782	0.845862335512928	0.357725504415154	0.47023594531992	0.956184054973809	8	1.50564007410296	0	1.06512390342257	0	0	0	0.741834401735823	0	4	0	2	0	0	0	2	0
+Gm11696	1.37713756744946	0.517710856875195	0.840001444355036	0.359396357734633	0.471888658429478	1.1865459918362	5	0	0.612579053628728	0	1.61891659812001	0	0.773404698088987	0	0	0	1	0	3	0	1	0	0
+Mir500	-0.65432294937993	2.08516539683144	0.825337104118956	0.363624328814802	0.476891217445619	0.338073545102596	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	1.30358013149416	0.512841362949814	0.817716551975529	0.365848639333824	0.4792575171985	0.984364384302183	5	0.376410018525741	0	1.59768585513386	0	0.744902431617745	0	0	0	1	0	3	0	1	0	0	0
+Mirlet7c-2	-0.307312511346622	5.86443424900537	0.815620604554291	0.366463717563754	0.47951273135349	0.101448148643958	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	-0.297713966634986	6.35758815909002	0.814163245832254	0.366892241481227	0.479523536689668	0.0976709524651887	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	1.38354680620102	0.821712573526099	0.812180496915611	0.367476370426453	0.479682116013702	1.6879474805934	10	0.752820037051481	0	3.19537171026772	0	0	0	0	1.45070449119788	2	0	6	0	0	0	0	2
+Mir130b	-0.444987061481984	3.37682815824708	0.810899714603164	0.367854383446091	0.479682116013702	0.175477723944169	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	-1.17178435883904	1.28462277570249	0.806214669406105	0.369241756693223	0.480941603181469	1.3351716980059	20	0	0	1.06512390342257	2.15855546416002	0	0	2.96733760694329	4.35211347359363	0	0	2	4	0	0	8	6
+F420014N23Rik	1.14779620722844	1.34450233010102	0.800908151371196	0.370821985837752	0.482449128666904	1.2617668789774	22	3.01128014820593	0	4.26049561369029	0	0	1.54680939617797	1.48366880347165	0	8	0	8	0	0	2	4	0
+Snord92	0.52290702062929	3.03213216722955	0.798443821204557	0.371559049028505	0.482857488543877	0.249678604579217	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	1.21538930808434	0.506395465905888	0.789393867310646	0.374283469645481	0.485844640347547	0.75379335993512	5	1.12923005557722	0	0.532561951711286	0	0.744902431617745	0	0	0	3	0	1	0	1	0	0	0
+B630019K06Rik	1.03511439963633	0.63602399238927	0.778625331391439	0.377561892273739	0.489543317141291	0.41483392970795	7	0.376410018525741	0	1.06512390342257	1.07927773208001	0	0	0.741834401735823	0	1	0	2	2	0	0	2	0
+4931431C16Rik	-0.845865494210436	0.700083313892079	0.758319103234554	0.383855067399365	0.497138061183514	0.129525558332925	8	0.376410018525741	0.612579053628728	0	0.539638866040004	0.744902431617745	0	1.11275160260373	0.725352245598938	1	1	0	1	1	0	3	1
+4930562F07Rik	1.34287799465984	0.822501348903931	0.755708948558348	0.384674741312307	0.49763478439608	1.72411792892147	10	0.752820037051481	0	3.19537171026772	0	0	1.54680939617797	0	0	2	0	6	0	0	2	0	0
+Fam172a	0.829161987049268	1.39027536327005	0.737139046900338	0.390578887496102	0.504700465043095	0.56761709629665	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	-0.804049229205303	0.820535214985958	0.730585892148707	0.39269334395299	0.506858716572807	0.200080957816894	10	0.752820037051481	0	1.06512390342257	0	0.744902431617745	1.54680939617797	0.741834401735823	0.725352245598938	2	0	2	0	1	2	2	1
+Nnt	0.731200799065247	3.20582365999364	0.728701346525382	0.39330445675118	0.507073881528922	0.630783969375754	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	0.899081179953709	0.64825486595462	0.726068692531381	0.394160453901643	0.507603925397037	0.142981927376187	7	0.376410018525741	0.612579053628728	1.06512390342257	0.539638866040004	0.744902431617745	0	0	0.725352245598938	1	1	2	1	1	0	0	1
+1700012D01Rik	0.895803351263824	0.648652964811539	0.71852037737851	0.396629681451857	0.510207966783054	0.147961792462411	7	0.376410018525741	0.612579053628728	1.06512390342257	0.539638866040004	0.744902431617745	0.773404698088987	0	0	1	1	2	1	1	1	0	0
+Pafah1b1	0.776539563690095	1.93264864506089	0.700236369578089	0.402704282044751	0.516851180939527	0.628361813090434	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	0.791663078398559	1.5581515348387	0.698963809043893	0.403132088597175	0.516851180939527	0.581705682158923	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	1.26783591431231	0.640089668967138	0.698901713254078	0.403152980750376	0.516851180939527	1.47810830121231	7	0.376410018525741	2.45031621451491	0	0	0	0	0.741834401735823	0	1	4	0	0	0	0	2	0
+Mir7-1	-0.434345393483456	2.95674097176898	0.69255928405775	0.405295235169244	0.518832261453527	0.179868795418403	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	1.04243942387709	0.87725455315041	0.690657995027687	0.405940662366127	0.518832261453527	0.933262894296961	11	0.376410018525741	0	3.19537171026772	0.539638866040004	0	1.54680939617797	0.370917200867911	0	1	0	6	1	0	2	1	0
+Mirlet7a-1	0.331930611364316	4.84638083803529	0.690299848928334	0.406062409709027	0.518832261453527	0.132876622074108	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	-0.973171215328754	0.721388054019918	0.666406247381841	0.414307365615454	0.5287748368761	0.662410917831457	8	0	1.22515810725746	0.532561951711286	0	1.48980486323549	0.773404698088987	0	1.45070449119788	0	2	1	0	2	1	0	2
+2610307P16Rik	-1.23146301822652	0.5911142913688	0.659924708867725	0.416586525133248	0.531089637069314	1.51562474279377	6	0	0	0	1.07927773208001	0	1.54680939617797	0	1.45070449119788	0	0	0	2	0	2	0	2
+Mir301b	-0.780489469242022	1.03765341473878	0.652965876914063	0.419054292819026	0.533639451011729	0.423616649028355	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	-0.338389619416232	5.42939616655335	0.647176110981368	0.421124106485644	0.535677375139487	0.156918737377208	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	1.12001466972809	0.437322143926504	0.632136381542928	0.426572756388441	0.542003914297562	0.66332839862045	4	0.376410018525741	0.612579053628728	0.532561951711286	0	0	0	0.370917200867911	0	1	1	1	0	0	0	1	0
+Mir382	-0.659280189502642	0.92035890087847	0.62431270567111	0.429449157863605	0.544454876360784	0.109458100657689	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	0.674462699329127	1.38740791775028	0.623064977274185	0.429910596452755	0.544454876360784	0.373484660116741	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	-0.365232526132623	3.42530293299704	0.623003761654971	0.429933254689804	0.544454876360784	0.149931654519519	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	1.09959921618681	0.436237331375563	0.612893756673641	0.433700335414825	0.548616499676625	0.663362708387481	4	0.376410018525741	0	1.06512390342257	0	0	0	0.370917200867911	0	1	0	2	0	0	0	1	0
+8430429K09Rik	1.12253259785196	0.84715686768471	0.60146487805238	0.43801965395899	0.553466694537328	1.53021367795053	11	2.63487012968019	0	0.532561951711286	0	0	0	1.11275160260373	0	7	0	1	0	0	0	3	0
+4921511C10Rik	0.998142829739886	0.645140283412508	0.599680280945289	0.438700039387944	0.553713213431022	0.767053798703686	7	0	0	1.59768585513386	1.07927773208001	0	0.773404698088987	0.370917200867911	0	0	0	3	2	0	1	1	0
+Wls	-0.803426790832396	0.701043119380667	0.588993759477365	0.442808489672493	0.558281200791507	0.315836557186661	8	0.376410018525741	1.22515810725746	0	0	0.744902431617745	0	1.11275160260373	0.725352245598938	1	2	0	0	1	0	3	1
+Oaz1-ps	0.601420711308711	1.98111633304013	0.587071213338421	0.443553902331276	0.558603755584974	0.400464642249182	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	0.92033915276373	1.32088784200928	0.58364486102124	0.44488718768188	0.559665139079411	1.06684721791119	21	2.25846011115444	0	4.79305756540158	0	0.744902431617745	0	0.741834401735823	2.17605673679681	6	0	9	0	1	0	2	3
+4930426L09Rik	1.06616698981936	0.434080966065142	0.580358594896956	0.446171797505459	0.560663018671507	0.663430911184046	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	0.572370626949817	0.449318427208886	0.563248117079795	1.59680543011032	6	0	1.22515810725746	0	0	0	1.54680939617797	0	1.45070449119788	0	2	0	0	0	2	0	2
+Wiz	0.668535651278183	1.48218332565456	0.57234299374246	0.44932937237185	0.563248117079795	0.461062085045196	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	-0.824821425558547	0.71062331541386	0.571382843352887	0.449709933969933	0.563248117079795	0.419199274493315	8	0	1.22515810725746	0	0.539638866040004	0.744902431617745	1.54680939617797	0.741834401735823	0	0	2	0	1	1	2	2	0
+Nol8	0.919396384338302	1.01112351011483	0.568696292326813	0.450777440616212	0.563966074279713	0.966274964247411	14	2.25846011115444	0	2.13024780684514	0	0	0	0.741834401735823	1.45070449119788	6	0	4	0	0	0	2	2
+Gm6225	1.15629829223457	0.715363145236353	0.565881659005822	0.45190009216295	0.564250291227706	1.64779454565928	8	0	1.83773716088618	0	1.61891659812001	0	0	0	1.45070449119788	0	3	0	3	0	0	0	2
+Mir5100	0.634371747631053	1.19957551550219	0.565097228464408	0.452213751250949	0.564250291227706	0.274150038379573	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	1.04790925633361	0.433105255115748	0.5640098169877	0.45264912300755	0.564250291227706	0.663461772698723	4	0.752820037051481	0	0	0.539638866040004	0	0	0.370917200867911	0	2	0	0	1	0	0	1	0
+Rit1	0.932128699011501	0.699759638408082	0.563177748967027	0.452982705315144	0.564250291227706	0.746976702361511	8	1.50564007410296	0	1.06512390342257	0	0.744902431617745	0.773404698088987	0	0	4	0	2	0	1	1	0	0
+E130307A14Rik	-0.787865586338567	0.702504053127267	0.552974281991933	0.457104944418612	0.568764167482701	0.350823872063262	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	0.551706538402537	0.457621240690217	0.568786313319758	0.663043316795392	4	0	0.612579053628728	0.532561951711286	0.539638866040004	0	0	0	0.725352245598938	0	1	1	1	0	0	0	1
+2210015D19Rik	1.32252923445843	0.516071775763498	0.546950881606871	0.459566245593037	0.570582248336948	2.48306448453647	5	0	0	2.13024780684514	0	0.744902431617745	0	0	0	0	0	4	0	1	0	0	0
+Srsf7	1.03764046296736	0.708832099940444	0.541693684417194	0.461731655127361	0.572647628804695	1.24193177167318	8	0.376410018525741	0	2.66280975855643	0	0.744902431617745	0	0	0.725352245598938	1	0	5	0	1	0	0	1
+5031425E22Rik	0.498535620498972	1.96771163424586	0.536440885178772	0.463911493449226	0.57472639959345	0.252982478852469	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	1.01367621368447	0.445246636164444	0.533453125506082	0.465158700895323	0.575303543817171	0.663077788563546	4	0	0	1.06512390342257	0.539638866040004	0	0	0	0.725352245598938	0	0	2	1	0	0	0	1
+9530082P21Rik	1.01169974733699	0.445138693748276	0.531707232977313	0.465889986404089	0.575303543817171	0.663081202108138	4	0	0	1.59768585513386	0	0	0	0	0.725352245598938	0	0	3	0	0	0	0	1
+Mir1196	1.01169974733699	0.445138693748276	0.531707232977313	0.465889986404089	0.575303543817171	0.663081202108138	4	0	0	1.59768585513386	0	0	0	0	0.725352245598938	0	0	3	0	0	0	0	1
+Mir16-1	0.266648492919724	5.1191961069463	0.529826342904596	0.466679877673115	0.575655935594621	0.111810394452286	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	0.816620325270264	0.765101649582907	0.525082558727163	0.468681622958088	0.57750079027557	0.500951309834161	9	0	1.22515810725746	0.532561951711286	1.61891659812001	0	0.773404698088987	0.741834401735823	0	0	2	1	3	0	1	2	0
+E530011L22Rik	0.99273159832741	0.429763784898832	0.514597872167043	0.473155217746308	0.582384146114928	0.663567468077491	4	1.12923005557722	0	0	0	0	0	0.370917200867911	0	3	0	0	0	0	0	1	0
+Gm14005	-0.743600089397306	1.51935775446941	0.506630461192112	0.47660115300942	0.585993443516969	0.799146778701133	26	1.12923005557722	0	4.26049561369029	0	4.46941458970647	2.32021409426696	1.85458600433956	0.725352245598938	3	0	8	0	6	3	5	1
+Mipep	0.849945210941799	1.02339428099156	0.505232592929953	0.477209945029203	0.586110384583769	0.910437563766178	14	1.50564007410296	0	3.19537171026772	0	0.744902431617745	1.54680939617797	0.370917200867911	0	4	0	6	0	1	2	1	0
+Mir32	0.28934173400454	4.28014319858298	0.496866451013978	0.480880221758868	0.589983153792332	0.131147679115238	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	0.494579782900801	0.4818914498289	0.590588769339178	0.210014769305447	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	0.968968558356829	0.443481226280296	0.493286865567292	0.482464761169292	0.590656966195453	0.663133617448015	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	0.483662054745965	0.486768222055603	0.594215579190575	0.769784269377446	10	1.8820500926287	0	1.06512390342257	0	0.744902431617745	0	0.741834401735823	0	5	0	2	0	1	0	2	0
+Ccdc11	0.956980597772437	0.442268953988299	0.483450662749194	0.486863451693297	0.594215579190575	0.663171954256636	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	0.483294350757062	0.486933888293766	0.594215579190575	0.698756363898175	18	1.12923005557722	0	4.26049561369029	0.539638866040004	0.744902431617745	1.54680939617797	1.11275160260373	0	3	0	8	1	1	2	3	0
+Rtel1	0.94658164651125	0.442284978865184	0.474730398078529	0.490818975736775	0.59831672149109	0.663171447484812	4	0.376410018525741	0	1.06512390342257	0	0	0.773404698088987	0	0	1	0	2	0	0	1	0	0
+Gm19782	-1.01344700481197	0.514661419223208	0.473074388936205	0.49157619556565	0.598600255219217	1.1875923994569	5	0.752820037051481	0	0	0	1.48980486323549	0.773404698088987	0	0	2	0	0	0	2	1	0	0
+Snord22	-0.425699932620555	2.50457525888426	0.466991873713775	0.494374312045806	0.601365767637809	0.261532782026323	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	0.450038365435216	0.502316735791663	0.610376353075919	0.449595417916621	12	1.12923005557722	0	1.06512390342257	0	1.48980486323549	0.773404698088987	1.48366880347165	0	3	0	2	0	2	1	4	0
+6720483E21Rik	0.668114196124675	0.932462079307135	0.446606372538282	0.503950955195473	0.611710680721313	0.39436240949799	12	0.752820037051481	1.83773716088618	0	1.61891659812001	1.48980486323549	0.773404698088987	0.370917200867911	0	2	3	0	3	2	1	1	0
+3110056K07Rik	0.774357837071837	0.760592621264944	0.445050404526317	0.504694858848799	0.611962629061084	0.595983318966314	9	0.376410018525741	0.612579053628728	2.13024780684514	0	0	0.773404698088987	0.741834401735823	0	1	1	4	0	0	1	2	0
+Dos	0.906037352732158	0.438743954255937	0.441017032037908	0.506631985375272	0.613659336850516	0.663283431843788	4	0.752820037051481	0	0	0.539638866040004	0	0	0	0.725352245598938	2	0	0	1	0	0	0	1
+Gm3086	0.90409702260889	0.438636372882922	0.439485318828828	0.507370974685822	0.613902738193556	0.663286834204667	4	0.752820037051481	0	0.532561951711286	0	0	0	0	0.725352245598938	2	0	1	0	0	0	0	1
+Scarna9	0.441544176512902	2.49897911146477	0.437556569881781	0.508304158807166	0.614380344490441	0.306630303324145	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	0.89294246878891	0.439035668986502	0.43054683194297	0.511720748084911	0.617855421761782	0.663274206136928	4	0.752820037051481	0	0.532561951711286	0	0	0.773404698088987	0	0	2	0	1	0	0	1	0	0
+Rprl3	0.855488577637097	0.696717252050301	0.429308881107262	0.51232826471993	0.617935042331332	0.967076195510798	8	1.8820500926287	0	0	0.539638866040004	0.744902431617745	0.773404698088987	0	0	5	0	0	1	1	1	0	0
+Nup88	0.769486707048031	1.06525376477261	0.419034723562449	0.517419091792476	0.623416244704557	0.933078156192094	15	1.12923005557722	0	3.727933661979	0	0.744902431617745	0.773404698088987	1.11275160260373	0	3	0	7	0	1	1	3	0
+A930006I01Rik	-0.690362659847153	1.0377898621168	0.415246547377414	0.519318505393337	0.625044741195989	0.660766650161898	14	0.376410018525741	0.612579053628728	2.13024780684514	0	1.48980486323549	3.09361879235595	0.741834401735823	0	1	1	4	0	2	4	2	0
+Gm12216	0.73630187680471	1.02730494581993	0.411539537912105	0.521189129275997	0.626355613287831	0.803248038464695	14	1.8820500926287	0.612579053628728	0	2.15855546416002	1.48980486323549	1.54680939617797	0	0	5	1	0	4	2	2	0	0
+1700034H15Rik	0.849344671916336	0.650929067984208	0.410751681825148	0.521588227746467	0.626355613287831	0.919120637086146	7	0.376410018525741	1.83773716088618	0.532561951711286	0	0	1.54680939617797	0	0	1	3	1	0	0	2	0	0
+Ccdc77	0.826491848870139	0.647111521913666	0.409658257226869	0.522143011452968	0.626355613287831	0.819697320949885	7	0.752820037051481	1.83773716088618	0	0	0.744902431617745	0	0	0.725352245598938	2	3	0	0	1	0	0	1
+Mir4660	0.660515187199725	1.51298056614054	0.408752324272715	0.522603456485552	0.626355613287831	0.750007966574541	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	-0.713716061202647	0.512097308228887	0.402297500317457	0.525905111095416	0.629651344973631	0.12053648375969	5	0.376410018525741	0	0.532561951711286	0	0.744902431617745	0.773404698088987	0.370917200867911	0	1	0	1	0	1	1	1	0
+1110002L01Rik	0.846176006495195	0.435560759771216	0.39408789555009	0.530158419059225	0.634078360740645	0.663384107016639	4	1.12923005557722	0	0	0	0.744902431617745	0	0	0	3	0	0	0	1	0	0	0
+Mir25	0.145604741062039	10.3816441963585	0.380767984872676	0.537192510200265	0.641818486008903	0.0530428606373541	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	0.222229676506932	5.67030809838154	0.379712947038573	0.537756902267458	0.64182073795729	0.113106642748892	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	0.458218049855568	2.45239491191107	0.37790332570209	0.538727482374543	0.642307269999325	0.410441267339356	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	0.561947709067622	1.67571193934247	0.374089972646132	0.540783279579094	0.644085304801405	0.582380880878287	32	3.38769016673167	0	3.19537171026772	2.69819433020002	1.48980486323549	0	2.96733760694329	1.45070449119788	9	0	6	5	2	0	8	2
+Mir491	-0.697207862376865	0.515434392986584	0.371905577942818	0.541967392785611	0.644822518423757	0.184978613504818	5	0	0	0.532561951711286	0.539638866040004	0.744902431617745	0.773404698088987	0.370917200867911	0	0	0	1	1	1	1	1	0
+Rbm7	0.641714768580038	1.02054418900719	0.365437162785524	0.545501971587546	0.648040962632862	0.605460510436625	14	0.752820037051481	0	2.66280975855643	1.07927773208001	1.48980486323549	0	1.11275160260373	0	2	0	5	2	2	0	3	0
+Snord1b	0.456375724118481	1.83167888209148	0.363824059718125	0.546390082959052	0.648040962632862	0.341132237057721	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	-0.820368368871952	0.508306679505791	0.363540455928995	0.546546501578787	0.648040962632862	0.835485393774012	5	0.752820037051481	0	0	0	0	0	0.370917200867911	1.45070449119788	2	0	0	0	0	0	1	2
+4930526I15Rik	-0.70553102850489	0.693461096792201	0.362819882505525	0.546944300627035	0.648040962632862	0.676401693384515	8	0.376410018525741	0	0	1.07927773208001	0	0	1.48366880347165	0.725352245598938	1	0	0	2	0	0	4	1
+Mir501	0.370692293946042	4.88663909505449	0.358279408405801	0.549463364237612	0.65035030974597	0.346915893202848	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	0.557222036308679	1.0703145305506	0.34605502688451	0.556354824066831	0.657824719440677	0.404282501174662	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	0.661114143917773	0.578973377602091	0.341969619505603	0.558694520626501	0.659907296102317	0.230098863641556	6	0.376410018525741	1.22515810725746	0.532561951711286	0	0	0	0.370917200867911	0.725352245598938	1	2	1	0	0	0	1	1
+B230208H11Rik	-0.257641378968129	4.19913910247094	0.338838809387722	0.560500251183244	0.661355518717768	0.155998438665841	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	-0.51844422623232	1.49149896858914	0.335446183077206	0.562469640215724	0.662993656493947	0.511495095617011	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	0.33318409309616	0.563790166633985	0.663285158759039	0.19520967200011	6	0.376410018525741	0	1.06512390342257	0.539638866040004	0	0	0.370917200867911	0.725352245598938	1	0	2	1	0	0	1	1
+9430060I03Rik	0.664483113006599	0.819342119968741	0.333031290120102	0.563879582818815	0.663285158759039	0.674165310242138	10	1.50564007410296	0.612579053628728	0.532561951711286	0.539638866040004	2.23470729485323	0	0	0	4	1	1	1	3	0	0	0
+AF357425	-0.513876393721297	0.88492924881942	0.331934432545256	0.56452223816214	0.663357233514934	0.162823883575834	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	0.250440008204915	5.00200324437406	0.325257925708765	0.568464826089262	0.666744788250525	0.166055961721476	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	0.675511189637043	0.766015368676437	0.324834778135718	0.56871650474309	0.666744788250525	0.683934643006601	9	0.376410018525741	0.612579053628728	2.13024780684514	0	1.48980486323549	0	0.370917200867911	0	1	1	4	0	2	0	1	0
+9530052E02Rik	0.490682084709432	0.877279201971865	0.324093158494372	0.569158127744094	0.666744788250525	0.0868354918104817	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	-0.850027143372103	0.521134526805219	0.316910282155049	0.573470395465571	0.67056054185408	1.39379707179662	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	0.316711268339857	0.573590787773516	0.67056054185408	0.21494600812717	7	0	0.612579053628728	1.06512390342257	0	0.744902431617745	0.773404698088987	0.370917200867911	0.725352245598938	0	1	2	0	1	1	1	1
+Snord98	0.244984547632527	5.22202332463771	0.308707372185	0.578474478658959	0.675577666478887	0.171626474966113	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	0.511913356903781	1.17412597773582	0.307059431962727	0.579490266081234	0.676071977094773	0.409017138030022	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	0.599378993055639	0.942163250327604	0.292634469267814	0.588537225573456	0.685925407946183	0.657883278469512	12	0	0.612579053628728	2.13024780684514	1.61891659812001	0.744902431617745	1.54680939617797	0	0.725352245598938	0	1	4	3	1	2	0	1
+Ankzf1	0.713752444229503	1.20395445542396	0.291516552047776	0.589250323200598	0.686055733440697	1.35189562135173	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	0.290183615270322	0.590102889330486	0.686348008895091	0.196246724605391	9	0.376410018525741	0	1.06512390342257	0.539638866040004	1.48980486323549	0	0.741834401735823	0.725352245598938	1	0	2	1	2	0	2	1
+Mir409	-0.286784513316351	3.11744072368069	0.287568920929397	0.591782651254287	0.68760081983823	0.205472282220305	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	0.673619949630601	0.637644696631125	0.283582740565619	0.594362519355705	0.689895864277578	0.816410596659737	7	1.50564007410296	0	0	0.539638866040004	0.744902431617745	0	0	0.725352245598938	4	0	0	1	1	0	0	1
+Mir1965	-0.650016077068414	0.517097070529987	0.273440221786	0.601033322788311	0.696929899696609	0.534133811568219	5	0	1.22515810725746	0	0	0.744902431617745	0	0.370917200867911	0.725352245598938	0	2	0	0	1	0	1	1
+Mir130a	0.115800453755846	9.55311460630384	0.270932599831488	0.602706861532481	0.698160943155899	0.0467711706453168	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	0.665267368708226	0.577139553751261	0.268376017886015	0.604423239301938	0.699439062924453	0.691218081573687	6	0.376410018525741	0	0	1.61891659812001	0	0	0.370917200867911	0.725352245598938	1	0	0	3	0	0	1	1
+Gm20757	-0.776009741830897	0.523311479221059	0.258426740348906	0.61120307112183	0.706568089311052	1.49415445918375	5	0	1.22515810725746	0	0	1.48980486323549	0.773404698088987	0	0	0	2	0	0	2	1	0	0
+1700020I14Rik	0.511677459522811	1.69333530858258	0.254378807586672	0.614008562099227	0.709092883962771	0.771834063324729	32	2.25846011115444	0	6.39074342053543	1.07927773208001	2.97960972647098	0	2.22550320520747	1.45070449119788	6	0	12	2	4	0	6	2
+2810454H06Rik	-0.461485550939025	1.20689195772609	0.23323187017155	0.629137731511447	0.72583028478722	0.521341567714164	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	0.173458580751626	5.86912357899905	0.231196354472224	0.630638165130774	0.726826410519407	0.115128647138331	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	0.572573094935686	0.570431043572058	0.226028152067893	0.634484662341414	0.730410992206191	0.496548467920854	6	1.12923005557722	0	0.532561951711286	0	0	0	0.370917200867911	0.725352245598938	3	0	1	0	0	0	1	1
+Mtf2	0.575650228675496	1.04697625812409	0.225303007888383	0.635028662812043	0.730410992206191	1.02411397250782	15	3.38769016673167	0	0.532561951711286	0	0.744902431617745	0	1.11275160260373	0.725352245598938	9	0	1	0	1	0	3	1
+BB283400	0.726460019576606	0.5804200497188	0.21670413856331	0.641562756562936	0.737183388961037	1.67005291583137	6	0	0	2.13024780684514	0	0	0.773404698088987	0.370917200867911	0	0	0	4	0	0	1	1	0
+Mir30a	-0.144964375088855	15.2335016708516	0.206342533329803	0.649649318331344	0.745724217521191	0.0978062674345588	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	0.186988665025616	4.54109183809289	0.20351952836825	0.651894857321752	0.747492257888304	0.139129965648704	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	0.186922341960334	4.54109183809289	0.202762999831023	0.652499814948949	0.747492257888304	0.139630734400824	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	-0.194692711895539	6.99334996494852	0.198336213024067	0.656067171821859	0.750825118403953	0.179266255972064	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	0.367184940707723	0.971678040002798	0.193385701749604	0.660113540317511	0.754698947397075	0.136537230069917	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	-0.42920669730497	0.87441154659201	0.192309031467414	0.661001739040633	0.754957942187549	0.360193019307998	11	0.376410018525741	0.612579053628728	1.06512390342257	0.539638866040004	0	2.32021409426696	1.11275160260373	0	1	1	2	1	0	3	3	0
+Snora34	0.358682265772185	1.52841029171095	0.185787199597183	0.666446271529441	0.759968739306732	0.387468698334602	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	-0.557300163868706	0.509352619513514	0.185461599828116	0.666721041232286	0.759968739306732	0.794534003981227	5	0	0	0	1.07927773208001	0	0	0.741834401735823	0.725352245598938	0	0	0	2	0	0	2	1
+1700012D14Rik	0.457698980801941	1.05239914943821	0.183399811068393	0.668467631053436	0.760593811022909	0.652669637534749	15	1.8820500926287	1.22515810725746	1.06512390342257	0	0	0	1.85458600433956	0.725352245598938	5	2	2	0	0	0	5	1
+A330093E20Rik	0.480065748086362	0.764399165276152	0.183241026009526	0.668602622660804	0.760593811022909	0.58143065526178	9	1.12923005557722	0	1.59768585513386	0	0.744902431617745	0.773404698088987	0	0.725352245598938	3	0	3	0	1	1	0	1
+Rmrp	0.128965282662926	7.72861317232106	0.181233574113241	0.670315262787053	0.761617791478779	0.085477814742037	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	0.578283481746906	0.587588586573705	0.180623738387893	0.670837756736348	0.761617791478779	0.996774122217943	6	0	0.612579053628728	0	1.61891659812001	0.744902431617745	0.773404698088987	0	0	0	1	0	3	1	1	0	0
+Mir5113	0.409003956145711	0.702470798890555	0.174613169298516	0.676044064131219	0.766765683075269	0.128682773928578	8	0.752820037051481	0	1.06512390342257	0.539638866040004	0.744902431617745	0	0.370917200867911	0.725352245598938	2	0	2	1	1	0	1	1
+Mrpl15	0.354486187264429	1.12264014244871	0.171526446668704	0.678758754129772	0.76908017722152	0.274555190522228	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	0.46428598367279	1.33471701593054	0.162117615112983	0.687214316569815	0.777237358091638	0.998582172412714	22	4.14051020378315	0	1.59768585513386	0	0	0.773404698088987	1.85458600433956	1.45070449119788	11	0	3	0	0	1	5	2
+4930414L22Rik	0.421818487080384	0.70562654711203	0.162001611622868	0.687320328058249	0.777237358091638	0.283945909548244	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	-0.199757727758102	3.35566743436828	0.156402721030534	0.692490273503911	0.782099392679349	0.185695331099322	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	0.363802711710715	0.972594427097247	0.155734513161715	0.693114402367356	0.782099392679349	0.298925738978438	13	1.50564007410296	1.22515810725746	0	1.07927773208001	1.48980486323549	0	0.741834401735823	0.725352245598938	4	2	0	2	2	0	2	1
+Mir425	0.138494139070515	6.73818262398074	0.155134413551104	0.693676236101228	0.782099392679349	0.113421136376822	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	0.55029772424215	1.22711792259108	0.153607450023317	0.695111514735944	0.782943966746014	1.60884942941964	18	0	0	3.19537171026772	3.23783319624003	0	1.54680939617797	0	2.90140898239575	0	0	6	6	0	2	0	4
+A930011G23Rik	-0.379444849905303	0.940040830807948	0.151556010879312	0.697052791498954	0.784272720012762	0.353652103012618	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	0.20966239542092	3.62466456414292	0.150911392013287	0.69766591657577	0.784272720012762	0.231537803675842	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	0.397250919216445	0.702304342518726	0.145452195377215	0.702919849083779	0.789401129728929	0.28053193718388	8	0.752820037051481	0	1.06512390342257	0.539638866040004	0	0	0.370917200867911	1.45070449119788	2	0	2	1	0	0	1	2
+4931440J10Rik	0.323591494428645	1.07992975464348	0.144214423791992	0.704126737968011	0.789978965606195	0.229533852705902	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	-0.0806673115388228	9.51989631970164	0.142952062851338	0.705363722264059	0.790589397940365	0.0429444567890728	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	0.140147572392052	0.708134349437508	0.792915890783314	0.487315637252735	8	0.376410018525741	0	1.59768585513386	0.539638866040004	0	0	0.370917200867911	1.45070449119788	1	0	3	1	0	0	1	2
+Snora43	-0.429522010111272	0.637007839147179	0.137234620707105	0.711045798836049	0.795395349482286	0.611552502796935	7	0.376410018525741	1.22515810725746	0	0	0.744902431617745	0	1.11275160260373	0	1	2	0	0	1	0	3	0
+Rbm18	-0.454724526391826	0.943259220896963	0.135932632985204	0.712358482950568	0.796083280163171	0.980236341917647	12	0.376410018525741	0	1.59768585513386	1.07927773208001	1.48980486323549	3.09361879235595	0	0	1	0	3	2	2	4	0	0
+Cyp4f41-ps	0.526168458354573	0.507984402269386	0.133895511758039	0.714426744637496	0.797613420382958	0.90631890048976	5	0	0.612579053628728	1.06512390342257	0	0	0	0.741834401735823	0	0	1	2	0	0	0	2	0
+9330020H09Rik	0.439602635166319	0.576168455579699	0.131224768537169	0.717165521705854	0.799888426457849	0.639400571737768	6	1.12923005557722	0	0.532561951711286	0	0.744902431617745	0	0	0.725352245598938	3	0	1	0	1	0	0	1
+Mir219-1	0.201764027807474	2.81841724977799	0.12548019737958	0.723165142768157	0.805761674124267	0.222536217519915	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	0.395663453487048	0.87276342497791	0.124839552797677	0.723843747570003	0.805761674124267	0.67638044181286	11	1.12923005557722	0	2.13024780684514	0	0	0.773404698088987	0.370917200867911	1.45070449119788	3	0	4	0	0	1	1	2
+Tk2	0.347626573296405	0.820006525365917	0.120804184452138	0.728163918137773	0.809294812466653	0.304584813392699	10	0.376410018525741	0.612579053628728	0.532561951711286	1.61891659812001	1.48980486323549	0	0.741834401735823	0	1	1	1	3	2	0	2	0
+Mir187	-0.22015912557185	2.76113845437296	0.120552287254329	0.72843625977498	0.809294812466653	0.293671244832773	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	-0.181895910023802	4.54857568249611	0.113429054537682	0.736273476696104	0.817206261585851	0.255444502436103	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	0.0935841111512622	7.44718365579125	0.112664589646716	0.737130694723878	0.817362607074776	0.0712583601047463	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	0.356530102061702	0.700902916845484	0.109824556779557	0.74034396385002	0.820128604614439	0.388542539016462	8	1.12923005557722	0.612579053628728	0.532561951711286	0	0	1.54680939617797	0.370917200867911	0	3	1	1	0	0	2	1	0
+Mir669a-1	-0.282841976476736	1.02913129033703	0.104306295762486	0.746721860700429	0.825961375739553	0.250623912051666	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	0.10691804578271	6.47799654504875	0.104020597004281	0.747057090064171	0.825961375739553	0.0993022410381055	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	0.425364547798013	0.705776351352618	0.1026909716117	0.748623952822721	0.826892478384051	1.06614869073738	8	0.376410018525741	0	0	2.15855546416002	0	0	0.370917200867911	1.45070449119788	1	0	0	4	0	0	1	2
+Gm10033	0.446605568438783	0.795097543606531	0.0981895104323094	0.75401320570929	0.832039717325242	1.46176677300876	10	1.8820500926287	0	0.532561951711286	0	0	0	1.48366880347165	0	5	0	1	0	0	0	4	0
+Mir667	-0.4125649978383	0.582911301651855	0.0971422364121199	0.755286394390143	0.832639397100631	0.753494772671829	6	0.752820037051481	0.612579053628728	0	0	0	0.773404698088987	0	1.45070449119788	2	1	0	0	0	1	0	2
+4930429F24Rik	0.372517002600183	0.716762658399084	0.0943811879277181	0.758679565760408	0.835572764992882	0.745918087137385	8	0	1.22515810725746	1.59768585513386	0	0.744902431617745	0.773404698088987	0	0.725352245598938	0	2	3	0	1	1	0	1
+Snord88a	-0.116579002052208	5.40848950651294	0.0915722883193331	0.76218775231403	0.838627025448706	0.128668821063436	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	-0.26473132762471	1.35813176879128	0.085893819044049	0.769463699389677	0.845018366485607	0.476932540601757	22	1.8820500926287	0	2.13024780684514	1.07927773208001	1.48980486323549	0	1.85458600433956	2.90140898239575	5	0	4	2	2	0	5	4
+Snhg9	-0.26473349096456	1.35813176879128	0.0858830645434763	0.769477723732292	0.845018366485607	0.477052525751055	22	1.8820500926287	0	2.13024780684514	1.07927773208001	1.48980486323549	0	1.85458600433956	2.90140898239575	5	0	4	2	2	0	5	4
+Snora75	0.340239733242681	0.803580132003168	0.0837770977297607	0.77224259482451	0.847239231437275	0.73660805329414	10	1.50564007410296	0	1.06512390342257	0	0	0	1.11275160260373	0.725352245598938	4	0	2	0	0	0	3	1
+Gm11747	0.242704774785282	0.921496479498808	0.0796925124372807	0.777714541494161	0.851058778862465	0.131665348739081	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	0.218731838517834	1.48404740864424	0.0794784379816886	0.778005463346698	0.851058778862465	0.293959292898116	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	0.341735189451036	0.50379538111903	0.0794570931045415	0.778034493679824	0.851058778862465	0.265951097280125	5	0.376410018525741	0	0.532561951711286	0.539638866040004	0	0	0.741834401735823	0	1	0	1	1	0	0	2	0
+Gm13483	-0.405259819671297	0.441450511506885	0.0788340733649076	0.778883699912491	0.851058778862465	0.663197836850272	4	0.752820037051481	0	0	0	0.744902431617745	0.773404698088987	0	0	2	0	0	0	1	1	0	0
+Cdh23	0.259325213039656	1.01902545028967	0.0778130211141939	0.780283308337702	0.851058778862465	0.323423403817609	14	0.752820037051481	1.22515810725746	1.59768585513386	0.539638866040004	0	0	1.48366880347165	1.45070449119788	2	2	3	1	0	0	4	2
+4921531C22Rik	0.364921908940289	0.515191961700188	0.0777501959057494	0.78036974848368	0.851058778862465	0.563424790023917	5	0	1.22515810725746	0	0.539638866040004	0	0.773404698088987	0.370917200867911	0	0	2	0	1	0	1	1	0
+4930526L06Rik	-0.400926323794431	0.441282103013107	0.0773326077835055	0.780945259832604	0.851058778862465	0.663203162665824	4	0.752820037051481	0	0	0	0	0.773404698088987	0	0.725352245598938	2	0	0	0	0	1	0	1
+4930565N06Rik	-0.275692016771903	0.704972067181646	0.0745521979400161	0.784820558538014	0.853759421766179	0.187746764272001	8	0.752820037051481	0	1.06512390342257	0	0.744902431617745	0.773404698088987	0.370917200867911	0.725352245598938	2	0	2	0	1	1	1	1
+Gm16039	0.203635382066304	1.53814985640646	0.0744816256008043	0.784919924130343	0.853759421766179	0.266864141711064	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	-0.390597471075805	0.440882265837424	0.073819783748645	0.785854266766057	0.853961636552449	0.663215807320349	4	0.752820037051481	0	0	0	0	0	0	1.45070449119788	2	0	0	0	0	0	0	2
+Fance	0.500843331601474	0.585954539136612	0.0720524697545653	0.78837149692123	0.855270402132738	3.124339363091	6	0	0	2.13024780684514	0	1.48980486323549	0	0	0	0	0	4	0	2	0	0	0
+E230016M11Rik	0.342721174693478	0.513769470217108	0.0717982032818814	0.788736368472031	0.855270402132738	0.488493855150857	5	0	0.612579053628728	1.06512390342257	0	0.744902431617745	0	0.370917200867911	0	0	1	2	0	1	0	1	0
+1700086O06Rik	0.236269656222048	1.48883272976725	0.0714012436871725	0.789307391275875	0.855270402132738	0.475993254072284	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	0.352471611631002	0.500477705690642	0.0701446217076507	0.791126327458405	0.856428026214459	0.646696111281133	5	0.752820037051481	0	0.532561951711286	0	0	0	0.741834401735823	0	2	0	1	0	0	0	2	0
+A230020J21Rik	-0.26702678833372	0.705749087999938	0.0694037210226259	0.792206947588702	0.856784954690719	0.20358355520215	8	0.752820037051481	0.612579053628728	0	0.539638866040004	0.744902431617745	0	0.370917200867911	1.45070449119788	2	1	0	1	1	0	1	2
+4930583K01Rik	-0.311376486734374	0.585998814634588	0.066941594503537	0.795843001811579	0.859902334343761	0.427642087614707	6	0.376410018525741	0.612579053628728	0	0.539638866040004	0.744902431617745	0	0	1.45070449119788	1	1	0	1	1	0	0	2
+Snord70	0.145331626973595	2.86064497684293	0.0657897222156478	0.797568584790053	0.860951518680654	0.222052907955902	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	0.339569541187172	1.2096566695747	0.064981287366308	0.798789310911968	0.861454256853077	1.44007572113629	18	2.25846011115444	0	3.19537171026772	0	2.23470729485323	2.32021409426696	0	0	6	0	6	0	3	3	0	0
+AI450353	0.340558451478882	0.910101618432891	0.063246612062132	0.801436227172968	0.863492667803925	1.43735572039671	12	3.01128014820593	0	0	0	0.744902431617745	0	0.370917200867911	1.45070449119788	8	0	0	0	1	0	1	2
+Abhd10	-0.276151496509402	0.585317127970325	0.0624086266547552	0.802728728192441	0.863759655420483	0.171774391618725	6	0.376410018525741	0	0.532561951711286	0.539638866040004	0.744902431617745	0.773404698088987	0	0.725352245598938	1	0	1	1	1	1	0	1
+Mir5114	-0.308027420198161	0.576749028964489	0.0613324248443501	0.804402249121322	0.863759655420483	0.546573167112509	6	0.752820037051481	0	0	0.539638866040004	0	1.54680939617797	0.370917200867911	0	2	0	0	1	0	2	1	0
+Svip	-0.350973217175863	0.444935973798038	0.0605317094627615	0.805657517222393	0.863759655420483	0.663087612872245	4	0.376410018525741	0	0.532561951711286	0	0	1.54680939617797	0	0	1	0	1	0	0	2	0	0
+Mir3473	-0.272529890056161	0.586398376437974	0.0604269268049213	0.805822433361309	0.863759655420483	0.185359945015693	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	0.0596401678006564	0.807065576372413	0.863759655420483	0.210448917094858	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	0.227524210048923	1.08130128376378	0.0593307770828053	0.807556818003022	0.863759655420483	0.410864247283655	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	-0.282927454068442	0.707964870962573	0.0590387697299386	0.808021704992552	0.863759655420483	0.57947688717992	8	0.376410018525741	0	1.59768585513386	0	0	0.773404698088987	0.370917200867911	1.45070449119788	1	0	3	0	0	1	1	2
+B230319C09Rik	-0.344937059890468	0.444704025045226	0.0587065080967655	0.808552161679303	0.863759655420483	0.663094947958413	4	0.376410018525741	0	0.532561951711286	0	0.744902431617745	0.773404698088987	0	0	1	0	1	0	1	1	0	0
+2310010J17Rik	-0.34310955213697	0.802996102846669	0.0584115673321559	0.809024368576825	0.863759655420483	1.47638377658757	10	1.8820500926287	0	0	0	1.48980486323549	0	1.11275160260373	0	5	0	0	0	2	0	3	0
+Gm10433	-0.342785645739389	0.444811958880092	0.0580500029918296	0.809604966160125	0.863759655420483	0.663091534687487	4	0.376410018525741	0	0	0.539638866040004	0.744902431617745	0.773404698088987	0	0	1	0	0	1	1	1	0	0
+2610035D17Rik	-0.340603774495524	0.444535312857616	0.0574097330026992	0.810637819798016	0.863759655420483	0.663100283267538	4	0.376410018525741	0	0.532561951711286	0	0	0.773404698088987	0	0.725352245598938	1	0	1	0	0	1	0	1
+1700007J10Rik	0.31576310409063	0.642271288008478	0.0573291362326076	0.810768265517386	0.863759655420483	0.825778513949122	7	0	0.612579053628728	1.59768585513386	0	0	0	0.741834401735823	0.725352245598938	0	1	3	0	0	0	2	1
+Gm10548	-0.219560840499605	0.703615641790463	0.0554878370826657	0.813775229792994	0.866154419024073	0.0594854790099508	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	0.281569792976704	0.50929338696675	0.0545302073589191	0.815359940278172	0.867032331647152	0.336468455814993	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	0.049311618623209	0.824265466830191	0.875686124444364	0.270900876411097	8	0.752820037051481	0.612579053628728	0.532561951711286	0	0	1.54680939617797	0.741834401735823	0	2	1	1	0	0	2	2	0
+Mir423	-0.0744500249085479	8.84921671367008	0.0477299944992389	0.827061408335607	0.877839132010165	0.110378535571433	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	0.301433033904942	0.627241496694233	0.0452689227626708	0.83151030578685	0.880712988936908	1.1339324847852	7	1.12923005557722	0.612579053628728	0	0	0	0	1.11275160260373	0	3	1	0	0	0	0	3	0
+Gm7367	0.248315611787722	0.506240872372134	0.0451945925355544	0.8316466170932	0.880712988936908	0.282626853737893	5	0.752820037051481	0	0.532561951711286	0	0.744902431617745	0	0.370917200867911	0	2	0	1	0	1	0	1	0
+Mir5129	-0.221316550567267	0.712411651231399	0.0446696870571808	0.83261257374908	0.880712988936908	0.320432296498945	8	0	0.612579053628728	0.532561951711286	1.07927773208001	0	0.773404698088987	0.370917200867911	1.45070449119788	0	1	1	2	0	1	1	2
+Lmf1	-0.225487960478568	0.97883425965457	0.0445376198782759	0.832856542561721	0.880712988936908	0.558630351034666	13	1.50564007410296	0	1.59768585513386	0	0.744902431617745	2.32021409426696	0.370917200867911	0.725352245598938	4	0	3	0	1	3	1	1
+Rhno1	-0.289809107838437	0.448195063662935	0.0427642768364294	0.836169763254006	0.883397870252612	0.662984547299375	4	0	0	1.06512390342257	0	0	1.54680939617797	0	0	0	0	2	0	0	2	0	0
+Mdp1	-0.246852882614077	0.579048510757911	0.0401952105453862	0.841099385969895	0.887184784708128	0.578850144736575	6	0.376410018525741	0	1.06512390342257	0	0	0	0.370917200867911	1.45070449119788	1	0	2	0	0	0	1	2
+4930452A19Rik	-0.277343300032949	0.435635447316297	0.0395376746856142	0.842387257879236	0.887184784708128	0.663381744779537	4	0.752820037051481	0	0	0	0	0.773404698088987	0.370917200867911	0	2	0	0	0	0	1	1	0
+Mir20b	-0.277343300032949	0.435635447316297	0.0395376746856142	0.842387257879236	0.887184784708128	0.663381744779537	4	0.752820037051481	0	0	0	0	0.773404698088987	0.370917200867911	0	2	0	0	0	0	1	1	0
+4930555B11Rik	0.136762824649001	2.39033698550999	0.0392954843817712	0.842864422983007	0.887184784708128	0.336389297324335	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	-0.269112364005017	0.447392391552775	0.0376139194800551	0.846220448676115	0.889076917071314	0.663009931310973	4	0	0	1.06512390342257	0	0	0	0	1.45070449119788	0	0	2	0	0	0	0	2
+Cd22	-0.269112364005017	0.447392391552775	0.0376139194800551	0.846220448676115	0.889076917071314	0.663009931310973	4	0	0	1.06512390342257	0	0	0	0	1.45070449119788	0	0	2	0	0	0	0	2
+Ppifos	0.248620894603687	1.07213176442027	0.0362286858148835	0.849044007385751	0.891222826519909	1.30513118664635	15	1.12923005557722	0	3.19537171026772	0	0	0	0.741834401735823	2.90140898239575	3	0	6	0	0	0	2	4
+Rbmx	0.0986438999749744	4.04533361891745	0.0351385203591095	0.851305694435457	0.892775549035714	0.231893714397037	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	-0.186800122590262	0.574544504406253	0.0317659246695001	0.858542368435858	0.898715157487363	0.156379445413877	6	0.376410018525741	0.612579053628728	0.532561951711286	0	0	0	0.741834401735823	0.725352245598938	1	1	1	0	0	0	2	1
+4930527F14Rik	-0.24428103506993	0.448591927059054	0.0317648588182369	0.858544716618077	0.898715157487363	0.662971996634328	4	0	0.612579053628728	0	0.539638866040004	0	0	0	1.45070449119788	0	1	0	1	0	0	0	2
+Mir376b	-0.158192220319779	1.94229985404655	0.0291620904822585	0.864405315323923	0.904020591003296	0.661049460546989	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	-0.227998019592194	0.449745032994211	0.0281794627865608	0.866687599979336	0.904817325469295	0.662935529585305	4	0	1.22515810725746	0	0	0.744902431617745	0	0	0.725352245598938	0	2	0	0	1	0	0	1
+Mir1966	-0.168385030472092	0.694856549428838	0.0281514991045873	0.866753143503891	0.904817325469295	0.282676636878928	8	0.752820037051481	0.612579053628728	0.532561951711286	0	0	0.773404698088987	1.11275160260373	0	2	1	1	0	0	1	3	0
+Mir541	-0.0771686464735477	6.66411334271104	0.0276499777686858	0.867934381831919	0.905222239186673	0.201614530593495	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	-0.153440953029659	0.817265649192632	0.0272545555970316	0.868873507395072	0.905374129623541	0.260143808082556	10	0.376410018525741	1.22515810725746	0.532561951711286	0.539638866040004	0	0	1.11275160260373	1.45070449119788	1	2	1	1	0	0	3	2
+Mir598	0.117106193593944	2.01449875553177	0.0265919621605635	0.870462988759268	0.90572735890301	0.318163899000955	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	-0.208341414352939	0.834692809796765	0.0264525099116115	0.870800098787556	0.90572735890301	1.08109841309526	10	0	2.45031621451491	0.532561951711286	0	0.744902431617745	2.32021409426696	0.370917200867911	0	0	4	1	0	1	3	1	0
+Gm15545	-0.217022286505151	0.43887938549888	0.0257098809174789	0.872610879912088	0.906784165737425	0.663279148717022	4	0.376410018525741	0	0.532561951711286	0	0	0.773404698088987	0.370917200867911	0	1	0	1	0	0	1	1	0
+Mir147	-0.214870858659419	0.438986983809201	0.0252765020853651	0.873680018168807	0.907069063449144	0.663275745839563	4	0.376410018525741	0	0	0.539638866040004	0	0.773404698088987	0.370917200867911	0	1	0	0	1	0	1	1	0
+Gm5095	-0.211230984542268	0.438648247953698	0.0245845189775671	0.875406798183938	0.907639457476068	0.663286458644096	4	0.376410018525741	0	0.532561951711286	0	0.744902431617745	0	0.370917200867911	0	1	0	1	0	1	0	1	0
+Mir18	-0.09904618111702	2.43255748654297	0.0244202462369061	0.875820370447985	0.907639457476068	0.262434880797944	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	0.246751251689773	0.623026703715629	0.021644951920698	0.883035540149543	0.913456047408021	2.19651377696506	7	1.50564007410296	0	0	0	0	0	1.11275160260373	0	4	0	0	0	0	0	3	0
+Plscr3	-0.194781611758839	0.439965845826999	0.0214241887193065	0.883629276882342	0.913456047408021	0.663244788948983	4	0.376410018525741	0.612579053628728	0	0	0	0.773404698088987	0.370917200867911	0	1	1	0	0	0	1	1	0
+Ftx	0.0442562859858771	6.90323954909954	0.0213480502831525	0.883834773302765	0.913456047408021	0.0833237482571728	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	-0.0921399384667942	2.43383344256362	0.0208468626407154	0.88519691373511	0.913699658868852	0.275109743703655	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	0.0765324626137025	4.00249776431419	0.0206734656726466	0.885672061971035	0.913699658868852	0.236868929008775	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	0.167902116965802	0.515697023285334	0.0202799335549235	0.886758034631578	0.913993602090904	0.549541191684745	5	0.376410018525741	0	0	1.07927773208001	0.744902431617745	0.773404698088987	0	0	1	0	0	2	1	1	0	0
+Mirlet7g	0.0421573852939418	11.2520713569692	0.0161689790359105	0.898815900346968	0.925585687992681	0.105394399266193	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	-0.0949628221617816	1.65780389373413	0.0137976813222194	0.906492741283485	0.932316202413436	0.385874123779875	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	-0.147420769233856	0.429608186028715	0.0136518455727499	0.906985963785201	0.932316202413436	0.66357239009262	4	0.752820037051481	0	0	0	0	0	0.741834401735823	0	2	0	0	0	0	0	2	0
+Mir10a	-0.0474697256380123	14.9476035526803	0.0130438853993837	0.909071459233041	0.933618843370747	0.165973497988853	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	-0.141532389694495	0.441943990602939	0.0125841052378952	0.910681560216746	0.93443134910729	0.663182230938337	4	0	0	0	1.07927773208001	0	0	0.370917200867911	0.725352245598938	0	0	0	2	0	0	1	1
+Pfkfb2	0.105273545930285	1.33195915147488	0.0121131136690922	0.912362114767682	0.935314620799573	0.577808434849009	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	0.0780434196844491	2.02230388105404	0.010169282238599	0.919675203562429	0.941269119470948	0.417333073299858	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	-0.123279260083545	0.442816530704177	0.0101324286488609	0.919820392822179	0.941269119470948	0.663154637691565	4	0	0.612579053628728	0.532561951711286	0	0	0	0.370917200867911	0.725352245598938	0	1	1	0	0	0	1	1
+A930015D03Rik	0.0859151926929213	1.36572130390349	0.00942686840160789	0.922653285101637	0.943322041488322	0.492017118766544	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	-0.0668358501012109	5.69031492491042	0.00701387167050171	0.933256108339025	0.953308164382119	0.60189041106342	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	0.0969082615946592	0.644365940186003	0.00606852116740964	0.937907031828168	0.957202078100125	0.87570585131856	7	0.376410018525741	0	1.59768585513386	0	0	1.54680939617797	0.370917200867911	0	1	0	3	0	0	2	1	0
+Mir101a	0.0187463621453821	10.33617221496	0.00533099108497481	0.941795266280249	0.960311348369763	0.0629120870617446	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	0.0184637983551309	10.3369640511302	0.00517084903614773	0.942674633331049	0.960349782706006	0.062920227106964	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	0.0263848006973678	5.19330849849068	0.00482973042491786	0.9445946079939	0.961447321785049	0.122797096744261	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	0.0461015892262148	0.765417696099668	0.00275503640587133	0.95813950563393	0.974364684428088	0.0575915210815779	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	0.0560106917056318	1.03618949071648	0.00198539947999343	0.964459762605131	0.979600222217201	1.24067995254529	14	0.376410018525741	0	3.727933661979	0	1.48980486323549	0	0.370917200867911	2.17605673679681	1	0	7	0	2	0	1	3
+1500017E21Rik	0.0442484285848243	1.30258841717713	0.00181010011044869	0.96606402311823	0.979600222217201	0.889719238393225	20	1.50564007410296	0	3.727933661979	0.539638866040004	0.744902431617745	2.32021409426696	0	2.90140898239575	4	0	7	1	1	3	0	4
+Dio3os	-0.0496676415204486	0.773498972596457	0.00166750535258586	0.967427357317129	0.979600222217201	0.367416862910588	9	0.376410018525741	0	1.06512390342257	1.07927773208001	0.744902431617745	1.54680939617797	0	0.725352245598938	1	0	2	2	1	2	0	1
+6330549D23Rik	0.0365504895754985	0.766481265149971	0.00165505138189159	0.967549154353767	0.979600222217201	0.144795356612801	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	-0.0497984136905431	1.04049827004916	0.00165184486677905	0.96758058758877	0.979600222217201	0.760533853439203	14	0.752820037051481	0.612579053628728	2.66280975855643	0	2.23470729485323	1.54680939617797	0	0.725352245598938	2	1	5	0	3	2	0	1
+Gm4890	-0.0259416163380367	0.436081268353407	0.00151936462515234	0.968907109122493	0.98007359176309	0.663367644323302	4	0	0	1.06512390342257	0	0	0	0.741834401735823	0	0	0	2	0	0	0	2	0
+5430402O13Rik	-0.0215659699049333	0.436296133284018	0.00131072419039668	0.971119756290488	0.980573134449068	0.66336084861507	4	0	0	0	1.07927773208001	0	0	0.741834401735823	0	0	0	0	2	0	0	2	0
+Gm6297	-0.0215659699049333	0.436296133284018	0.00131072419039668	0.971119756290488	0.980573134449068	0.66336084861507	4	0	0	0	1.07927773208001	0	0	0.741834401735823	0	0	0	0	2	0	0	2	0
+G730013B05Rik	-0.0385365765720963	1.01651726367811	0.000926357662148547	0.975719235170337	0.983633409630645	0.703663961483763	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	0.000914530335813346	0.975874688608142	0.983633409630645	0.461988777734778	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	0.00783986907310383	10.6424503554937	0.000668429572201035	0.979373786499111	0.986289047127525	0.0880041428130113	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	-0.0011092316730465	0.437273490728585	0.00054275250380531	0.981413325432899	0.987471432380016	0.663329937374097	4	0	0.612579053628728	0	0.539638866040004	0	0	0.741834401735823	0	0	1	0	1	0	0	2	0
+Mir877	0.0169238059397901	2.07117778204749	0.000493226392977775	0.982281477037185	0.987474154448835	0.411290532451564	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	0.00692268187132084	3.52904314853656	0.000229292382525781	0.987918571764677	0.991638607573432	0.145210168895582	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	-0.0208372088988242	1.01574105327976	0.000220136486121625	0.988162223322517	0.991638607573432	0.682420434692774	14	2.25846011115444	0	1.06512390342257	0	1.48980486323549	0	0.741834401735823	1.45070449119788	6	0	2	0	2	0	2	2
+Zfp821	0.0194908209613808	0.438251386312134	0.000105716899237329	0.991796397330917	0.994410974828274	0.663299009834018	4	0	1.22515810725746	0	0	0	0	0.741834401735823	0	0	2	0	0	0	0	2	0
+Snord7	-0.00363412912961608	0.808396104681926	2.65747690626483e-05	0.99588686572452	0.997635569615169	1.23423123101037	10	2.25846011115444	0	0	0	0.744902431617745	0	0.370917200867911	1.45070449119788	6	0	0	0	1	0	1	2
+D330022K07Rik	8.83246306215062e-05	2.3059219632559	9.35429808279764e-07	0.999228305160102	0.999852120027929	0.587915295555401	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	-0.00551213095838715	1.05434721413031	3.43509380940077e-08	0.999852120027929	0.999852120027929	1.50064027311007	15	3.38769016673167	0	0	0	0.744902431617745	0	0.741834401735823	2.17605673679681	9	0	0	0	1	0	2	3
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/gentestdata.sh	Tue Jan 06 19:36:41 2015 -0500
@@ -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"
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_bams2mx.xls	Tue Jan 06 19:36:41 2015 -0500
@@ -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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/tool_dependencies.xml	Tue Jan 06 19:36:41 2015 -0500
@@ -0,0 +1,90 @@
+<?xml version="1.0"?>
+<tool_dependency>
+    <package name="R" version="3.1.2">
+        <repository changeset_revision="f0626dac6765" name="package_r_3_1_2" owner="iuc" prior_installation_required="True" toolshed="https://testtoolshed.g2.bx.psu.edu" />
+    </package>
+    <package name="graphicsmagick" version="1.3.18">
+        <repository changeset_revision="bff3f66adff2" name="package_graphicsmagick_1_3" owner="iuc" prior_installation_required="True" toolshed="https://testtoolshed.g2.bx.psu.edu" />
+    </package>
+    <package name="ghostscript" version="9.10">
+        <repository changeset_revision="9345d2740f0c" name="package_ghostscript_9_10" owner="devteam" prior_installation_required="True" toolshed="https://testtoolshed.g2.bx.psu.edu" />
+    </package>
+
+    <package name="biocbasics" version="2.14">
+        <install version="1.0">
+            <actions>
+                <action type="setup_r_environment">
+                    <repository changeset_revision="f0626dac6765" name="package_r_3_1_2" owner="iuc" toolshed="https://testtoolshed.g2.bx.psu.edu">
+                        <package name="R" version="3.1.2" />
+                    </repository>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/stringr_0.6.2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/gtools_3.4.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/gdata_2.13.3.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/bitops_1.0-6.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/caTools_1.17.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/KernSmooth_2.23-13.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/gplots_2.15.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/limma_3.22.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/edgeR_3.8.5.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/BiocGenerics_0.8.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/S4Vectors_0.4.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/IRanges_2.0.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/GenomeInfoDb_1.2.4.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/XVector_0.6.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/GenomicRanges_1.18.3.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/RcppArmadillo_0.4.600.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/Biobase_2.26.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/codetools_0.2-9.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/iterators_1.0.7.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/foreach_1.4.2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/checkmate_1.5.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/BBmisc_1.8.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/brew_1.0-6.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/DBI_0.3.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/digest_0.6.8.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/fail_1.2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/RSQLite_1.0.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/base64enc_0.1-2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/sendmailR_1.2-1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/BatchJobs_1.5.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/BiocParallel_1.0.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/AnnotationDbi_1.28.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/XML_3.98-1.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/xtable_1.7-4.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/annotate_1.44.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/survival_2.37-7.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/genefilter_1.48.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/latticeExtra_0.6-26.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/locfit_1.5-9.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/RColorBrewer_1.1-2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/geneplotter_1.44.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/plyr_1.8.1.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/gtable_0.1.2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/reshape2_1.4.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/dichromat_2.0-0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/colorspace_1.2-4.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/munsell_0.4.2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/labeling_0.3.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/scales_0.2.4.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/proto_0.3-10.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/MASS_7.3-35.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/ggplot2_1.0.0.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/Formula_1.1-2.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/cluster_1.15.3.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/rpart_4.1-8.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/nnet_7.3-8.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/acepack_1.3-3.3.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/foreign_0.8-61.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/Hmisc_3.14-6.tar.gz?raw=true</package>
+                    <package>https://github.com/fubar2/galaxy_tool_source/blob/master/RELEASE_2_14/DESeq2_1.6.3.tar.gz?raw=true</package>
+                    
+                </action>
+            </actions>
+        </install>
+        <readme>
+        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
+        </readme>
+    </package>
+</tool_dependency>