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annotate deseq2.xml @ 0:5b1ce9db498e draft

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planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
author iuc
date Sun, 26 Jul 2015 14:31:04 -0400
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5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
iuc
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1 <tool id="deseq2" name="DESeq2" version="2.1.8.0">
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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2 <description>Determines differentially expressed features from count tables</description>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
iuc
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3 <requirements>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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4 <!-- odering is crucial, otherwise R will override the ENV variables from deseq2 -->
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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5 <requirement type="package" version="3.1.0">R</requirement>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
iuc
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6 <requirement type="package" version="1.8.1">deseq2</requirement>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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7 </requirements>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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8 <command interpreter="Rscript">
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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9 #import json
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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10 deseq2.R
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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11 -o "$deseq_out"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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12 #if $pdf:
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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13 -p "$plots"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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14 #end if
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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15 #set $temp_factor_names = list()
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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16 #for $factor in $rep_factorName:
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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17 #set $temp_factor = list()
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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18 #for $level in $factor.rep_factorLevel:
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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19 #set $count_files = list()
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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20 #for $file in $level.countsFile:
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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21 $count_files.append(str($file))
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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22 #end for
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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23 $temp_factor.append( {str($level.factorLevel): $count_files} )
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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24 #end for
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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25 $temp_factor_names.append([str($factor.factorName), $temp_factor])
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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26 #end for
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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27 -f '#echo json.dumps(temp_factor_names)#'
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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28 -t "$fit_type"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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29 #if $outlier_replace_off:
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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30 -a
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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31 #end if
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32 #if $outlier_filter_off:
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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33 -b
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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34 #end if
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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35 #if $many_contrasts:
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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36 -m
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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37 #end if
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38 </command>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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39 <stdio>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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40 <regex match="Execution halted"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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41 source="both"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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42 level="fatal"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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43 description="Execution halted." />
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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44 <regex match="Error in"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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45 source="both"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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46 level="fatal"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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47 description="An undefined error occured, please check your intput carefully and contact your administrator." />
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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48 </stdio>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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49 <inputs>
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50 <repeat name="rep_factorName" title="Factor" min="1">
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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51 <param name="factorName" type="text" value="FactorName" label="Specify a factor name"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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52 help="Only letters, numbers and underscores will be retained in this field">
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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53 <sanitizer>
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54 <valid initial="string.letters,string.digits"><add value="_" /></valid>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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55 </sanitizer>
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56 </param>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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57 <repeat name="rep_factorLevel" title="Factor level" min="2" default="2">
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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58 <param name="factorLevel" type="text" value="FactorLevel" label="Specify a factor level"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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59 help="Only letters, numbers and underscores will be retained in this field">
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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60 <sanitizer>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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61 <valid initial="string.letters,string.digits"><add value="_" /></valid>
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62 </sanitizer>
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63 </param>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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64 <param name="countsFile" type="data" multiple="true" label="Counts file(s)"/>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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65 </repeat>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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66 </repeat>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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67 <param name="pdf" type="boolean" truevalue="1" falsevalue="0" checked="true"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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68 label="Visualising the analysis results"
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69 help="output an additional PDF files" />
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70 <param name="many_contrasts" type="boolean" truevalue="1" falsevalue="0" checked="false"
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71 label="Output all levels vs all levels of primary factor (use when you have >2 levels for primary factor)"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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72 help=" DESeq2 performs independent filtering by default using the mean of normalized counts as a filter statistic" />
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73 <param name="fit_type" type="select" label="Fit type">
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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74 <option value="1" selected="true">parametric</option>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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75 <option value="2">local</option>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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76 <option value="3">mean</option>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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77 </param>
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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78 <param name="outlier_replace_off" type="boolean" truevalue="1" falsevalue="0" checked="false"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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79 label="Turn off outliers replacement (only affects with >6 replicates)"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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80 help="When there are more than 6 replicates for a given sample, the DESeq2 will automatically replace
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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81 counts with large Cook’s distance with the trimmed mean over all samples, scaled up by the size factor
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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82 or normalization factor for that sample" />
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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83 <param name="outlier_filter_off" type="boolean" truevalue="1" falsevalue="0" checked="false"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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84 label="Turn off outliers filtering (only affects with >2 replicates)"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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85 help="When there are more than 2 replicates for a given sample, the DESeq2 will automatically
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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86 filter genes which contain a Cook’s distance above a cutoff" />
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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87 <param name="auto_mean_filter_off" type="boolean" truevalue="1" falsevalue="0" checked="false"
5b1ce9db498e planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/deseq2 commit 76d0758966bde7c15f5224913cee5e8ce28314ff
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88 label="Turn off independent filtering"
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89 help=" DESeq2 performs independent filtering by default using the mean of normalized counts as a filter statistic" />
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90 </inputs>
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91 <outputs>
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92 <data format="tabular" name="deseq_out" label="DESeq2 result file on ${on_string}">
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93 <filter>many_contrasts is False</filter>
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94 </data>
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95 <collection name="split_output" type="list" label="DESeq2 result files on ${on_string}">
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96 <filter>many_contrasts is True</filter>
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97 <discover_datasets pattern="vs" visible="true"/>
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98 </collection>
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99 <data format="pdf" name="plots" label="DESeq2 plots on ${on_string}">
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100 <filter>pdf == True</filter>
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101 </data>
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102 </outputs>
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103 <tests>
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104 <test>
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105 <repeat name="rep_factorName">
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106 <param name="factorName" value="Treatment"/>
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107 <repeat name="rep_factorLevel">
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108 <param name="factorLevel" value="Treated"/>
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109 <param name="countsFile" value="GSM461179_treat_single.counts,GSM461180_treat_paired.counts,GSM461181_treat_paired.counts"/>
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110 </repeat>
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111 <repeat name="rep_factorLevel">
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112 <param name="factorLevel" value="Untreated"/>
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113 <param name="countsFile" value="GSM461176_untreat_single.counts,GSM461177_untreat_paired.counts,GSM461178_untreat_paired.counts,GSM461182_untreat_single.counts"/>
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114 </repeat>
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115 </repeat>
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116 <param name="pdf" value="no"/>
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117 <output name="deseq_out" file="deseq2_out.tab"/>
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118 <output name="deseq_out_filtered" file="deseq2_out_filtered.tab"/>
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119 </test>
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120 </tests>
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121 <help>
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122
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123 .. class:: infomark
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124
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125 **What it does**
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126
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127 Estimate variance-mean dependence in count data from high-throughput sequencing assays and test for differential expression based on a model using the negative binomial distribution
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128
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129
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130 **Inputs**
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131
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132 DESeq2_ takes count tables that generated from the htseq-count as input. Count tables must be generated for each sample individually. DESeq2 is capable of handling multiple factors that effect your experiment. The first factor you input is considered as the primary factor that affects gene expressions. You also input several secondary factors that might influence your experiment. But the final output will be changes in genes due to primary factor in presence of secondary factors. Each factor has two levels/states. You need to select appropriate count table from your history for each factor level.
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133
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134 The following table gives some examples of factors and their levels:
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135
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136 ========= ============== ===============
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137 Factor Factor level 1 Factor level 2
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138 --------- -------------- ---------------
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139 Treatment Treated Untreated
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140 --------- -------------- ---------------
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141 Condition Knockdown Wildtype
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142 --------- -------------- ---------------
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143 TimePoint Day4 Day1
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144 --------- -------------- ---------------
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145 SeqType SingleEnd PairedEnd
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146 --------- -------------- ---------------
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147 Gender Female Male
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148 ========= ============== ===============
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149
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150 *Note*: Output log2 fold changes are based on primary factor level 1 vs. factor level2. Here the order of factor levels is important. For example, for the factor 'Treatment' given in above table, DESeq2 computes fold changes of 'Treated' samples against 'Untreated', i.e. the values correspond to up or down regulations of genes in Treated samples.
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151
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152 **Output**
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153
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154 DESeq2_ generates a tabular file containing the different columns and optional visualized results as PDF.
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155
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156 ====== ==========================================================
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157 Column Description
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158 ------ ----------------------------------------------------------
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159 1 Gene Identifiers
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160 2 mean normalised counts, averaged over all samples from both conditions
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161 3 the logarithm (to basis 2) of the fold change (See the note in inputs section)
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162 4 standard error estimate for the log2 fold change estimate
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163 5 p value for the statistical significance of this change
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164 6 p value adjusted for multiple testing with the Benjamini-Hochberg procedure
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165 which controls false discovery rate (FDR)
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166 ====== ==========================================================
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167
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168
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169 .. _DESeq2: http://master.bioconductor.org/packages/release/bioc/html/DESeq2.html
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170
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171 </help>
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172 <citations>
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173 <citation type="doi">10.1186/s13059-014-0550-8</citation>
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174 </citations>
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175 </tool>