annotate limma_voom.xml @ 0:bdebdea5f6a7 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
author iuc
date Mon, 12 Jun 2017 07:41:02 -0400
parents
children 76d01fe0ec36
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0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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1 <tool id="limma_voom" name="limma-voom" version="1.1.1">
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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2 <description>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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3 Differential expression with optional sample weights
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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4 </description>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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5
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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6 <requirements>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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7 <requirement type="package" version="3.16.5">bioconductor-edger</requirement>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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8 <requirement type="package" version="3.30.13">bioconductor-limma</requirement>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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9 <requirement type="package" version="1.4.29">r-statmod</requirement>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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10 <requirement type="package" version="0.4.1">r-scales</requirement>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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11 </requirements>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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12
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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13 <version_command>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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14 <![CDATA[
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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15 echo $(R --version | grep version | grep -v GNU)", limma version" $(R --vanilla --slave -e "library(limma); cat(sessionInfo()\$otherPkgs\$limma\$Version)" 2> /dev/null | grep -v -i "WARNING: ")", edgeR version" $(R --vanilla --slave -e "library(edgeR); cat(sessionInfo()\$otherPkgs\$edgeR\$Version)" 2> /dev/null | grep -v -i "WARNING: ")
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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16 ]]>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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17 </version_command>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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18
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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19 <command detect_errors="exit_code">
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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20 <![CDATA[
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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21 Rscript '$__tool_directory__/limma_voom.R'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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22 '$counts'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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23
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24 #if $anno.annoOpt=='yes':
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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25 '$geneanno'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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26 #else:
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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27 None
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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28 #end if
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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29
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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30 '$outReport'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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31 '$outReport.files_path'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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32 $rdaOption
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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33 $normalisationOption
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34 $weightOption
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35 '$contrast'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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36
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37 #if $filterCPM.filterLowCPM=='yes':
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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38 '$filterCPM.cpmReq'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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39 '$filterCPM.sampleReq'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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40 #else:
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41 0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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42 0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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43 #end if
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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44
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45 #if $testOpt.wantOpt=='yes':
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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46 '$testOpt.pAdjust'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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47 '$testOpt.pVal'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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48 '$testOpt.lfc'
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49 #else:
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50 "BH"
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51 0.05
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52 0
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53 #end if
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54
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55 '$factName::$factLevel'
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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56
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57 &&
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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58 mkdir ./output_dir
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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59
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60 &&
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61 mv '$outReport.files_path'/*.tsv output_dir/
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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62
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63 ]]>
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64 </command>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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65
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66 <inputs>
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67 <param name="counts" type="data" format="tabular" label="Counts Data"/>
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68
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69 <conditional name="anno">
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70 <param name="annoOpt" type="select"
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71 label="Use Gene Annotations?"
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72 help="If an annotation file is provided, annotations will be added to the table of differential expression results to provide descriptions for each gene.">
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73 <option value="no">No</option>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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74 <option value="yes">Yes</option>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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75 </param>
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76 <when value="yes">
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77 <param name="geneanno" type="data" format="tabular" label="Gene Annotations"/>
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78 </when>
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79 <when value="no" />
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80 </conditional>
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81
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82 <!--*Code commented until solution for multiple factors is found*
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83 <repeat name="factors" title="Factors" min="1" max="5" default="1">
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84 <param name="factName" type="text" label="Factor Name (No spaces)"
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85 help="Eg. Genotype"/>
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86 <param name="factLevel" type="text" size="100"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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87 label="Factor Levels (No spaces)"
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88 help="Eg. WT,WT,Mut,Mut,WT"/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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89 </repeat>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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90 -->
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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91
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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92 <param name="factName" type="text" label="Factor Name" help="Eg. Genotype."/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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93 <param name="factLevel" type="text" label="Factor Values"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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94 help="Eg. WT,WT,WT,Mut,Mut,Mut
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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95 NOTE: Please ensure that the same levels are typed identically with cases matching."/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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96 <param name="contrast" type="text" label="Contrasts of interest" help="Eg. Mut-WT,KD-Control"/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
97
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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98 <conditional name="filterCPM">
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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99 <param name="filterLowCPM" type="select" label="Filter Low CPM?"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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100 help="Treat genes with very low expression as unexpressed and filter out to speed up computation.">
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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101 <option value="yes" selected="True">Yes</option>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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102 <option value="no">No</option>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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103 </param>
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104 <when value="yes">
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105 <param name="cpmReq" type="float" value="0.5" min="0" label="Minimum CPM"/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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106
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107 <param name="sampleReq" type="integer" value="1" min="0" label="Minimum Samples"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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108 help="Filter out all the genes that do not meet the minimum CPM in at least this many samples."/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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109 </when>
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110 <when value="no"/>
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111 </conditional>
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112
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113 <param name="weightOption" type="boolean" truevalue="yes" falsevalue="no" checked="false" label="Apply sample weights?"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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114 help="Apply weights if outliers are present.">
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115 </param>
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116
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117 <param name="normalisationOption" type="select" label="Normalisation Method">
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118 <option value="TMM">TMM</option>
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119 <option value="RLE">RLE</option>
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120 <option value="upperquartile">Upperquartile</option>
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121 <option value="none">None (Don't normalise)</option>
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122 </param>
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123
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124 <param name="rdaOption" type="boolean" truevalue="yes" falsevalue="no" checked="false"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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125 label="Output RData?"
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126 help="Output all the data used by R to construct the plots and tables, can be loaded into R. A link to the RData file will be provided in the HTML report.">
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127 </param>
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128
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129 <conditional name="testOpt">
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130 <param name="wantOpt" type="select" label="Use Advanced Testing Options?"
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131 help="Enable choices for p-value adjustment method, p-value threshold and log2-fold-change threshold.">
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132 <option value="no" selected="True">No</option>
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133 <option value="yes">Yes</option>
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134 </param>
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135 <when value="yes">
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136 <param name="pAdjust" type="select" label="P-Value Adjustment Method.">
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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137 <option value="BH">Benjamini and Hochberg (1995)</option>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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138 <option value="BY">Benjamini and Yekutieli (2001)</option>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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139 <option value="holm">Holm (1979)</option>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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140 <option value="none">None</option>
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141 </param>
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142 <param name="pVal" type="float" value="0.05" min="0" max="1"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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143 label="Adjusted Threshold"
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144 help="Genes below this threshold are considered significant and highlighted in the MA plot. If either BH(1995) or BY(2001) were selected then this value is a false-discovery-rate control. If Holm(1979) was selected then this is an adjusted p-value for family-wise error rate."/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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145 <param name="lfc" type="float" value="0" min="0"
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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146 label="Minimum log2-fold-change Required"
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147 help="Genes above this threshold and below the p-value threshold are considered significant and highlighted in the MA plot."/>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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148 </when>
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149 <when value="no"/>
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150 </conditional>
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151
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152 </inputs>
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153
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154 <outputs>
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155 <data format="html" name="outReport" label="${tool.name} on ${on_string}: Report" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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156 <collection name="voom_results" type="list" label="${tool.name} on ${on_string}: DE genes">
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157 <discover_datasets pattern="(?P&lt;name&gt;.+)\.tsv$" format="tabular" directory="output_dir" visible="false" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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158 </collection>
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159 </outputs>
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160
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diff changeset
161 <tests>
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162 <test>
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163 <param name="counts" value="matrix.txt" />
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164 <param name="factName" value="Genotype" />
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165 <param name="factLevel" value="WT,WT,WT,Mut,Mut,Mut" />
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166 <param name="contrast" value="Mut-WT,WT-Mut" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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167 <param name="normalisationOption" value="TMM" />
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168 <output_collection name="voom_results" count="2">
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169 <element name="limma-voom_Mut-WT" ftype="tabular" file="limma-voom_Mut-WT.tsv" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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170 <element name="limma-voom_WT-Mut" ftype="tabular" file="limma-voom_WT-Mut.tsv" />
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171 </output_collection>
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172 <output name="outReport" >
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173 <assert_contents>
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174 <has_text text="Limma-voom Analysis Output" />
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175 <not_has_text text="RData" />
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176 </assert_contents>
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177 </output>
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178 </test>
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179 <test>
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180 <param name="annoOpt" value="yes" />
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181 <param name="geneanno" value="anno.txt" />
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182 <param name="counts" value="matrix.txt" />
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183 <param name="factName" value="Genotype" />
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184 <param name="factLevel" value="WT,WT,WT,Mut,Mut,Mut" />
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185 <param name="contrast" value="Mut-WT" />
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186 <param name="normalisationOption" value="TMM" />
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187 <output_collection name="voom_results" >
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188 <element name="limma-voom_Mut-WT" ftype="tabular" file="limma-voom_Mut-WTanno.tsv" />
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189 </output_collection>
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190 </test>
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191 <test>
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192 <param name="rdaOption" value="yes" />
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193 <param name="counts" value="matrix.txt" />
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194 <param name="factName" value="Genotype" />
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195 <param name="factLevel" value="WT,WT,WT,Mut,Mut,Mut" />
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196 <param name="contrast" value="Mut-WT" />
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197 <param name="normalisationOption" value="TMM" />
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198 <output name="outReport" >
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199 <assert_contents>
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200 <has_text text="RData" />
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201 </assert_contents>
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202 </output>
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203 </test>
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204 </tests>
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205
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206 <help>
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207 <![CDATA[
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208 .. class:: infomark
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209
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210 **What it does**
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211
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212 Given a matrix of counts (e.g. from featureCounts) and optional information about the genes, this tool
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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213 produces plots and tables useful in the analysis of differential gene
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214 expression.
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215
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216 -----
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217
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218 **Inputs**
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219
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220 **Counts Data:**
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221 A matrix of counts, with rows corresponding to genes
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222 and columns corresponding to counts for the samples.
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223 Values must be tab separated, with the first row containing the sample/column
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224 labels and the first column containing the row/gene labels.
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225
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226 Example:
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227
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228 ========== ======= ======= ======= ======== ======== ========
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229 **GeneID** **WT1** **WT2** **WT3** **Mut1** **Mut2** **Mut3**
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230 ---------- ------- ------- ------- -------- -------- --------
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231 11287 1699 1528 1601 1463 1441 1495
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232 11298 1905 1744 1834 1345 1291 1346
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233 11302 6 8 7 5 6 5
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234 11303 2099 1974 2100 1574 1519 1654
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235 11304 356 312 337 361 397 346
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236 11305 2528 2438 2493 1762 1942 2027
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237 ========== ======= ======= ======= ======== ======== ========
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238
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239 **Gene Annotations:**
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240 Optional input for gene annotations, this can contain more
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241 information about the genes than just an ID number. The annotations will
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242 be avaiable in the differential expression results table.
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243
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244 Example:
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245
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246 ========== ========== ===================================================
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247 **GeneID** **Symbol** **GeneName**
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248 ---------- ---------- ---------------------------------------------------
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249 1287 Pzp pregnancy zone protein
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250 1298 Aanat arylalkylamine N-acetyltransferase
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251 1302 Aatk apoptosis-associated tyrosine kinase
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252 1303 Abca1 ATP-binding cassette, sub-family A (ABC1), member 1
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253 1304 Abca4 ATP-binding cassette, sub-family A (ABC1), member 4
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254 1305 Abca2 ATP-binding cassette, sub-family A (ABC1), member 2
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255 ========== ========== ===================================================
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256
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257 **Factor Name:**
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258 The name of the factor being investigated. This tool currently assumes
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259 that only one factor is of interest.
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260
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261 **Factor Levels:**
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262 The levels of the factor of interest, this must be entered in the same
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263 order as the samples to which the levels correspond as listed in the
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264 columns of the counts matrix.
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265
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266 The values should be seperated by commas, and spaces must not be used.
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267
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268 **Contrasts of Interest:**
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269 The contrasts you wish to make between levels.
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270
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271 A common contrast would be a simple difference between two levels: "Mut-WT"
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272 represents the difference between the mutant and wild type genotypes.
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273
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274 The values should be seperated by commas and spaces must not be used.
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275
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276 **Filter Low CPM:**
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277 Option to ignore the genes that do not show significant levels of
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278 expression, this filtering is dependent on two criteria:
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279
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280 * **Minimum CPM:** This is the counts per million that a gene must have in at
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281 least some specified number of samples.
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282
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283 * **Minumum Samples:** This is the number of samples in which the CPM
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284 requirement must be met in order for that gene to be acknowledged.
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285
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286 Only genes that exhibit a CPM greater than the required amount in at least the
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287 number of samples specified will be used for analysis. Care should be taken to
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288 ensure that the sample requirement is appropriate. In the case of an experiment
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289 with two experimental groups each with two members, if there is a change from
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290 insignificant cpm to significant cpm but the sample requirement is set to 3,
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291 then this will cause that gene to fail the criteria. When in doubt simply do not
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292 filter.
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293
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294
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295 **Normalisation Method:**
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296 Option for using different methods to rescale the raw library
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297 size. For more information, see calcNormFactor section in the edgeR_ user's
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298 manual.
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299
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300 **Apply Sample Weights:**
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301 Option to downweight outlier samples such that their information is still
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302 used in the statistical analysis but their impact is reduced. Use this
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303 whenever significant outliers are present. The MDS plotting tool in this package
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304 is useful for identifying outliers. For more information on this option see Liu et al. (2015).
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305
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306 **Use Advanced Testing Options?:**
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307 By default error rate for multiple testing is controlled using Benjamini and
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308 Hochberg's false discovery rate control at a threshold value of 0.05. However
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309 there are options to change this to custom values.
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310
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311 * **P-Value Adjustment Method:**
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312 Change the multiple testing control method, the options are BH(1995) and
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313 BY(2001) which are both false discovery rate controls. There is also
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314 Holm(1979) which is a method for family-wise error rate control.
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315
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316 * **Adjusted Threshold:**
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317 Set the threshold for the resulting value of the multiple testing control
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318 method. Only observations whose statistic falls below this value is
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319 considered significant, thus highlighted in the MA plot.
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320
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321 * **Minimum log2-fold-change Required:**
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322 In addition to meeting the requirement for the adjusted statistic for
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323 multiple testing, the observation must have an absolute log2-fold-change
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324 greater than this threshold to be considered significant, thus highlighted
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325 in the MA plot.
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326
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327 -----
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328
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329 **Citations:**
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330
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331 .. class:: infomark
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332
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333 limma
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334
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335 Please cite the paper below for the limma software itself. Please also try
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336 to cite the appropriate methodology articles that describe the statistical
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337 methods implemented in limma, depending on which limma functions you are
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338 using. The methodology articles are listed in Section 2.1 of the limma
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339 User's Guide.
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340
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341 * Smyth GK (2005). Limma: linear models for microarray data. In:
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342 'Bioinformatics and Computational Biology Solutions using R and
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343 Bioconductor'. R. Gentleman, V. Carey, S. Dudoit, R. Irizarry,
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344 W. Huber (eds), Springer, New York, pages 397-420.
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345
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346 * Law CW, Chen Y, Shi W, and Smyth GK (2014). Voom:
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347 precision weights unlock linear model analysis tools for
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348 RNA-seq read counts. Genome Biology 15, R29.
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349
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350 * Liu R, Holik AZ, Su S, Jansz N, Chen K, Leong HS, Blewitt ME, Asselin-Labat ML, Smyth GK, Ritchie ME (2015). Why weight? Modelling sample and observational level variability improves power in RNA-seq analyses. Nucleic Acids Research, 43(15), e97.
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351
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352 * Ritchie, M. E., Diyagama, D., Neilson, J., van Laar, R., Dobrovic,
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353 A., Holloway, A., and Smyth, G. K. (2006). Empirical array quality weights
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354 for microarray data. BMC Bioinformatics 7, Article 261.
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355
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356 .. class:: infomark
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357
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358 edgeR
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359
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360 Please cite the first paper for the software itself and the other papers for
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361 the various original statistical methods implemented in edgeR. See
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362 Section 1.2 in the User's Guide for more detail.
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363
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364 * Robinson MD, McCarthy DJ and Smyth GK (2010). edgeR: a Bioconductor
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365 package for differential expression analysis of digital gene expression
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366 data. Bioinformatics 26, 139-140
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367
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368 * Robinson MD and Smyth GK (2007). Moderated statistical tests for assessing
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369 differences in tag abundance. Bioinformatics 23, 2881-2887
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370
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371 * Robinson MD and Smyth GK (2008). Small-sample estimation of negative
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372 binomial dispersion, with applications to SAGE data.
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373 Biostatistics, 9, 321-332
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374
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375 * McCarthy DJ, Chen Y and Smyth GK (2012). Differential expression analysis
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376 of multifactor RNA-Seq experiments with respect to biological variation.
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377 Nucleic Acids Research 40, 4288-4297
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378
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379 Please report problems or suggestions to: su.s@wehi.edu.au
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380
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381 .. _edgeR: http://www.bioconductor.org/packages/release/bioc/html/edgeR.html
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382 .. _limma: http://www.bioconductor.org/packages/release/bioc/html/limma.html
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383 ]]>
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384 </help>
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385 <citations>
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386 <citation type="doi">10.1093/nar/gkv412</citation>
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387 </citations>
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388 </tool>