annotate limma_voom.xml @ 8:00a42b66e522 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 48125e8638453668f889a67791421f14d3ebe623
author iuc
date Tue, 15 May 2018 02:36:36 -0400
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children 4255881bebb1
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1 <tool id="limma_voom" name="limma" version="3.34.9.4">
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2 <description>
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3 Perform differential expression with limma-voom or limma-trend
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4 </description>
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5
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6 <requirements>
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7 <requirement type="package" version="3.34.9">bioconductor-limma</requirement>
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8 <requirement type="package" version="3.20.7">bioconductor-edger</requirement>
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9 <requirement type="package" version="1.4.30">r-statmod</requirement>
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10 <requirement type="package" version="0.5.0">r-scales</requirement>
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11 <requirement type="package" version="0.2.15">r-rjson</requirement>
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12 <requirement type="package" version="1.20.0">r-getopt</requirement>
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13 <requirement type="package" version="3.0.1">r-gplots</requirement>
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14 </requirements>
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15
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16 <version_command><![CDATA[
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17 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: ")", statmod version" $(R --vanilla --slave -e "library(statmod); cat(sessionInfo()\$otherPkgs\$statmod\$Version)" 2> /dev/null | grep -v -i "WARNING: ")", scales version" $(R --vanilla --slave -e "library(scales); cat(sessionInfo()\$otherPkgs\$scales\$Version)" 2> /dev/null | grep -v -i "WARNING: ")", rjson version" $(R --vanilla --slave -e "library(rjson); cat(sessionInfo()\$otherPkgs\$rjson\$Version)" 2> /dev/null | grep -v -i "WARNING: ")", getopt version" $(R --vanilla --slave -e "library(getopt); cat(sessionInfo()\$otherPkgs\$getopt\$Version)" 2> /dev/null | grep -v -i "WARNING: ")", gplots version" $(R --vanilla --slave -e "library(gplots); cat(sessionInfo()\$otherPkgs\$gplots\$Version)" 2> /dev/null | grep -v -i "WARNING: ")
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18 ]]></version_command>
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20 <command detect_errors="exit_code"><![CDATA[
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21 #import json
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22 Rscript '$__tool_directory__/limma_voom.R'
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24 -R '$outReport'
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25 -o '$outReport.files_path'
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27 #if $input.format=="files":
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29 ## Adapted from DESeq2 wrapper
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30 #set $temp_factor_names = list()
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31 #for $fact in $input.rep_factor:
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32 #set $temp_factor = list()
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33 #for $g in $fact.rep_group:
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34 #set $count_files = list()
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35 #for $file in $g.countsFile:
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36 $count_files.append(str($file))
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37 #end for
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38 $temp_factor.append( {str($g.groupName): $count_files} )
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39 #end for
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41 $temp_factor.reverse()
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42 $temp_factor_names.append([str($fact.factorName), $temp_factor])
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43 #end for
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44 -j '#echo json.dumps(temp_factor_names)#'
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46 #elif $input.format=="matrix":
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47 -m '$input.counts'
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48 #if $input.fact.ffile=='yes':
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49 -f '$input.fact.finfo'
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50 #else:
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51 -i '${ '|'.join( ['%s::%s' % ($x.factorName, $x.groupNames) for x in $input.fact.rep_factor] ) }'
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52 #end if
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53 #end if
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55 #if $anno.annoOpt=='yes':
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56 -a '$anno.geneanno'
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57 #end if
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58
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59 -C '${ ','.join( ['%s' % $x.contrast for x in $rep_contrast] ) }'
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60
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61 #if $f.filt.filt_select == 'yes':
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62 #if $f.filt.cformat.format_select == 'cpm':
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63 -c '$f.filt.cformat.cpmReq'
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64 -s '$f.filt.cformat.cpmSampleReq'
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65 #elif $f.filt.cformat.format_select == 'counts':
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66 -z '$f.filt.cformat.cntReq'
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67 #if $f.filt.cformat.samples.count_select == 'total':
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68 -y
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69 #elif $f.filt.cformat.samples.count_select == 'sample':
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70 -s '$f.filt.cformat.samples.cntSampleReq'
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71 #end if
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72 #end if
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73 #end if
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74
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75 #if $out.plots:
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76 -P $out.plots
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77 #end if
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78
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79 #if $out.normCounts:
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80 -x
1
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81 #end if
0
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82
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83 #if $out.rdaOption:
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84 -r
1
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85 #end if
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86
3
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87 -l '$adv.lfc'
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88 -p '$adv.pVal'
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89 -d '$adv.pAdjust'
7
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90 -G '$adv.topgenes'
6
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91 #if $adv.treat:
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92 -T
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93 #end if
0
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94
3
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95 #if $deMethod.de_select == 'voom':
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96 #if $deMethod.weightOption:
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97 -w
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98 #end if
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99 #elif $deMethod.de_select == 'trend':
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100 -t $deMethod.prior_count
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101 #end if
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102
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103 -n '$adv.normalisationOption'
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104
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105 #if $adv.robOption:
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106 -b
1
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107 #end if
0
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108
1
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109 &&
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110 mkdir ./output_dir
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111
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112 &&
2
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113 cp '$outReport.files_path'/*.tsv output_dir/
4
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114
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115 #if $out.rscript:
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116 && cp '$__tool_directory__/limma_voom.R' '$rscript'
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117 #end if
1
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118 ]]></command>
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119
0
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120 <inputs>
3
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121
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122 <!-- DE Method Option -->
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123 <conditional name="deMethod">
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124 <param name="de_select" type="select" label="Differential Expression Method" help="Select the limma-voom or limma-trend method. See Help section below for more information. Default: limma-voom">
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125 <option value="voom" selected="True">limma-voom</option>
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126 <option value="trend">limma-trend</option>
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127 </param>
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128 <when value="voom">
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129 <param name="weightOption" type="boolean" truevalue="1" falsevalue="0" checked="false" label="Apply voom with sample quality weights?"
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130 help="Apply weights if outliers are present (voomWithQualityWeights). Default: False.">
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131 </param>
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132 </when>
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133 <when value="trend">
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134 <param name="prior_count" type="float" min="0" value="3" label="Prior count" help="Average count to be added to each observation to avoid taking log of zero. Default: 3." />
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135 </when>
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136 </conditional>
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137 <!-- Counts and Factors -->
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138 <conditional name="input">
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139 <param name="format" type="select" label="Count Files or Matrix?"
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140 help="You can choose to input either separate count files (one per sample) or a single count matrix">
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141 <option value="files">Separate Count Files</option>
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142 <option value="matrix">Single Count Matrix</option>
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143 </param>
1
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144
3
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145 <when value="files">
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146 <repeat name="rep_factor" title="Factor" min="1">
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147 <param name="factorName" type="text" label="Name" help="Name of experiment factor of interest (e.g. Genotype). One factor must be entered and there must be two or more groups per factor. Optional additional factors (e.g. Batch) can be entered using the Insert Factor button below, see Help section for more information. NOTE: Please only use letters, numbers or underscores.">
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148 <sanitizer>
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149 <valid initial="string.letters,string.digits"><add value="_" /></valid>
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150 </sanitizer>
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151 </param>
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152 <repeat name="rep_group" title="Group" min="2" default="2">
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153 <param name="groupName" type="text" label="Name"
4
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154 help="Name of group that the counts files belong to (e.g. WT or Mut). NOTE: Please only use letters, numbers or underscores (case sensitive).">
3
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155 <sanitizer>
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156 <valid initial="string.letters,string.digits"><add value="_" /></valid>
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157 </sanitizer>
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158 </param>
4
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159 <param name="countsFile" type="data" format="tabular" multiple="true" label="Counts files"/>
3
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160 </repeat>
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161 </repeat>
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162 </when>
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163
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164 <when value="matrix">
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165 <param name="counts" type="data" format="tabular" label="Count Matrix"/>
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166
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167 <conditional name="fact">
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168 <param name="ffile" type="select" label="Input factor information from file?"
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169 help="You can choose to input the factor and group information for the samples from a file or manually enter below.">
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170 <option value="no">No</option>
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171 <option value="yes">Yes</option>
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172 </param>
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173 <when value="yes">
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174 <param name="finfo" type="data" format="tabular" label="Factor File"/>
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175 </when>
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176 <when value="no" >
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177 <repeat name="rep_factor" title="Factor" min="1">
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178 <param name="factorName" type="text" label="Factor Name"
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179 help="Name of experiment factor of interest (e.g. Genotype). One factor must be entered and there must be two or more groups per factor. Additional factors (e.g. Batch) can be entered using the Insert Factor button below, see Help section below. NOTE: Please only use letters, numbers or underscores.">
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180 <validator type="empty_field" />
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181 <validator type="regex" message="Please only use letters, numbers or underscores">^[\w]+$</validator>
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182 </param>
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183 <param name="groupNames" type="text" label="Groups"
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184 help="Enter the group names for the samples separated with commas e.g. WT,WT,WT,Mut,Mut,Mut. The order of the names must match the order of the samples in the columns of the count matrix. NOTE: Please only use letters, numbers or underscores (case sensitive).">
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185 <validator type="empty_field" />
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186 <validator type="regex" message="Please only use letters, numbers or underscores, and separate levels by commas">^[\w,]+$</validator>
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187 </param>
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188 </repeat>
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189 </when>
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190 </conditional>
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191 </when>
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192 </conditional>
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193
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194 <!-- Gene Annotations -->
0
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195 <conditional name="anno">
1
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196 <param name="annoOpt" type="select" label="Use Gene Annotations?"
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197 help="If you provide an annotation file, annotations will be added to the table(s) of differential expression results to provide descriptions for each gene, and used to label the top genes in the Volcano plot. See Help section below.">
0
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198 <option value="no">No</option>
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199 <option value="yes">Yes</option>
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200 </param>
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201 <when value="yes">
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202 <param name="geneanno" type="data" format="tabular" label="Gene Annotations"/>
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203 </when>
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204 <when value="no" />
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205 </conditional>
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206
3
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207 <!-- Contrasts -->
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208 <repeat name="rep_contrast" title="Contrast" min="1" default="1">
8
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209 <param name="contrast" type="text" label="Contrast of Interest" help="Names of two groups to compare separated by a hyphen e.g. Mut-WT. If the order is Mut-WT the fold changes in the results will be up/down in Mut relative to WT. If you have more than one contrast enter each separately using the Insert Contrast button below. For differences between contrasts use e.g. (Mut1-WT)-(Mut2-WT). For more info, see Chapter 8 in the limma User's guide: https://www.bioconductor.org/packages/release/bioc/vignettes/limma/inst/doc/usersguide.pdf">
3
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210 <validator type="empty_field" />
8
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211 <validator type="regex" message="Please only use letters, numbers or underscores">^[\(\w\)-]+$</validator>
0
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212 </param>
3
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213 </repeat>
1
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214
3
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215 <!-- Filter Options -->
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216 <section name="f" expanded="false" title="Filter Low Counts">
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217 <conditional name="filt">
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218 <param name="filt_select" type="select" label="Filter lowly expressed genes?" help="Treat genes with very low expression as unexpressed and filter out. See the Filter Low Counts section below for more information. Default: No">
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219 <option value="no" selected="true">No</option>
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220 <option value="yes">Yes</option>
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221 </param>
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222 <when value="yes">
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223 <conditional name="cformat">
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224 <param name="format_select" type="select" label="Filter on CPM or Count values?" help="It is slightly better to base the filtering on count-per-million (CPM) rather than the raw count values so as to avoid favoring genes expressed in samples sequenced to a higher depth. ">
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225 <option value="cpm">CPM</option>
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226 <option value="counts">Counts</option>
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227 </param>
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228 <when value="cpm">
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229 <param name="cpmReq" type="float" value="1" min="0" label="Minimum CPM" help="Treat genes with CPM below this value as unexpressed and filter out. See the Filter Low Counts section below for more information."/>
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230 <param name="cpmSampleReq" type="integer" value="0" min="0" label="Minimum Samples"
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231 help="Filter out all genes that do not meet the Minimum CPM in at least this many samples. See the Filter Low Counts section below for more information."/>
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232 </when>
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233 <when value="counts">
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234 <param name="cntReq" type="integer" value="0" min="0" label="Minimum Count" help="Filter out all genes that do not meet this minimum count. You can choose below to apply this filter to the total count for all samples or specify the number of samples under Minimum Samples. See the Filter Low Counts section below for more information." />
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235 <conditional name="samples">
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236 <param name="count_select" type="select" label="Filter on Total Count or per Sample Count values?" >
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237 <option value="total">Total</option>
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238 <option value="sample">Sample</option>
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239 </param>
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240 <when value="total">
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241 <param name="totReq" type="boolean" truevalue="1" falsevalue="0" checked="false" label="Filter on Total Count" help="Apply the Minimum Count filter to genes after summing counts for all samples. See the Filter Low Counts section below for more information." />
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242 </when>
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243 <when value="sample">
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244 <param name="cntSampleReq" type="integer" value="0" min="0" label="Minimum Samples"
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245 help="Filter out all genes that do not meet the Minimum Count in at least this many samples. See the Filter Low Counts section below for more information."/>
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246 </when>
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247 </conditional>
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248 </when>
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249 </conditional>
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250 </when>
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251 <when value="no" />
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252 </conditional>
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253 </section>
1
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254
3
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255 <!-- Output Options -->
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256 <section name="out" expanded="false" title="Output Options">
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257 <param name="plots" type="select" display="checkboxes" multiple="True" optional="True" label="Additional Plots" help="Select additional plots to output in the report and as PDFs">
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258 <option value="d">Density Plots (if filtering)</option>
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259 <option value="c">CpmsVsCounts Plots (if filtering on cpms)</option>
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260 <option value="b">Box Plots (if normalising)</option>
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261 <option value="x">MDS Extra (Dims 2vs3 and 3vs4)</option>
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262 <option value="m">MD Plots for individual samples</option>
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263 <option value="h">Heatmaps (top DE genes) </option>
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264 <option value="s">Stripcharts (top DE genes)</option>
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265 </param>
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266 <param name="normCounts" type="boolean" truevalue="1" falsevalue="0" checked="false"
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267 label="Output Normalised Counts Table?"
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268 help="Output a file containing the normalised counts, these are in log2 counts per million (logCPM). Default: No">
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269 </param>
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270 <param name="rscript" type="boolean" truevalue="True" falsevalue="False" checked="False" label="Output Rscript?" help="If this option is set to Yes, the Rscript used will be provided as a text file in the output. Default: No"/>
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271 <param name="rdaOption" type="boolean" truevalue="1" falsevalue="0" checked="false"
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272 label="Output RData file?"
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273 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. Default: No">
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274 </param>
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275 </section>
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276
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277 <!-- Advanced Options -->
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278 <section name="adv" expanded="false" title="Advanced Options">
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279 <param name="lfc" type="float" value="0" min="0"
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280 label="Minimum Log2 Fold Change"
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281 help="Genes above this threshold and below the p-value threshold are considered significant and highlighted in the MD plot. Default: 0."/>
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282 <param name="pVal" type="float" value="0.05" min="0" max="1"
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283 label="P-Value Adjusted Threshold"
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284 help="Genes below this threshold are considered significant and highlighted in the MD plot. If either BH(1995) or BY(2001) are selected then this value is a false-discovery-rate control. If Holm(1979) is selected then this is an adjusted p-value for family-wise error rate. Default: 0.05."/>
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285 <param name="pAdjust" type="select" label="P-Value Adjustment Method" help="Default: BH">
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286 <option value="BH" selected="true">Benjamini and Hochberg (1995)</option>
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287 <option value="BY">Benjamini and Yekutieli (2001)</option>
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288 <option value="holm">Holm (1979)</option>
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289 <option value="none">None</option>
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290 </param>
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291 <param name="treat" type="boolean" truevalue="1" falsevalue="0" checked="False"
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292 label="Test significance relative to a fold-change threshold (TREAT)"
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293 help="If you want to apply a cut-off on a fold change the TREAT function can be used, see Help section below. Default: No"/>
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294 <param name="topgenes" type="integer" value="10" min="0" max="100"
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295 label="Number of genes to highlight in Volcano plot, Heatmap and Stripcharts"
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296 help="The top DE genes will be highlighted in the Volcano plot for each contrast and can be output in heatmap and stripchart PDFs (max 100). Default: 10."/>
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297 <param name="normalisationOption" type="select" label="Normalisation Method" help="Default: TMM">
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298 <option value="TMM" selected="true">TMM</option>
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299 <option value="RLE">RLE</option>
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300 <option value="upperquartile">Upperquartile</option>
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301 <option value="none">None (Don't normalise)</option>
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302 </param>
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303 <param name="robOption" type="boolean" truevalue="1" falsevalue="0" checked="true" label="Use Robust Settings?" help="Using robust settings is usually recommended to protect against outlier genes. Default: Yes" />
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304 </section>
0
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305
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306 </inputs>
1
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307
0
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308 <outputs>
1
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309 <data name="outReport" format="html" label="${tool.name} on ${on_string}: Report" />
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310 <collection name="outTables" type="list" label="${tool.name} on ${on_string}: Tables">
0
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311 <discover_datasets pattern="(?P&lt;name&gt;.+)\.tsv$" format="tabular" directory="output_dir" visible="false" />
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312 </collection>
4
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313 <data name="rscript" format="txt" label="${tool.name} on ${on_string}: Rscript">
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314 <filter>out['rscript']</filter>
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315 </data>
0
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316 </outputs>
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317
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318 <tests>
3
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319 <!-- Ensure report is output -->
0
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320 <test>
3
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321 <param name="format" value="matrix" />
0
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322 <param name="counts" value="matrix.txt" />
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323 <repeat name="rep_factor">
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324 <param name="factorName" value="Genotype"/>
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325 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
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326 </repeat>
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327 <repeat name="rep_contrast">
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328 <param name="contrast" value="Mut-WT" />
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329 </repeat>
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330 <repeat name="rep_contrast">
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331 <param name="contrast" value="WT-Mut" />
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332 </repeat>
0
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333 <param name="normalisationOption" value="TMM" />
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334 <param name="topgenes" value="6" />
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335 <output_collection name="outTables" count="2">
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336 <element name="limma-voom_Mut-WT" ftype="tabular" >
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337 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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338 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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339 <has_text_matching expression="11304.*0.4573" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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340 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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341 </element>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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342 <element name="limma-voom_WT-Mut" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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343 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
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344 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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345 <has_text_matching expression="11304.*-0.4573" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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346 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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347 </element>
1
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iuc
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348 </output_collection>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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349 <output name="outReport" >
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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350 <assert_contents>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
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351 <has_text text="Limma Analysis Output" />
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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352 <not_has_text text="RData" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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353 </assert_contents>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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354 </output>
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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355 </test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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356 <!-- Ensure annotation file input works -->
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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357 <test>
3
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358 <param name="format" value="matrix" />
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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359 <param name="annoOpt" value="yes" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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360 <param name="geneanno" value="anno.txt" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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361 <param name="counts" value="matrix.txt" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
362 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
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363 <param name="factorName" value="Genotype"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
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364 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
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365 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
366 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
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367 <param name="contrast" value="Mut-WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
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368 </repeat>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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369 <param name="normalisationOption" value="TMM" />
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
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parents: 6
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370 <param name="topgenes" value="6" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
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371 <output_collection name="outTables" count="1">
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
372 <element name="limma-voom_Mut-WT" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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373 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
374 <has_text_matching expression="EntrezID.*Symbol.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
375 <has_text_matching expression="11304.*Abca4.*0.4573" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
376 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
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377 </element>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
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378 </output_collection>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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379 </test>
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
380 <!-- Ensure Rscript and RData file can be output -->
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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381 <test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
382 <param name="format" value="matrix" />
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
383 <param name="rscript" value="True"/>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
384 <param name="rdaOption" value="true" />
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
385 <param name="counts" value="matrix.txt" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
386 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
387 <param name="factorName" value="Genotype"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
388 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
389 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
390 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
391 <param name="contrast" value="Mut-WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
392 </repeat>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
393 <param name="normalisationOption" value="TMM" />
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
394 <param name="topgenes" value="6" />
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
395 <output name="outReport" >
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
396 <assert_contents>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
397 <has_text text="RData" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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398 </assert_contents>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
399 </output>
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
400 <output name="rscript" value="out_rscript.txt"/>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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diff changeset
401 </test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
402 <!-- Ensure secondary factors work -->
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
403 <test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
404 <param name="format" value="matrix" />
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
405 <param name="counts" value="matrix.txt" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
406 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
407 <param name="factorName" value="Genotype"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
408 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
409 </repeat>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
410 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
411 <param name="factorName" value="Batch"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
412 <param name="groupNames" value="b1,b2,b3,b1,b2,b3"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
413 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
414 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
415 <param name="contrast" value="Mut-WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
416 </repeat>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
417 <param name="normalisationOption" value="TMM" />
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
418 <param name="topgenes" value="6" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
419 <output_collection name="outTables" count="1" >
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
420 <element name="limma-voom_Mut-WT" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
421 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
422 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
423 <has_text_matching expression="11304.*0.4590" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
424 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
425 </element>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
426 </output_collection>
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
427 </test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
428 <!-- Ensure factors file input works -->
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
429 <test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
430 <param name="format" value="matrix" />
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
431 <param name="ffile" value="yes" />
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
432 <param name="finfo" value="factorinfo.txt" />
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
433 <param name="counts" value="matrix.txt" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
434 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
435 <param name="contrast" value="Mut-WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
436 </repeat>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
437 <param name="normalisationOption" value="TMM" />
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
438 <param name="topgenes" value="6" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
439 <output_collection name="outTables" count="1">
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
440 <element name="limma-voom_Mut-WT" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
441 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
442 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
443 <has_text_matching expression="11304.*0.4590" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
444 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
445 </element>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
446 </output_collection>
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
447 </test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
448 <!-- Ensure normalised counts file output works-->
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
449 <test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
450 <param name="format" value="matrix" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
451 <param name="normCounts" value="true" />
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
452 <param name="counts" value="matrix.txt" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
453 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
454 <param name="factorName" value="Genotype"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
455 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
456 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
457 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
458 <param name="contrast" value="Mut-WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
459 </repeat>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
460 <param name="normalisationOption" value="TMM" />
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
461 <param name="topgenes" value="6" />
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
462 <output_collection name="outTables" count="2">
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
463 <element name="limma-voom_Mut-WT" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
464 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
465 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
466 <has_text_matching expression="11304.*0.4573" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
467 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
468 </element>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
469 <element name="limma-voom_normcounts" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
470 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
471 <has_text_matching expression="GeneID.*Mut1.*Mut2.*Mut3.*WT1.*WT2.*WT3" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
472 <has_text_matching expression="11304.*15.7545" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
473 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
474 </element>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
475 </output_collection>
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
476 </test>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
477 <!-- Ensure multiple counts files input works -->
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
478 <test>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
479 <param name="format" value="files" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
480 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
481 <param name="factorName" value="Genotype"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
482 <repeat name="rep_group">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
483 <param name="groupName" value="WT"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
484 <param name="countsFile" value="WT1.counts,WT2.counts,WT3.counts"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
485 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
486 <repeat name="rep_group">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
487 <param name="groupName" value="Mut"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
488 <param name="countsFile" value="Mut1.counts,Mut2.counts,Mut3.counts"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
489 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
490 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
491 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
492 <param name="factorName" value="Batch"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
493 <repeat name="rep_group">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
494 <param name="groupName" value="b1"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
495 <param name="countsFile" value="WT1.counts,Mut1.counts"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
496 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
497 <repeat name="rep_group">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
498 <param name="groupName" value="b2"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
499 <param name="countsFile" value="WT2.counts,Mut2.counts"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
500 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
501 <repeat name="rep_group">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
502 <param name="groupName" value="b3"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
503 <param name="countsFile" value="WT3.counts,Mut3.counts"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
504 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
505 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
506 <param name="annoOpt" value="yes" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
507 <param name="geneanno" value="anno.txt" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
508 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
509 <param name="contrast" value="Mut-WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
510 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
511 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
512 <param name="contrast" value="WT-Mut" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
513 </repeat>
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
514 <param name="topgenes" value="6" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
515 <param name="normCounts" value="true" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
516 <output_collection name="outTables" count="3">
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
517 <element name="limma-voom_Mut-WT" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
518 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
519 <has_text_matching expression="logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
520 <has_text_matching expression="11304.*Abca4.*0.4590" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
521 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
522 </element>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
523 <element name="limma-voom_WT-Mut" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
524 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
525 <has_text_matching expression="EntrezID.*Symbol.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
526 <has_text_matching expression="11304.*Abca4.*-0.4590" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
527 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
528 </element>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
529 <element name="limma-voom_normcounts" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
530 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
531 <has_text_matching expression="EntrezID.*Symbol.*Mut1.*Mut2.*Mut3.*WT1.*WT2.*WT3" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
532 <has_text_matching expression="11304.*Abca4.*15.7545" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
533 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
534 </element>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
535 </output_collection>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
536 </test>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
537 <!-- Ensure limma-trend option works -->
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
538 <test>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
539 <param name="format" value="matrix" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
540 <param name="counts" value="matrix.txt" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
541 <repeat name="rep_factor">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
542 <param name="factorName" value="Genotype"/>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
543 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
544 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
545 <repeat name="rep_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
546 <param name="contrast" value="Mut-WT" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
547 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
548 <param name="normalisationOption" value="TMM" />
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
549 <param name="topgenes" value="6" />
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
550 <param name="de_select" value="trend" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
551 <param name="rdaOption" value="true" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
552 <output name="outReport" >
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
553 <assert_contents>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
554 <has_text text="The limma-trend method was used" />
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
555 </assert_contents>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
556 </output>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
557 <output_collection name="outTables" count="1">
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
558 <element name="limma-trend_Mut-WT" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
559 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
560 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
561 <has_text_matching expression="11304.*0.4540" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
562 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
563 </element>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
564 </output_collection>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
565 </test>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
566 <!-- Ensure limma-trend option with annotation works -->
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
567 <test>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
568 <param name="format" value="matrix" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
569 <param name="counts" value="matrix.txt" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
570 <param name="annoOpt" value="yes" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
571 <param name="geneanno" value="anno.txt" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
572 <repeat name="rep_factor">
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
573 <param name="factorName" value="Genotype"/>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
574 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
575 </repeat>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
576 <repeat name="rep_contrast">
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
577 <param name="contrast" value="Mut-WT" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
578 </repeat>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
579 <param name="normalisationOption" value="TMM" />
7
e6a4ff41af6b planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit cf399638ebca4250bcc15f468238a9964de97b33
iuc
parents: 6
diff changeset
580 <param name="topgenes" value="6" />
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
581 <param name="de_select" value="trend" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
582 <param name="rdaOption" value="true" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
583 <output name="outReport" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
584 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
585 <has_text text="The limma-trend method was used" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
586 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
587 </output>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
588 <output_collection name="outTables" count="1">
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
589 <element name="limma-trend_Mut-WT" ftype="tabular" >
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
590 <assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
591 <has_text_matching expression="EntrezID.*Symbol.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
592 <has_text_matching expression="11304.*0.4540" />
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
593 </assert_contents>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
594 </element>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
595 </output_collection>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
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596 </test>
0
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597 </tests>
1
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598
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599 <help><![CDATA[
0
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600 .. class:: infomark
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601
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602 **What it does**
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603
3
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604 Given a matrix of counts (e.g. from featureCounts) and optional information about the genes, performs differential expression (DE) using the limma_ Bioconductor package and produces plots and tables useful in DE analysis.
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605
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606 In the `limma approach`_ to RNA-seq, read counts are converted to log2-counts-per-million (logCPM) and the mean-variance relationship is modelled either with precision weights or with an empirical Bayes prior trend. The precision weights approach is called “voom” and the prior trend approach is called “limma-trend”. For more information, see the Help section below.
0
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607
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608 -----
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609
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610 **Inputs**
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611
3
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612 **Differential Expression Method:**
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613 Option to use the limma-voom or limma-trend approach for differential expression. The default is limma-voom.
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614 If the sequencing depth is reasonably consistent across the RNA samples, then the simplest and most
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615 robust approach to differential expression is to use limma-trend. This approach will usually work well if the
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616 ratio of the largest library size to the smallest is not more than about 3-fold. When the library sizes are quite variable between samples, then the voom approach is theoretically more powerful than limma-trend. For more information see the excellent `limma User's Guide`_.
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617
0
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618 **Counts Data:**
3
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619 The counts data can either be input as separate counts files (one sample per file) or a single count matrix (one sample per column). The rows correspond to genes, and columns correspond to the counts for the samples. Values must be tab separated, with the first row containing the sample/column labels and the first column containing the row/gene labels. Gene identifiers can be of any type but must be unique and not repeated within a counts file.
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620
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621 Example - **Separate Count Files**:
0
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622
3
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623 ========== =======
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624 **GeneID** **WT1**
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625 ---------- -------
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626 11287 1699
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627 11298 1905
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628 11302 6
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629 11303 2099
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630 11304 356
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631 11305 2528
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632 ========== =======
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633
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634 Example - **Single Count Matrix**:
0
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635
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636 ========== ======= ======= ======= ======== ======== ========
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637 **GeneID** **WT1** **WT2** **WT3** **Mut1** **Mut2** **Mut3**
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638 ---------- ------- ------- ------- -------- -------- --------
1
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639 11287 1699 1528 1601 1463 1441 1495
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640 11298 1905 1744 1834 1345 1291 1346
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641 11302 6 8 7 5 6 5
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642 11303 2099 1974 2100 1574 1519 1654
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643 11304 356 312 337 361 397 346
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644 11305 2528 2438 2493 1762 1942 2027
0
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645 ========== ======= ======= ======= ======== ======== ========
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646
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647 **Gene Annotations:**
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648 Optional input for gene annotations, this can contain more
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649 information about the genes than just an ID number. The annotations will
6
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650 be available in the differential expression results table and the optional normalised counts table. The file must contain a header row and have the gene IDs in the first column. The second column will be used to label the genes in the Volcano plot instead of the default Gene IDs. The number of rows should match that of the counts files, add NA for any gene IDs with no annotation. The Galaxy tool **annotateMyIDs** can be used to obtain annotations for human, mouse, fly and zebrafish.
0
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651
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652 Example:
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653
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654 ========== ========== ===================================================
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655 **GeneID** **Symbol** **GeneName**
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656 ---------- ---------- ---------------------------------------------------
4
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657 11287 Pzp pregnancy zone protein
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658 11298 Aanat arylalkylamine N-acetyltransferase
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659 11302 Aatk apoptosis-associated tyrosine kinase
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660 11303 Abca1 ATP-binding cassette, sub-family A (ABC1), member 1
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661 11304 Abca4 ATP-binding cassette, sub-family A (ABC1), member 4
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662 11305 Abca2 ATP-binding cassette, sub-family A (ABC1), member 2
0
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663 ========== ========== ===================================================
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664
1
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665 **Factor Information:**
3
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666 Enter factor names and groups in the tool form, or provide a tab-separated file that has the samples in the same order as listed in the columns of the counts matrix. The second column should contain the primary factor levels (e.g. WT, Mut) with optional additional columns for any secondary factors.
1
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667
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668 Example:
0
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669
1
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670 ========== ============ =========
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671 **Sample** **Genotype** **Batch**
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672 ---------- ------------ ---------
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673 WT1 WT b1
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674 WT2 WT b2
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675 WT3 WT b3
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676 Mut1 Mut b1
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677 Mut2 Mut b2
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678 Mut3 Mut b3
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679 ========== ============ =========
0
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680
3
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681 *Factor Name:* The name of the experimental factor being investigated e.g. Genotype, Treatment. One factor must be entered and spaces must not be used. Optionally, additional factors can be included, these are variables that might influence your experiment e.g. Batch, Gender, Subject. If additional factors are entered, edgeR will fit an additive linear model.
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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682
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683 *Groups:* The names of the groups for the factor. These must be entered in the same order as the samples (to which the groups correspond) are listed in the columns of the counts matrix. Spaces must not be used and if entered into the tool form above, the values should be separated by commas.
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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684
1
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685
0
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686 **Contrasts of Interest:**
1
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687 The contrasts you wish to make between levels.
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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688 A common contrast would be a simple difference between two levels: "Mut-WT"
0
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689 represents the difference between the mutant and wild type genotypes.
3
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690 Multiple contrasts must be entered separately using the Insert Contrast button, spaces must not be used.
0
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691
3
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692 **Filter Low Counts:**
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693 Genes with very low counts across all libraries provide little evidence for differential expression.
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694 In the biological point of view, a gene must be expressed at some minimal level before
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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695 it is likely to be translated into a protein or to be biologically important. In addition, the
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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696 pronounced discreteness of these counts interferes with some of the statistical approximations
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697 that are used later in the pipeline. These genes should be filtered out prior to further
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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698 analysis.
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699 As a rule of thumb, genes are dropped if they can’t possibly be expressed in all the samples
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700 for any of the conditions. Users can set their own definition of genes being expressed. Usually
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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701 a gene is required to have a count of 5-10 in a library to be considered expressed in that
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702 library. Users should also filter with count-per-million (CPM) rather than filtering on the
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703 counts directly, as the latter does not account for differences in library sizes between samples.
0
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704
3
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705 Option to ignore the genes that do not show significant levels of
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
706 expression, this filtering is dependent on two criteria: CPM/count and number of samples. You can specify to filter on CPM (Minimum CPM) or count (Minimum Count) values:
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
707
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708 * **Minimum CPM:** This is the minimum count per million that a gene must have in at
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
709 least the number of samples specified under Minimum Samples.
0
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710
3
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711 * **Minimum Count:** This is the minimum count that a gene must have. It can be combined with either Filter
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712 on Total Count or Minimum Samples.
0
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713
3
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diff changeset
714 * **Filter on Total Count:** This can be used with the Minimum Count filter to keep genes
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diff changeset
715 with a minimum total read count.
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diff changeset
716
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diff changeset
717 * **Minimum Samples:** This is the number of samples in which the Minimum CPM/Count
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718 requirement must be met in order for that gene to be kept.
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
719
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diff changeset
720 If the Minimum Samples filter is applied, only genes that exhibit a CPM/count greater than the required amount in at least the number of samples specified will be used for analysis. Care should be taken to
0
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diff changeset
721 ensure that the sample requirement is appropriate. In the case of an experiment
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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722 with two experimental groups each with two members, if there is a change from
3
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diff changeset
723 insignificant CPM/count to significant CPM/count but the sample requirement is set to 3,
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
724 then this will cause that gene to fail the criteria. When in doubt simply do not
3
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diff changeset
725 filter or consult the `limma User's Guide`_ for filtering recommendations.
0
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726
3
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727 **Advanced Options:**
0
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728
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729 By default error rate for multiple testing is controlled using Benjamini and
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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730 Hochberg's false discovery rate control at a threshold value of 0.05. However
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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731 there are options to change this to custom values.
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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732
3
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733 * **Minimum log2-fold-change Required:**
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734 In addition to meeting the requirement for the adjusted statistic for
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
735 multiple testing, the observation must have an absolute log2-fold-change
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
736 greater than this threshold to be considered significant, thus highlighted
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
737 in the MD plot.
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diff changeset
738
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739 * **Adjusted Threshold:**
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740 Set the threshold for the resulting value of the multiple testing control
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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741 method. Only observations whose statistic falls below this value is
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
742 considered significant, thus highlighted in the MD plot.
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743
0
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744 * **P-Value Adjustment Method:**
1
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745 Change the multiple testing control method, the options are BH(1995) and
0
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746 BY(2001) which are both false discovery rate controls. There is also
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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747 Holm(1979) which is a method for family-wise error rate control.
1
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748
6
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749 **Testing relative to a threshold (TREAT):**
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750 If there are a lot of differentially expressed genes, a fold change threshold can be applied in addition to the P-value threshold to select genes that are more likely to be biologically significant. However, ranking by P-value and discarding genes with small logFCs can increase the false discovery rate. Using the limma TREAT function performs this analysis correctly (`McCarthy and Smyth, 2009`_).
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751
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752 **Normalisation Method:**
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753 The most obvious technical factor that affects the read counts, other than gene expression
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
754 levels, is the sequencing depth of each RNA sample. edgeR adjusts any differential expression
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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755 analysis for varying sequencing depths as represented by differing library sizes. This is
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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756 part of the basic modeling procedure and flows automatically into fold-change or p-value
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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757 calculations. It is always present, and doesn’t require any user intervention.
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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758 The second most important technical influence on differential expression is one that is less
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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759 obvious. RNA-seq provides a measure of the relative abundance of each gene in each RNA
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760 sample, but does not provide any measure of the total RNA output on a per-cell basis.
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761 This commonly becomes important when a small number of genes are very highly expressed
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762 in one sample, but not in another. The highly expressed genes can consume a substantial
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763 proportion of the total library size, causing the remaining genes to be under-sampled in that
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764 sample. Unless this RNA composition effect is adjusted for, the remaining genes may falsely
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diff changeset
765 appear to be down-regulated in that sample . The edgeR `calcNormFactors` function normalizes for RNA composition by finding a set of scaling factors for the library sizes that minimize the log-fold changes between the samples for most genes. The default method for computing these scale factors uses a trimmed mean of M values (TMM) between each pair of samples. We call the product of the original library size and the scaling factor the *effective library size*. The effective library size replaces the original library size in all downsteam analyses. TMM is the recommended method for most RNA-Seq data where the majority (more than half) of the genes are believed not differentially expressed between any pair of the samples. You can change the normalisation method under **Advanced Options** above. For more information, see the `calcNormFactors` section in the `edgeR User's Guide`_.
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766
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767 **Robust Settings**
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768 Option to use robust settings with eBayes or TREAT, used by both limma-voom and limma-trend. Using robust settings is usually recommended to protect against outlier genes, for more information see the `limma User's Guide`_ and `Phipson et al. 2016`_. This is turned on by default.
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769
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770 **Prior Count:**
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771 If the limma-trend method is used, a count (`prior.count`) is added to all counts to avoid taking a log of zero, and damp down the variances of logarithms of low counts. A default of 3 is used, as recommended in the `limma User's Guide`_.
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772
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773 **Apply Sample Weights:**
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774 If the limma-voom method is used, an option is available to downweight outlier samples, such that their information is still
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775 used in the statistical analysis but their impact is reduced. Use this
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776 whenever significant outliers are present. The MDS plotting tool in this package
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diff changeset
777 is useful for identifying outliers. For more information on this option see Liu et al. (2015).
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778
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779
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780 **Outputs**
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781
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782 This tool outputs
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783
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784 * a table of differentially expressed genes for each contrast of interest
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785 * a HTML report with plots and additional information
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786
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787 Optionally, under **Output Options** you can choose to output
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diff changeset
788
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789 * a normalised counts table
4
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790 * the R script used by this tool
3
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791 * an RData file
1
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792
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793 -----
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794
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795 **Citations:**
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796
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797 Please try to cite the appropriate articles when you publish results obtained using software, as such citation is the main means by which the authors receive credit for their work.
0
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798
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diff changeset
799 limma
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800
1
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diff changeset
801 Please cite the paper below for the limma software itself. Please also try
0
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diff changeset
802 to cite the appropriate methodology articles that describe the statistical
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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diff changeset
803 methods implemented in limma, depending on which limma functions you are
3
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804 using. The methodology articles are listed in Section 2.1 of the `limma
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805 User's Guide`_.
0
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806
1
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807 * Smyth GK (2005). Limma: linear models for microarray data. In:
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808 'Bioinformatics and Computational Biology Solutions using R and
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diff changeset
809 Bioconductor'. R. Gentleman, V. Carey, S. Dudoit, R. Irizarry,
0
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diff changeset
810 W. Huber (eds), Springer, New York, pages 397-420.
1
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811
0
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812 * Law CW, Chen Y, Shi W, and Smyth GK (2014). Voom:
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813 precision weights unlock linear model analysis tools for
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814 RNA-seq read counts. Genome Biology 15, R29.
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diff changeset
815
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816 * 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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817
1
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818 * Ritchie, M. E., Diyagama, D., Neilson, J., van Laar, R., Dobrovic,
0
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819 A., Holloway, A., and Smyth, G. K. (2006). Empirical array quality weights
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820 for microarray data. BMC Bioinformatics 7, Article 261.
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diff changeset
821
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822
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823 edgeR
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824
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825 Please cite the first paper for the software itself and the other papers for
1
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826 the various original statistical methods implemented in edgeR. See
3
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827 Section 1.2 in the `edgeR User's Guide`_ for more detail.
0
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828
1
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829 * Robinson MD, McCarthy DJ and Smyth GK (2010). edgeR: a Bioconductor
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830 package for differential expression analysis of digital gene expression
0
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831 data. Bioinformatics 26, 139-140
1
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diff changeset
832
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833 * Robinson MD and Smyth GK (2007). Moderated statistical tests for assessing
0
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diff changeset
834 differences in tag abundance. Bioinformatics 23, 2881-2887
1
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diff changeset
835
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836 * Robinson MD and Smyth GK (2008). Small-sample estimation of negative
0
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837 binomial dispersion, with applications to SAGE data.
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838 Biostatistics, 9, 321-332
1
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839
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840 * McCarthy DJ, Chen Y and Smyth GK (2012). Differential expression analysis
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841 of multifactor RNA-Seq experiments with respect to biological variation.
0
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842 Nucleic Acids Research 40, 4288-4297
1
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843
0
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844 Please report problems or suggestions to: su.s@wehi.edu.au
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845
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846 .. _limma: http://www.bioconductor.org/packages/release/bioc/html/limma.html
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847 .. _limma approach: https://www.ncbi.nlm.nih.gov/pubmed/25605792
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848 .. _limma User's Guide: http://bioconductor.org/packages/release/bioc/vignettes/limma/inst/doc/usersguide.pdf
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849 .. _edgeR: http://www.bioconductor.org/packages/release/bioc/html/edgeR.html
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850 .. _edgeR User's Guide: https://bioconductor.org/packages/release/bioc/vignettes/edgeR/inst/doc/edgeRUsersGuide.pdf
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851 .. _McCarthy and Smyth, 2009: https://www.ncbi.nlm.nih.gov/pubmed/19176553
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852 .. _Phipson et al. 2016: https://www.ncbi.nlm.nih.gov/pubmed/28367255
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853 ]]></help>
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854 <citations>
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855 <citation type="doi">10.1186/gb-2014-15-2-r29</citation>
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856 <citation type="doi">10.1093/nar/gkv412</citation>
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857 </citations>
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858 </tool>