Mercurial > repos > iuc > limma_voom

annotate limma_voom.xml @ 13:d5a940112511 draft

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planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
author iuc
date Sun, 30 Sep 2018 10:51:29 -0400
parents 81796eb60bd0
children 3133e833b3ce
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d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
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1 <tool id="limma_voom" name="limma" version="3.34.9.9">
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2 <description>
3
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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
0
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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 <requirement type="package" version="1.6.0">bioconductor-glimma</requirement>
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15 </requirements>
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16
1
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17 <version_command><![CDATA[
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18 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: ")", Glimma version" $(R --vanilla --slave -e "library(Glimma); cat(sessionInfo()\$otherPkgs\$Glimma\$Version)" 2> /dev/null | grep -v -i "WARNING: ")
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19 ]]></version_command>
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21 <command detect_errors="exit_code"><![CDATA[
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22 #import json
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23 Rscript '$__tool_directory__/limma_voom.R'
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25 -R '$outReport'
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26 -o '$outReport.files_path'
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28 #if $input.format=="files":
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30 ## Adapted from DESeq2 wrapper
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31 #set $temp_factor_names = list()
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32 #for $fact in $input.rep_factor:
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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33 #set $temp_factor = list()
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34 #for $g in $fact.rep_group:
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35 #set $count_files = list()
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36 #for $file in $g.countsFile:
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37 $count_files.append(str($file))
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38 #end for
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39 $temp_factor.append( {str($g.groupName): $count_files} )
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40 #end for
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41
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42 $temp_factor.reverse()
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43 $temp_factor_names.append([str($fact.factorName), $temp_factor])
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44 #end for
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45 -j '#echo json.dumps(temp_factor_names)#'
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47 #elif $input.format=="matrix":
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48 -m '$input.counts'
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49 #if $input.fact.ffile=='yes':
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50 -f '$input.fact.finfo'
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51 #else:
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52 -i '${ '|'.join( ['%s::%s' % ($x.factorName, $x.groupNames) for x in $input.fact.rep_factor] ) }'
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53 #end if
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54 #end if
1
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56 #if $anno.annoOpt=='yes':
3
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57 -a '$anno.geneanno'
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58 #end if
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59
3
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60 -C '${ ','.join( ['%s' % $x.contrast for x in $rep_contrast] ) }'
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61
3
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62 #if $f.filt.filt_select == 'yes':
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63 #if $f.filt.cformat.format_select == 'cpm':
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64 -c '$f.filt.cformat.cpmReq'
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65 -s '$f.filt.cformat.cpmSampleReq'
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66 #elif $f.filt.cformat.format_select == 'counts':
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67 -z '$f.filt.cformat.cntReq'
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68 #if $f.filt.cformat.samples.count_select == 'total':
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69 -y
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70 #elif $f.filt.cformat.samples.count_select == 'sample':
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71 -s '$f.filt.cformat.samples.cntSampleReq'
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72 #end if
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73 #end if
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74 #end if
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75
8
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76 #if $out.plots:
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77 -P $out.plots
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78 #end if
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79
12
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80 #if $out.filtCounts:
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81 -F
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82 #end if
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83
3
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84 #if $out.normCounts:
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85 -x
1
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86 #end if
0
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87
11
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88 #if $out.libinfo:
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89 -L
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90 #end if
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91
3
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92 #if $out.rdaOption:
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93 -r
1
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94 #end if
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95
11
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96
3
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97 -l '$adv.lfc'
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98 -p '$adv.pVal'
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99 -d '$adv.pAdjust'
7
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100 -G '$adv.topgenes'
6
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101 #if $adv.treat:
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102 -T
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103 #end if
0
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104
3
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105 #if $deMethod.de_select == 'voom':
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106 #if $deMethod.weightOption:
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107 -w
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108 #end if
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109 #elif $deMethod.de_select == 'trend':
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110 -t $deMethod.prior_count
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111 #end if
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112
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113 -n '$adv.normalisationOption'
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114
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115 #if $adv.robOption:
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116 -b
1
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117 #end if
0
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118
1
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119 &&
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120 mkdir ./output_dir
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121
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122 &&
9
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123 #if $anno.annoOpt=='yes':
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124 cp -r ./glimma* '$outReport.files_path' &&
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125 #end if
13
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126
9
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127 cp '$outReport.files_path'/*tsv output_dir/
4
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128
13
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129 #if $out.filtCounts or $out.normCounts:
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130 && cp '$outReport.files_path'/*counts output_dir/
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131 #end if
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132
4
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133 #if $out.rscript:
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134 && cp '$__tool_directory__/limma_voom.R' '$rscript'
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135 #end if
1
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136 ]]></command>
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137
0
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138 <inputs>
3
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139
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140 <!-- DE Method Option -->
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141 <conditional name="deMethod">
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142 <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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143 <option value="voom" selected="True">limma-voom</option>
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144 <option value="trend">limma-trend</option>
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145 </param>
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146 <when value="voom">
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147 <param name="weightOption" type="boolean" truevalue="1" falsevalue="0" checked="false" label="Apply voom with sample quality weights?"
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148 help="Apply weights if outliers are present (voomWithQualityWeights). Default: False.">
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149 </param>
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150 </when>
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151 <when value="trend">
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152 <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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153 </when>
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154 </conditional>
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155 <!-- Counts and Factors -->
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156 <conditional name="input">
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157 <param name="format" type="select" label="Count Files or Matrix?"
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158 help="You can choose to input either separate count files (one per sample) or a single count matrix">
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159 <option value="files">Separate Count Files</option>
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160 <option value="matrix">Single Count Matrix</option>
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161 </param>
1
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162
3
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163 <when value="files">
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164 <repeat name="rep_factor" title="Factor" min="1">
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165 <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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166 <sanitizer>
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167 <valid initial="string.letters,string.digits"><add value="_" /></valid>
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168 </sanitizer>
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169 </param>
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170 <repeat name="rep_group" title="Group" min="2" default="2">
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171 <param name="groupName" type="text" label="Name"
4
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172 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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173 <sanitizer>
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174 <valid initial="string.letters,string.digits"><add value="_" /></valid>
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175 </sanitizer>
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176 </param>
4
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177 <param name="countsFile" type="data" format="tabular" multiple="true" label="Counts files"/>
3
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178 </repeat>
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179 </repeat>
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180 </when>
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181
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182 <when value="matrix">
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183 <param name="counts" type="data" format="tabular" label="Count Matrix"/>
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184
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185 <conditional name="fact">
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186 <param name="ffile" type="select" label="Input factor information from file?"
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187 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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188 <option value="no">No</option>
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189 <option value="yes">Yes</option>
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190 </param>
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191 <when value="yes">
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192 <param name="finfo" type="data" format="tabular" label="Factor File"/>
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193 </when>
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194 <when value="no" >
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195 <repeat name="rep_factor" title="Factor" min="1">
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196 <param name="factorName" type="text" label="Factor Name"
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197 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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198 <validator type="empty_field" />
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199 <validator type="regex" message="Please only use letters, numbers or underscores">^[\w]+$</validator>
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200 </param>
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201 <param name="groupNames" type="text" label="Groups"
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202 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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203 <validator type="empty_field" />
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204 <validator type="regex" message="Please only use letters, numbers or underscores, and separate levels by commas">^[\w,]+$</validator>
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205 </param>
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206 </repeat>
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207 </when>
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208 </conditional>
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209 </when>
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210 </conditional>
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211
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212 <!-- Gene Annotations -->
0
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213 <conditional name="anno">
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214 <param name="annoOpt" type="select" label="Use Gene Annotations?"
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215 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. An interactive Glimma MD plot and table will also be generated. See Help section below.">
0
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216 <option value="no">No</option>
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217 <option value="yes">Yes</option>
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218 </param>
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219 <when value="yes">
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220 <param name="geneanno" type="data" format="tabular" label="Gene Annotations"/>
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221 </when>
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222 <when value="no" />
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223 </conditional>
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224
3
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225 <!-- Contrasts -->
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226 <repeat name="rep_contrast" title="Contrast" min="1" default="1">
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227 <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-Ctrl1)-(Mut2-Ctrl2). 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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228 <validator type="empty_field" />
8
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229 <validator type="regex" message="Please only use letters, numbers or underscores">^[\(\w\)-]+$</validator>
0
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230 </param>
3
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231 </repeat>
1
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232
3
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233 <!-- Filter Options -->
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234 <section name="f" expanded="false" title="Filter Low Counts">
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235 <conditional name="filt">
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236 <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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237 <option value="no" selected="true">No</option>
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238 <option value="yes">Yes</option>
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239 </param>
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240 <when value="yes">
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241 <conditional name="cformat">
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242 <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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243 <option value="cpm">CPM</option>
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244 <option value="counts">Counts</option>
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245 </param>
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246 <when value="cpm">
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247 <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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248 <param name="cpmSampleReq" type="integer" value="0" min="0" label="Minimum Samples"
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249 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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250 </when>
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251 <when value="counts">
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252 <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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253 <conditional name="samples">
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254 <param name="count_select" type="select" label="Filter on Total Count or per Sample Count values?" >
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255 <option value="total">Total</option>
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256 <option value="sample">Sample</option>
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257 </param>
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258 <when value="total">
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259 <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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260 </when>
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261 <when value="sample">
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262 <param name="cntSampleReq" type="integer" value="0" min="0" label="Minimum Samples"
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263 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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264 </when>
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265 </conditional>
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266 </when>
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267 </conditional>
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268 </when>
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269 <when value="no" />
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270 </conditional>
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271 </section>
1
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272
3
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273 <!-- Output Options -->
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274 <section name="out" expanded="false" title="Output Options">
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275 <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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276 <option value="d">Density Plots (if filtering)</option>
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277 <option value="c">CpmsVsCounts Plots (if filtering on cpms)</option>
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278 <option value="b">Box Plots (if normalising)</option>
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279 <option value="x">MDS Extra (Dims 2vs3 and 3vs4)</option>
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280 <option value="m">MD Plots for individual samples</option>
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281 <option value="h">Heatmaps (top DE genes) </option>
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282 <option value="s">Stripcharts (top DE genes)</option>
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283 </param>
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284 <param name="filtCounts" type="boolean" truevalue="1" falsevalue="0" checked="false"
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285 label="Output Filtered Counts Table?"
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286 help="Output a file containing the raw filtered counts if Filter Low Counts is selected. Default: No">
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287 </param>
3
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288 <param name="normCounts" type="boolean" truevalue="1" falsevalue="0" checked="false"
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289 label="Output Normalised Counts Table?"
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290 help="Output a file containing the normalised counts, these are in log2 counts per million (logCPM). Default: No">
1
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291 </param>
11
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292 <param name="libinfo" type="boolean" truevalue="1" falsevalue="0" checked="false"
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293 label="Output Library information file?"
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294 help="Output a tabular file showing the library sizes, normalisation factors and effective library sizes for the samples. Default: No">
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295 </param>
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296 <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"/>
3
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297 <param name="rdaOption" type="boolean" truevalue="1" falsevalue="0" checked="false"
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298 label="Output RData file?"
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299 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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300 </param>
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301 </section>
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302
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303 <!-- Advanced Options -->
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304 <section name="adv" expanded="false" title="Advanced Options">
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305 <param name="lfc" type="float" value="0" min="0"
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306 label="Minimum Log2 Fold Change"
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307 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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308 <param name="pVal" type="float" value="0.05" min="0" max="1"
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309 label="P-Value Adjusted Threshold"
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310 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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311 <param name="pAdjust" type="select" label="P-Value Adjustment Method" help="Default: BH">
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312 <option value="BH" selected="true">Benjamini and Hochberg (1995)</option>
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313 <option value="BY">Benjamini and Yekutieli (2001)</option>
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314 <option value="holm">Holm (1979)</option>
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315 <option value="none">None</option>
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316 </param>
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317 <param name="treat" type="boolean" truevalue="1" falsevalue="0" checked="False"
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318 label="Test significance relative to a fold-change threshold (TREAT)"
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319 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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320 <param name="topgenes" type="integer" value="10" min="0" max="100"
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321 label="Number of genes to highlight in Volcano plot, Heatmap and Stripcharts"
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322 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."/>
3
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323 <param name="normalisationOption" type="select" label="Normalisation Method" help="Default: TMM">
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324 <option value="TMM" selected="true">TMM</option>
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325 <option value="RLE">RLE</option>
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326 <option value="upperquartile">Upperquartile</option>
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327 <option value="none">None (Don't normalise)</option>
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328 </param>
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329 <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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330 </section>
0
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331
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332 </inputs>
1
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333
0
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334 <outputs>
1
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335 <data name="outReport" format="html" label="${tool.name} on ${on_string}: Report" />
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336 <collection name="outTables" type="list" label="${tool.name} on ${on_string}: DE tables">
0
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337 <discover_datasets pattern="(?P&lt;name&gt;.+)\.tsv$" format="tabular" directory="output_dir" visible="false" />
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338 </collection>
13
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339 <data name="outFilt" format="tabular" from_work_dir="output_dir/*_filtcounts" label="${tool.name} on ${on_string}: Filtered counts">
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
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340 <filter>out['filtCounts']</filter>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
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341 </data>
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342 <data name="outNorm" format="tabular" from_work_dir="output_dir/*_normcounts" label="${tool.name} on ${on_string}: Normalised counts">
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
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343 <filter>out['normCounts']</filter>
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344 </data>
4
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345 <data name="rscript" format="txt" label="${tool.name} on ${on_string}: Rscript">
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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346 <filter>out['rscript']</filter>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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347 </data>
11
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348 <data name="libinfo" format="tabular" from_work_dir="libsizeinfo" label="${tool.name} on ${on_string}: Library information">
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349 <filter>out['libinfo']</filter>
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iuc
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350 </data>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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351 </outputs>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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352
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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353 <tests>
3
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parents: 2
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354 <!-- Ensure report is output -->
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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355 <test>
3
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356 <param name="format" value="matrix" />
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
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357 <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
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358 <repeat name="rep_factor">
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iuc
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359 <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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360 <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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361 </repeat>
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_contrast">
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
363 <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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364 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
365 <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
366 <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
367 </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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368 <param name="normalisationOption" value="TMM" />
7
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369 <param name="topgenes" value="6" />
1
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iuc
parents: 0
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370 <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
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371 <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
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372 <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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373 <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
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374 <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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375 </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
376 </element>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
377 <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
378 <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
379 <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
380 <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
381 </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
382 </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
383 </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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diff changeset
384 <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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385 <assert_contents>
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 <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
iuc
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387 <not_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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388 </assert_contents>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
389 </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
390 </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
391 <!-- Ensure annotation file input works -->
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
392 <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
393 <param name="format" value="matrix" />
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
394 <param name="annoOpt" value="yes" />
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 <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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diff changeset
396 <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
397 <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
398 <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
399 <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
400 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
401 <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
402 <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
403 </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
404 <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
405 <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
406 <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
407 <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
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diff changeset
408 <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
409 <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
410 <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
411 </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
412 </element>
1
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iuc
parents: 0
diff changeset
413 </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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diff changeset
414 </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
415 <!-- 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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diff changeset
416 <test>
3
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iuc
parents: 2
diff changeset
417 <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
418 <param name="rscript" value="True"/>
3
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iuc
parents: 2
diff changeset
419 <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
420 <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
421 <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
422 <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
423 <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
424 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
425 <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
426 <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
427 </repeat>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
428 <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
429 <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
parents:
diff changeset
430 <output name="outReport" >
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
431 <assert_contents>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
432 <has_text text="RData" />
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
433 </assert_contents>
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
434 </output>
9
4255881bebb1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f8052ab47b789da5ea47feb48e1b8e08b5fc1e0
iuc
parents: 8
diff changeset
435 <output name="rscript">
4255881bebb1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f8052ab47b789da5ea47feb48e1b8e08b5fc1e0
iuc
parents: 8
diff changeset
436 <assert_contents>
4255881bebb1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f8052ab47b789da5ea47feb48e1b8e08b5fc1e0
iuc
parents: 8
diff changeset
437 <has_text_matching expression="Task run time" />
4255881bebb1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f8052ab47b789da5ea47feb48e1b8e08b5fc1e0
iuc
parents: 8
diff changeset
438 </assert_contents>
4255881bebb1 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 5f8052ab47b789da5ea47feb48e1b8e08b5fc1e0
iuc
parents: 8
diff changeset
439 </output>
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
iuc
parents:
diff changeset
440 </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
441 <!-- 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
442 <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
443 <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
444 <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
445 <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
446 <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
447 <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
448 </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
449 <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
450 <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
451 <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
452 </repeat>
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_contrast">
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="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
455 </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
456 <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
457 <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
458 <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
459 <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
460 <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
461 <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
462 <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
463 </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
464 </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
465 </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
466 </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
467 <!-- 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
468 <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
469 <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
470 <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
471 <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
472 <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
473 <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
474 <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
475 </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
476 <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
477 <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
478 <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
479 <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
480 <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
481 <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
482 <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
483 </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
484 </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
485 </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
486 </test>
12
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
487 <!-- Ensure filtered and normalised count outputs 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
488 <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
489 <param name="format" value="matrix" />
12
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
490 <param name="filtCounts" 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
491 <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
492 <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
493 <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
494 <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
495 <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
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_contrast">
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="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
499 </repeat>
12
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
500 <param name="filt_select" value="yes" />
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
501 <param name="format_select" value="counts"/>
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
502 <param name="cntReq" value="10"/>
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
503 <param name="count_select" value="sample"/>
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
504 <param name="cntSampleReq" value="3"/>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
505 <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
506 <param name="topgenes" value="6" />
13
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
507 <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
508 <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
509 <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
510 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
12
81796eb60bd0 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 33651907e4d5d6672537b80142c022d2b4951e8c
iuc
parents: 11
diff changeset
511 <has_text_matching expression="11304.*0.45.*15.52.*4.94.*7.74.*0.0001.*5.27" />
4
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
512 </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
513 </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
514 </output_collection>
13
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
515 <output name="outNorm" ftype="tabular" >
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
516 <assert_contents>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
517 <has_text_matching expression="GeneID.*Mut1.*Mut2.*Mut3.*WT1.*WT2.*WT3" />
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
518 <has_text_matching expression="11304.*15.7.*15.8.*15.6.*15.3.*15.2.*15.2" />
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
519 </assert_contents>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
520 </output>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
521 <output name="outFilt" ftype="tabular" >
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
522 <assert_contents>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
523 <has_text_matching expression="GeneID.*Mut1.*Mut2.*Mut3.*WT1.*WT2.*WT3" />
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
524 <has_text_matching expression="11304.*361.*397.*346.*356.*312.*337" />
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
525 <not_has_text text="11302"/>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
526 </assert_contents>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
527 </output>
1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
iuc
parents: 0
diff changeset
528 </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
529 <!-- 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
530 <test>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
531 <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
532 <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
533 <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
534 <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
535 <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
536 <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
537 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
538 <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
539 <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
540 <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
541 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
542 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
543 <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
544 <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
545 <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
546 <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
547 <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
548 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
549 <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
550 <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
551 <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
552 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
553 <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
554 <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
555 <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
556 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
557 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
558 <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
559 <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
560 <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
561 <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
562 </repeat>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
563 <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
564 <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
565 </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
566 <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
567 <param name="normCounts" value="true" />
13
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
568 <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
569 <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
570 <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
571 <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
572 <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
573 </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
574 </element>
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
iuc
parents: 3
diff changeset
575 <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
576 <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
577 <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
578 <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
579 </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
580 </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
581 </output_collection>
13
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
582 <output name="outNorm" ftype="tabular" >
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
583 <assert_contents>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
584 <has_text_matching expression="EntrezID.*Symbol.*Mut1.*Mut2.*Mut3.*WT1.*WT2.*WT3" />
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
585 <has_text_matching expression="11304.*Abca4.*15.7545" />
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
586 </assert_contents>
d5a940112511 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 8560b34a261fde200bd77dc2e817d55d386ac811
iuc
parents: 12
diff changeset
587 </output>
3
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
588 </test>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
589 <!-- 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
590 <test>
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
iuc
parents: 2
diff changeset
591 <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
592 <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
593 <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
594 <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
595 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
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596 </repeat>
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597 <repeat name="rep_contrast">
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598 <param name="contrast" value="Mut-WT" />
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599 </repeat>
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600 <param name="normalisationOption" value="TMM" />
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601 <param name="topgenes" value="6" />
3
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602 <param name="de_select" value="trend" />
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603 <param name="rdaOption" value="true" />
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604 <output name="outReport" >
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605 <assert_contents>
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606 <has_text text="The limma-trend method was used" />
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607 </assert_contents>
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608 </output>
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609 <output_collection name="outTables" count="1">
4
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610 <element name="limma-trend_Mut-WT" ftype="tabular" >
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611 <assert_contents>
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612 <has_text_matching expression="GeneID.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
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613 <has_text_matching expression="11304.*0.4540" />
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614 </assert_contents>
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615 </element>
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616 </output_collection>
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617 </test>
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618 <!-- Ensure limma-trend option with annotation works -->
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619 <test>
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620 <param name="format" value="matrix" />
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621 <param name="counts" value="matrix.txt" />
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622 <param name="annoOpt" value="yes" />
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623 <param name="geneanno" value="anno.txt" />
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624 <repeat name="rep_factor">
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625 <param name="factorName" value="Genotype"/>
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626 <param name="groupNames" value="Mut,Mut,Mut,WT,WT,WT" />
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627 </repeat>
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628 <repeat name="rep_contrast">
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629 <param name="contrast" value="Mut-WT" />
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630 </repeat>
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631 <param name="normalisationOption" value="TMM" />
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632 <param name="topgenes" value="6" />
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633 <param name="de_select" value="trend" />
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634 <param name="rdaOption" value="true" />
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635 <output name="outReport" >
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636 <assert_contents>
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637 <has_text text="The limma-trend method was used" />
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638 </assert_contents>
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639 </output>
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640 <output_collection name="outTables" count="1">
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641 <element name="limma-trend_Mut-WT" ftype="tabular" >
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642 <assert_contents>
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643 <has_text_matching expression="EntrezID.*Symbol.*logFC.*AveExpr.*t.*P.Value.*adj.P.Val.*B" />
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644 <has_text_matching expression="11304.*0.4540" />
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645 </assert_contents>
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646 </element>
3
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647 </output_collection>
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648 </test>
0
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649 </tests>
1
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650
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651 <help><![CDATA[
0
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652 .. class:: infomark
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653
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654 **What it does**
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655
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656 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. If an annotation file is provided, interactive Glimma_ plots and a table of differentially expressed genes will also be generated. See an example workflow here_.
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657
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658 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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659
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660 -----
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661
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662 **Inputs**
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663
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664 **Differential Expression Method:**
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665 Option to use the limma-voom or limma-trend approach for differential expression. The default is limma-voom.
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666 If the sequencing depth is reasonably consistent across the RNA samples, then the simplest and most
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667 robust approach to differential expression is to use limma-trend. This approach will usually work well if the
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668 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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669
0
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670 **Counts Data:**
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671 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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672
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673 Example - **Separate Count Files**:
0
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674
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675 ========== =======
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676 **GeneID** **WT1**
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677 ---------- -------
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678 11287 1699
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679 11298 1905
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680 11302 6
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681 11303 2099
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682 11304 356
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683 11305 2528
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684 ========== =======
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685
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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686 Example - **Single Count Matrix**:
0
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687
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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688 ========== ======= ======= ======= ======== ======== ========
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689 **GeneID** **WT1** **WT2** **WT3** **Mut1** **Mut2** **Mut3**
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690 ---------- ------- ------- ------- -------- -------- --------
1
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691 11287 1699 1528 1601 1463 1441 1495
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692 11298 1905 1744 1834 1345 1291 1346
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693 11302 6 8 7 5 6 5
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694 11303 2099 1974 2100 1574 1519 1654
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695 11304 356 312 337 361 397 346
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696 11305 2528 2438 2493 1762 1942 2027
0
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697 ========== ======= ======= ======= ======== ======== ========
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698
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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699 **Gene Annotations:**
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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700 Optional input for gene annotations, this can contain more
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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701 information about the genes than just an ID number. The annotations will
9
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702 be available in the differential expression results table and the optional normalised counts table. They will also be used to generate interactive Glimma_ MD plots and table of differential expression, a link to the Glimma plots will be provided in the report. The input annotation 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 and interactive Glimma plots, additional columns will be available in the Glimma interactive table. 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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703
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704 Example:
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705
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706 ========== ========== ===================================================
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707 **GeneID** **Symbol** **GeneName**
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708 ---------- ---------- ---------------------------------------------------
4
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709 11287 Pzp pregnancy zone protein
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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710 11298 Aanat arylalkylamine N-acetyltransferase
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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711 11302 Aatk apoptosis-associated tyrosine kinase
a61a6e62e91f planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 6a458881c0819b75e55e64b3f494679d43bb9ee8
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712 11303 Abca1 ATP-binding cassette, sub-family A (ABC1), member 1
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713 11304 Abca4 ATP-binding cassette, sub-family A (ABC1), member 4
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714 11305 Abca2 ATP-binding cassette, sub-family A (ABC1), member 2
0
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715 ========== ========== ===================================================
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716
1
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717 **Factor Information:**
3
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718 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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719
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720 Example:
0
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721
1
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722 ========== ============ =========
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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diff changeset
723 **Sample** **Genotype** **Batch**
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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724 ---------- ------------ ---------
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725 WT1 WT b1
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726 WT2 WT b2
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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727 WT3 WT b3
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728 Mut1 Mut b1
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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729 Mut2 Mut b2
76d01fe0ec36 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 58c05c0ce9334f8b9c800283cfd1f40573546edd
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730 Mut3 Mut b3
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731 ========== ============ =========
0
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732
3
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733 *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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734
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diff changeset
735 *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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736
1
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737
0
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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738 **Contrasts of Interest:**
1
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739 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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740 A common contrast would be a simple difference between two levels: "Mut-WT"
0
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741 represents the difference between the mutant and wild type genotypes.
3
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742 Multiple contrasts must be entered separately using the Insert Contrast button, spaces must not be used.
0
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743
3
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744 **Filter Low Counts:**
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745 Genes with very low counts across all libraries provide little evidence for differential expression.
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746 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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747 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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748 pronounced discreteness of these counts interferes with some of the statistical approximations
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749 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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diff changeset
750 analysis.
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751 As a rule of thumb, genes are dropped if they can’t possibly be expressed in all the samples
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752 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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753 a gene is required to have a count of 5-10 in a library to be considered expressed in that
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754 library. Users should also filter with count-per-million (CPM) rather than filtering on the
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755 counts directly, as the latter does not account for differences in library sizes between samples.
0
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756
3
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757 Option to ignore the genes that do not show significant levels of
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758 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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759
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760 * **Minimum CPM:** This is the minimum count per million that a gene must have in at
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761 least the number of samples specified under Minimum Samples.
0
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762
3
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763 * **Minimum Count:** This is the minimum count that a gene must have. It can be combined with either Filter
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764 on Total Count or Minimum Samples.
0
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diff changeset
765
3
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766 * **Filter on Total Count:** This can be used with the Minimum Count filter to keep genes
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diff changeset
767 with a minimum total read count.
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parents: 2
diff changeset
768
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769 * **Minimum Samples:** This is the number of samples in which the Minimum CPM/Count
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770 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
771
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772 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
773 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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774 with two experimental groups each with two members, if there is a change from
3
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775 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
776 then this will cause that gene to fail the criteria. When in doubt simply do not
3
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777 filter or consult the `limma User's Guide`_ for filtering recommendations.
0
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778
3
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779 **Advanced Options:**
0
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diff changeset
780
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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781 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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782 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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783 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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784
3
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785 * **Minimum log2-fold-change Required:**
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786 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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787 multiple testing, the observation must have an absolute log2-fold-change
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788 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
789 in the MD plot.
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diff changeset
790
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791 * **Adjusted Threshold:**
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792 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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793 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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794 considered significant, thus highlighted in the MD plot.
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diff changeset
795
0
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796 * **P-Value Adjustment Method:**
1
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797 Change the multiple testing control method, the options are BH(1995) and
0
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798 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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diff changeset
799 Holm(1979) which is a method for family-wise error rate control.
1
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diff changeset
800
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801 **Testing relative to a threshold (TREAT):**
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802 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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803
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804 **Normalisation Method:**
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805 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
806 levels, is the sequencing depth of each RNA sample. edgeR adjusts any differential expression
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diff changeset
807 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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diff changeset
808 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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809 calculations. It is always present, and doesn’t require any user intervention.
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810 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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diff changeset
811 obvious. RNA-seq provides a measure of the relative abundance of each gene in each RNA
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diff changeset
812 sample, but does not provide any measure of the total RNA output on a per-cell basis.
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813 This commonly becomes important when a small number of genes are very highly expressed
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
814 in one sample, but not in another. The highly expressed genes can consume a substantial
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
815 proportion of the total library size, causing the remaining genes to be under-sampled in that
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diff changeset
816 sample. Unless this RNA composition effect is adjusted for, the remaining genes may falsely
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
817 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`_.
1
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diff changeset
818
3
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diff changeset
819 **Robust Settings**
6
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diff changeset
820 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.
3
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diff changeset
821
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822 **Prior Count:**
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823 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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diff changeset
824
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825 **Apply Sample Weights:**
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826 If the limma-voom method is used, an option is available to downweight outlier samples, such that their information is still
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
827 used in the statistical analysis but their impact is reduced. Use this
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
828 whenever significant outliers are present. The MDS plotting tool in this package
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
829 is useful for identifying outliers. For more information on this option see Liu et al. (2015).
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diff changeset
830
0
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831
1
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diff changeset
832 **Outputs**
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833
3
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diff changeset
834 This tool outputs
38aab66ae5cb planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 1640914b9812b0482a3cf684f05465f8d9cfdc65
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diff changeset
835
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836 * a table of differentially expressed genes for each contrast of interest
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837 * a HTML report with plots and additional information
9
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diff changeset
838 * an interactive Glimma MD plot and table (if annotation file provided)
3
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diff changeset
839
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diff changeset
840 Optionally, under **Output Options** you can choose to output
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diff changeset
841
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842 * a normalised counts table
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diff changeset
843 * a library size information file
4
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diff changeset
844 * the R script used by this tool
3
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diff changeset
845 * an RData file
1
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846
0
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diff changeset
847 -----
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848
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849 **Citations:**
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850
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851 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.
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852
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853 limma
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854
1
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855 Please cite the paper below for the limma software itself. Please also try
0
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856 to cite the appropriate methodology articles that describe the statistical
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857 methods implemented in limma, depending on which limma functions you are
3
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858 using. The methodology articles are listed in Section 2.1 of the `limma
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859 User's Guide`_.
0
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860
1
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861 * Smyth GK (2005). Limma: linear models for microarray data. In:
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862 'Bioinformatics and Computational Biology Solutions using R and
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863 Bioconductor'. R. Gentleman, V. Carey, S. Dudoit, R. Irizarry,
0
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864 W. Huber (eds), Springer, New York, pages 397-420.
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865
0
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866 * Law CW, Chen Y, Shi W, and Smyth GK (2014). Voom:
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867 precision weights unlock linear model analysis tools for
bdebdea5f6a7 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/limma_voom commit 2f34a215c35f08c3666f314a87d235437baa1d21
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868 RNA-seq read counts. Genome Biology 15, R29.
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869
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870 * 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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871
1
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872 * Ritchie, M. E., Diyagama, D., Neilson, J., van Laar, R., Dobrovic,
0
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873 A., Holloway, A., and Smyth, G. K. (2006). Empirical array quality weights
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874 for microarray data. BMC Bioinformatics 7, Article 261.
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875
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876
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877 edgeR
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878
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879 Please cite the first paper for the software itself and the other papers for
1
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880 the various original statistical methods implemented in edgeR. See
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881 Section 1.2 in the `edgeR User's Guide`_ for more detail.
0
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882
1
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883 * Robinson MD, McCarthy DJ and Smyth GK (2010). edgeR: a Bioconductor
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884 package for differential expression analysis of digital gene expression
0
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885 data. Bioinformatics 26, 139-140
1
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886
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887 * Robinson MD and Smyth GK (2007). Moderated statistical tests for assessing
0
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888 differences in tag abundance. Bioinformatics 23, 2881-2887
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889
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890 * Robinson MD and Smyth GK (2008). Small-sample estimation of negative
0
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891 binomial dispersion, with applications to SAGE data.
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892 Biostatistics, 9, 321-332
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893
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894 * McCarthy DJ, Chen Y and Smyth GK (2012). Differential expression analysis
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895 of multifactor RNA-Seq experiments with respect to biological variation.
0
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896 Nucleic Acids Research 40, 4288-4297
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897
0
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898 Please report problems or suggestions to: su.s@wehi.edu.au
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899
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900 .. _limma: http://www.bioconductor.org/packages/release/bioc/html/limma.html
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901 .. _Glimma: https://bioconductor.org/packages/release/bioc/html/Glimma.html
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902 .. _here: https://f1000research.com/articles/5-1408/v2
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903 .. _limma approach: https://www.ncbi.nlm.nih.gov/pubmed/25605792
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904 .. _limma User's Guide: http://bioconductor.org/packages/release/bioc/vignettes/limma/inst/doc/usersguide.pdf
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905 .. _edgeR: http://www.bioconductor.org/packages/release/bioc/html/edgeR.html
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906 .. _edgeR User's Guide: https://bioconductor.org/packages/release/bioc/vignettes/edgeR/inst/doc/edgeRUsersGuide.pdf
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907 .. _McCarthy and Smyth, 2009: https://www.ncbi.nlm.nih.gov/pubmed/19176553
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908 .. _Phipson et al. 2016: https://www.ncbi.nlm.nih.gov/pubmed/28367255
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909 ]]></help>
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910 <citations>
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911 <citation type="doi">10.1186/gb-2014-15-2-r29</citation>
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912 <citation type="doi">10.1093/nar/gkv412</citation>
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913 </citations>
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914 </tool>