annotate cravatp_submit.xml @ 1:2c7bcc1219fc draft

Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
author galaxyp
date Thu, 16 Aug 2018 12:27:35 -0400
parents
children a018c44dc18b
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1
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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1 <tool id="cravatp_submit" name="CRAVAT-P Submit, Intersect, Check, and Retrieve" version="1.0.0">
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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2 <description>| Submits, intersects, checks for, and retrieves data for cancer annotation.</description>
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3 <command detect_errors="aggressive">
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4 <![CDATA[
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5 #if $proteo.proteoInput == 'yes':
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6 #if '$analysis.type' == 'CHASM' or '$analysis.type' == 'CHASM+VEST':
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7 python '$__tool_directory__/cravatp_submit.py' '$input' '$GRCh' '$variant' '$gene' '$noncoding' '$error' '$analysis.type' --classifier '$analysis.classifier' --proBED '$proBED' --intersectOnly '$proteo.intersectedVariants' --vcfOutput '$vcf_output'
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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8 #else:
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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9 python '$__tool_directory__/cravatp_submit.py' '$input' '$GRCh' '$variant' '$gene' '$noncoding' '$error' '$analysis.type' --proBED '$proBED' --intersectOnly '$proteo.intersectedVariants' --vcfOutput '$vcf_output'
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10 #end if
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11 #else:
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12 #if $analysis.type == 'CHASM' or $analysis.type == 'CHASM+VEST':
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13 python '$__tool_directory__/cravatp_submit.py' '$input' '$GRCh' '$variant' '$gene' '$noncoding' '$error' '$analysis.type' --classifier '$analysis.classifier'
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14 #else:
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15 python '$__tool_directory__/cravatp_submit.py' '$input' '$GRCh' '$variant' '$gene' '$noncoding' '$error' '$analysis.type'
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16 #end if
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17 #end if
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18 ]]></command>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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19
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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20 <inputs>
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21 <param format="vcf" name="input" type="data" label="Source file" help="Accepts transcriptomic or genomic inputs (e.g., tabular, VCF). Additional details can be found below."></param>
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22 <conditional name="proteo">
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23 <param name="proteoInput" type="select" label="Intersect with proteogenomic input?" help="Source file (first input) must be in genomic input to enable intersection with this proteogenomic file.">
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24 <option value="yes">Yes</option>
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25 <option value="no" selected="true">No</option>
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26 </param>
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27 <when value="yes">
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28 <param format="BED" name="proBED" type="data" label="Peptides with Genomic Coordinates (ProBED Format)"></param>
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29 <param name="intersectedVariants" type="boolean" checked="false" label="Submit only intersected variants?" help="Submits the intersected portion of the genomic file to CRAVAT's server. Restricting analysis to only intersected variants takes less time but also provides less-comprehensive results."></param>
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30 <param name="output_vcf" type="boolean" checked="false" label="Output intersected genomic file?" help="The intersected genomic file (e.g., VCF) will be included as a result."></param>
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31 </when>
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32 <when value="no">
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33 </when>
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34 </conditional>
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35 <conditional name="analysis">
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36 <param format="tabular" name="type" type="select" label="Analysis Program" help="VEST and CHASM are machine learning methods for predicting the pathogenicity and functional significance of variants, respectively.">
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37 <option value="None">None</option>
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38 <option value="CHASM">CHASM</option>
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39 <option value="VEST">VEST</option>
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40 <option value="CHASM+VEST">CHASM and VEST</option>
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41 </param>
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42 <when value="None"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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43 <when value="VEST"/>
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44 <when value="CHASM">
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45 <param format="tabular" name="classifier" type="select" label="CHASM Classifier">
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46 <option value="Bladder">Bladder</option>
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47 <option value="Blood-Lymphocyte">Blood-Lymphocyte</option>
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48 <option value="Blood-Myeloid">Blood-Myeloid</option>
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49 <option value="Brain-Glioblastoma-Multiforme">Brain-Glioblastoma-Multiforme</option>
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50 <option value="Brain-Lower-Grade-Glioma">Brain-Lower-Grade-Glioma</option>
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51 <option value="Breast">Breast</option>
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52 <option value="Cervix">Cervix</option>
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53 <option value="Colon">Colon</option>
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54 <option value="GID">GID</option>
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55 <option value="Head-and-Neck">Head-and-Neck</option>
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56 <option value="Kidney-Chromophobe">Kidney-Chromophobe</option>
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57 <option value="Kidney-Clear-Cell">Kidney-Clear-Cell</option>
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58 <option value="Kidney-Papillary-Cell">Kidney-Papillary-Cell</option>
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59 <option value="Liver-Nonviral">Liver-Nonviral</option>
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60 <option value="Liver-Viral">Liver-Viral</option>
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61 <option value="Lung-Adenocarcinoma">Lung-Adenocarcinoma</option>
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62 <option value="Lung-Squamous-Cell">Lung-Squamous-Cell</option>
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63 <option value="Other">Other</option>
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64 <option value="Ovary">Ovary</option>
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65 <option value="Pancreas">Pancreas</option>
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66 <option value="Prostate-Adenocarcinoma">Prostate-Adenocarcinoma</option>
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67 <option value="Rectum">Rectum</option>
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68 <option value="Skin">Skin</option>
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69 <option value="Stomach">Stomach</option>
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70 <option value="Thyroid">Thyroid</option>
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71 <option value="Uterus">Uterus</option>
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72 </param>
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73 </when>
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74 <when value="CHASM+VEST">
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75 <param format="tabular" name="classifier" type="select" label="CHASM Classifier">
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76 <option value="Bladder">Bladder</option>
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77 <option value="Blood-Lymphocyte">Blood-Lymphocyte</option>
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78 <option value="Blood-Myeloid">Blood-Myeloid</option>
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79 <option value="Brain-Glioblastoma-Multiforme">Brain-Glioblastoma-Multiforme</option>
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80 <option value="Brain-Lower-Grade-Glioma">Brain-Lower-Grade-Glioma</option>
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81 <option value="Breast">Breast</option>
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82 <option value="Cervix">Cervix</option>
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83 <option value="Colon">Colon</option>
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84 <option value="GID">GID</option>
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85 <option value="Head-and-Neck">Head-and-Neck</option>
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86 <option value="Kidney-Chromophobe">Kidney-Chromophobe</option>
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87 <option value="Kidney-Clear-Cell">Kidney-Clear-Cell</option>
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88 <option value="Kidney-Papillary-Cell">Kidney-Papillary-Cell</option>
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89 <option value="Liver-Nonviral">Liver-Nonviral</option>
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90 <option value="Liver-Viral">Liver-Viral</option>
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91 <option value="Lung-Adenocarcinoma">Lung-Adenocarcinoma</option>
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92 <option value="Lung-Squamous-Cell">Lung-Squamous-Cell</option>
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93 <option value="Other">Other</option>
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94 <option value="Ovary">Ovary</option>
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95 <option value="Pancreas">Pancreas</option>
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96 <option value="Prostate-Adenocarcinoma">Prostate-Adenocarcinoma</option>
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97 <option value="Rectum">Rectum</option>
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98 <option value="Skin">Skin</option>
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99 <option value="Stomach">Stomach</option>
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100 <option value="Thyroid">Thyroid</option>
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101 <option value="Uterus">Uterus</option>
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102 </param>
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103 </when>
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104 </conditional>
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105 <!-- TODO: programatically retrieve the GRCh from a dataset rather than manually selecting it.-->
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106 <param format="tabular" name="GRCh" type="select" label="Genome Reference Consortium Human Build (GRCh)"
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107 help="The default human reference genome used for annotation is GRCh38, released on December 24th, 2013 from the Genome Reference Consortium.">
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108 <option value="GRCh38">GRCh38/hg38</option>
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109 <option value="GRCh37">GRCh37/hg19</option>
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110 </param>
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111 </inputs>
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112 <outputs>
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113 <collection name="results" type="list" label="CRAVAT Results on ${on_string}">
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114 <data format="tabular" label="CRAVAT: Gene Level Annotation Report on ${on_string}" name="gene" />
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115 <data format="tabular" label="CRAVAT: Variant Report on ${on_string}" name="variant" />
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116 <data format="tabular" label="CRAVAT: Non-coding Variant Report on ${on_string}" name="noncoding" />
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117 <data format="tabular" label="CRAVAT: Errors on ${on_string}" name="error" />
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118 </collection>
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119 <data format="vcf" label="Intersected VCF on ${on_string}" name="vcf_output">
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120 <filter>proteo['proteoInput'] == 'yes' and proteo['output_vcf']</filter>
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121 </data>
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122 </outputs>
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123 <tests>
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124 <!-- GRCh38/hg38 and no analysis test case -->
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125 <test>
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126 <param name="input" value="Freebayes_one-variant.vcf"/>
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127 <param name="GRCh" value="GRCh38"/>
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128 <param name="variant" value="variant.tsv"/>
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129 <param name="gene" value="gene.tsv"/>
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130 <param name="noncoding" value="noncoding.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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131 <param name="error" value="error.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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132 <param name="type" value="None"/>
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133 <output_collection name="results" type="list">
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134 <element name="variant">
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135 <assert_contents>
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136 <has_text text="#Variant Report" />
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137 <has_text text="hg38"/>
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138 <has_text text="UPF1" />
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139 <not_has_text text="VEST" />
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140 </assert_contents>
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141 </element>
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142 </output_collection>
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143 </test>
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144 <!-- GRCh38/hg38 and no analysis test case -->
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145 <test>
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146 <param name="input" value="Freebayes_one-variant.vcf"/>
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147 <param name="GRCh" value="GRCh38"/>
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148 <param name="variant" value="variant.tsv"/>
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149 <param name="gene" value="gene.tsv"/>
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150 <param name="noncoding" value="noncoding.tsv"/>
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151 <param name="error" value="error.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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152 <param name="type" value="None"/>
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153 <output_collection name="results" type="list">
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154 <element name="variant">
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155 <assert_contents>
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156 <has_text text="#Variant Report" />
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157 <has_text text="hg38"/>
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galaxyp
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158 <has_text text="UPF1" />
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159 <not_has_text text="VEST" />
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160 </assert_contents>
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161 </element>
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162 </output_collection>
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163 </test>
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164 <!-- GRCh37/hg19 and no analysis test case -->
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165 <test>
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166 <param name="input" value="Freebayes_one-variant.vcf"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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167 <param name="GRCh" value="GRCh37"/>
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168 <param name="variant" value="variant.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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169 <param name="gene" value="gene.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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170 <param name="noncoding" value="noncoding.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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171 <param name="error" value="error.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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diff changeset
172 <param name="type" value="None"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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173 <output_collection name="results" type="list">
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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174 <element name="variant">
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175 <assert_contents>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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176 <has_text text="#Variant Report" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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177 <has_text text="hg19"/>
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178 <not_has_text text="VEST" />
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179 </assert_contents>
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180 </element>
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181 </output_collection>
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182 </test>
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183 <!-- CHASM with "Breast" classifier test case -->
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184 <test>
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185 <param name="input" value="Freebayes_one-variant.vcf"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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186 <param name="GRCh" value="GRCh38"/>
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187 <param name="variant" value="variant.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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188 <param name="gene" value="gene.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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189 <param name="noncoding" value="noncoding.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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190 <param name="error" value="error.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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191 <param name="type" value="CHASM"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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192 <param name="classifier" value="Breast"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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193 <output_collection name="results" type="list">
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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194 <element name="variant">
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195 <assert_contents>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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196 <has_text text="hg38"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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197 <has_text text="UPF1" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
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198 <has_text text="Breast" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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199 <has_text text="#Variant Report" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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diff changeset
200 <not_has_text text="VEST" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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diff changeset
201 </assert_contents>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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202 </element>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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203 </output_collection>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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204 </test>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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diff changeset
205 <!-- Proteogenomic test case -->
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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206 <test>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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diff changeset
207 <param name="input" value="Freebayes_one-variant.vcf"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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208 <param name="GRCh" value="GRCh38"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
209 <param name="variant" value="variant.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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diff changeset
210 <param name="gene" value="gene.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
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diff changeset
211 <param name="noncoding" value="noncoding.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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diff changeset
212 <param name="error" value="error.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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213 <param name="type" value="CHASM" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
214 <param name="classifier" value="Breast" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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diff changeset
215 <param name="proteoInput" value="yes" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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216 <param name="proBED" value="MCF7_proBed.bed"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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diff changeset
217 <output_collection name="results" type="list">
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galaxyp
parents:
diff changeset
218 <element name="variant">
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219 <assert_contents>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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parents:
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220 <has_text text="#Variant Report" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
221 <has_text text="hg38"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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222 <has_text text="UPF1" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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223 <has_text text="EAIDSPVSFLVLHNQIR" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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224 </assert_contents>
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225 </element>
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226 </output_collection>
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227 </test>
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diff changeset
228 <!-- "Output intersected VCF" test case -->
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229 <test>
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230 <param name="input" value="Freebayes_one-variant.vcf"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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parents:
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231 <param name="GRCh" value="GRCh38"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
232 <param name="variant" value="variant.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
233 <param name="gene" value="gene.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
234 <param name="noncoding" value="noncoding.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
235 <param name="error" value="error.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
236 <param name="type" value="CHASM" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
237 <param name="classifier" value="Breast" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
238 <param name="proteoInput" value="yes" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
239 <param name="proBED" value="MCF7_proBed.bed"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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240 <param name="output_vcf" value="true"/>
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diff changeset
241 <output name="vcf_output" file="results/intersected_vcf.vcf"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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242 </test>
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galaxyp
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diff changeset
243 <!-- "Only intersected proteogenomic variants submitted" test case-->
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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244 <test>
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245 <param name="input" value="Freebayes_two-variants.vcf"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
246 <param name="GRCh" value="GRCh38"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
247 <param name="variant" value="variant.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
248 <param name="gene" value="gene.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
249 <param name="noncoding" value="noncoding.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
250 <param name="error" value="error.tsv"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
251 <param name="type" value="CHASM" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
252 <param name="classifier" value="Breast" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
253 <param name="proteoInput" value="yes" />
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
254 <param name="proBED" value="MCF7_proBed.bed"/>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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255 <param name="intersectedVariants" value="true" />
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parents:
diff changeset
256 <output_collection name="results" type="list">
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
diff changeset
257 <element name="variant">
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
galaxyp
parents:
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258 <assert_contents>
2c7bcc1219fc Updated cravatool to version 1.0 with updated formatting and new CRAVAT target URL.
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259 <has_text text="hg38"/>
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260 <has_text text="UPF1" />
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261 <not_has_text text="CRABP2"/>
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262 </assert_contents>
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263 </element>
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264 </output_collection>
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265 </test>
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266 </tests>
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267 <help><![CDATA[
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268 This tool submits, checks for, and retrieves data for cancer annotation from the CRAVAT platform at https://www.cravat.us.
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269 For additional details on input format, visit this link: http://cravat.us/CRAVAT/help.jsp.
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270
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271 -----
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272
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273 **Input Type Example:**
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274
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275 CRAVAT Format (*Genomic-coordinate format*)
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276
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277 ===== ===== ========= ====== ========= ========= ====================
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278 UID Chr. Position Strand Ref. base Alt. base Sample ID (optional)
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279 ===== ===== ========= ====== ========= ========= ====================
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280 TR1 chr17 7674188 \- G T TCGA-02-0231
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281 TR2 chr10 121520166 \- G A TCGA-02-3512
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282 TR3 chr13 48459831 \+ C A TCGA-02-3532
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283 TR4 chr7 116777451 \+ G T TCGA-02-1523
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284 TR5 chr7 140753336 \- T A TCGA-02-0023
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285 TR6 chr17 39724745 \+ G T TCGA-02-0252
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286 Ins1 chr17 39724745 \+ \- T TCGA-02-0252
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287 Del1 chr17 39724745 \+ A \- TCGA-02-0252
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288 CSub1 chr2 39644095 \+ ATGCT GA TCGA-02-0252
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289 ===== ===== ========= ====== ========= ========= ====================
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290 ]]>
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291 </help>
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292 <citations>
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293 <citation type="doi">10.1158/0008-5472.CAN-17-0338</citation>
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294 <citation type="doi">10.1186/s13059-017-1377-x</citation>
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295 </citations>
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296 </tool>