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1 <tool id="hgv_snpFreq" name="snpFreq" version="1.0.1">
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2 <description>significant SNPs in case-control data</description>
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3
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4 <requirements>
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5 <requirement type="package" version="2.11.0">R</requirement>
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6 <requirement type="package" version="1.34.0">bioc_qvalue</requirement>
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7 </requirements>
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8
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9 <command interpreter="perl">
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10 snpFreq2.pl $inTypeCond.inType 0.05 $input $output
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11 #if $inTypeCond.inType == "tab"
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12 $inTypeCond.group1_1 $inTypeCond.group1_2 $inTypeCond.group1_3
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13 $inTypeCond.group2_1 $inTypeCond.group2_2 $inTypeCond.group2_3 0.05
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14 #else if $inTypeCond.inType == "snp"
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15 $group1 $group2
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16 #end if
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17 </command>
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18
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19 <inputs>
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20 <conditional name="inTypeCond">
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21 <param name="inType" type="select" label="Format of input" >
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22 <option value="tab">Alleles pre-counted</option>
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23 <option value="snp">SNP table</option>
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24 </param>
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25 <when value="tab">
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26 <param format="tabular" name="input" type="data" label="Dataset" />
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27 <param name="group1_1" label="Column with genotype 1 count for group 1" type="data_column" data_ref="input" />
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28 <param name="group1_2" label="Column with genotype 2 count for group 1" type="data_column" data_ref="input" />
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29 <param name="group1_3" label="Column with genotype 3 count for group 1" type="data_column" data_ref="input" />
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30 <param name="group2_1" label="Column with genotype 1 count for group 2" type="data_column" data_ref="input" />
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31 <param name="group2_2" label="Column with genotype 2 count for group 2" type="data_column" data_ref="input" />
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32 <param name="group2_3" label="Column with genotype 3 count for group 2" type="data_column" data_ref="input" />
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33 </when>
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34 <when value="snp">
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35 <param format="snp" name="input" type="data" label="SNP Dataset" />
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36 <param format="ind" name="group1" type="data" label="Group 1" />
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37 <param format="ind" name="group2" type="data" label="Group 2" />
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38 </when>
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39 </conditional>
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40 </inputs>
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41
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42 <outputs>
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43 <data format="tabular" name="output" />
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44 </outputs>
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45
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46 <tests>
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47 <test>
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48 <param name="inType" value="tab" />
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49 <param name="input" ftype="tabular" value="snpFreqInput.txt" dbkey="hg18" />
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50 <param name="group1_1" value="4" />
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51 <param name="group1_2" value="5" />
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52 <param name="group1_3" value="6" />
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53 <param name="group2_1" value="7" />
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54 <param name="group2_2" value="8" />
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55 <param name="group2_3" value="9" />
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56 <output name="output" file="snpFreqTestOut.txt" />
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57 </test>
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58 </tests>
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59
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60 <help>
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61
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62 **Dataset formats**
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63
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64 The input is tabular_, with six columns of allele counts. The output is also tabular,
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65 and includes all of the input data plus the additional columns described below.
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66 (`Dataset missing?`_)
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67
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68 .. _tabular: ${static_path}/formatHelp.html#tab
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69 .. _Dataset missing?: ${static_path}/formatHelp.html
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70
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71 -----
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72
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73 **What it does**
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74
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75 This tool performs a basic analysis of bi-allelic SNPs in case-control
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76 data, using the R statistical environment and Fisher's exact test to
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77 identify SNPs with a significant difference in the allele frequencies
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78 between the two groups. R's "qvalue" package is used to correct for
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79 multiple testing.
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80
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81 The input file includes counts for each allele combination (AA aa Aa)
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82 for each group at each SNP position. The assignment of codes (1 2 3)
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83 to these genotypes is arbitrary, as long as it is consistent for both
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84 groups. Any other input columns are ignored in the computation, but
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85 are copied to the output. The output appends eight additional columns,
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86 namely the minimum expected counts of the three genotypes for each
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87 group, the p-value, and the q-value.
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88
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89 -----
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90
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91 **Example**
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92
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93 - input file::
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94
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95 chr1 210 211 38 4 15 56 0 1 x
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96 chr1 228 229 55 0 2 56 0 1 x
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97 chr1 230 231 46 0 11 55 0 2 x
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98 chr1 234 235 43 0 14 55 0 2 x
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99 chr1 236 237 55 0 2 13 10 34 x
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100 chr1 437 438 55 0 2 46 0 11 x
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101 chr1 439 440 56 0 1 55 0 2 x
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102 chr1 449 450 56 0 1 13 20 24 x
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103 chr1 518 519 56 0 1 38 4 15 x
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104
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105 Here the group 1 genotype counts are in columns 4 - 6, while those
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106 for group 2 are in columns 7 - 9.
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107
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108 Note that the "x" column has no meaning. It was added to this example
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109 to show that extra columns can be included, and to make it easier
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110 to see where the new columns are appended in the output.
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111
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112 - output file::
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113
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114 chr1 210 211 38 4 15 56 0 1 x 47 2 8 47 2 8 1.50219088598917e-05 6.32501425679652e-06
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115 chr1 228 229 55 0 2 56 0 1 x 55.5 0 1.5 55.5 0 1.5 1 0.210526315789474
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116 chr1 230 231 46 0 11 55 0 2 x 50.5 0 6.5 50.5 0 6.5 0.0155644201009862 0.00409590002657532
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117 chr1 234 235 43 0 14 55 0 2 x 49 0 8 49 0 8 0.00210854461554067 0.000739840215979182
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118 chr1 236 237 55 0 2 13 10 34 x 34 5 18 34 5 18 6.14613878554783e-17 4.31307984950725e-17
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119 chr1 437 438 55 0 2 46 0 11 x 50.5 0 6.5 50.5 0 6.5 0.0155644201009862 0.00409590002657532
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120 chr1 439 440 56 0 1 55 0 2 x 55.5 0 1.5 55.5 0 1.5 1 0.210526315789474
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121 chr1 449 450 56 0 1 13 20 24 x 34.5 10 12.5 34.5 10 12.5 2.25757007974134e-18 2.37638955762246e-18
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122 chr1 518 519 56 0 1 38 4 15 x 47 2 8 47 2 8 1.50219088598917e-05 6.32501425679652e-06
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123
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124 </help>
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125 </tool>
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