Mercurial > repos > bgruening > hicexplorer_hiccorrectmatrix
annotate hicCorrectMatrix.xml @ 10:9609f9b186bb draft
planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit eec0a4d5a7c5ba4ec0fbd2ead8280c3d143bb9d8
| author | iuc |
|---|---|
| date | Fri, 27 Apr 2018 03:17:34 -0400 |
| parents | e1e5b2c47c00 |
| children | 27975871546b |
| rev | line source |
|---|---|
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e1e5b2c47c00
planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 683d64a78adb3ff671f750d969d9daee5108169d
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1 <tool id="hicexplorer_hiccorrectmatrix" name="@BINARY@" version="@WRAPPER_VERSION@.0"> |
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9609f9b186bb
planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit eec0a4d5a7c5ba4ec0fbd2ead8280c3d143bb9d8
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2 <description>run Imakaev's iterative correction over a Hi-C contact matrix.</description> |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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3 <macros> |
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4 <token name="@BINARY@">hicCorrectMatrix</token> |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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5 <import>macros.xml</import> |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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6 </macros> |
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aa854293da07
planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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7 <expand macro="requirements" /> |
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8 <command detect_errors="exit_code"><![CDATA[ |
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9 |
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10 hicCorrectMatrix |
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aa854293da07
planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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11 $mode.mode_selector |
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12 --matrix '$matrix_h5_cooler' |
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13 |
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14 ## special: --chromosomes is optional, but if given needs at least one argument |
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15 #set chroms = '" "'.join([ str($var.chromosome) for $var in $chromosomes ]) |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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16 #if chroms |
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17 --chromosomes "$chroms" |
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18 #end if |
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19 |
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20 #if $mode.mode_selector == 'correct': |
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21 |
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22 --iterNum $mode.iterNum |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit d76f2040a05a5f8752cbfe9a8bc1ef9efae45c01
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23 --outFileName matrix.$mode.outputFormat |
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24 |
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25 #if $mode.filterThreshold_low and $mode.filterThreshold_large: |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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26 --filterThreshold $mode.filterThreshold_low $mode.filterThreshold_large |
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27 #end if |
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28 |
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29 #if $mode.inflationCutoff: |
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30 --inflationCutoff $mode.inflationCutoff |
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31 #end if |
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32 |
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33 #if $mode.transCutoff: |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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34 --transCutoff $mode.transCutoff |
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35 #end if |
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36 |
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37 #if $mode.sequencedCountCutoff: |
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38 --sequencedCountCutoff $mode.sequencedCountCutoff |
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39 #end if |
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40 |
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41 $mode.skipDiagonal |
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42 $mode.perchr |
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43 |
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44 #elif $mode.mode_selector == 'merge_failed': |
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45 --plotName diagnostic_plot.png |
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46 --outMatrixFile corrected_matrix.npz.h5 |
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47 #if $mode.xMax: |
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48 --xMax $mode.xMax |
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49 #end if |
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50 #if $mode.filterThreshold_low and $mode.filterThreshold_large: |
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51 --filterThreshold '$mode.filterThreshold_low' '$mode.filterThreshold_large' |
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52 #end if |
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53 #else: |
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54 --plotName diagnostic_plot.png |
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55 #if $mode.xMax: |
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56 --xMax $mode.xMax |
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57 #end if |
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58 #end if |
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59 #if $mode.mode_selector == 'correct': |
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60 && mv matrix.$mode.outputFormat matrix |
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61 #end if |
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62 ]]> |
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63 </command> |
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64 <inputs> |
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65 <expand macro='matrix_h5_cooler_macro' /> |
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66 <conditional name="mode"> |
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67 <param name="mode_selector" type="select" label="Mode"> |
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68 <option value="diagnostic_plot">Diagnostic plot</option> |
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69 <option value="correct">Correct matrix</option> |
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70 </param> |
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71 <when value="diagnostic_plot"> |
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72 <expand macro="xMax" /> |
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73 </when> |
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74 <when value="correct"> |
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75 <param argument="--iterNum" name="iterNum" type="integer" optional="true" value="500" |
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76 label="Number of iterations" /> |
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77 |
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78 <param argument="--inflationCutoff" name="inflationCutoff" type="float" optional="true" |
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79 label="Inflation cutoff" value="" |
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80 help="Value corresponding to the maximum number of times a bin can be scaled up during the iterative correction. |
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81 For example, a inflationCutoff of 3 will filter out all bins that were expanded 3 times or more during the iterative correction."/> |
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82 |
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83 <param argument="--transCutoff" name="transCutoff" type="float" optional="true" |
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84 label="Trans region cutoff" value="" |
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85 help="Clip high counts in the top -transcut trans regions (i.e. between chromosomes). A usual value is 0.05."/> |
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86 |
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87 <param argument="--sequencedCountCutoff" name="sequencedCountCutoff" optional="true" type="float" |
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88 label="Sequenced count cutoff" |
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89 help="Each bin receives a value indicating the fraction that is covered by reads. |
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90 A cutoff of 0.5 will discard all those bins that have less than half of the bin covered."/> |
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91 |
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92 <param argument="--skipDiagonal" name="skipDiagonal" type="boolean" truevalue="--skipDiagonal" falsevalue="" checked="false" |
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93 label="Skip diagonal counts"/> |
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94 |
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95 <param argument="--perchr" name="perchr" type="boolean" truevalue="--perchr" falsevalue="" checked="false" |
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96 label="Normalize each chromosome separately" /> |
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97 <expand macro="filterThreshold" /> |
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98 <param name='outputFormat' type='select' label="Output file format"> |
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99 <option value='h5'>HiCExplorer format</option> |
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100 <option value="cool">cool</option> |
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101 </param> |
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102 </when> |
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103 </conditional> |
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104 |
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105 <repeat name="chromosomes" min="0" |
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106 title="Include chromosomes" help="List of chromosomes to be included in the iterative correction. |
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107 The order of the given chromosomes will be kept for the resulting corrected matrix"> |
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108 <param name="chromosome" type="text" value="" label='chromosome (one per field)'> |
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109 <validator type="empty_field" /> |
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110 </param> |
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111 </repeat> |
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112 |
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113 </inputs> |
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114 <outputs> |
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115 <data name="outFileName" from_work_dir="matrix" format="h5"> |
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116 <change_format> |
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117 <when input="mode.outputFormat" value="cool" format="cool" /> |
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118 </change_format> |
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119 <filter>mode['mode_selector'] == "correct"</filter> |
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120 |
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121 </data> |
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122 |
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123 |
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124 <data name="diagnostic_plot" from_work_dir="diagnostic_plot.png" format="png"> |
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125 <filter>mode['mode_selector'] == "diagnostic_plot"</filter> |
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126 </data> |
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127 </outputs> |
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128 <tests> |
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129 <test> |
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130 <param name="matrix_h5_cooler" value="small_test_matrix.h5"/> |
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131 |
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132 <param name="mode_selector" value="correct"/> |
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133 <repeat name="chromosomes"> |
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134 <param name="chromosome" value="chrUextra"/> |
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135 </repeat> |
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136 <repeat name="chromosomes"> |
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137 <param name="chromosome" value="chr3LHet"/> |
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138 </repeat> |
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139 <param name='outputFormat' value='h5'/> |
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140 <param name='filterThreshold_low' value='-2.0' /> |
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141 <param name='filterThreshold_large' value='4' /> |
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142 <output name="outFileName" file="hicCorrectMatrix_result1.npz.h5" ftype="h5" compare="sim_size"/> |
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143 </test> |
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144 <test> |
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145 <param name="matrix_h5_cooler" value="small_test_matrix.h5"/> |
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146 <param name="mode_selector" value="diagnostic_plot"/> |
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147 <repeat name="chromosomes"> |
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148 <param name="chromosome" value="chrUextra"/> |
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149 </repeat> |
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150 <repeat name="chromosomes"> |
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151 <param name="chromosome" value="chr3LHet"/> |
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152 </repeat> |
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153 <output name="diagnostic_plot" file="diagnostic_plot.png" ftype="png" compare="sim_size"/> |
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154 </test> |
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155 </tests> |
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156 <help><![CDATA[ |
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157 |
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158 Hi-C contact matrix correction |
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159 ============================== |
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160 |
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161 **hicCorrectMatrix** runs Imakaev's iterative correction, described in `Imakaev et al. (2012)`_, over a Hi-C matrix. For the matrix correction to be efficient, |
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162 it is important to remove the unassembled scaffolds (e.g. `NT_`), mitochondrial DNA and Y chromosome and keep only full length |
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163 chromosomes, as scaffolds create problems with matrix correction. Therefore we use the chromosome names (1-19, X, Y) here. |
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164 |
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165 **Important**: Use ‘chr1 chr2 chr3 etc.’ if your genome index uses chromosome names with the ‘chr’ prefix. |
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166 |
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167 Also, for the method to work correctly, bins with zero reads assigned to them should be removed as they can not be corrected. Also, bins with low number of reads should be removed, otherwise, during the correction step, the counts associated with those bins will be amplified (usually, zero and low coverage bins tend contain repetitive regions). Bins with extremely high number of reads can also be removed from the correction as they may represent copy number variations. |
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168 |
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169 To aid in the identification of bins with low and high read coverage, the ``diagnostic plot`` function of **hicCorrectMatrix** must be used. |
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170 |
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171 Indeed, **hicCorrectMatrix** works in two steps: |
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172 |
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173 - **Diagnostic plot**: First a histogram containing the sum of contact per bin (row sum) is produced. This plot needs to be inspected to decide the best threshold for removing bins with lower number of reads. |
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174 |
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175 - **Correct**: The second step removes the bins outside of the defined thresholds and perfroms the iterative correction. |
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176 |
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177 _________________ |
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178 |
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179 Usage |
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180 ----- |
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181 |
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182 This tool must be used on uncorrected matrices at restriction enzyme resolution or with merged bins (``hicMergeMatrixBins``). |
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183 |
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184 _________________ |
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185 |
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186 Output |
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187 ------ |
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188 |
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189 Diagnostic plot |
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190 _______________ |
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191 |
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192 The diagnostic plot consists of a bar plot of the contacts coverage per bins size together with the |
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193 modified z-score based on the Median Absolute Deviation (MAD) method. |
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194 |
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195 See Boris Iglewicz and David Hoaglin 1993, Volume 16: |
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196 How to Detect and Handle Outliers The ASQC Basic References in Quality Control: Statistical Techniques, |
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197 Edward F. Mykytka, Ph.D., Editor. |
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198 |
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199 Using this diagnostic plot, a user can decide if values |
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200 with a too low (and/or too high) number of contacts in respect to their genomic distance should |
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201 be removed from the data before the correction applies. |
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202 |
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203 Moreover, the shown distribution should be a Gaussian bell. If it doesn’t follow a Gaussian distribution |
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204 this is an indicator that the used data is of bad quality or that the used contact matrix |
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205 is maybe not the one that should be used. It can happen that users select for example a merge |
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206 matrix with a lower resolution that was previously needed for plotting. In such cases the |
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207 diagnostic plot helps to detect this and prevent the user from running the analysis on a wrong dataset. |
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208 |
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209 |
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210 .. image:: $PATH_TO_IMAGES/diagnostic_plot.png |
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211 :width: 50% |
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212 |
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213 On the example plot above, a user can then use the lower threshold defined by the MAD method (black bold bar), or define its own threshold based on the contacts distribution. |
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214 |
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215 Correct |
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216 _______ |
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217 |
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218 Run the iterative correction and outputs the corrected matrix. This matrix can then be used with all downstream analysis tools such as ``hicPlotMatrix``, ``hicPlotTADs``, ``hicPlotViewpoint``, ``hicAggregateContacts`` for **visualization of Hi-C data**, ``hicCorrelate``, ``hicPlotDistVsCounts``, ``hicTransform``, ``hicFindTADs``, ``hicPCA`` **for data and scores computation on Hi-C data**. |
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219 |
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220 It is noteworthy that ``hicSumMatrices`` and ``hicMergeMatrixBins`` **must be performed on uncorrected matrices**. |
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221 |
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222 _________________ |
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223 |
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224 | For more information about HiCExplorer please consider our documentation on readthedocs.io_ |
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225 |
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226 .. _readthedocs.io: http://hicexplorer.readthedocs.io/en/latest/index.html |
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227 .. _`Imakaev et al. (2012)`: http://doi.org/doi:10.1038/nmeth.2148 |
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planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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228 ]]></help> |
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aa854293da07
planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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229 <expand macro="citations" /> |
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aa854293da07
planemo upload for repository https://github.com/maxplanck-ie/HiCExplorer/tree/master/galaxy/wrapper/ commit 6a4d8b48a6504eacbb9ed7228f77117fa759286d-dirty
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230 </tool> |
