view bamCompare.xml @ 39:c6f1a059bc7d

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<tool id="bamCompare" name="bamCompare" version="1.0">
  <description>Normalize and compare two BAM files to output ratio, log2ratio or difference.</description>
  <requirements>
    <requirement type="package" version="1.7.1">numpy</requirement>
    <requirement type="python-module">argsparse</requirement>
    <requirement type="python-module">pysam</requirement>
    <requirement type="python-module">numpy</requirement>
  </requirements>
  <command>
  bamCompare
  --bamfile1 '$bamFile1'
  -bai1 '${bamFile1.metadata.bam_index}'
  --bamfile2 '$bamFile2'
  -bai2 '${bamFile2.metadata.bam_index}'

  --outFileName '$outFileName'
  --outFileFormat '$outFileFormat'

  --fragmentLength $fragmentLength
  --binSize $binSize

  #if $scaling.method == 'SES':
    --scaleFactorsMethod SES
    --sampleLength $scaling.sampleLength
  #elif $scaling.method == 'readCount':
    --scaleFactorsMethod readCount
  #elif $scaling.method == 'own':
    --scaleFactors '$scaling.scaleFactor1:$scaling.scaleFactor2'
  #end if

  --ratio $comparison.type
  
  
  #if $comparison.type=='subtract':
    #if $comparison.normalization.type=='rpkm':
      --normalizeUsingRPKM
    #elif $comparison.normalization.type=='1x':
      --normalizeTo1x $comparison.normalization.normalizeTo1x
    #end if
  #end if
  
  #if $advancedOpt.showAdvancedOpt == "yes":
    #if $advancedOpt.smoothLength:
      --smoothLength '$advancedOpt.smoothLength'
    #end if
    
    #if str($advancedOpt.region.value) != '':
      --region '$advancedOpt.region'
    #end if
    $advancedOpt.doNotExtendPairedEnds
    $advancedOpt.ignoreDuplicates
    
    #if $advancedOpt.minMappingQuality:
      --minMappingQuality '$advancedOpt.minMappingQuality'
    #end if
    
    --missingDataAsZero $advancedOpt.missingDataAsZero
    
  #end if
  --numberOfProcessors 4
  

  </command>

  <inputs>
    <param name="bamFile1" format="bam" type="data" label="Treatment BAM file"
	   help="The BAM file must be sorted and indexed."/>

    <param name="bamFile2" format="bam" type="data" label="Input BAM file"
	   help="The BAM file must be sorted and indexed."/>

    <param name="fragmentLength" type="integer" value="300" min="1"
	   label="Length of the average fragment size"
	   help ="Reads will be extended to match this length unless they are paired-end, in which case they will be extended to match the fragment length. If this value is set to the read length or smaller, the read will not be extended. *Warning* the fragment length affects the normalization to 1x (see &quot;normalize coverage to 1x&quot;). The formula to normalize using the sequencing depth is genomeSize/(number of mapped reads * fragment length). *NOTE*: If the BAM files contain mated and unmated paired-end reads, unmated reads will be extended to match the fragment length."/>

    <param name="binSize" type="integer" value="50" min="1" 
	   label="Bin size in bp"
	   help="The genome will be divided in bins (also called tiles) of the specified length. For each bin the overlaping number of fragments (or reads)  will be reported. If only half a fragment overlaps, this fraction will be reported. "/>


    <conditional name="scaling">
      <param name="method" type="select" 
	     label="Method to use for scaling the largest sample to the smallest">
	    <option value="readCount" selected="true">read count</option>
	    <option value="SES">signal extraction scaling (SES)</option>
	    <option value="own">enter own scaling factors</option>
      </param>
      <when value="SES">
	    <param name="sampleLength" type="integer" value="1000" min="10"
	           label="Length in base pairs used to sample the genome and compute the size or scaling factors to compare the two  BAM files "
	           help="The default is fine. Only change it if you know what you are doing" />
      </when>
      <when value="readCount" />
      <when value="own">
	    <param name="scaleFactor1" type="float" value="1"
	           label="Scale factor for treatment"/>

	    <param name="scaleFactor2" type="float" value="1"
	           label="Scale factor for input"/>
      </when>
    </conditional>

    <conditional name="comparison">
      <param name="type" type="select" 
	     label="How to compare the two files">
	    <option value="log2" selected="true">compute log2 of the number of reads ratio</option>
	    <option value="ratio">compute the ratio of the number of reads</option>
	    <option value="subtract">compute difference (subtract input from treatment) of the number of reads</option>
      </param>
      <when value="log2" />
      <when value="ratio" />
      <when value="subtract">
	    <conditional name="normalization">
	      <param name="type" type="select" label="Normalization method" >
                <option value="1x">Normalize coverage to 1x</option>
                <option value="rpkm">Normalize to fragments (reads) per kilobase per million (RPKM)</option>
                <option value="no">Do not normalize or scale</option>	
	      </param>
	      <when value="rpkm" />
	      <when value="no" />
	      <when value="1x">
	        <param name="normalizeTo1x" type="integer" value="2150570000"
		       label="Report normalized coverage to 1x sequenceing depth"
		       help ="Sequencing depth is defined as the total number of mapped reads * fragment length / effective genome size. To use this option, the effective genome size has to be given. Common values are: mm9: 2150570000, hg19:2451960000, dm3:121400000 and ce10:93260000."/>
	      </when>
	    </conditional>
      </when>
    </conditional>

    

    <param name="outFileFormat" type="select" label="Coverage file format">
        <option value="bigwig" selected="true">bigwig</option>
	<option value="bedgraph">bedgraph</option>
    </param>
    
        <conditional name="advancedOpt">
    <param name="showAdvancedOpt" type="select" label="Show advanced options" >
        <option value="no" selected="true">no</option>
        <option value="yes">yes</option>
      </param>
      <when value="no" />
      <when value="yes">
    
     <param name="smoothLength" type="integer" value="1" optional="true" min="1"
	   label="Smooth values using the following length (in bp)"
	   help ="The smooth length defines a window, larger than the bin size, to average the number of reads. For example, if the bin size is set to 20 bp and the smooth length is set to 60 bp, then, for each bin size the average of it and its left and right neighbors is considered. Any value smaller than the bin size will be ignored and no smoothing will be applied."/>

    <param name="region" type="text" value=""
	   label="Region of the genome to limit the operation to"
	   help="This is useful when testing parameters to reduce the computing time. The format is chr:start:end, for example &quot;chr10&quot; or &quot;chr10:456700:891000&quot;" />
	   
	 <param name="doNotExtendPairedEnds" type="boolean" truevalue="--doNotExtendPairedEnds" falsevalue=""
	    label="Do not extend paired ends"
	    help="If set, reads are not extended to match the fragment length reported in the BAM file, instead they will be extended to match the fragment length. Default is to extend the reads if paired end information is available."/>
	  
	 <param name="ignoreDuplicates" type="boolean" truevalue="--ignoreDuplicates" falsevalue=""
	    label="Ignore duplicates"
	    help="If set, reads that have the same orientation and start position will be considered only once. If reads are paired, the mate position also has to coincide to ignore a read." /> 
	  
	  <param name="minMappingQuality" type="integer" optional="true" value="1" min="1"
	    label="Minimum mapping quality"
	    help= "If set, only reads that have a mapping quality score higher than the given value are considered"/>
	    
	  <param name="missingDataAsZero" type="boolean" truevalue="yes" falsevalue="no" checked="True"
	   label ="Treat missing data as zero"
	   help  ="This parameter determines if missing data should be treated as zeros. If unchecked, missing data will be ignored and not included in the output file. Missing data is defined as those regions for which both BAM files have 0 reads." />

	</when>
 </conditional>

  </inputs>
  <outputs>
    <data format="bigwig" name="outFileName">
	<change_format>
		<when input="outFileFormat" value="bigwig" format="bigwig" />
		<when input="outFileFormat" value="bedgraph" format="bedgraph" />
	</change_format>
    </data>
  </outputs>
  <help>

**What it does**

This tool compares two BAM files based on the number of mapped reads. To
compare the BAM files the genome is partitioned into bins of equal size, then
the number of reads found in each BAM file are counted for such bins and
finally a summarizing value is reported. This vaule can be the ratio of the
number of reads per bin, the log2 of the ratio or the difference. This tool
can normalize the number of reads on each BAM file using the SES method
proposed by Diaz et al. (2012). "Normalization, bias correction, and peak
calling for ChIP-seq". Statistical applications in genetics and molecular
biology, 11(3). Normalization based on read counts is also available. The
output is either a bedgraph or a bigwig file containing the bin location and
the resulting comparison values. By default if reads are mated the fragment
length reported in the BAM file is used.

-----

.. class:: infomark

Please acknowledge that this tool **is still in development** and we will be very happy to receive feedback from the users. If you run into any trouble please sent an email to `Fidel Ramirez`_.

This tool is developed by the `Bioinformatics and Deep-Sequencing Unit`_ at the `Max Planck Institute for Immunobiology and Epigenetics`_.


.. _Bioinformatics and Deep-Sequencing Unit: http://www3.ie-freiburg.mpg.de/facilities/research-facilities/bioinformatics-and-deep-sequencing-unit/
.. _Max Planck Institute for Immunobiology and Epigenetics: http://www3.ie-freiburg.mpg.de
.. _Fidel Ramirez: [e-mail]

  </help>
  
</tool>