Takes as input coverage data in GATK format (or data read by readCoverageGatk) and a mapping file for GC content, and then uses a loess normalization for bias correction. Largely follows the GC correction of the TitanCNA package.
● Data Source:
BioConductor
● Keywords:
● Alias: correctCoverageBias
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createCurationFile
(Package: PureCN) :
Create file to curate PureCN results
Function to create a CSV file that can be used to mark the correct solution in the output of a runAbsoluteCN() run.
● Data Source:
BioConductor
● Keywords:
● Alias: createCurationFile
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Creates an exon weight file useful for segmentation. Requires a set of GATK coverage files from normal samples. A small number of tumor (or other normal) samples is then tested against all normals. Exon weights will be set proportional to the inverse of coverage standard deviation across all normals. Exons with high variance in coverage in the pool of normals are thus down-weighted.
● Data Source:
BioConductor
● Keywords:
● Alias: createExonWeightFile
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Function to create a database of normal samples, used to find a good match for tumor copy number normalization.
● Data Source:
BioConductor
● Keywords:
● Alias: createNormalDatabase
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Function to create a black list of germline SNPs with expected allelic fraction (AF) smaller than 0.5 in diploid genomes.
● Data Source:
BioConductor
● Keywords:
● Alias: createSNPBlacklist
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Function to remove artifacts and low confidence/quality variant calls.
● Data Source:
BioConductor
● Keywords:
● Alias: filterVcfBasic
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Function to remove artifacts and low confidence/quality calls from a MuTect generated VCF file.
● Data Source:
BioConductor
● Keywords:
● Alias: filterVcfMuTect
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findBestNormal
(Package: PureCN) :
Find best normal sample in database
Function to find the best matching normal for a provided tumor sample.
● Data Source:
BioConductor
● Keywords:
● Alias: findBestNormal
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findFocal
(Package: PureCN) :
Find focal amplifications
Function to find focal amplifications in segmented data. This is automatically called in runAbsoluteCN.
● Data Source:
BioConductor
● Keywords:
● Alias: findFocal
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This function determines the sex of a sample by the coverage ratio of chrX and chrY. Loss of chromosome Y (LOY) can result in a wrong female call.
● Data Source:
BioConductor
● Keywords:
● Alias: getSexFromCoverage
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