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SomatiCA (version 2.2.0)

SomatiCA: identifying, characterizing, and quantifying somatic copy number aberrations from cancer genome sequencing

Description

SomatiCA is a software suite that is capable of identifying, characterizing, and quantifying somatic CNAs from cancer genome sequencing. First, it uses read depths and lesser allele frequencies (LAF) from mapped short sequence reads to segment the genome and identify candidate CNAs. Second, SomatiCA estimates the admixture rate from the relative copy-number profile of tumor-normal pair by a Bayesian finite mixture model. Third, SomatiCA quantifies absolute somatic copy-number and subclonality for each genomic segment to guide its characterization. Results from SomatiCA can be further integrated with single nucleotide variations (SNVs) to get a better understanding of the tumor evolution.

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Version

Version

2.2.0

License

GPL (>=2)

Maintainer

Mengjie Chen

Last Published

February 15th, 2017

Functions in SomatiCA (2.2.0)

SomatiCApipe

SomatiCA pipeline.
collapse

Collapse measurements with a certain bin size.
admixtureRate

Estimate the admixture rate of normal cells in a tumor sample.
SomatiCAUsersGuide

View SomatiCA User's Guide
GCbiasRemoval

Correct GC bias for read depth ratio of each site.
MergeSegment

Merge neighboring segments with same somatic copy number and events.
plotSegment

Plot segmentation.
GCcount

Calculate the GC content of given window size for a chromosome.
larsCBSsegment

Segmentation based on Circular Binary Segmentation followed by a model selection procedure on detected change points.
segmentGCbiasRemoval

Correct GC bias for read depth ratio of each segment.
segwithratio

Segments with somatic ratio.
GCcontent

GC content for hg19 human genome at each 1Mb interval.
plotSubclonality

Plot clonality and somatic copy number.
refineSegment

Refine the segmentation based on estimated somatic ratio.
subclonality

Estimate subclonality for each somatic copy number abberation.
somaticRatio

Estimate somatic ratio for given segments.
copynumberCorrected

Somatic copy number corrected by admixture rate.
denoise

Smoothing procedure by replacing outliers.
SomatiCA-package

Identifying, characterizing and quantifying somatic copy number aberrations from cancer genome sequencing
SomatiCAFormat-methods

~~ Methods for Function SomatiCAFormat in Package SomatiCA ~~