I ran varscan copynumber on my high coverage, whole genome paired end data (matched normal @ 30x & tumor @ 65x after duplicate removal) using default parameters and followed the workflow on the varscan webpage (copynumber, copycaller, DNAcopy segmentation following the R code sample from Chris). Plotting the output using DNAcopy plot function revealed that the seg means are extremely noisy and over-segmented (looks like a cloud ranging from -2 to 2 on a log2 scale). Oddly enough, the chrUn chromosomes produce much more 'normal' looking plots with a red seg mean line (instead of a cloud) that is mostly around 0. I suspect that maybe the default parameters are not appropriate for high coverage genome-wide data? I'm not sure what to change though. Should I modify '--max-segment-size' and/or '--min-segment-size' in varscan copycaller? Any ideas?
Question: varscan copynumber producing highly variable data
4.1 years ago by
ryan.hartmaier • 0
ryan.hartmaier • 0 wrote:
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