CNVkit Thresholding for unknown tumor % at scale
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6.3 years ago
ashbigdeli ▴ 40

I am currently trying to scale the usage of my CNVkit implementation to handle a variety of tumor samples that will have unknown purity (anywhere from 10-100%) and was looking for recommendations.

Currently I use the gainloss command (version 0.8.6.dev0) by passing the threshold (-t) 0.585 to detect a single copy number gain. The resulting file is then fed into the call command using no tumor purity estimate.

We have determined that our test set has a mean tumor purity of 55%. I was thinking to use 0.415 as the threshold for the gainloss command before the call command, but the new documentation suggests far lower and I thought perhaps I am misunderstanding the use of the -t flag for gainloss? Can you provide any suggestions for this use case?

sequencing • 974 views
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Calling Eric T. (developer).

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