Article
Detecting differential copy number variation between groups of samples.
Genome research - 1 Feb 2018
Lowe Craig B, Sanchez-Luege Nicelio, Howes Timothy R, Brady Shannon D, Daugherty Rhea R, Jones Felicity C, Bell Michael A, Kingsley David M
Abstract excerpt
We present a method to detect copy number variants (CNVs) that are differentially present between two groups of sequenced samples. We use a finite-state transducer where the emitted read depth is conditioned on the mappability and GC-content of all reads that occur at a given base position. In this model, the read depth within a region is a mixture of binomials, which in simulations matches the read depth more...
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