Back

Calling Somatic SNVs and Indels with Mutect2

Benjamin, D. I.; Sato, T.; Lichtenstein, L.; Stewart, C.; Getz, G.; Cibulskis, K.

2019-12-02 bioinformatics
10.1101/861054 bioRxiv
Show abstract

Mutect2 is a somatic variant caller that uses local assembly and realignment to detect SNVs and indels. Assembly implies whole haplotypes and read pairs, rather than single bases, as the atomic units of biological variation and sequencing evidence, improving variant calling. Beyond local assembly and alignment, Mutect2 is based on several probabilistic models for genotyping and filtering that work well with and without a matched normal sample and for all sequencing depths.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.