Article
SUITOR: Selecting the number of mutational signatures through cross-validation.
PLoS computational biology - 1 Apr 2022
Lee Donghyuk, Wang Difei, Yang Xiaohong R, Shi Jianxin, Landi Maria Teresa, Zhu Bin
Abstract excerpt
For de novo mutational signature analysis, the critical first step is to decide how many signatures should be expected in a cancer genomics study. An incorrect number could mislead downstream analyses. Here we present SUITOR (Selecting the nUmber of mutatIonal signaTures thrOugh cRoss-validation), an unsupervised cross-validation method that requires little assumptions and no numerical approximations to select...
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