Article
Pan-cancer identification of clinically relevant genomic subtypes using outcome-weighted integrative clustering.
Genome medicine - 3 Dec 2020
Arora Arshi, Olshen Adam B, Seshan Venkatraman E, Shen Ronglai
Abstract excerpt
BACKGROUND: Comprehensive molecular profiling has revealed somatic variations in cancer at genomic, epigenomic, transcriptomic, and proteomic levels. The accumulating data has shown clearly that molecular phenotypes of cancer are complex and influenced by a multitude of factors. Conventional unsupervised clustering applied to a large patient population is inevitably driven by the dominant variation from major...
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