Nature Communications (Oct 2018)

Typing tumors using pathways selected by somatic evolution

  • Sheng Wang,
  • Jianzhu Ma,
  • Wei Zhang,
  • John Paul Shen,
  • Justin Huang,
  • Jian Peng,
  • Trey Ideker

DOI
https://doi.org/10.1038/s41467-018-06464-y
Journal volume & issue
Vol. 9, no. 1
pp. 1 – 11

Abstract

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Informative pathways driving cancer pathogenesis and subtypes can be difficult to identify in the presence of many gene interactions irrelevant to cancer. Here, the authors describe an approach for cancer gene pathway analysis based on key molecular interactions that drive cancer in relevant tissue types, and they assemble a focused map of Evolutionarily Selected Pathways (ESP) with interactions supported by both protein–protein binding and genetic epistasis during somatic tumor evolution.