Nature Communications (Jul 2020)

Identification of relevant genetic alterations in cancer using topological data analysis

  • Raúl Rabadán,
  • Yamina Mohamedi,
  • Udi Rubin,
  • Tim Chu,
  • Adam N. Alghalith,
  • Oliver Elliott,
  • Luis Arnés,
  • Santiago Cal,
  • Álvaro J. Obaya,
  • Arnold J. Levine,
  • Pablo G. Cámara

DOI
https://doi.org/10.1038/s41467-020-17659-7
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 10

Abstract

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Rare cancer mutations are often missed using recurrence-based statistical approaches, but are usually accompanied by changes in expression. Here the authors leverage this information to uncover several elusive candidate cancer-associated genes using topological data analysis.