Nature Communications (Mar 2022)

Knowledge graph-based recommendation framework identifies drivers of resistance in EGFR mutant non-small cell lung cancer

  • Anna Gogleva,
  • Dimitris Polychronopoulos,
  • Matthias Pfeifer,
  • Vladimir Poroshin,
  • Michaël Ughetto,
  • Matthew J. Martin,
  • Hannah Thorpe,
  • Aurelie Bornot,
  • Paul D. Smith,
  • Ben Sidders,
  • Jonathan R. Dry,
  • Miika Ahdesmäki,
  • Ultan McDermott,
  • Eliseo Papa,
  • Krishna C. Bulusu

DOI
https://doi.org/10.1038/s41467-022-29292-7
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 14

Abstract

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Resistance to EGFR inhibitors presents a major obstacle in treating non-small cell lung cancer. Here, the authors develop a recommender system ranking genes based on trade-offs between diverse types of evidence linking them to potential mechanisms of EGFRi resistance.