Nature Communications (Jun 2022)

Network-based machine learning approach to predict immunotherapy response in cancer patients

  • JungHo Kong,
  • Doyeon Ha,
  • Juhun Lee,
  • Inhae Kim,
  • Minhyuk Park,
  • Sin-Hyeog Im,
  • Kunyoo Shin,
  • Sanguk Kim

DOI
https://doi.org/10.1038/s41467-022-31535-6
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 15

Abstract

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Identifying biomarkers for response to immunotherapy in cancer remains challenging. Here, the authors develop an approach based on network biology and machine learning -NetBio- to identify molecular biomarkers of response to immunotherapy across different cancer types and cohorts.