Nature Communications (Aug 2019)

A genome-wide positioning systems network algorithm for in silico drug repurposing

  • Feixiong Cheng,
  • Weiqiang Lu,
  • Chuang Liu,
  • Jiansong Fang,
  • Yuan Hou,
  • Diane E. Handy,
  • Ruisheng Wang,
  • Yuzheng Zhao,
  • Yi Yang,
  • Jin Huang,
  • David E. Hill,
  • Marc Vidal,
  • Charis Eng,
  • Joseph Loscalzo

DOI
https://doi.org/10.1038/s41467-019-10744-6
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 14

Abstract

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Identification of disease modules in the human interactome can guide more efficacious therapeutic selections. Here, the authors introduce a network-based methodology to identify individualized disease modules by mapping patients’ DNA and RNA sequencing profiles to the interactome, enabling prediction of cancer type-specific drug responses.