Nature Communications (Feb 2021)

Causal network models of SARS-CoV-2 expression and aging to identify candidates for drug repurposing

  • Anastasiya Belyaeva,
  • Louis Cammarata,
  • Adityanarayanan Radhakrishnan,
  • Chandler Squires,
  • Karren Dai Yang,
  • G. V. Shivashankar,
  • Caroline Uhler

DOI
https://doi.org/10.1038/s41467-021-21056-z
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 13

Abstract

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Given the severity of the SARS-CoV-2 pandemic, a major challenge is to rapidly repurpose existing approved drugs for clinical interventions. Here, the authors identify robust druggable protein targets within a principled causal framework that makes use of multiple data modalities and integrates aging signatures.