Nature Communications (Aug 2020)

A machine learning-based chemoproteomic approach to identify drug targets and binding sites in complex proteomes

  • Ilaria Piazza,
  • Nigel Beaton,
  • Roland Bruderer,
  • Thomas Knobloch,
  • Crystel Barbisan,
  • Lucie Chandat,
  • Alexander Sudau,
  • Isabella Siepe,
  • Oliver Rinner,
  • Natalie de Souza,
  • Paola Picotti,
  • Lukas Reiter

DOI
https://doi.org/10.1038/s41467-020-18071-x
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 13

Abstract

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Proteomics is often used to map protein-drug interactions but identifying a drug’s protein targets along with the binding interfaces has not been achieved yet. Here, the authors integrate limited proteolysis and machine learning for the proteome-wide mapping of drug protein targets and binding sites.