Communications Biology (May 2022)

Differences in ligand-induced protein dynamics extracted from an unsupervised deep learning approach correlate with protein–ligand binding affinities

  • Ikki Yasuda,
  • Katsuhiro Endo,
  • Eiji Yamamoto,
  • Yoshinori Hirano,
  • Kenji Yasuoka

DOI
https://doi.org/10.1038/s42003-022-03416-7
Journal volume & issue
Vol. 5, no. 1
pp. 1 – 9

Abstract

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Differences in ligand-induced protein dynamics extracted as a single feature from a deep learning-based analysis of MD simulations correlate with ligand binding affinity.