Communications Biology (Jan 2023)

Learning the protein language of proteome-wide protein-protein binding sites via explainable ensemble deep learning

  • Zilong Hou,
  • Yuning Yang,
  • Zhiqiang Ma,
  • Ka-chun Wong,
  • Xiangtao Li

DOI
https://doi.org/10.1038/s42003-023-04462-5
Journal volume & issue
Vol. 6, no. 1
pp. 1 – 15

Abstract

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An ensemble deep learning model (EDLM)-based protein-protein interaction (PPI) site identification method (EDLMPPI) accurately predicts PPIs through protein language models and outperforms state-of-the-art methods on multiple benchmark sets.