Nature Communications (Nov 2022)

Prediction of inter-chain distance maps of protein complexes with 2D attention-based deep neural networks

  • Zhiye Guo,
  • Jian Liu,
  • Jeffrey Skolnick,
  • Jianlin Cheng

DOI
https://doi.org/10.1038/s41467-022-34600-2
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 10

Abstract

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Predicting inter-chain residue-residue distances of protein complexes is useful for constructing and evaluating quaternary structures of the protein complexes. Here, the authors develop a deep attention-based residual network method (CDPred) to predict inter-chain residue-residue distances of protein dimers.