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

Autor: Zhiye Guo, Jian Liu, Jeffrey Skolnick, Jianlin Cheng
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Nature Communications, Vol 13, Iss 1, Pp 1-10 (2022)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/s41467-022-34600-2
Popis: 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.
Databáze: Directory of Open Access Journals