Deep learning for protein complex structure prediction

Curr Opin Struct Biol. 2023 Apr:79:102529. doi: 10.1016/j.sbi.2023.102529. Epub 2023 Jan 31.

Abstract

Recent developments in the structure prediction of protein complexes have resulted in accuracies rivalling experimental methods in many cases. The high accuracy is mainly observed in dimeric complexes and other problems such as protein disorder and predicting the structure of host-pathogen interactions remain. This review highlights the foundation for current accurate structure prediction of protein complexes and possible ways to address the remaining limitations.

Publication types

  • Review
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Deep Learning*
  • Host-Pathogen Interactions
  • Proteins / chemistry

Substances

  • Proteins