ClusPro in rounds 38 to 45 of CAPRI: Toward combining template-based methods with free docking

Proteins. 2020 Aug;88(8):1082-1090. doi: 10.1002/prot.25887. Epub 2020 Mar 23.

Abstract

Targets in the protein docking experiment CAPRI (Critical Assessment of Predicted Interactions) generally present new challenges and contribute to new developments in methodology. In rounds 38 to 45 of CAPRI, most targets could be effectively predicted using template-based methods. However, the server ClusPro required structures rather than sequences as input, and hence we had to generate and dock homology models. The available templates also provided distance restraints that were directly used as input to the server. We show here that such an approach has some advantages. Free docking with template-based restraints using ClusPro reproduced some interfaces suggested by weak or ambiguous templates while not reproducing others, resulting in correct server predicted models. More recently we developed the fully automated ClusPro TBM server that performs template-based modeling and thus can use sequences rather than structures of component proteins as input. The performance of the server, freely available for noncommercial use at https://tbm.cluspro.org, is demonstrated by predicting the protein-protein targets of rounds 38 to 45 of CAPRI.

Keywords: ambiguous templates; docking server; homology modeling; protein-peptide complexes; protein-protein complexes; template selection.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Amino Acid Sequence
  • Benchmarking
  • Binding Sites
  • Humans
  • Ligands
  • Molecular Docking Simulation*
  • Peptides / chemistry*
  • Peptides / metabolism
  • Protein Binding
  • Protein Conformation, alpha-Helical
  • Protein Conformation, beta-Strand
  • Protein Interaction Domains and Motifs
  • Protein Interaction Mapping
  • Protein Multimerization
  • Proteins / chemistry*
  • Proteins / metabolism
  • Research Design
  • Software*
  • Structural Homology, Protein
  • Thermodynamics

Substances

  • Ligands
  • Peptides
  • Proteins