Protein-protein and peptide-protein docking and refinement using ATTRACT in CAPRI

Proteins. 2017 Mar;85(3):391-398. doi: 10.1002/prot.25196. Epub 2016 Nov 24.

Abstract

The ATTRACT coarse-grained docking approach in combination with various types of atomistic, flexible refinement methods has been applied to predict protein-protein and peptide-protein complexes in CAPRI rounds 28-36. For a large fraction of CAPRI targets (12 out of 18), at least one model of acceptable or better quality was generated, corresponding to a success rate of 67%. In particular, for several peptide-protein complexes excellent predictions were achieved. In several cases, a combination of template-based modeling and extensive molecular dynamics-based refinement yielded medium and even high quality solutions. In one particularly challenging case, the structure of an ubiquitylation enzyme bound to the nucleosome was correctly predicted as a set of acceptable quality solutions. Based on the experience with the CAPRI targets, new interface refinement approaches and methods for ab-initio peptide-protein docking have been developed. Failures and possible improvements of the docking method with respect to scoring and protein flexibility will also be discussed. Proteins 2017; 85:391-398. © 2016 Wiley Periodicals, Inc.

Keywords: docking minimization; elastic network model; induced fit; protein-protein complex formation; protein-protein interaction.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Amino Acid Sequence
  • Benchmarking
  • Binding Sites
  • Computational Biology / methods*
  • Molecular Docking Simulation / methods*
  • Peptides / chemistry*
  • Protein Binding
  • Protein Conformation
  • Protein Interaction Mapping / methods*
  • Protein Interaction Mapping / statistics & numerical data
  • Proteins / chemistry*
  • Research Design
  • Software
  • Structural Homology, Protein

Substances

  • Peptides
  • Proteins