Application of the ATTRACT coarse-grained docking and atomistic refinement for predicting peptide-protein interactions

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

1 Scopus citations

Abstract

Peptide-protein interactions are abundant in the cell and form an important part of the interactome. Large-scale modeling of peptide-protein complexes requires a fully blind approach; i.e., simultaneously predicting the peptide-binding site and the peptide conformation to high accuracy. Here, we present one of the first fully blind peptide-protein docking protocols, pepATTRACT. It combines a coarse-grained ensemble docking search of the entire protein surface with two stages of atomistic flexible refinement. pepATTRACT yields high-quality predictions for 70 % of the cases when tested on a large benchmark of peptide-protein complexes. This performance in fully blind mode is similar to state-of-the-art local docking approaches that use information on the location of the binding site. Limiting the search to the peptide-binding region, the resulting pepATTRACT-local approach further improves the performance. Docking scripts for pepATTRACT and pepATTRACT-local can be generated via a web interface at www.attract. ph.tum.de/peptide.html. Here, we explain how to set up a docking run with the pepATTRACT web interface and demonstrate its usage by an application on binding of disordered regions from tumor suppressor p53 to a partner protein.

Original languageEnglish
Title of host publicationMethods in Molecular Biology
PublisherHumana Press Inc.
Pages49-68
Number of pages20
DOIs
StatePublished - 2017

Publication series

NameMethods in Molecular Biology
Volume1561
ISSN (Print)1064-3745

Keywords

  • Coarse-graining
  • Docking minimization
  • Ensemble docking
  • Flexible interface refinement
  • Fully blind peptide-protein docking
  • Molecular dynamics refinement
  • Peptide flexibility
  • Peptide-protein complex formation
  • Proteome-wide modeling

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