Docking of peptides to GPCRs using a combination of CABS-dock with FlexPepDock refinement

Brief Bioinform. 2021 May 20;22(3):bbaa109. doi: 10.1093/bib/bbaa109.

Abstract

The structural description of peptide ligands bound to G protein-coupled receptors (GPCRs) is important for the discovery of new drugs and deeper understanding of the molecular mechanisms of life. Here we describe a three-stage protocol for the molecular docking of peptides to GPCRs using a set of different programs: (1) CABS-dock for docking fully flexible peptides; (2) PD2 method for the reconstruction of atomistic structures from C-alpha traces provided by CABS-dock and (3) Rosetta FlexPepDock for the refinement of protein-peptide complex structures and model scoring. We evaluated the proposed protocol on the set of seven different GPCR-peptide complexes (including one containing a cyclic peptide), for which crystallographic structures are available. We show that CABS-dock produces high resolution models in the sets of top-scored models. These sets of models, after reconstruction to all-atom representation, can be further improved by Rosetta high-resolution refinement and/or minimization, leading in most of the cases to sub-Angstrom accuracy in terms of interface root-mean-square-deviation measure.

Keywords: GPCR–peptide interaction; flexible docking; model refinement; peptide docking; peptide drugs; receptor–peptide complex.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Databases, Protein*
  • Ligands
  • Molecular Docking Simulation*
  • Peptides / chemistry*
  • Receptors, G-Protein-Coupled / chemistry*

Substances

  • Ligands
  • Peptides
  • Receptors, G-Protein-Coupled