title: Minimal ensembles of side chain conformers for modeling protein-protein interactions.
abstract: The goal of this article is to reduce the complexity of the side chain search within docking problems. We apply six methods of generating side chain conformers to unbound protein structures and determine their ability of obtaining the bound conformation in small ensembles of conformers. Methods are evaluated in terms of the positions of side chain end groups. Results for 68 protein complexes yield two important observations. First, the end-group positions change less than 1 Å on association for over 60% of interface side chains. Thus, the unbound protein structure carries substantial information about the side chains in the bound state, and the inclusion of the unbound conformation into the ensemble of conformers is very beneficial. Second, considering each surface side chain separately in its protein environment, small ensembles of low-energy states include the bound conformation for a large fraction of side chains. In particular, the ensemble consisting of the unbound conformation and the two highest probability predicted conformers includes the bound conformer with an accuracy of 1 Å for 78% of interface side chains. As more than 60% of the interface side chains have only one conformer and many others only a few, these ensembles of low-energy states substantially reduce the complexity of side chain search in docking problems. This approach was already used for finding pockets in protein-protein interfaces that can bind small molecules to potentially disrupt protein-protein interactions. Side-chain search with the reduced search space will also be incorporated into protein docking algorithms.
authors: BioMolecular Engineering Research Center, Boston University, Boston, Massachusetts; Department of Biomedical Engineering, Boston University, Boston, Massachusetts. dbeglov@bu.edu.
authors: Dmitri
authors: D
authors: Beglov
authors: David R
authors: DR
authors: Hall
authors: Ryan
authors: R
authors: Brenke
authors: Maxim V
authors: MV
authors: Shapovalov
authors: Roland L
authors: RL
authors: Dunbrack
authors: Dima
authors: D
authors: Kozakov
authors: Sandor
authors: S
authors: Vajda
mesh_terms: D000465:Algorithms; D008958:Models, Molecular; D062105:Molecular Docking Simulation / Q000379:methods*; D011336:Probability; D011487:Protein Conformation; D054730:Protein Interaction Domains and Motifs; D011506:Proteins / Q000737:chemistry* / Q000378:metabolism*
chemical_list: D011506:Proteins