Interolog interfaces in protein-protein docking.
Proteins are essential elements of biological systems, and their function typically relies on their ability to successfully bind to specific partners. Recently, an emphasis of study into protein interactions has been on hot spots, or residues in the binding interface that make a significant contribution to the binding energetics. In this study, we investigate how conservation of hot spots can be used to guide docking prediction. We show that the use of evolutionary data combined with hot spot prediction highlights near-native structures across a range of benchmark examples. Our approach explores various strategies for using hot spots and evolutionary data to score protein complexes, using both absolute and chemical definitions of conservation along with refinements to these strategies that look at windowed conservation and filtering to ensure a minimum number of hot spots in each binding partner. Finally, structure-based models of orthologs were generated for comparison with sequence-based scoring. Using two data sets of 22 and 85 examples, a high rate of top 10 and top 1 predictions are observed, with up to 82% of examples returning a top 10 hit and 35% returning top 1 hit depending on the data set and strategy applied; upon inclusion of the native structure among the decoys, up to 55% of examples yielded a top 1 hit. The 20 common examples between data sets show that more carefully curated interolog data yields better predictions, particularly in achieving top 1 hits. Proteins 2015; 83:1940-1946. © 2015 The Authors. Proteins: Structure, Function, and Bioinformatics Published by Wiley Periodicals, Inc.
Department of Biochemistry, University of Wisconsin, Madison, Wisconsin.
James D
JD
Alsop
Department of Biochemistry, University of Wisconsin, Madison, Wisconsin.|Department of Mathematics, University of Wisconsin, Madison, Wisconsin.
Julie C
JC
Mitchell
D030562:Databases, Protein; D019143:Evolution, Molecular; D062105:Molecular Docking Simulation; D011485:Protein Binding; D011506:Proteins / Q000737:chemistry* / Q000378:metabolism*
D011506:Proteins
hot spot; interolog; molecular evolution; mutagenesis; ortholog; protein-protein docking