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Modeling complexes of modeled proteins

Authors :
Petras J. Kundrotas
Ivan Anishchenko
Ilya A. Vakser
Source :
Proteins: Structure, Function, and Bioinformatics. 85:470-478
Publication Year :
2016
Publisher :
Wiley, 2016.

Abstract

Structural characterization of proteins is essential for understanding life processes at the molecular level. However, only a fraction of known proteins have experimentally determined structures. This fraction is even smaller for protein-protein complexes. Thus, structural modeling of protein-protein interactions (docking) primarily has to rely on modeled structures of the individual proteins, which typically are less accurate than the experimentally determined ones. Such “double” modeling is the Grand Challenge of structural reconstruction of the interactome. Yet it remains so far largely untested in a systematic way. We present a comprehensive validation of template-based and free docking on a set of 165 complexes, where each protein model has six levels of structural accuracy, from 1 to 6 A Cα RMSD. Many template-based docking predictions fall into acceptable quality category, according to the CAPRI criteria, even for highly inaccurate proteins (5 – 6 A RMSD), although the number of such models (and, consequently, the docking success rate) drops significantly for models with RMSD > 4 A. The results show that the existing docking methodologies can be successfully applied to protein models with a broad range of structural accuracy, and the template-based docking is much less sensitive to inaccuracies of protein models than the free docking. This article is protected by copyright. All rights reserved.

Details

ISSN :
08873585
Volume :
85
Database :
OpenAIRE
Journal :
Proteins: Structure, Function, and Bioinformatics
Accession number :
edsair.doi...........2dc79fb8ba15c1f16e20f4cba663a170
Full Text :
https://doi.org/10.1002/prot.25183