FRODOCK: a new approach for fast rotational protein-protein docking

被引:113
|
作者
Ignacio Garzon, Jose [1 ]
Ramon Lopez-Blanco, Jose [1 ]
Pons, Carles [2 ,3 ]
Kovacs, Julio [4 ]
Abagyan, Ruben [4 ]
Fernandez-Recio, Juan [2 ]
Chacon, Pablo [1 ]
机构
[1] CSIC, Ctr Invest Biol, Madrid 28040, Spain
[2] Barcelona Supercomp Ctr, Barcelona 08034, Spain
[3] Natl Inst Bioinformat Computat Bioinformat, Barcelona 08034, Spain
[4] Scripps Res Inst, Dept Mol Biol, La Jolla, CA 92037 USA
关键词
CAPRI PREDICTIONS; PAIR POTENTIALS; ELECTROSTATICS; DESOLVATION; COMPLEXES; PROGRESS;
D O I
10.1093/bioinformatics/btp447
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Prediction of protein-protein complexes from the coordinates of their unbound components usually starts by generating many potential predictions from a rigid-body 6D search followed by a second stage that aims to re. ne such predictions. Here, we present and evaluate a new method to effectively address the complexity and sampling requirements of the initial exhaustive search. In this approach we combine the projection of the interaction terms into 3D grid-based potentials with the efficiency of spherical harmonics approximations to accelerate the search. The binding energy upon complex formation is approximated as a correlation function composed of van der Waals, electrostatics and desolvation potential terms. The interaction-energy minima are identified by a novel, fast and exhaustive rotational docking search combined with a simple translational scanning. Results obtained on standard protein-protein benchmarks demonstrate its general applicability and robustness. The accuracy is comparable to that of existing state-of-the-art initial exhaustive rigid-body docking tools, but achieving superior efficiency. Moreover, a parallel version of the method performs the docking search in just a few minutes, opening new application opportunities in the current 'omics' world.
引用
收藏
页码:2544 / 2551
页数:8
相关论文
共 50 条
  • [1] FRODOCK 2.0: fast protein-protein docking server
    Ramirez-Aportela, Erney
    Ramon Lopez-Blanco, Jose
    Chacon, Pablo
    BIOINFORMATICS, 2016, 32 (15) : 2386 - 2388
  • [2] Protein-protein docking by fast generalized Fourier transforms on 5D rotational manifolds
    Padhorny, Dzmitry
    Kazennov, Andrey
    Zerbe, Brandon S.
    Porter, Kathryn A.
    Xia, Bing
    Mottarella, Scott E.
    Kholodov, Yaroslav
    Ritchie, David W.
    Vajda, Sandor
    Kozakov, Dima
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (30) : E4286 - E4293
  • [3] Multi stage approach to protein-protein docking
    Kozakov, Dima
    Hall, David
    Beglov, Dmitriy
    Brenke, Ryan
    Vajda, Sandor
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2011, 242
  • [4] LightDock: a new multi-scale approach to protein-protein docking
    Jimenez-Garcia, Brian
    Roel-Touris, Jorge
    Romero-Durana, Miguel
    Vidal, Miquel
    Jimenez-Gonzalez, Daniel
    Fernandez-Recio, Juan
    BIOINFORMATICS, 2018, 34 (01) : 49 - 55
  • [5] Protein-Protein Docking
    Ehrlich, Lutz P.
    Wade, Rebecca C.
    REVIEWS IN COMPUTATIONAL CHEMISTRY, VOL 17, 2001, 17 : 61 - 97
  • [6] A Graph-Based Approach for Protein-Protein Docking
    Zhang, Tao
    Peng, QunSheng
    Chen, Wei
    Wu, Tao
    Chen, Xin
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOLS 1-4, 2009, : 764 - +
  • [7] New benchmark metrics for protein-protein docking methods
    Gao, Mu
    Skolnick, Jeffrey
    PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2011, 79 (05) : 1623 - 1634
  • [8] F2Dock: Fast Fourier Protein-Protein Docking
    Bajaj, Chandrajit
    Chowdhury, Rezaul
    Siddavanahalli, Vinay
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2011, 8 (01) : 45 - 58
  • [9] A protein-protein docking benchmark
    Chen, R
    Mintseris, J
    Janin, J
    Weng, ZP
    PROTEINS-STRUCTURE FUNCTION AND GENETICS, 2003, 52 (01): : 88 - 91
  • [10] ELECTROSTATICS IN PROTEIN-PROTEIN DOCKING
    Eisenstein, M.
    Heifetz, A.
    Katchalski-Katzir, E.
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 1999, 55 : 96 - 96