pyDock scoring for the new modeling challenges in docking: Protein-peptide, homo-multimers, and domain-domain interactions

被引:20
作者
Pallara, Chiara [1 ]
Jimenez-Garcia, Brian [1 ]
Romero, Miguel [1 ]
Moal, Iain H. [1 ,2 ]
Fernandez-Recio, Juan [1 ]
机构
[1] Barcelona Supercomp Ctr, Joint BSC CRG IRB Res Program Computat Biol, Dept Life Sci, Barcelona, Spain
[2] European Bioinformat Inst, European Mol Biol Lab, Wellcome Trust Genome Campus, Cambridge CB10 1SD, England
关键词
complex structure; CAPRI; protein-protein docking; pyDock; protein-peptide interactions; SHAPE COMPLEMENTARITY; PREDICTION; BINDING; ELECTROSTATICS; COMPLEXES; SERVER; DESOLVATION; INFORMATION; ACTIVATION; RESTRAINTS;
D O I
10.1002/prot.25184
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
The sixth CAPRI edition included new modeling challenges, such as the prediction of protein-peptide complexes, and the modeling of homo-oligomers and domain-domain interactions as part of the first joint CASP-CAPRI experiment. Other non-standard targets included the prediction of interfacial water positions and the modeling of the interactions between proteins and nucleic acids. We have participated in all proposed targets of this CAPRI edition both as predictors and as scorers, with new protocols to efficiently use our docking and scoring scheme pyDock in a large variety of scenarios. In addition, we have participated for the first time in the servers section, with our recently developed webserver, pyDockWeb. Excluding the CASP-CAPRI cases, we submitted acceptable models (or better) for 7 out of the 18 evaluated targets as predictors, 4 out of the 11 targets as scorers, and 6 out of the 18 targets as servers. The overall success rates were below those in past CAPRI editions. This shows the challenging nature of this last edition, with many difficult targets for which no participant submitted a single acceptable model. Interestingly, we submitted acceptable models for 83% of the evaluated protein-peptide targets. As for the 25 cases of the CASP-CAPRI experiment, in which we used a larger variety of modeling techniques (template-based, symmetry restraints, literature information, etc.), we submitted acceptable models for 56% of the targets. In summary, this CAPRI edition showed that pyDock scheme can be efficiently adapted to the increasing variety of problems that the protein interactions field is currently facing. (C) 2016 Wiley Periodicals, Inc.
引用
收藏
页码:487 / 496
页数:10
相关论文
共 46 条
[21]
Improved prediction of protein side-chain conformations with SCWRL4 [J].
Krivov, Georgii G. ;
Shapovalov, Maxim V. ;
Dunbrack, Roland L., Jr. .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2009, 77 (04) :778-795
[22]
Prediction of homoprotein and heteroprotein complexes by protein docking and template-based modeling: A CASP-CAPRI experiment [J].
Lensink, Marc F. ;
Velankar, Sameer ;
Kryshtafovych, Andriy ;
Huang, Shen-You ;
Schneidman-Duhovny, Dina ;
Sali, Andrej ;
Segura, Joan ;
Fernandez-Fuentes, Narcis ;
Viswanath, Shruthi ;
Elber, Ron ;
Grudinin, Sergei ;
Popov, Petr ;
Neveu, Emilie ;
Lee, Hasup ;
Baek, Minkyung ;
Park, Sangwoo ;
Heo, Lim ;
Lee, Gyu Rie ;
Seok, Chaok ;
Qin, Sanbo ;
Zhou, Huan-Xiang ;
Ritchie, David W. ;
Maigret, Bernard ;
Devignes, Marie-Dominique ;
Ghoorah, Anisah ;
Torchala, Mieczyslaw ;
Chaleil, Raphael A. G. ;
Bates, Paul A. ;
Ben-Zeev, Efrat ;
Eisenstein, Miriam ;
Negi, Surendra S. ;
Weng, Zhiping ;
Vreven, Thom ;
Pierce, Brian G. ;
Borrman, Tyler M. ;
Yu, Jinchao ;
Ochsenbein, Francoise ;
Guerois, Raphael ;
Vangone, Anna ;
Rodrigues, Joao P. G. L. M. ;
van Zundert, Gydo ;
Nellen, Mehdi ;
Xue, Li ;
Karaca, Ezgi ;
Melquiond, Adrien S. J. ;
Visscher, Koen ;
Kastritis, Panagiotis L. ;
Bonvin, Alexandre M. J. J. ;
Xu, Xianjin ;
Qiu, Liming .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2016, 84 :323-348
[23]
Blind prediction of interfacial water positions in CAPRI [J].
Lensink, Marc F. ;
Moal, Iain H. ;
Bates, Paul A. ;
Kastritis, Panagiotis L. ;
Melquiond, Adrien S. J. ;
Karaca, Ezgi ;
Schmitz, Christophe ;
van Dijk, Marc ;
Bonvin, Alexandre M. J. J. ;
Eisenstein, Miriam ;
Jimenez-Garcia, Brian ;
Grosdidier, Solene ;
Solernou, Albert ;
Perez-Cano, Laura ;
Pallara, Chiara ;
Fernandez-Recio, Juan ;
Xu, Jianqing ;
Muthu, Pravin ;
Kilambi, Krishna Praneeth ;
Gray, Jeffrey J. ;
Grudinin, Sergei ;
Derevyanko, Georgy ;
Mitchell, Julie C. ;
Wieting, John ;
Kanamori, Eiji ;
Tsuchiya, Yuko ;
Murakami, Yoichi ;
Sarmiento, Joy ;
Standley, Daron M. ;
Shirota, Matsuyuki ;
Kinoshita, Kengo ;
Nakamura, Haruki ;
Chavent, Matthieu ;
Ritchie, David W. ;
Park, Hahnbeom ;
Ko, Junsu ;
Lee, Hasup ;
Seok, Chaok ;
Shen, Yang ;
Kozakov, Dima ;
Vajda, Sandor ;
Kundrotas, Petras J. ;
Vakser, Ilya A. ;
Pierce, Brian G. ;
Hwang, Howook ;
Vreven, Thom ;
Weng, Zhiping ;
Buch, Idit ;
Farkash, Efrat ;
Wolfson, Haim J. .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2014, 82 (04) :620-632
[24]
Detection and refinement of encounter complexes for protein-protein docking: Taking account of macromolecular crowding [J].
Li, Xiaofan ;
Moal, Iain H. ;
Bates, Paul A. .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2010, 78 (15) :3189-3196
[25]
A physical reference state unifies the structure-derived potential of mean force for protein folding and binding [J].
Liu, S ;
Zhang, C ;
Zhou, HY ;
Zhou, YQ .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2004, 56 (01) :93-101
[26]
Crystal structure of the PRC1 ubiquitylation module bound to the nucleosome [J].
McGinty, Robert K. ;
Henrici, Ryan C. ;
Tan, Song .
NATURE, 2014, 514 (7524) :591-+
[27]
SwarmDock and the Use of Normal Modes in Protein-Protein Docking [J].
Moal, Iain H. ;
Bates, Paul A. .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2010, 11 (10) :3623-3648
[28]
Expanding the frontiers of protein-protein modeling: From docking and scoring to binding affinity predictions and other challenges [J].
Pallara, Chiara ;
Jimenez-Garcia, Brian ;
Perez-Cano, Laura ;
Romero-Durana, Miguel ;
Solernou, Albert ;
Grosdidier, Solene ;
Pons, Carles ;
Moal, Iain H. ;
Fernandez-Recio, Juan .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2013, 81 (12) :2192-2200
[29]
Interaction with Single-stranded DNA-binding Protein Stimulates Escherichia coli Ribonuclease HI Enzymatic Activity [J].
Petzold, Christine ;
Marceau, Aimee H. ;
Miller, Katherine H. ;
Marqusee, Susan ;
Keck, James L. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2015, 290 (23) :14626-14636
[30]
Optimization of pyDock for the new CAPRI challenges: Docking of homology-based models, domain-domain assembly and protein-RNA binding [J].
Pons, Carles ;
Solernou, Albert ;
Perez-Cano, Laura ;
Grosdidier, Solene ;
Fernandez-Recio, Juan .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2010, 78 (15) :3182-3188