Automated minimization of steric clashes in protein structures

被引:221
作者
Ramachandran, Srinivas [1 ,2 ]
Kota, Pradeep [1 ,2 ]
Ding, Feng [1 ]
Dokholyan, Nikolay V. [1 ,2 ]
机构
[1] Univ N Carolina, Dept Biochem & Biophys, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Program Mol & Cellular Biophys, Chapel Hill, NC 27599 USA
基金
美国国家卫生研究院;
关键词
homology modeling; refinement; Chiron; discrete molecular dynamics; protein design; DISCRETE MOLECULAR-DYNAMICS; MODELS; GROMACS; CHARMM; ENERGY; SUITE;
D O I
10.1002/prot.22879
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Molecular modeling of proteins including homology modeling, structure determination, and knowledge-based protein design requires tools to evaluate and refine three-dimensional protein structures. Steric clash is one of the artifacts prevalent in low-resolution structures and homology models. Steric clashes arise due to the unnatural overlap of any two nonbonding atoms in a protein structure. Usually, removal of severe steric clashes in some structures is challenging since many existing refinement programs do not accept structures with severe steric clashes. Here, we present a quantitative approach of identifying steric clashes in proteins by defining clashes based on the Van der Waals repulsion energy of the clashing atoms. We also define a metric for quantitative estimation of the severity of clashes in proteins by performing statistical analysis of clashes in high-resolution protein structures. We describe a rapid, automated, and robust protocol, Chiron, which efficiently resolves severe clashes in low-resolution structures and homology models with minimal perturbation in the protein backbone. Benchmark studies highlight the efficiency and robustness of Chiron compared with other widely used methods. We provide Chiron as an automated web server to evaluate and resolve clashes in protein structures that can be further used for more accurate protein design. Proteins 2011; 79: 261-270. (C) 2010 Wiley-Liss, Inc.
引用
收藏
页码:261 / 270
页数:10
相关论文
共 28 条
[1]  
Anderson H.C., 1980, Journal of Chemical Physics, V72, P10
[2]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[3]   Implementation of the CHARMM Force Field in GROMACS: Analysis of Protein Stability Effects from Correction Maps, Virtual Interaction Sites, and Water Models [J].
Bjelkmar, Par ;
Larsson, Per ;
Cuendet, Michel A. ;
Hess, Berk ;
Lindahl, Erik .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2010, 6 (02) :459-466
[4]   CHARMM - A PROGRAM FOR MACROMOLECULAR ENERGY, MINIMIZATION, AND DYNAMICS CALCULATIONS [J].
BROOKS, BR ;
BRUCCOLERI, RE ;
OLAFSON, BD ;
STATES, DJ ;
SWAMINATHAN, S ;
KARPLUS, M .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 1983, 4 (02) :187-217
[5]   Crystallography & NMR system:: A new software suite for macromolecular structure determination [J].
Brunger, AT ;
Adams, PD ;
Clore, GM ;
DeLano, WL ;
Gros, P ;
Grosse-Kunstleve, RW ;
Jiang, JS ;
Kuszewski, J ;
Nilges, M ;
Pannu, NS ;
Read, RJ ;
Rice, LM ;
Simonson, T ;
Warren, GL .
ACTA CRYSTALLOGRAPHICA SECTION D-BIOLOGICAL CRYSTALLOGRAPHY, 1998, 54 :905-921
[6]   Canonical sampling through velocity rescaling [J].
Bussi, Giovanni ;
Donadio, Davide ;
Parrinello, Michele .
JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (01)
[7]   MolProbity: all-atom contacts and structure validation for proteins and nucleic acids [J].
Davis, Ian W. ;
Leaver-Fay, Andrew ;
Chen, Vincent B. ;
Block, Jeremy N. ;
Kapral, Gary J. ;
Wang, Xueyi ;
Murray, Laura W. ;
Arendall, W. Bryan, III ;
Snoeyink, Jack ;
Richardson, Jane S. ;
Richardson, David C. .
NUCLEIC ACIDS RESEARCH, 2007, 35 :W375-W383
[8]   Ab initio folding of proteins with all-atom discrete molecular dynamics [J].
Ding, Feng ;
Tsao, Douglas ;
Nie, Huifen ;
Dokholyan, Nikolay V. .
STRUCTURE, 2008, 16 (07) :1010-1018
[9]   Emergence of protein fold families through rational design [J].
Ding, Feng ;
Dokholyan, Nikolay V. .
PLOS COMPUTATIONAL BIOLOGY, 2006, 2 (07) :725-733
[10]   Discrete molecular dynamics studies of the folding of a protein-like model [J].
Dokholyan, NV ;
Buldyrev, SV ;
Stanley, HE ;
Shakhnovich, EI .
FOLDING & DESIGN, 1998, 3 (06) :577-587