SURPASS Low-Resolution Coarse-Grained Protein Modeling

被引:15
|
作者
Dawid, Aleksandra E. [1 ]
Gront, Dominik [1 ]
Kolinski, Andrzej [1 ]
机构
[1] Univ Warsaw, Biol & Chem Res Ctr, Fac Chem, Pasteura 1, PL-02093 Warsaw, Poland
关键词
STRUCTURE PREDICTION; STRUCTURE REFINEMENT; ENERGY FUNCTIONS; HYDROGEN-BONDS; I-TASSER; DYNAMICS; SIMULATIONS; RECONSTRUCTION; COMBINATION; INSIGHTS;
D O I
10.1021/acs.jctc.7b00642
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Coarse-grained modeling of biomolecules has a very important role in molecular biology. In this work we present a novel SURPASS (Single United Residue per Pre-Averaged Secondary Structure fragment) model of proteins that can be an interesting alternative for existing coarse-grained models. The design of the model is unique and strongly supported by the statistical analysis of structural regularities characteristic for protein systems. Coarse-graining of protein chain structures assumes a single center of interactions per residue and accounts for preaveraged effects of four adjacent residue fragments. Knowledge-based statistical potentials encode complex interaction patterns of these fragments. Using the Replica Exchange Monte Carlo sampling scheme and a generic version of the SURPASS force field we performed test simulations of a representative set of single-domain globular proteins. The method samples a significant part of conformational space and reproduces protein structures, including native-like, with surprisingly good accuracy. Future extension of the SURPASS model on large biomacromolecular systems is briefly discussed.
引用
收藏
页码:5766 / 5779
页数:14
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