谷俊峰

副研究员

 硕士生导师
学位:博士
性别:男
毕业院校:大连理工大学
所在单位:力学与航空航天学院
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论文成果

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A Generic Force Field for Protein Coarse-Grained Molecular Dynamics Simulation

发布时间:2019-03-09 点击次数:

论文类型:期刊论文
发表刊物:INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
收录刊物:Scopus、PubMed、SCIE
卷号:13
期号:11
页面范围:14451-14469
ISSN号:1422-0067
关键字:coarse-grained; force field; molecular dynamics; protein
摘要:Coarse-grained (CG) force fields have become promising tools for studies of protein behavior, but the balance of speed and accuracy is still a challenge in the research of protein coarse graining methodology. In this work, 20 CG beads have been designed based on the structures of amino acid residues, with which an amino acid can be represented by one or two beads, and a CG solvent model with five water molecules was adopted to ensure the consistence with the protein CG beads. The internal interactions in protein were classified according to the types of the interacting CG beads, and adequate potential functions were chosen and systematically parameterized to fit the energy distributions. The proposed CG force field has been tested on eight proteins, and each protein was simulated for 1000 ns. Even without any extra structure knowledge of the simulated proteins, the C alpha root mean square deviations (RMSDs) with respect to their experimental structures are close to those of relatively short time all atom molecular dynamics simulations. However, our coarse grained force field will require further refinement to improve agreement with and persistence of native-like structures. In addition, the root mean square fluctuations (RMSFs) relative to the average structures derived from the simulations show that the conformational fluctuations of the proteins can be sampled.