Molecular Dynamics Trajectory Compression with a Coarse-Grained Model

被引:6
|
作者
Cheng, Yi-Ming [1 ]
Gopal, Srinivasa Murthy [1 ]
Law, Sean M. [1 ]
Feig, Michael [1 ]
机构
[1] Michigan State Univ, Dept Biochem & Mol Biol, E Lansing, MI 48824 USA
基金
美国国家科学基金会;
关键词
Proteins; all-atom reconstruction; PRIMO; molecular dynamics simulation; compression; coarse-grained model; EMPIRICAL FORCE-FIELDS; ALL-ATOM; PROTEIN STRUCTURES; GENERALIZED BORN; HELICAL PROTEIN; SIMULATIONS; DATABASE; REPRESENTATIONS; RECONSTRUCTION; PREDICTION;
D O I
10.1109/TCBB.2011.141
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Molecular dynamics trajectories are very data intensive thereby limiting sharing and archival of such data. One possible solution is compression of trajectory data. Here, trajectory compression based on conversion to the coarse-grained model PRIMO is proposed. The compressed data are about one third of the original data and fast decompression is possible with an analytical reconstruction procedure from PRIMO to all-atom representations. This protocol largely preserves structural features and to a more limited extent also energetic features of the original trajectory.
引用
收藏
页码:476 / 486
页数:11
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