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Replica 交换伞采样在非模板模型蛋白质结构精修中的应用。

Application of replica exchange umbrella sampling to protein structure refinement of nontemplate models.

机构信息

Department of Cell Biology and Biochemistry, USAMRIID, Fredrick, Maryland 21702, USA.

出版信息

J Comput Chem. 2013 Jul 30;34(20):1785-93. doi: 10.1002/jcc.23325. Epub 2013 May 23.

Abstract

We provide an assessment of a computational strategy for protein structure refinement that combines self-guided Langevin dynamics with umbrella-potential biasing replica exchange using the radius of gyration as a coordinate (Rg -ReX). Eight structurally nonredundant proteins and their decoys were examined by sampling conformational space at room temperature using the CHARMM22/GBMV2 force field to generate the ensemble of structures. Two atomic statistical potentials (RWplus and DFIRE) were analyzed for structure identification and compared to the simulation force-field potential. The results show that, while the Rg -ReX simulations were able to sample conformational basins that were more structurally similar to the X-ray crystallographic structures than the starting first-order ranked decoys, the potentials failed to detect these basins from refinement. Of the three potential functions, RWplus yielded the highest accuracy for recognition of structures that refined to an average of nearly 20% increase in native contacts relative to the starting decoys. The overall performance of Rg -ReX is compared to an earlier study of applying temperature-based replica exchange to refine the same decoy sets and highlights the general challenge of achieving consistently the sampling and detection threshold of 70% fraction of native contacts.

摘要

我们提供了一种蛋白质结构精修的计算策略评估,该策略结合了自导向 Langevin 动力学和使用旋转半径 (Rg -ReX) 作为坐标的伞形势偏置 replica 交换。使用 CHARMM22/GBMV2 力场在室温下采样构象空间,对八个结构非冗余的蛋白质及其诱饵进行了检查,以生成结构的集合。分析了两种原子统计势(RWplus 和 DFIRE)以进行结构识别,并与模拟力场势进行了比较。结果表明,虽然 Rg -ReX 模拟能够采样与 X 射线晶体结构更相似的构象盆地,而不是起始的一级排名诱饵,但这些势未能从精修中检测到这些盆地。在这三种势能函数中,RWplus 对识别结构的准确性最高,这些结构相对于起始的诱饵精修后平均增加了近 20%的天然接触。Rg -ReX 的整体性能与之前应用基于温度的 replica 交换来精修相同诱饵集的研究进行了比较,并突出了实现天然接触分数 70%的采样和检测阈值的普遍挑战。

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