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优化偏置交换元动力学的性能:使用粗粒度模型折叠一个含有 48 个残基的 LysM 结构域。

Optimizing the performance of bias-exchange metadynamics: folding a 48-residue LysM domain using a coarse-grained model.

机构信息

Scuola Internazionale Superiore di Studi Avanzati, and CNR-INFM DEMOCRITOS National Simulation Center, via Beirut 2-4, I-34014 Trieste, Italy.

出版信息

J Phys Chem B. 2010 Mar 11;114(9):3259-65. doi: 10.1021/jp907464b.

Abstract

Computer simulation of complex conformational transitions in biomolecules, such as protein folding, is considered one of the main goals of computational chemistry. A recently developed methodology, bias-exchange metadynamics, was successfully used to reversibly fold some small globular proteins. The objective of this work is to further improve this promising technique. This is accomplished by searching for the optimal set of parameters that enable folding a 48 amino acid protein, 1E0G , in the shortest possible time, using a coarse-grained force field UNRES. It is shown that bias-exchange metadynamics, if appropriately optimized, allows finding the folded state of 1E0G significantly faster than normal replica exchange.

摘要

计算机模拟生物分子的复杂构象转变,如蛋白质折叠,被认为是计算化学的主要目标之一。最近开发的一种方法,偏置交换元动力学,已成功用于可逆折叠一些小的球状蛋白质。本工作的目的是进一步改进这一有前途的技术。这是通过搜索最优参数集来实现的,该参数集可以使用粗粒力场 UNRES 在尽可能短的时间内折叠一个 48 个氨基酸的蛋白质 1E0G。结果表明,如果适当优化,偏置交换元动力学可以比普通副本交换更快地找到 1E0G 的折叠状态。

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