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溶质回火复制交换能否有效地对Aβ肽构象集合进行采样?

Does Replica Exchange with Solute Tempering Efficiently Sample Aβ Peptide Conformational Ensembles?

作者信息

Smith Amy K, Lockhart Christopher, Klimov Dmitri K

机构信息

School of Systems Biology and Computational Materials Science Center, George Mason University , Manassas, Virginia 20110, United States.

出版信息

J Chem Theory Comput. 2016 Oct 11;12(10):5201-5214. doi: 10.1021/acs.jctc.6b00660. Epub 2016 Sep 6.

Abstract

We have applied replica exchange with solute tempering (REST) molecular dynamics to study a short fragment of the Aβ peptide, Aβ25-35, in water and a much larger system incorporating two Aβ10-40 peptides binding to the zwitterionic dimyristoylphosphatidylcholine (DMPC) bilayer. As a control, we used traditional replica exchange molecular dynamics (REMD) applied to the same systems. Our objective was to assess the practical utility of REST simulations. Taken together, our results suggest four conclusions. First, compared to REMD, the number of replicas in REST simulations can be reduced four to five times without affecting the temperature range or compromising an efficient random walk of REST replicas over temperatures. Second, although overall REST produces much fewer conformational states than REMD, there is no substantial difference in the collection of unique states for the wild-type replica in REST and REMD, especially for the system featuring Aβ peptides binding to the lipid bilayer. Third, we performed a thorough comparison of REST and REMD equilibrium conformational ensembles, including thermal averages and probability distributions. REST reproduces REMD data extremely well for the system of Aβ peptides binding to the DMPC lipid bilayer. The agreement between REST and REMD equilibrium sampling of Aβ25-35 in water is less perfect, but it improves with addition of new REST simulations. Surprisingly, REST demonstrates much better convergence for the system featuring ordered peptides binding to lipid bilayer rather than for a small unstructured peptide solvated in water. Fourth, REST delivers its full computational advantage over REMD when applied to peptides interacting with lipid bilayers. For peptides solvated in water, REST does not appear to offer computational gain but may make replica simulations practically feasible due to a lower requirement for parallel computing environments. Our study is expected to facilitate wider application of REST in biomolecular simulations.

摘要

我们应用了溶质回火复制交换(REST)分子动力学方法,来研究水相中Aβ肽的短片段Aβ25 - 35,以及一个更大的体系,该体系包含两条与两性离子二肉豆蔻酰磷脂酰胆碱(DMPC)双层膜结合的Aβ10 - 40肽。作为对照,我们将传统的复制交换分子动力学(REMD)方法应用于相同的体系。我们的目的是评估REST模拟的实际效用。综合来看,我们的结果得出了四个结论。第一,与REMD相比,REST模拟中的复制体数量可以减少四到五倍,而不会影响温度范围,也不会损害REST复制体在温度上的有效随机游走。第二,尽管总体而言REST产生的构象状态比REMD少得多,但REST和REMD中野生型复制体的独特状态集合没有实质性差异,特别是对于Aβ肽与脂质双层结合的体系。第三,我们对REST和REMD平衡构象系综进行了全面比较,包括热平均值和概率分布。对于Aβ肽与DMPC脂质双层结合的体系,REST能极好地重现REMD数据。REST和REMD对水相中Aβ25 - 35的平衡采样之间的一致性不太理想,但随着新的REST模拟的增加而有所改善。令人惊讶的是,对于有序肽与脂质双层结合的体系,REST表现出比在水中溶剂化的小的无结构肽更好的收敛性。第四,当应用于与脂质双层相互作用的肽时,REST相对于REMD具有完整的计算优势。对于在水中溶剂化的肽,REST似乎没有提供计算增益,但由于对并行计算环境的要求较低,可能使复制模拟在实际中可行。我们的研究有望促进REST在生物分子模拟中的更广泛应用。

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