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关于在混合全原子/粗粒度分子动力学模拟中使用原子溶剂层

On Using Atomistic Solvent Layers in Hybrid All-Atom/Coarse-Grained Molecular Dynamics Simulations.

作者信息

Kuhn Alexander B, Gopal Srinivasa M, Schäfer Lars V

机构信息

Lehrstuhl für Theoretische Chemie, Ruhr-University Bochum , D-44780 Bochum, Germany.

出版信息

J Chem Theory Comput. 2015 Sep 8;11(9):4460-72. doi: 10.1021/acs.jctc.5b00499. Epub 2015 Aug 12.

DOI:10.1021/acs.jctc.5b00499
PMID:26575936
Abstract

Hybrid all-atom/coarse-grained (AA-CG) simulations in which AA solutes are embedded in a CG environment can provide a significant computational speed-up over conventional fully atomistic simulations and thus alleviate the current length and time scale limitations of molecular dynamics (MD) simulations of large biomolecular systems. On one hand, coarse graining the solvent is particularly appealing, since it typically constitutes the largest part of the simulation system and thus dominates computational cost. On the other hand, retaining atomic-level solvent layers around the solute is desirable for a realistic description of hydrogen bonds and other local solvation effects. Here, we devise and systematically validate fixed resolution AA-CG schemes, both with and without atomistic water layers. To quantify the accuracy and diagnose possible pitfalls, Gibbs free energies of solvation of amino acid side chain analogues were calculated, and the influence of the nature of the CG solvent surrounding (polarizable vs nonpolarizable CG water) and the size of the AA solvent region was investigated. We show that distance restraints to keep the AA solvent around the solute lead to too high of a density in the inner shell. Together with a long-ranged effect due to orientational ordering of water molecules at the AA-CG boundary, this affects solvation free energies. Shifting the onset of the distance restraints slightly away from the central solute significantly improves solvation free energies, down to mean unsigned errors with respect to experiment of 2.3 and 2.6 kJ/mol for the polarizable and nonpolarizable CG water surrounding, respectively. The speed-up of the nonpolarizable model renders it computationally more attractive. The present work thus highlights challenges, and outlines possible solutions, involved with modeling the boundary between different levels of resolution in hybrid AA-CG simulations.

摘要

将全原子溶质嵌入粗粒化环境中的混合全原子/粗粒化(AA-CG)模拟,相比传统的完全原子模拟能够显著加快计算速度,从而缓解目前大型生物分子系统分子动力学(MD)模拟在长度和时间尺度上的限制。一方面,对溶剂进行粗粒化特别有吸引力,因为它通常构成模拟系统的最大部分,从而主导计算成本。另一方面,在溶质周围保留原子级溶剂层对于真实描述氢键和其他局部溶剂化效应是很有必要的。在这里,我们设计并系统验证了有无原子级水层的固定分辨率AA-CG方案。为了量化准确性并诊断可能存在的问题,我们计算了氨基酸侧链类似物的溶剂化吉布斯自由能,并研究了周围粗粒化溶剂的性质(可极化与不可极化的粗粒化水)以及全原子溶剂区域大小的影响。我们表明,保持溶质周围全原子溶剂的距离限制会导致内壳层密度过高。再加上由于全原子-粗粒化边界处水分子的取向有序性产生的长程效应,这会影响溶剂化自由能。将距离限制的起始点稍微从中心溶质处移开,可显著改善溶剂化自由能,对于周围可极化和不可极化的粗粒化水,相对于实验的平均绝对误差分别降至2.3和2.6 kJ/mol。不可极化模型的加速使其在计算上更具吸引力。因此,本工作突出了混合AA-CG模拟中不同分辨率水平之间边界建模所涉及的挑战,并概述了可能的解决方案。

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