Improving the Computational Efficiency of the Adaptive Biasing Force Sampling by Leveraging the Telescopic-Solvation Scheme.

IF 5.5 1区 化学 Q2 CHEMISTRY, PHYSICAL
Journal of Chemical Theory and Computation Pub Date : 2024-12-24 Epub Date: 2024-12-07 DOI:10.1021/acs.jctc.4c01209
Diship Srivastava, Niladri Patra
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引用次数: 0

Abstract

The number of solvent molecules present in the system during molecular dynamics is the balancing act between the need to remove the boundary effects present in the system and the computational cost. Application of the telescopic-solvation box scheme during the estimation of the potential of mean force (PMF) can be advantageous in situations where the contribution of solvent far from the site of interest toward the whole PMF is negligible, as previously demonstrated in the case of adaptive steered molecular dynamics and umbrella sampling. This work explores the application of the telescopic-solvation box scheme during enhanced sampling by the stratified adaptive biasing force (ABF) family of methods, including ABF, extended ABF, well-tempered-metadynamics extended ABF, and multiwalker extended ABF. During this scheme, the number of water molecules differed in each stratified window, whose number depended on the value of the collective variable being sampled in that window. Two systems were used to verify the viability of the telescopic scheme: unfolding (Ala)10 peptide in water and insertion of α-tocopherol in a bilayer membrane. In the first system, the 1D and 2D PMFs obtained by the telescopic-solvation scheme matched well with the benchmark PMFs estimated with a standard solvation box. The minimal energy path connecting the α-helical and extended conformational states revealed that the unfolding process of (Ala)10 in water involved multiple closely spaced metastable states. As for the second system, the PMF, equilibrium location of α-tocopherol, and the free energy associated with the desorption and flipping of α-tocopherol obtained within the scope of the telescopic-solvation box scheme agreed with their standard solvation box values. Enhanced sampling with ABF and its variants in conjunction with the telescopic-solvation scheme results in a similar quality of the estimated PMF compared to sampling with a standard solvation box, albeit with reduced computational cost.

利用套筒-溶剂化方案提高自适应偏压力采样的计算效率。
在分子动力学过程中,系统中存在的溶剂分子数是消除系统中存在的边界效应的需要和计算成本之间的平衡行为。在估计平均力势(PMF)期间,在远离感兴趣位置的溶剂对整个PMF的贡献可以忽略不计的情况下,应用伸缩-溶剂化盒方案是有利的,如先前在自适应定向分子动力学和伞式采样的情况下所演示的那样。本文探讨了分层自适应偏置力(ABF)系列方法在增强采样过程中伸缩-溶剂化盒方案的应用,包括ABF、扩展ABF、回火元动力学扩展ABF和多步行者扩展ABF。在此方案中,每个分层窗口中的水分子数量不同,其数量取决于该窗口中采样的集体变量的值。用两种系统验证了伸缩方案的可行性:在水中展开(Ala)10肽和在双层膜中插入α-生育酚。在第一个体系中,套筒-溶剂化方案得到的一维和二维pmf与标准溶剂化盒估计的基准pmf匹配良好。连接α-螺旋和扩展构象态的最小能量路径表明,(Ala)10在水中的展开过程涉及多个紧密间隔的亚稳态。对于第二种体系,在套筒-溶剂化箱方案范围内得到的PMF、α-生育酚的平衡位置以及与α-生育酚解吸和翻转相关的自由能均符合标准溶剂化箱值。与使用标准溶剂化盒进行采样相比,使用ABF及其变体进行增强采样与套筒溶剂化方案相结合,可以获得与使用标准溶剂化盒进行采样相似的PMF质量,尽管计算成本降低了。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Chemical Theory and Computation
Journal of Chemical Theory and Computation 化学-物理:原子、分子和化学物理
CiteScore
9.90
自引率
16.40%
发文量
568
审稿时长
1 months
期刊介绍: The Journal of Chemical Theory and Computation invites new and original contributions with the understanding that, if accepted, they will not be published elsewhere. Papers reporting new theories, methodology, and/or important applications in quantum electronic structure, molecular dynamics, and statistical mechanics are appropriate for submission to this Journal. Specific topics include advances in or applications of ab initio quantum mechanics, density functional theory, design and properties of new materials, surface science, Monte Carlo simulations, solvation models, QM/MM calculations, biomolecular structure prediction, and molecular dynamics in the broadest sense including gas-phase dynamics, ab initio dynamics, biomolecular dynamics, and protein folding. The Journal does not consider papers that are straightforward applications of known methods including DFT and molecular dynamics. The Journal favors submissions that include advances in theory or methodology with applications to compelling problems.
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