Finding an Optimal Pathway on a Multidimensional Free-Energy Landscape

被引:68
作者
Fu, Haohao [1 ]
Chen, Haochuan [1 ]
Wang, Xin'ao [1 ]
Chai, Hao [1 ]
Shao, Xueguang [1 ]
Cai, Wensheng [1 ]
Chipot, Christophe [2 ,3 ,4 ]
机构
[1] Nankai Univ, Coll Chem, Res Ctr Analyt Sci, Tianjin Key Lab Biosensing & Mol Recognit,State K, Tianjin 300071, Peoples R China
[2] CNRS, Lab Int Associe, F-54506 Vandoeuvre Les Nancy, France
[3] Univ Illinois, F-54506 Vandoeuvre Les Nancy, France
[4] Univ Illinois, Dept Phys, Urbana, IL 61801 USA
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Activation energy - Free energy - Mapping;
D O I
10.1021/acs.jcim.0c00279
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
An ad-hoc, yet widely adopted approach to investigate complex molecular objects in motion using importance-sampling schemes involves two steps, namely (i) mapping the multidimensional free-energy landscape that characterizes the movements in the molecular object at hand and (ii) finding the most probable transition path connecting basins of the free-energy hyperplane. To achieve this goal, we turn to an importance-sampling algorithm, coined well-tempered metadynamics-extended adaptive biasing force (WTM-eABF), aimed at mapping rugged free-energy landscapes, combined with a path-searching algorithm, which we call multidimensional lowest energy (MULE), to identify the underlying minimum free-energy pathway in the collective-variable space of interest. First, the well-tempered feature of the importance-sampling scheme confers to the latter an asymptotic convergence, while the overall algorithm inherits the advantage of high sampling efficiency of its predecessor, meta-eABF, making its performance less sensitive to user-defined parameters. Second, the Dijkstra algorithm implemented in MULE is able to identify with utmost efficiency a pathway that satisfies minimum free energy of activation among all the possible routes in the multidimensional free-energy landscape. Numerical simulations of three molecular assemblies indicate that association of WTM-eABF and MULE constitutes a reliable, efficient and robust approach for exploring coupled movements in complex molecular objects. On account of its ease of use and intrinsic performance, we expect WTM-eABF and MULE to become a tool of choice for both experts and nonexperts interested in the thermodynamics and the kinetics of processes relevant to chemistry and biology.
引用
收藏
页码:5366 / 5374
页数:9
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