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多副本 λ 动力学的无炼金术自由能计算:输送带热力学积分方案。

Alchemical Free-Energy Calculations by Multiple-Replica λ-Dynamics: The Conveyor Belt Thermodynamic Integration Scheme.

机构信息

Laboratory of Physical Chemistry, Department of Chemistry and Applied Biosciences , ETH Zürich , Vladimir-Prelog-Weg 2 , 8093 Zürich , Switzerland.

出版信息

J Chem Theory Comput. 2019 Apr 9;15(4):2392-2419. doi: 10.1021/acs.jctc.8b00782. Epub 2019 Mar 25.

DOI:10.1021/acs.jctc.8b00782
PMID:30821973
Abstract

A new method is proposed to calculate alchemical free-energy differences based on molecular dynamics (MD) simulations, called the conveyor belt thermodynamic integration (CBTI) scheme. As in thermodynamic integration (TI), K replicas of the system are simulated at different values of the alchemical coupling parameter λ. The number K is taken to be even, and the replicas are equally spaced on a forward-turn-backward-turn path, akin to a conveyor belt (CB) between the two physical end-states; and as in λ-dynamics (λD), the λ-values associated with the individual systems evolve in time along the simulation. However, they do so in a concerted fashion, determined by the evolution of a single dynamical variable Λ of period 2π controlling the advance of the entire CB. Thus, a change of Λ is always associated with K/2 equispaced replicas moving forward and K/2 equispaced replicas moving backward along λ. As a result, the effective free-energy profile of the replica system along Λ is periodic of period 2 πK, and the magnitude of its variations decreases rapidly upon increasing K, at least as K in the limit of large K. When a sufficient number of replicas is used, these variations become small, which enables a complete and quasi-homogeneous coverage of the λ-range by the replica system, without application of any biasing potential. If desired, a memory-based biasing potential can still be added to further homogenize the sampling, the preoptimization of which is computationally inexpensive. The final free-energy profile along λ is calculated similarly to TI, by binning of the Hamiltonian λ-derivative as a function of λ considering all replicas simultaneously, followed by quadrature integration. The associated quadrature error can be kept very low owing to the continuous and quasi-homogeneous λ-sampling. The CBTI scheme can be viewed as a continuous/deterministic/dynamical analog of the Hamiltonian replica-exchange/permutation (HRE/HRP) schemes or as a correlated multiple-replica analog of the λD or λ-local elevation umbrella sampling (λ-LEUS) schemes. Compared to TI, it shares the advantage of the latter schemes in terms of enhanced orthogonal sampling, i.e. the availability of variable-λ paths to circumvent conformational barriers present at specific λ-values. Compared to HRE/HRP, it permits a deterministic and continuous sampling of the λ-range, is expected to be less sensitive to possible artifacts of the thermo- and barostating schemes, and bypasses the need to carefully preselect a λ-ladder and a swapping-attempt frequency. Compared to λ-LEUS, it eliminates (or drastically reduces) the dead time associated with the preoptimization of a biasing potential. The goal of this article is to provide the mathematical/physical formulation of the proposed CBTI scheme, along with an initial application of the method to the calculation of the hydration free energy of methanol.

摘要

提出了一种新的基于分子动力学(MD)模拟计算炼金术自由能差的方法,称为输送带热力学积分(CBTI)方案。与热力学积分(TI)一样,在不同的炼金术耦合参数λ值下模拟 K 个系统副本。K 的取值为偶数,副本均匀分布在前进-后退-前进路径上,类似于两个物理末端状态之间的输送带(CB);与 λ 动力学(λD)一样,与各个系统相关的 λ 值随时间沿模拟沿时间演变。然而,它们以协同的方式进行,由控制整个 CB 前进的单个动力学变量 Λ 的演化决定。因此,Λ 的变化总是与沿 λ 向前移动的 K/2 个等距副本和沿 λ 向后移动的 K/2 个等距副本相关联。结果,复制系统沿 Λ 的有效自由能曲线呈周期性,周期为 2πK,并且随着 K 的增加,其变化幅度迅速减小,至少在 K 很大的极限下是这样。当使用足够数量的副本时,这些变化变得很小,这使得复制系统可以通过不应用任何偏置势来完整且近乎均匀地覆盖 λ 范围。如果需要,仍然可以添加基于记忆的偏置势以进一步均匀化采样,而偏置势的预优化计算成本低廉。沿 λ 的最终自由能曲线的计算类似于 TI,即通过对所有副本同时考虑作为 λ 的函数的哈密顿量 λ 导数进行分箱,然后进行求积积分。由于连续且近乎均匀的 λ 采样,相关的求积误差可以保持非常低。CBTI 方案可以被视为哈密顿复制交换/置换(HRE/HRP)方案的连续/确定/动态类似物,或者是 λD 或 λ 局部提升伞采样(λ-LEUS)方案的相关多副本类似物。与 TI 相比,它具有与后者方案在增强正交采样方面的优势,即存在可用于规避特定 λ 值处的构象障碍的可变 λ 路径。与 HRE/HRP 相比,它允许对 λ 范围进行确定性和连续采样,预计对热和压力状态方案的可能伪影不敏感,并且无需仔细预选 λ 梯和交换尝试频率。与 λ-LEUS 相比,它消除了(或大大减少了)与偏置势预优化相关的死时间。本文的目的是提供所提出的 CBTI 方案的数学/物理公式,并将该方法首次应用于甲醇水合自由能的计算。

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