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通过 λ 依赖伞状采样模拟估算配体结合亲和力。

Estimating the ligand-binding affinity via λ-dependent umbrella sampling simulations.

机构信息

Laboratory of Theoretical and Computational Biophysics, Ton Duc Thang University, Ho Chi Minh City, Vietnam.

Faculty of Applied Science, Ton Duc Thang University, Ho Chi Minh City, Vietnam.

出版信息

J Comput Chem. 2021 Jan 15;42(2):117-123. doi: 10.1002/jcc.26439. Epub 2020 Oct 19.

Abstract

The umbrella sampling (US) approach has been demonstrated to be a very efficient method for estimating the ligand-binding affinity. However, most of the calculated values overestimate experimental ones that are probably caused by the inaccurate representation of the interaction between the ligand and the surrounding molecules. The issue can be resolved via the implementation aspects of λ-alteration simulation into the US approach, which we call the λ-dependent umbrella sampling (λUS) scheme. In particular, the electrostatic and van der Waals interactions were simultaneously changed by using the coupling parameter λ during λUS simulations. The mean value of obtained results, kcal mol , is in good fitting to the mean value of respective experiments, ∆G =  - 11.26 ± 0.89 kcal mol . Moreover, the correlation between the proposed approach and experiment is quite good with a value of . The λUS scheme significantly enhances the calculated accuracy since the RMSE of the proposed scheme is smaller than traditional US simulations, kcal mol versus kcal mol . Furthermore, the precision is increased since the computed error via λUS approach, kcal mol , was smaller than those of the US simulation, kcal mol . Overall, the proposed approach perhaps provides an efficient way to accurately and precisely estimate the ligand-binding free energy.

摘要

伞形采样 (US) 方法已被证明是一种非常有效的方法,可用于估计配体结合亲和力。然而,大多数计算值都高估了实验值,这可能是由于配体与周围分子之间的相互作用表示不准确所致。可以通过在 US 方法中实现 λ 变化模拟的实施方面来解决该问题,我们将其称为 λ 依赖伞形采样 (λUS) 方案。特别是,在 λUS 模拟过程中,通过使用耦合参数 λ 同时改变静电和范德华相互作用。得到的结果的平均值 kcal mol 与各自实验的平均值 ∆G = -11.26 ± 0.89 kcal mol 非常吻合。此外,提出的方法与实验之间的相关性非常好,相关系数为 。由于提出的方案的 RMSE 小于传统的 US 模拟,kcal mol 对 kcal mol ,因此 λUS 方案显著提高了计算精度。此外,由于通过 λUS 方法计算的误差,kcal mol ,小于 US 模拟的误差,kcal mol ,因此精度提高了。总体而言,该方法可能为准确、精确地估计配体结合自由能提供了一种有效方法。

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