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致力于蛋白质构象变化自由能计算的收敛:以 Mhp1 转运蛋白的薄门为例。

Toward Convergence in Free Energy Calculations for Protein Conformational Changes: A Case Study on the Thin Gate of Mhp1 Transporter.

机构信息

Department of Physics, Indiana University Purdue University Indianapolis, 402 N. Blackford Street, Indianapolis, Indiana 46202, United States.

出版信息

J Chem Theory Comput. 2021 Oct 12;17(10):6583-6596. doi: 10.1021/acs.jctc.1c00585. Epub 2021 Sep 15.

Abstract

It has been challenging to obtain reliable free energies for protein conformational changes from all-atom molecular dynamics simulations, despite the availability of many enhanced sampling techniques. To alleviate the difficulties associated with the enormous complexity of the conformational space, here we propose a few practical strategies for such calculations, including (1) a stringent method to examine convergence by comparing independent simulations starting from different initial coordinates, (2) adoption of multistep schemes in which the complete conformational change consists of multiple transition steps, each sampled using a distinct reaction coordinate, and (3) application of boundary restraints to simplify the conformational space. We demonstrate these strategies on the conformational changes between the outward-facing and outward-occluded states of the Mhp1 membrane transporter, obtaining the equilibrium thermodynamics of the relevant metastable states, the kinetic rates between these states, and the reactive trajectories that reveal the atomic details of spontaneous transitions. Our approaches thus promise convergent and reliable calculations to examine intuition-based hypotheses and to eventually elucidate the underlying molecular mechanisms of reversible conformational changes in complex protein systems.

摘要

从全原子分子动力学模拟中获得可靠的蛋白质构象变化的自由能一直具有挑战性,尽管有许多增强采样技术。为了缓解与构象空间巨大复杂性相关的困难,我们在这里提出了一些用于此类计算的实用策略,包括(1)通过比较从不同初始坐标开始的独立模拟来严格检查收敛性的方法,(2)采用多步方案,其中完整的构象变化由多个跃迁步骤组成,每个跃迁步骤使用不同的反应坐标进行采样,以及(3)应用边界约束来简化构象空间。我们在 Mhp1 膜转运蛋白的外向构象和外向闭塞构象之间的构象变化上演示了这些策略,获得了相关亚稳态的平衡热力学、这些状态之间的动力学速率以及揭示自发跃迁原子细节的反应轨迹。因此,我们的方法有望进行收敛和可靠的计算,以检验基于直觉的假设,并最终阐明复杂蛋白质体系中可逆构象变化的潜在分子机制。

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