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葡萄糖激酶的多尺度增强采样:通过大规模结构域运动调节酶反应。

Multiscale enhanced sampling of glucokinase: Regulation of the enzymatic reaction via a large scale domain motion.

机构信息

Graduate School of Medical Life Science, Yokohama City University, 1-7-29 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan.

Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan.

出版信息

J Chem Phys. 2018 Aug 21;149(7):072314. doi: 10.1063/1.5027444.

Abstract

Enhanced sampling yields a comprehensive structural ensemble or a free energy landscape, which is beyond the capability of a conventional molecular dynamics simulation. Our recently developed multiscale enhanced sampling (MSES) method employs a coarse-grained model coupled with the target physical system for the efficient acceleration of the dynamics. MSES has demonstrated applicability to large protein systems in solution, such as intrinsically disordered proteins and protein-protein and protein-ligand interactions. Here, we applied the MSES simulation to an important drug discovery target, glucokinase (GCK), to elucidate the structural basis of the positive cooperativity of the enzymatic reaction at an atomistic resolution. MSES enabled us to compare two sets of the free energy landscapes of GCK, for the glucose-bound and glucose-unbound forms, and thus demonstrated the drastic change of the free energy surface depending on the glucose concentration. In the glucose-bound form, we found two distinct basins separated by a high energy barrier originating from the domain motion and the folding/unfolding of the α13 helix. By contrast, in the glucose-unbound form, a single flat basin extended to the open and super-open states. These features illustrated the two distinct phases achieving the cooperativity, the fast reaction cycle staying in the closed state at a high glucose concentration and the slow cycle primarily in the open/super-open state at a low concentration. The weighted ensemble simulations revealed the kinetics of the structural changes in GCK with the synergetic use of the MSES results; the rate constant of the transition between the closed state and the open/super-open states, = 1.1 ms, is on the same order as the experimental catalytic rate, = 0.22 ms. Finally, we discuss the pharmacological activities of GCK activators (small molecular drugs modulating the GCK activity) in terms of the slight changes in the domain motion, depending on their chemical structures as regulators. The present study demonstrated the capability of the enhanced sampling and the associated kinetic calculations for understanding the atomistic structural dynamics of protein systems in physiological environments.

摘要

增强采样产生了一个全面的结构集合或自由能景观,这超出了传统分子动力学模拟的能力。我们最近开发的多尺度增强采样(MSES)方法采用粗粒度模型与目标物理系统相结合,以有效地加速动力学。MSES 已经证明适用于溶液中的大型蛋白质系统,例如无序蛋白质和蛋白质-蛋白质以及蛋白质-配体相互作用。在这里,我们将 MSES 模拟应用于一个重要的药物发现靶标,葡萄糖激酶(GCK),以阐明酶反应的正协同作用的结构基础,达到原子分辨率。MSES 使我们能够比较葡萄糖结合和葡萄糖非结合形式的 GCK 的两组自由能景观,从而证明了自由能表面取决于葡萄糖浓度的剧烈变化。在葡萄糖结合形式中,我们发现两个不同的盆地由源于结构域运动和α13 螺旋折叠/展开的高能势垒隔开。相比之下,在葡萄糖非结合形式中,单个平坦的盆地延伸到开放和超开放状态。这些特征说明了实现协同作用的两个不同阶段,快速反应循环在高葡萄糖浓度下保持在封闭状态,而缓慢循环主要在低浓度下处于开放/超开放状态。加权整体模拟揭示了 GCK 结构变化的动力学,协同使用 MSES 结果;封闭状态和开放/超开放状态之间的结构变化的速率常数, = 1.1 ms,与实验催化速率, = 0.22 ms,处于同一数量级。最后,我们根据它们作为调节剂的化学结构,讨论了葡萄糖激酶激活剂(调节 GCK 活性的小分子药物)的药理活性对结构域运动的微小变化的影响。本研究证明了增强采样和相关动力学计算在理解生理环境中蛋白质系统的原子结构动力学方面的能力。

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