论文标题

具有增强采样技术的异质膜的计算机模拟

Computer Simulations of a Heterogeneous Membrane with Enhanced Sampling Techniques

论文作者

Cherniavskyi, Yevhen K., Fathizadeh, Arman, Elber, Ron, Tieleman, D. Peter

论文摘要

异质磷脂膜的平衡状态的计算确定是一个重大挑战。我们希望探索这些多组分系统的丰富相图。但是,膜中的扩散时间和混合时间长期以来与计算机模拟的典型时间相吻合。为了加快休闲时间,使用了先进的仿真方法。我们评估了增强的采样技术(例如MDA(具有炼金术步骤的分子动力学)和MC-MD(具有分子动力学的Monte Carlo))的组合,并具有膜模型(Martini)的模型,以重新补充达到平衡所需的步骤和力量评估的数量和力量评估。我们说明了与马提尼酒模型的直接分子动力学相比,通过三到十之间的平直分子动力学。该组合是增强生物膜中相位分离和结构域形成研究的有用工具。

Computational determination of the equilibrium state of heterogeneous phospholipid mem-branes is a significant challenge. We wish to explore the rich phase diagram of these multi-component systems. However, the diffusion and mixing times in membranes are long com-pared to typical times of computer simulations. To speed up the relaxation times, advanced simulation methods are used. We evaluate the combination of enhanced sampling tech-niques such as MDAS (Molecular Dynamics with Alchemical Steps) and MC-MD (Monte Carlo with Molecular Dynamics) with a coarse-grained model of membranes (Martini) to re-duce the number of steps and force evaluations that are needed to reach equilibrium. We illustrate a significant gain compared to straightforward Molecular Dynamics of the Martini model by factors between three to ten. The combination is a useful tool to enhance the study of phase separation and the formation of domains in biological membranes.

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