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利用 Voronoi 剖分和蒙特卡罗积分方法分析蛋白质-膜系统中的脂质表面积。

Analysis of lipid surface area in protein-membrane systems combining Voronoi tessellation and Monte Carlo integration methods.

机构信息

RIKEN Quantitative Biology Center, 7-1-26 Minatojima-minamimachi, Kobe, Hyogo 650-0047, Japan.

出版信息

J Comput Chem. 2012 Jan 30;33(3):286-93. doi: 10.1002/jcc.21973. Epub 2011 Nov 21.

Abstract

All-atom molecular dynamics (MD) simulation has become a powerful research tool to investigate structural and dynamical properties of biological membranes and membrane proteins. The lipid structures of simple membrane systems in recent MD simulations are in good agreement with those obtained by experiments. However, for protein-membrane systems, the complexity of protein-lipid interactions makes investigation of lipid structure difficult. Although the area per lipid is one of the essential structural properties in membrane systems, the area in protein-membrane systems cannot be computed easily by conventional approaches like the Voronoi tessellation method. To overcome this limitation, we propose a new method combining the two-dimensional Voronoi tessellation and Monte Carlo integration methods. This approach computes individual surface areas of lipid molecules not only in bulk lipids but also in proximity to membrane proteins. We apply the method to all-atom MD trajectories of the sarcoplasmic reticulum Ca(2+)-pump and the SecY protein-conducting channel. The calculated lipid surface area is in agreement with experimental values and consistent with other structural parameters of lipid bilayers. We also observe changes in the average area per lipid induced by the conformational transition of the SecY channel. Our method is particularly useful for examining equilibration of lipids around membrane proteins and for analyzing the time course of protein-lipid interactions.

摘要

全原子分子动力学 (MD) 模拟已成为研究生物膜和膜蛋白结构和动力学特性的强大研究工具。最近 MD 模拟中简单膜系统的脂质结构与实验获得的结果非常吻合。然而,对于蛋白-膜系统,蛋白质-脂质相互作用的复杂性使得脂质结构的研究变得困难。尽管单位面积脂质是膜系统的基本结构特性之一,但传统方法(如 Voronoi 胞腔法)难以计算蛋白-膜系统中的面积。为了克服这一限制,我们提出了一种新的方法,将二维 Voronoi 胞腔和蒙特卡罗积分方法结合起来。该方法不仅可以计算大块脂质中脂质分子的单个表面积,还可以计算接近膜蛋白的脂质分子的表面积。我们将该方法应用于肌浆网 Ca(2+)-泵和 SecY 蛋白传导通道的全原子 MD 轨迹。计算得到的脂质表面积与实验值一致,与脂质双层的其他结构参数一致。我们还观察到 SecY 通道构象转变引起的平均脂质面积的变化。我们的方法特别适用于检查脂质在膜蛋白周围的平衡以及分析蛋白质-脂质相互作用的时间过程。

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