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Atomistic Monte Carlo Simulation of Lipid Membranes

机译:脂质膜的原子蒙特卡罗模拟

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Biological membranes are complex assemblies of many different molecules of which analysis demands a variety of experimental and computational approaches. In this article, we explain challenges and advantages of atomistic Monte Carlo (MC) simulation of lipid membranes. We provide an introduction into the various move sets that are implemented in current MC methods for efficient conformational sampling of lipids and other molecules. In the second part, we demonstrate for a concrete example, how an atomistic local-move set can be implemented for MC simulations of phospholipid monomers and bilayer patches. We use our recently devised chain breakage/closure (CBC) local move set in the bond-/torsion angle space with the constant-bond-length approximation (CBLA) for the phospholipid dipalmitoylphosphatidylcholine (DPPC). We demonstrate rapid conformational equilibration for a single DPPC molecule, as assessed by calculation of molecular energies and entropies. We also show transition from a crystalline-like to a fluid DPPC bilayer by the CBC local-move MC method, as indicated by the electron density profile, head group orientation, area per lipid, and whole-lipid displacements. We discuss the potential of local-move MC methods in combination with molecular dynamics simulations, for example, for studying multi-component lipid membranes containing cholesterol.
机译:生物膜是由许多不同分子组成的复杂组件,对它们的分析需要多种实验和计算方法。在本文中,我们解释了脂质膜原子蒙特卡罗(MC)模拟的挑战和优势。我们提供了在当前MC方法中实现的各种移动集的介绍,以有效地对脂质和其他分子进行构象采样。在第二部分中,我们为一个具体示例演示如何将原子局部移动集用于磷脂单体和双层膜片的MC模拟。我们将最近设计的链断裂/闭合(CBC)局部移动设置在键/扭转角空间中,并使用恒定键长近似值(CBLA)来制备磷脂二棕榈酰磷脂酰胆碱(DPPC)。我们证明了单个DPPC分子的快速构象平衡,通过计算分子能和熵来评估。我们还显示了通过CBC局部移动MC方法从晶体状到流体DPPC双层的转变,如电子密度分布图,头基团取向,每个脂质的面积和整个脂质的位移所示。我们讨论与分子动力学模拟相结合的局部移动MC方法的潜力,例如,用于研究包含胆固醇的多组分脂质膜。

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