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通道分析器:一种用于分析蛋白质通道形状和动力学的计算几何方法。

Chanalyzer: A Computational Geometry Approach for the Analysis of Protein Channel Shape and Dynamics.

作者信息

Raffo Andrea, Gagliardi Luca, Fugacci Ulderico, Sagresti Luca, Grandinetti Simone, Brancato Giuseppe, Biasotti Silvia, Rocchia Walter

机构信息

Istituto di Matematica Applicata e Tecnologie Informatiche "E. Magenes", Consiglio Nazionale delle Ricerche, Genova, Italy.

CONCEPT Lab, Istituto Italiano di Tecnologia, Genova, Italy.

出版信息

Front Mol Biosci. 2022 Jul 25;9:933924. doi: 10.3389/fmolb.2022.933924. eCollection 2022.

Abstract

Morphological analysis of protein channels is a key step for a thorough understanding of their biological function and mechanism. In this respect, molecular dynamics (MD) is a very powerful tool, enabling the description of relevant biological events at the atomic level, which might elude experimental observations, and pointing to the molecular determinants thereof. In this work, we present a computational geometry-based approach for the characterization of the shape and dynamics of biological ion channels or pores to be used in combination with MD trajectories. This technique relies on the earliest works of Edelsbrunner and on the NanoShaper software, which makes use of the alpha shape theory to build the solvent-excluded surface of a molecular system in an aqueous solution. In this framework, a channel can be simply defined as a cavity with two entrances on the opposite sides of a molecule. Morphological characterization, which includes identification of the main axis, the corresponding local radius, and the detailed description of the global shape of the cavity, is integrated with a physico-chemical description of the surface facing the pore lumen. Remarkably, the possible existence or temporary appearance of fenestrations from the channel interior towards the outer lipid matrix is also accounted for. As a test case, we applied the present approach to the analysis of an engineered protein channel, the mechanosensitive channel of large conductance.

摘要

蛋白质通道的形态学分析是全面理解其生物学功能和机制的关键步骤。在这方面,分子动力学(MD)是一种非常强大的工具,能够在原子水平上描述相关的生物学事件,这些事件可能无法通过实验观察到,并指出其分子决定因素。在这项工作中,我们提出了一种基于计算几何的方法,用于表征生物离子通道或孔的形状和动力学,以便与MD轨迹结合使用。该技术依赖于埃德尔布鲁纳的早期工作以及NanoShaper软件,该软件利用阿尔法形状理论构建水溶液中分子系统的溶剂排除表面。在此框架下,通道可简单定义为分子相对两侧有两个入口的腔。形态学表征包括确定主轴、相应的局部半径以及对腔整体形状的详细描述,并与面向孔腔的表面的物理化学描述相结合。值得注意的是,还考虑了从通道内部向外脂质基质的窗孔可能存在或暂时出现的情况。作为一个测试案例,我们将本方法应用于对一种工程化蛋白质通道——大电导机械敏感通道的分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5e59/9358003/ec5743c6ea07/fmolb-09-933924-g001.jpg

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