Department of Computer Science, Iowa State University, Ames, Iowa, United States of America.
Program of Bioinformatics and Computational Biology, Iowa State University, Ames, Iowa, United States of America.
PLoS Comput Biol. 2020 May 14;16(5):e1007855. doi: 10.1371/journal.pcbi.1007855. eCollection 2020 May.
Mass-spring models have been a standard approach in molecular modeling for the last few decades, such as elastic network models (ENMs) that are widely used for normal mode analysis. In this work, we present a vastly different elastic solid model (ESM) of macromolecules that shares the same simplicity and efficiency as ENMs in producing the equilibrium dynamics and moreover, offers some significant new features that may greatly benefit the research community. ESM is different from ENM in that it treats macromolecules as elastic solids. Our particular version of ESM presented in this work, named αESM, captures the shape of a given biomolecule most economically using alpha shape, a well-established technique from the computational geometry community. Consequently, it can produce most economical coarse-grained models while faithfully preserving the shape and thus makes normal mode computations and visualization of extremely large complexes more manageable. Secondly, as a solid model, ESM's close link to finite element analysis renders it ideally suited for studying mechanical responses of macromolecules under external force. Lastly, we show that ESM can be applied also to structures without atomic coordinates such as those from cryo-electron microscopy. The complete MATLAB code of αESM is provided.
在过去几十年中,质量弹簧模型一直是分子建模的标准方法,例如广泛用于模态分析的弹性网络模型(ENM)。在这项工作中,我们提出了一种截然不同的大分子弹性固体模型(ESM),它与 ENM 具有相同的简单性和效率,可以产生平衡动力学,并且具有一些可能极大地有益于研究界的新特征。ESM 与 ENM 的不同之处在于它将大分子视为弹性固体。我们在这项工作中提出的 ESM 的特定版本,名为αESM,使用 alpha 形状最经济地捕获给定生物分子的形状,alpha 形状是计算几何社区中一种成熟的技术。因此,它可以生成最经济的粗粒度模型,同时忠实地保留形状,从而使非常大的复合物的模态计算和可视化更易于管理。其次,作为一种固体模型,ESM 与有限元分析的紧密联系使其非常适合研究大分子在外力作用下的力学响应。最后,我们表明 ESM 也可以应用于没有原子坐标的结构,例如来自冷冻电子显微镜的结构。提供了完整的αESM 的 MATLAB 代码。