Department of Computer Science, University of California, Davis, USA.
Unité de Dynamique Structurale des Macromolécules, UMR 3528 Du CNRS, Institut Pasteur, 75015, Paris, France.
Prog Biophys Mol Biol. 2019 May;143:20-37. doi: 10.1016/j.pbiomolbio.2018.09.004. Epub 2018 Sep 28.
While structural data on viruses are more and more common, information on their dynamics is much harder to obtain as those viruses form very large molecular complexes. In this paper, we propose a new method for computing the coarse-grained normal modes of such supra-molecules, NormalGo. A new formalism is developed to represent the Hessian of a quadratic potential using tensor products. This formalism is applied to the Tirion elastic potential, as well as to a Gō like potential. When combined with a fast method for computing a select set of eigenpairs of the Hessian, this new formalism enables the computation of thousands of normal modes of a full viral shell with more than one hundred thousand atoms in less than 2 h on a standard desktop computer. We then compare the two coarse-grained potentials. We show that, despite significant differences in their formulations, the Tirion and the Gō like potentials capture very similar dynamics characteristics of the molecule under study. However, we find that the Gō like potential should be preferred as it leads to less local deformations in the structure of the molecule during normal mode dynamics. Finally, we use NormalGo to characterize the structural transitions that occur when FAB fragments bind to the icosahedral outer shell of serotype 3 of the Dengue virus. We have identified residues at the surface of the outer shell that are important for the transition between the FAB-free and FAB-bound conformations, and therefore potentially useful for the design of antibodies to Dengue viruses.
虽然关于病毒的结构数据越来越多,但由于这些病毒形成非常大的分子复合物,因此关于它们动力学的信息更难获得。在本文中,我们提出了一种新的方法来计算这种超分子的粗粒正则模态,即 NormalGo。我们开发了一种新的形式主义来使用张量积表示二次势能的Hessian。该形式主义应用于 Tirion 弹性势能以及类似 Gō 的势能。当与一种快速计算 Hessian 的一组选定特征对的方法结合使用时,这种新的形式主义使得能够在标准台式计算机上计算具有超过一百万个原子的完整病毒壳的数千个正则模态,计算时间不到 2 小时。然后,我们比较了这两种粗粒化势能。我们表明,尽管它们的公式化有很大的差异,但 Tirion 和类似 Gō 的势能捕获了所研究分子非常相似的动力学特征。然而,我们发现类似 Gō 的势能应该更受欢迎,因为它在正则模态动力学过程中导致分子结构的局部变形较少。最后,我们使用 NormalGo 来描述 FAB 片段与登革热病毒 3 型的二十面体外壳结合时发生的结构转变。我们已经确定了外壳表面上对 FAB 自由和 FAB 结合构象之间转变很重要的残基,因此对于设计抗登革热病毒的抗体可能很有用。