Department of Physics, Novosibirsk State University, 630090 Novosibirsk, Russia.
J Phys Chem B. 2013 May 23;117(20):6092-105. doi: 10.1021/jp401742y. Epub 2013 May 15.
A new analysis of the 20 μs equilibrium folding/unfolding molecular dynamics simulations of the three-stranded antiparallel β-sheet miniprotein (beta3s) in implicit solvent is presented. The conformation space is reduced in dimensionality by introduction of linear combinations of hydrogen bond distances as the collective variables making use of a specially adapted principal component analysis (PCA); i.e., to make structured conformations more pronounced, only the formed bonds are included in determining the principal components. It is shown that a three-dimensional (3D) subspace gives a meaningful representation of the folding behavior. The first component, to which eight native hydrogen bonds make the major contribution (four in each beta hairpin), is found to play the role of the reaction coordinate for the overall folding process, while the second and third components distinguish the structured conformations. The representative points of the trajectory in the 3D space are grouped into conformational clusters that correspond to locally stable conformations of beta3s identified in earlier work. A simplified kinetic network based on the three components is constructed, and it is complemented by a hydrodynamic analysis. The latter, making use of "passive tracers" in 3D space, indicates that the folding flow is much more complex than suggested by the kinetic network. A 2D representation of streamlines shows there are vortices which correspond to repeated local rearrangement, not only around minima of the free energy surface but also in flat regions between minima. The vortices revealed by the hydrodynamic analysis are apparently not evident in folding pathways generated by transition-path sampling. Making use of the fact that the values of the collective hydrogen bond variables are linearly related to the Cartesian coordinate space, the RMSD between clusters is determined. Interestingly, the transition rates show an approximate exponential correlation with distance in the hydrogen bond subspace. Comparison with the many published studies shows good agreement with the present analysis for the parts that can be compared, supporting the robust character of our understanding of this "hydrogen atom" of protein folding.
本文呈现了对三股反平行β-折叠短肽(β3s)在隐溶剂中 20μs 平衡折叠/去折叠分子动力学模拟的新分析。通过引入氢键距离的线性组合作为集体变量,利用专门适应的主成分分析(PCA)来降低构象空间的维数;即,为了使结构构象更加明显,只有形成的键才包括在确定主成分中。结果表明,一个三维(3D)子空间可以对折叠行为进行有意义的表示。第一个分量,其中有八个天然氢键做出了主要贡献(每个β发夹中有四个),被发现扮演着整个折叠过程的反应坐标的角色,而第二和第三个分量则区分了结构构象。轨迹在 3D 空间中的代表点被分组为构象簇,这些簇对应于早期工作中确定的β3s 的局部稳定构象。基于这三个分量构建了一个简化的动力学网络,并对其进行了流体力学分析。后者利用 3D 空间中的“被动示踪剂”,表明折叠流比动力学网络所暗示的要复杂得多。流线的二维表示显示出存在漩涡,这些漩涡对应于局部重新排列,不仅在自由能表面的最小值周围,而且在最小值之间的平坦区域也存在。通过流体力学分析揭示的漩涡在由跃迁路径采样生成的折叠途径中显然不明显。利用集体氢键变量的值与笛卡尔坐标空间线性相关的事实,确定了簇之间的均方根偏差。有趣的是,跃迁率与氢键子空间中的距离呈近似指数相关。与许多已发表的研究进行比较,与当前分析的一致性很好,对于可以比较的部分,支持了我们对蛋白质折叠“氢原子”的理解的稳健性。