Braxenthaler M, Unger R, Auerbach D, Given J A, Moult J
Center for Advanced Research in Biotechnology, University of Maryland Biotechnology Institute, Rockville, USA.
Proteins. 1997 Dec;29(4):417-25.
MD simulations, currently the most detailed description of the dynamic evolution of proteins, are based on the repeated solution of a set of differential equations implementing Newton's second law. Many such systems are known to exhibit chaotic behavior, i.e., very small changes in initial conditions are amplified exponentially and lead to vastly different, inherently unpredictable behavior. We have investigated the response of a protein fragment in an explicit solvent environment to very small perturbations of the atomic positions (10(-3)-10(-9) A). Independent of the starting conformation (native-like, compact, extended), perturbed dynamics trajectories deviated rapidly, leading to conformations that differ by approximately 1 A RMSD within 1-2 ps. Furthermore, introducing the perturbation more than 1-2 ps before a significant conformational transition leads to a loss of the transition in the perturbed trajectories. We present evidence that the observed chaotic behavior reflects physical properties of the system rather than numerical instabilities of the calculation and discuss the implications for models of protein folding and the use of MD as a tool to analyze protein folding pathways.
分子动力学(MD)模拟是目前对蛋白质动态演化最详细的描述,它基于对一组实现牛顿第二定律的微分方程的反复求解。已知许多这样的系统会表现出混沌行为,即初始条件的非常小的变化会呈指数级放大,并导致截然不同、本质上不可预测的行为。我们研究了在明确的溶剂环境中,蛋白质片段对原子位置的非常小的扰动(10^(-3)-10^(-9) 埃)的响应。与起始构象(类似天然构象、紧凑构象、伸展构象)无关,受扰动力学轨迹迅速偏离,导致在1-2皮秒内构象的均方根偏差(RMSD)相差约1埃。此外,在显著的构象转变前1-2皮秒以上引入扰动会导致受扰轨迹中转变的丧失。我们提供证据表明,观察到的混沌行为反映了系统的物理性质而非计算的数值不稳定性,并讨论了其对蛋白质折叠模型以及将MD用作分析蛋白质折叠途径工具的影响。