Sharma Shivangi, Biswas Parbati
Department of Chemistry, University of Delhi, Delhi 110007, India.
J Phys Condens Matter. 2018 Jan 24;30(3):035101. doi: 10.1088/1361-648X/aa9eab.
A stochastic noise-driven dynamic model is proposed to study the diffusion of water molecules around a protein surface, under the effect of thermal fluctuations that arise due to the collision of water molecules with the surrounding environment. The underlying dynamics of such a system may be described in the framework of the generalized Langevin equation, where the thermal fluctuations are assumed to be algebraically correlated in time, which governs the non-Markovian behavior of the system. Results of the calculations of mean-square displacement and the velocity autocorrelation function reveal that the hydration water around the protein surface follows subdiffusive dynamics at long times. Analytical expressions for the first passage time distribution, survival probability, mean residence time and mean first passage time of water molecules are derived for different boundary conditions, to analyze hydration water dynamics under the effect of thermally correlated noise. The results depict a unimodal distribution of the first passage time unlike Brownian motion. The survival probability of hydration water follows a stretched exponential decay for both boundary conditions. The mean residence time of the hydration water molecule for different initial positions increases with increase in the complexity/heterogeneity of the surrounding environment for both boundary conditions. The mean first passage time of the water molecule to reach the absorbing/reflecting boundary follows an asymptotic power law with respect to the thickness of the hydration layer, and increases with increase in the complexity/heterogeneity of the environment.
提出了一种随机噪声驱动的动力学模型,用于研究在水分子与周围环境碰撞引起的热涨落作用下,蛋白质表面周围水分子的扩散。这种系统的潜在动力学可以在广义朗之万方程的框架内进行描述,其中假设热涨落在时间上具有代数相关性,这决定了系统的非马尔可夫行为。均方位移和速度自相关函数的计算结果表明,蛋白质表面周围的水化水在长时间内遵循亚扩散动力学。针对不同的边界条件,推导了水分子的首次通过时间分布、生存概率、平均停留时间和平均首次通过时间的解析表达式,以分析热相关噪声作用下水化水的动力学。结果显示,与布朗运动不同,首次通过时间呈现单峰分布。对于两种边界条件,水化水的生存概率都遵循拉伸指数衰减。对于两种边界条件,不同初始位置的水化水分子的平均停留时间随着周围环境复杂性/异质性的增加而增加。水分子到达吸收/反射边界的平均首次通过时间相对于水化层厚度遵循渐近幂律,并且随着环境复杂性/异质性的增加而增加。