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涉及异常效应和随机死亡的细胞持续随机游走。

Persistent random walk of cells involving anomalous effects and random death.

作者信息

Fedotov Sergei, Tan Abby, Zubarev Andrey

机构信息

School of Mathematics, The University of Manchester, Manchester M13 9PL, United Kingdom.

Department of Mathematics, Universiti Brunei Darussalam, Brunei.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Apr;91(4):042124. doi: 10.1103/PhysRevE.91.042124. Epub 2015 Apr 20.

Abstract

The purpose of this paper is to implement a random death process into a persistent random walk model which produces sub-ballistic superdiffusion (Lévy walk). We develop a stochastic two-velocity jump model of cell motility for which the switching rate depends upon the time which the cell has spent moving in one direction. It is assumed that the switching rate is a decreasing function of residence (running) time. This assumption leads to the power law for the velocity switching time distribution. This describes the anomalous persistence of cell motility: the longer the cell moves in one direction, the smaller the switching probability to another direction becomes. We derive master equations for the cell densities with the generalized switching terms involving the tempered fractional material derivatives. We show that the random death of cells has an important implication for the transport process through tempering of the superdiffusive process. In the long-time limit we write stationary master equations in terms of exponentially truncated fractional derivatives in which the rate of death plays the role of tempering of a Lévy jump distribution. We find the upper and lower bounds for the stationary profiles corresponding to the ballistic transport and diffusion with the death-rate-dependent diffusion coefficient. Monte Carlo simulations confirm these bounds.

摘要

本文的目的是将随机死亡过程引入到一个产生亚弹道超扩散(列维游走)的持久随机游走模型中。我们开发了一种细胞运动性的随机双速度跳跃模型,其切换速率取决于细胞在一个方向上移动所花费的时间。假设切换速率是停留(运行)时间的递减函数。这一假设导致了速度切换时间分布的幂律。这描述了细胞运动性的反常持续性:细胞在一个方向上移动的时间越长,切换到另一个方向的概率就越小。我们推导了包含 tempered 分数阶物质导数的广义切换项的细胞密度主方程。我们表明,细胞的随机死亡通过对超扩散过程的回火对传输过程具有重要影响。在长时间极限下,我们根据指数截断的分数阶导数写出平稳主方程,其中死亡率起到了列维跳跃分布回火的作用。我们找到了与弹道传输和具有依赖死亡率的扩散系数的扩散相对应的平稳分布的上下界。蒙特卡罗模拟证实了这些界限。

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