Schienbein M, Gruler H
Abteilung für Biophysik, Universität Ulm, Germany.
Bull Math Biol. 1993 May;55(3):585-608. doi: 10.1007/BF02460652.
Cell migration can be characterized by two independent variables: the speed, v, and the migration angle, phi. Each variable can be described by a stochastic differential equation--a Langevin equation. The migration behaviour of an ensemble of cells can be predicted due to the stochastic processes involved in the signal transduction/response system of each cell. Distribution functions, correlation functions, etc. are determined by using the corresponding Fokker-Planck equation. The model assumptions are verified by experimental results. The theoretical predictions are mainly compared with the galvanotactic response of human granulocytes. The coefficient characterizing the mean effect of the signal transduction/response system of the cell is experimentally determined to 0.08 mm/V sec (galvanotaxis) or 0.7 mm/sec (chemotaxis) and the characteristic time characterizing stochastic effects in the signal transduction/response system is experimentally determined as 30 sec. The temporal directed response induced by electric field pulses is investigated: the experimental cells react slower but are more sensitive than predicted by theory.
速度v和迁移角度φ。每个变量都可以用一个随机微分方程——朗之万方程来描述。由于每个细胞的信号转导/反应系统中涉及随机过程,因此可以预测一组细胞的迁移行为。通过使用相应的福克-普朗克方程来确定分布函数、相关函数等。模型假设通过实验结果得到验证。理论预测主要与人类粒细胞的趋电性反应进行比较。实验确定细胞信号转导/反应系统平均效应的系数为0.08毫米/伏秒(趋电性)或0.7毫米/秒(趋化性),信号转导/反应系统中表征随机效应的特征时间经实验确定为30秒。研究了电场脉冲诱导的时间定向反应:实验细胞的反应比理论预测的要慢,但更敏感。