Simulation of Bacterial Chemotaxis by the Random Run and Tumble Model

Charles C. N. Wang, K. Ng, Yu-Ching Chen, P. Sheu, J. Tsai
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引用次数: 7

Abstract

In this paper, the movement of bacteria, i.e. E. coli, is simulated based on the run and tumble model. The random walk parameters, such as the speed, tumbling frequency, run duration, and the turn angle between two successive runs were taken from experimental measurements, and use them to simulate the bacteria movement in cases of three different uniform chemical concentration distributions. The motility coefficient is computed to characterize the migration responses. Furthermore, a case of chemical attractant gradient distribution in the environment is designed to validate the run and tumble model. It is found that bacteria move with higher motility coefficient in higher chemical concentrations. Simulation results suggested that bacterial run and tumble model can be used to describe real bacteria movement.
用随机运行和翻滚模型模拟细菌趋化性
本文采用滚筒式模型对大肠杆菌等细菌的运动进行了模拟。随机游走参数,如速度,翻滚频率,运行时间和两次连续运行之间的转角,从实验测量中获取,并利用它们来模拟三种不同均匀化学浓度分布情况下的细菌运动。计算能动性系数来表征运移响应。此外,还设计了一个环境中化学引诱剂梯度分布的实例来验证该模型。研究发现,在较高的化学物质浓度下,细菌的运动系数较高。模拟结果表明,细菌的奔跑和翻滚模型可以用来描述真实的细菌运动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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