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扩散梯度室中细菌生长和趋化性的数学模型与模拟

Mathematical models and simulations of bacterial growth and chemotaxis in a diffusion gradient chamber.

作者信息

Chiu C, Hoppensteadt F C

机构信息

Department of Mathematics, Michigan State University, East Lansing, MI 48824, USA.

出版信息

J Math Biol. 2001 Feb;42(2):120-44. doi: 10.1007/s002850000069.

Abstract

The diffusion gradient chamber (DGC) is a novel device developed to study the response of chemotactic bacteria to combinations of nutrients and attractants [7]. Its purpose is to characterize genetic variants that occur in many biological experiments. In this paper, a mathematical model which describes the spatial distribution of a bacterial population within the DGC is developed. Mathematical analysis of the model concerning positivity and boundedness of the solutions are given. An ADI (Alternating Direction Implicit) method is constructed for finding numerical solutions of the model and carrying out computer simulations. The numerical results of the model successfully reproduced the patterns that were observed in the experiments using the DGC.

摘要

扩散梯度室(DGC)是一种为研究趋化细菌对营养物质和引诱剂组合的反应而开发的新型装置[7]。其目的是表征在许多生物学实验中出现的基因变异。本文建立了一个描述DGC内细菌群体空间分布的数学模型。给出了关于该模型解的正性和有界性的数学分析。构造了一种交替方向隐式(ADI)方法来求解该模型的数值解并进行计算机模拟。该模型的数值结果成功地再现了使用DGC进行实验时观察到的模式。

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