Modeling of Bacterial Communication in the Extended Range of Population Dynamics

Y. Shuai, A. Maslovskaya, C. Kuttler
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引用次数: 1

Abstract

”Quorum sensing” as a special kind of communication in bacterial populations can be analyzed by means of methods and techniques of mathematical modeling and computer simulation. In the present study, a modification of a deterministic mathematical model of bacterial quorum sensing is proposed, taking into account the law of multiphase population dynamics. The mathematical model is formalized by an initial-boundary value problem for a system of semilinear reaction-diffusion partial differential equations. The equations include generation terms in view of changes in the biomass density. The model describes space-time dynamics of concentrations of special substances (signaling agents and Lactonase enzymes) that characterize the quorum sensing in Gram-negative bacteria. The problem is solved by means of the finite element method using the COMSOL Multiphysics platform. Computational experiments are performed to estimate concentrations of key substances characterizing quorum sensing for Pseudomonas putida bacterial strains in an expanded range of population dynamics.
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扩展种群动态范围内细菌传播的建模
“群体感应”作为细菌群体中一种特殊的交流方式,可以用数学建模和计算机模拟的方法和技术进行分析。在本研究中,提出了一种修正的确定性数学模型的细菌群体感应,考虑到多相种群动态规律。用半线性反应扩散偏微分方程组的初边值问题形式化了数学模型。考虑到生物量密度的变化,方程中包括了生成项。该模型描述了表征革兰氏阴性菌群体感应的特殊物质(信号剂和内酯酶)浓度的时空动力学。利用COMSOL多物理场平台,采用有限元方法解决了这一问题。计算实验进行估计的关键物质的浓度特征的群体感应的恶臭假单胞菌菌株在扩大范围内的种群动态。
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来源期刊
Mathematical Biology and Bioinformatics
Mathematical Biology and Bioinformatics Mathematics-Applied Mathematics
CiteScore
1.10
自引率
0.00%
发文量
13
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