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基于微分方程的描述生物膜中代谢振荡的最小模型。

Differential equation-based minimal model describing metabolic oscillations in biofilms.

作者信息

Garde Ravindra, Ibrahim Bashar, Kovács Ákos T, Schuster Stefan

机构信息

Department of Bioinformatics, Matthias Schleiden Institute, Friedrich Schiller University Jena, Ernst-Abbe-Platz 2, 07743 Jena, Germany.

Max Planck Institute for Chemical Ecology, Hans-Knöll-Strasse 8, 07745 Jena, Germany.

出版信息

R Soc Open Sci. 2020 Feb 5;7(2):190810. doi: 10.1098/rsos.190810. eCollection 2020 Feb.

Abstract

Biofilms offer an excellent example of ecological interaction among bacteria. Temporal and spatial oscillations in biofilms are an emerging topic. In this paper, we describe the metabolic oscillations in biofilms by applying the smallest theoretical chemical reaction system showing Hopf bifurcation proposed by Wilhelm and Heinrich in 1995. The system involves three differential equations and a single bilinear term. We specifically select parameters that are suitable for the biological scenario of biofilm oscillations. We perform computer simulations and a detailed analysis of the system including bifurcation analysis and quasi-steady-state approximation. We also discuss the feedback structure of the system and the correspondence of the simulations to biological observations. Our theoretical work suggests potential scenarios about the oscillatory behaviour of biofilms and also serves as an application of a previously described chemical oscillator to a biological system.

摘要

生物膜是细菌间生态相互作用的一个绝佳例子。生物膜中的时空振荡是一个新兴话题。在本文中,我们通过应用1995年威廉和海因里希提出的显示霍普夫分岔的最小理论化学反应系统来描述生物膜中的代谢振荡。该系统涉及三个微分方程和一个单线性项。我们专门选择适合生物膜振荡生物学场景的参数。我们进行计算机模拟并对该系统进行详细分析,包括分岔分析和准稳态近似。我们还讨论了系统的反馈结构以及模拟与生物学观察结果的对应关系。我们的理论工作提出了关于生物膜振荡行为的潜在情景,并且还作为先前描述的化学振荡器在生物系统中的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8541/7062081/9a4e6d3f57b1/rsos190810-g1.jpg

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