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Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms

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 Bacillus subtilis biofilms by applying the smallest theoretical chemical reaction system showing...

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Autores principales: Garde, Ravindra, Ibrahim, Bashar, Kovács, Ákos T., Schuster, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7062081/
https://www.ncbi.nlm.nih.gov/pubmed/32257302
http://dx.doi.org/10.1098/rsos.190810
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author Garde, Ravindra
Ibrahim, Bashar
Kovács, Ákos T.
Schuster, Stefan
author_facet Garde, Ravindra
Ibrahim, Bashar
Kovács, Ákos T.
Schuster, Stefan
author_sort Garde, Ravindra
collection PubMed
description 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 Bacillus subtilis 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.
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spelling pubmed-70620812020-03-31 Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms Garde, Ravindra Ibrahim, Bashar Kovács, Ákos T. Schuster, Stefan R Soc Open Sci Mathematics 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 Bacillus subtilis 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. The Royal Society 2020-02-05 /pmc/articles/PMC7062081/ /pubmed/32257302 http://dx.doi.org/10.1098/rsos.190810 Text en © 2020 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Mathematics
Garde, Ravindra
Ibrahim, Bashar
Kovács, Ákos T.
Schuster, Stefan
Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms
title Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms
title_full Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms
title_fullStr Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms
title_full_unstemmed Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms
title_short Differential equation-based minimal model describing metabolic oscillations in Bacillus subtilis biofilms
title_sort differential equation-based minimal model describing metabolic oscillations in bacillus subtilis biofilms
topic Mathematics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7062081/
https://www.ncbi.nlm.nih.gov/pubmed/32257302
http://dx.doi.org/10.1098/rsos.190810
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