Incorporating Cellular Stochasticity in Solid-Fluid Mixture Biofilm Models.

Von Karman plate biofilm cell differentiation cellular activity dynamic energy budget osmotic spread solid–fluid mixture thin film wrinkle formation

Journal

Entropy (Basel, Switzerland)
ISSN: 1099-4300
Titre abrégé: Entropy (Basel)
Pays: Switzerland
ID NLM: 101243874

Informations de publication

Date de publication:
06 Feb 2020
Historique:
received: 12 01 2020
revised: 31 01 2020
accepted: 04 02 2020
entrez: 8 12 2020
pubmed: 9 12 2020
medline: 9 12 2020
Statut: epublish

Résumé

The dynamics of cellular aggregates is driven by the interplay of mechanochemical processes and cellular activity. Although deterministic models may capture mechanical features, local chemical fluctuations trigger random cell responses, which determine the overall evolution. Incorporating stochastic cellular behavior in macroscopic models of biological media is a challenging task. Herein, we propose hybrid models for bacterial biofilm growth, which couple a two phase solid/fluid mixture description of mechanical and chemical fields with a dynamic energy budget-based cellular automata treatment of bacterial activity. Thin film and plate approximations for the relevant interfaces allow us to obtain numerical solutions exhibiting behaviors observed in experiments, such as accelerated spread due to water intake from the environment, wrinkle formation, undulated contour development, and the appearance of inhomogeneous distributions of differentiated bacteria performing varied tasks.

Identifiants

pubmed: 33285963
pii: e22020188
doi: 10.3390/e22020188
pmc: PMC7516608
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Ministerio de Ciencia, Innovación y Universidades
ID : MTM2017-84446-C2-1-R
Organisme : Ministerio de Ciencia, Innovación y Universidades
ID : PRX18/00112

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Auteurs

Ana Carpio (A)

Departamento de Matemática Aplicada, Universidad Complutense, 28040 Madrid, Spain.

Elena Cebrián (E)

Departamento de Matemáticas y Computación, Universidad de Burgos, 09001 Burgos, Spain.

Classifications MeSH