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Mathematical modeling of dormant cell formation in growing biofilm
Understanding the dynamics of dormant cells in microbial biofilms, in which the bacteria are embedded in extracellular matrix, is important for developing successful antibiotic therapies against pathogenic bacteria. Although some of the molecular mechanisms leading to bacterial persistence have been...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4446547/ https://www.ncbi.nlm.nih.gov/pubmed/26074911 http://dx.doi.org/10.3389/fmicb.2015.00534 |
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author | Chihara, Kotaro Matsumoto, Shinya Kagawa, Yuki Tsuneda, Satoshi |
author_facet | Chihara, Kotaro Matsumoto, Shinya Kagawa, Yuki Tsuneda, Satoshi |
author_sort | Chihara, Kotaro |
collection | PubMed |
description | Understanding the dynamics of dormant cells in microbial biofilms, in which the bacteria are embedded in extracellular matrix, is important for developing successful antibiotic therapies against pathogenic bacteria. Although some of the molecular mechanisms leading to bacterial persistence have been speculated in planktonic bacterial cell, how dormant cells emerge in the biofilms of pathogenic bacteria such as Pseudomonas aeruginosa remains unclear. The present study proposes four hypotheses of dormant cell formation; stochastic process, nutrient-dependent, oxygen-dependent, and time-dependent processes. These hypotheses were implemented into a three-dimensional individual-based model of biofilm formation. Numerical simulations of the different mechanisms yielded qualitatively different spatiotemporal distributions of dormant cells in the growing biofilm. Based on these simulation results, we discuss what kinds of experimental studies are effective for discriminating dormant cell formation mechanisms in biofilms. |
format | Online Article Text |
id | pubmed-4446547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-44465472015-06-12 Mathematical modeling of dormant cell formation in growing biofilm Chihara, Kotaro Matsumoto, Shinya Kagawa, Yuki Tsuneda, Satoshi Front Microbiol Microbiology Understanding the dynamics of dormant cells in microbial biofilms, in which the bacteria are embedded in extracellular matrix, is important for developing successful antibiotic therapies against pathogenic bacteria. Although some of the molecular mechanisms leading to bacterial persistence have been speculated in planktonic bacterial cell, how dormant cells emerge in the biofilms of pathogenic bacteria such as Pseudomonas aeruginosa remains unclear. The present study proposes four hypotheses of dormant cell formation; stochastic process, nutrient-dependent, oxygen-dependent, and time-dependent processes. These hypotheses were implemented into a three-dimensional individual-based model of biofilm formation. Numerical simulations of the different mechanisms yielded qualitatively different spatiotemporal distributions of dormant cells in the growing biofilm. Based on these simulation results, we discuss what kinds of experimental studies are effective for discriminating dormant cell formation mechanisms in biofilms. Frontiers Media S.A. 2015-05-28 /pmc/articles/PMC4446547/ /pubmed/26074911 http://dx.doi.org/10.3389/fmicb.2015.00534 Text en Copyright © 2015 Chihara, Matsumoto, Kagawa and Tsuneda. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Chihara, Kotaro Matsumoto, Shinya Kagawa, Yuki Tsuneda, Satoshi Mathematical modeling of dormant cell formation in growing biofilm |
title | Mathematical modeling of dormant cell formation in growing biofilm |
title_full | Mathematical modeling of dormant cell formation in growing biofilm |
title_fullStr | Mathematical modeling of dormant cell formation in growing biofilm |
title_full_unstemmed | Mathematical modeling of dormant cell formation in growing biofilm |
title_short | Mathematical modeling of dormant cell formation in growing biofilm |
title_sort | mathematical modeling of dormant cell formation in growing biofilm |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4446547/ https://www.ncbi.nlm.nih.gov/pubmed/26074911 http://dx.doi.org/10.3389/fmicb.2015.00534 |
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