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Computer simulation study of early bacterial biofilm development
Most bacteria form organized sessile communities, known as biofilms. Their ubiquity and relevance have stimulated the development of efficient mathematical models able to predict biofilm evolution and characteristics at different conditions. Here we present a study of the early stages of bacterial b...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5871757/ https://www.ncbi.nlm.nih.gov/pubmed/29593289 http://dx.doi.org/10.1038/s41598-018-23524-x |
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author | Acemel, Rafael D. Govantes, Fernando Cuetos, Alejandro |
author_facet | Acemel, Rafael D. Govantes, Fernando Cuetos, Alejandro |
author_sort | Acemel, Rafael D. |
collection | PubMed |
description | Most bacteria form organized sessile communities, known as biofilms. Their ubiquity and relevance have stimulated the development of efficient mathematical models able to predict biofilm evolution and characteristics at different conditions. Here we present a study of the early stages of bacterial biofilm formation modeled by means of individual cell-based computer simulation. Simulation showed that clusters with different degrees of internal and orientational order were formed as a function of the aspect ratio of the individual particles and the relation between the diffusion and growth rates. Analysis of microscope images of early biofilm formation by the Gram-negative bacterium Pseudomonas putida at varying diffusion rates revealed a good qualitative agreement with the simulation results. Our model is a good predictor of microcolony morphology during early biofilm development, showing that the competition between diffusion and growth rates is a key aspect in the formation of stable biofilm microcolonies. |
format | Online Article Text |
id | pubmed-5871757 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-58717572018-04-02 Computer simulation study of early bacterial biofilm development Acemel, Rafael D. Govantes, Fernando Cuetos, Alejandro Sci Rep Article Most bacteria form organized sessile communities, known as biofilms. Their ubiquity and relevance have stimulated the development of efficient mathematical models able to predict biofilm evolution and characteristics at different conditions. Here we present a study of the early stages of bacterial biofilm formation modeled by means of individual cell-based computer simulation. Simulation showed that clusters with different degrees of internal and orientational order were formed as a function of the aspect ratio of the individual particles and the relation between the diffusion and growth rates. Analysis of microscope images of early biofilm formation by the Gram-negative bacterium Pseudomonas putida at varying diffusion rates revealed a good qualitative agreement with the simulation results. Our model is a good predictor of microcolony morphology during early biofilm development, showing that the competition between diffusion and growth rates is a key aspect in the formation of stable biofilm microcolonies. Nature Publishing Group UK 2018-03-28 /pmc/articles/PMC5871757/ /pubmed/29593289 http://dx.doi.org/10.1038/s41598-018-23524-x Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Acemel, Rafael D. Govantes, Fernando Cuetos, Alejandro Computer simulation study of early bacterial biofilm development |
title | Computer simulation study of early bacterial biofilm development |
title_full | Computer simulation study of early bacterial biofilm development |
title_fullStr | Computer simulation study of early bacterial biofilm development |
title_full_unstemmed | Computer simulation study of early bacterial biofilm development |
title_short | Computer simulation study of early bacterial biofilm development |
title_sort | computer simulation study of early bacterial biofilm development |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5871757/ https://www.ncbi.nlm.nih.gov/pubmed/29593289 http://dx.doi.org/10.1038/s41598-018-23524-x |
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