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Bacterial social interactions drive the emergence of differential spatial colony structures

BACKGROUND: Social interactions have been increasingly recognized as one of the major factors that contribute to the dynamics and function of bacterial communities. To understand their functional roles and enable the design of robust synthetic consortia, one fundamental step is to determine the rela...

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Detalles Bibliográficos
Autores principales: Blanchard, Andrew E., Lu, Ting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4573487/
https://www.ncbi.nlm.nih.gov/pubmed/26377684
http://dx.doi.org/10.1186/s12918-015-0188-5
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author Blanchard, Andrew E.
Lu, Ting
author_facet Blanchard, Andrew E.
Lu, Ting
author_sort Blanchard, Andrew E.
collection PubMed
description BACKGROUND: Social interactions have been increasingly recognized as one of the major factors that contribute to the dynamics and function of bacterial communities. To understand their functional roles and enable the design of robust synthetic consortia, one fundamental step is to determine the relationship between the social interactions of individuals and the spatiotemporal structures of communities. RESULTS: We present a systematic computational survey on this relationship for two-species communities by developing and utilizing a hybrid computational framework that combines discrete element techniques with reaction-diffusion equations. We found that deleterious interactions cause an increased variance in relative abundance, a drastic decrease in surviving lineages, and a rough expanding front. In contrast, beneficial interactions contribute to a reduced variance in relative abundance, an enhancement in lineage number, and a smooth expanding front. We also found that mutualism promotes spatial homogeneity and population robustness while competition increases spatial segregation and population fluctuations. To examine the generality of these findings, a large set of initial conditions with varying density and species abundance was tested and analyzed. In addition, a simplified mathematical model was developed to provide an analytical interpretation of the findings. CONCLUSIONS: This work advances our fundamental understanding of bacterial social interactions and population structures and, simultaneously, benefits synthetic biology for facilitated engineering of artificial microbial consortia. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-015-0188-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-45734872015-09-19 Bacterial social interactions drive the emergence of differential spatial colony structures Blanchard, Andrew E. Lu, Ting BMC Syst Biol Research Article BACKGROUND: Social interactions have been increasingly recognized as one of the major factors that contribute to the dynamics and function of bacterial communities. To understand their functional roles and enable the design of robust synthetic consortia, one fundamental step is to determine the relationship between the social interactions of individuals and the spatiotemporal structures of communities. RESULTS: We present a systematic computational survey on this relationship for two-species communities by developing and utilizing a hybrid computational framework that combines discrete element techniques with reaction-diffusion equations. We found that deleterious interactions cause an increased variance in relative abundance, a drastic decrease in surviving lineages, and a rough expanding front. In contrast, beneficial interactions contribute to a reduced variance in relative abundance, an enhancement in lineage number, and a smooth expanding front. We also found that mutualism promotes spatial homogeneity and population robustness while competition increases spatial segregation and population fluctuations. To examine the generality of these findings, a large set of initial conditions with varying density and species abundance was tested and analyzed. In addition, a simplified mathematical model was developed to provide an analytical interpretation of the findings. CONCLUSIONS: This work advances our fundamental understanding of bacterial social interactions and population structures and, simultaneously, benefits synthetic biology for facilitated engineering of artificial microbial consortia. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-015-0188-5) contains supplementary material, which is available to authorized users. BioMed Central 2015-09-16 /pmc/articles/PMC4573487/ /pubmed/26377684 http://dx.doi.org/10.1186/s12918-015-0188-5 Text en © Blanchard and Lu. 2015 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Blanchard, Andrew E.
Lu, Ting
Bacterial social interactions drive the emergence of differential spatial colony structures
title Bacterial social interactions drive the emergence of differential spatial colony structures
title_full Bacterial social interactions drive the emergence of differential spatial colony structures
title_fullStr Bacterial social interactions drive the emergence of differential spatial colony structures
title_full_unstemmed Bacterial social interactions drive the emergence of differential spatial colony structures
title_short Bacterial social interactions drive the emergence of differential spatial colony structures
title_sort bacterial social interactions drive the emergence of differential spatial colony structures
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4573487/
https://www.ncbi.nlm.nih.gov/pubmed/26377684
http://dx.doi.org/10.1186/s12918-015-0188-5
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