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Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics

Biofilm is commonly defined as accumulation of microbes, embedded in a self-secreted extra-cellular matrix, on solid surfaces or liquid interfaces. In this study, we analyze several aspects of Bacillus subtilis biofilm formation using tools from the field of image processing. Specifically, we charac...

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Autores principales: Gingichashvili, Sarah, Duanis-Assaf, Danielle, Shemesh, Moshe, Featherstone, John D. B., Feuerstein, Osnat, Steinberg, Doron
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5674941/
https://www.ncbi.nlm.nih.gov/pubmed/29163384
http://dx.doi.org/10.3389/fmicb.2017.02072
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author Gingichashvili, Sarah
Duanis-Assaf, Danielle
Shemesh, Moshe
Featherstone, John D. B.
Feuerstein, Osnat
Steinberg, Doron
author_facet Gingichashvili, Sarah
Duanis-Assaf, Danielle
Shemesh, Moshe
Featherstone, John D. B.
Feuerstein, Osnat
Steinberg, Doron
author_sort Gingichashvili, Sarah
collection PubMed
description Biofilm is commonly defined as accumulation of microbes, embedded in a self-secreted extra-cellular matrix, on solid surfaces or liquid interfaces. In this study, we analyze several aspects of Bacillus subtilis biofilm formation using tools from the field of image processing. Specifically, we characterize the growth kinetics and morphological features of B. subtilis colony type biofilm formation and compare these in colonies grown on two different types of solid media. Additionally, we propose a model for assessing B. subtilis biofilm complexity across different growth conditions. GFP-labeled B. subtilis cells were cultured on agar surfaces over a 4-day period during which microscopic images of developing colonies were taken at equal time intervals. The images were used to perform a computerized analysis of few aspects of biofilm development, based on features that characterize the different phenotypes of B. subtilis colonies. Specifically, the analysis focused on the segmented structure of the colonies, consisting of two different regions of sub-populations that comprise the biofilm – a central “core” region and an “expanding” region surrounding it. Our results demonstrate that complex biofilm of B. subtillis grown on biofilm-promoting medium [standard lysogeny broth (LB) supplemented with manganese and glycerol] is characterized by rapidly developing three-dimensional complex structure observed at its core compared to biofilm grown on standard LB. As the biofilm develops, the core size remains largely unchanged during development and colony expansion is mostly attributed to the expansion in area of outer cell sub-populations. Moreover, when comparing the bacterial growth on biofilm-promoting agar to that of colonies grown on LB, we found a significant decrease in the GFP production of colonies that formed a more complex biofilm. This suggests that complex biofilm formation has a diminishing effect on cell populations at the biofilm core, likely due to a combination of reduced metabolic rate and increased levels of cell death within this region.
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spelling pubmed-56749412017-11-21 Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics Gingichashvili, Sarah Duanis-Assaf, Danielle Shemesh, Moshe Featherstone, John D. B. Feuerstein, Osnat Steinberg, Doron Front Microbiol Microbiology Biofilm is commonly defined as accumulation of microbes, embedded in a self-secreted extra-cellular matrix, on solid surfaces or liquid interfaces. In this study, we analyze several aspects of Bacillus subtilis biofilm formation using tools from the field of image processing. Specifically, we characterize the growth kinetics and morphological features of B. subtilis colony type biofilm formation and compare these in colonies grown on two different types of solid media. Additionally, we propose a model for assessing B. subtilis biofilm complexity across different growth conditions. GFP-labeled B. subtilis cells were cultured on agar surfaces over a 4-day period during which microscopic images of developing colonies were taken at equal time intervals. The images were used to perform a computerized analysis of few aspects of biofilm development, based on features that characterize the different phenotypes of B. subtilis colonies. Specifically, the analysis focused on the segmented structure of the colonies, consisting of two different regions of sub-populations that comprise the biofilm – a central “core” region and an “expanding” region surrounding it. Our results demonstrate that complex biofilm of B. subtillis grown on biofilm-promoting medium [standard lysogeny broth (LB) supplemented with manganese and glycerol] is characterized by rapidly developing three-dimensional complex structure observed at its core compared to biofilm grown on standard LB. As the biofilm develops, the core size remains largely unchanged during development and colony expansion is mostly attributed to the expansion in area of outer cell sub-populations. Moreover, when comparing the bacterial growth on biofilm-promoting agar to that of colonies grown on LB, we found a significant decrease in the GFP production of colonies that formed a more complex biofilm. This suggests that complex biofilm formation has a diminishing effect on cell populations at the biofilm core, likely due to a combination of reduced metabolic rate and increased levels of cell death within this region. Frontiers Media S.A. 2017-11-07 /pmc/articles/PMC5674941/ /pubmed/29163384 http://dx.doi.org/10.3389/fmicb.2017.02072 Text en Copyright © 2017 Gingichashvili, Duanis-Assaf, Shemesh, Featherstone, Feuerstein and Steinberg. 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
Gingichashvili, Sarah
Duanis-Assaf, Danielle
Shemesh, Moshe
Featherstone, John D. B.
Feuerstein, Osnat
Steinberg, Doron
Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics
title Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics
title_full Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics
title_fullStr Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics
title_full_unstemmed Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics
title_short Bacillus subtilis Biofilm Development – A Computerized Study of Morphology and Kinetics
title_sort bacillus subtilis biofilm development – a computerized study of morphology and kinetics
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5674941/
https://www.ncbi.nlm.nih.gov/pubmed/29163384
http://dx.doi.org/10.3389/fmicb.2017.02072
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