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Dynamic modelling of cell death during biofilm development

Dynamic modelling of cell death during biofilm development
Dynamic modelling of cell death during biofilm development
Biofilms are currently recognised as the predominant bacterial life-style and it has been suggested that biofilm development is influenced by a number of different processes such as adhesion, detachment, mass transport, quorum sensing, cell death and active dispersal. One of the least understood processes and its effects on biofilm development is cell death. However, experimental studies suggest that bacterial death is an important process during biofilm development and many studies show a relationship between cell death and dispersal in microbial biofilms. We present a model of the process of cell death during biofilm development, with a particular focus on the spatial localisation of cell death or cell damage. Three rules governing cell death or cell damage were evaluated which compared the effects of starvation, damage accumulation, and viability during biofilm development and were also used to design laboratory based experiments to test the model. Results from model simulations show that actively growing biofilms develop steep nutrient gradients within the interior of the biofilm that affect neighbouring microcolonies resulting in cell death and detachment. Two of the rules indicated that high substrate concentrations lead to accelerated cell death, in contrast to the third rule, based on the accumulation of damage, which predicted earlier cell death for biofilms grown with low substrate concentrations. Comparison of the modelling results with experimental results suggests that cell death is favoured under low nutrient conditions and that the accumulation of damage may be the main cause of cell death during biofilm development.
biofilm, individual based ca, cell death
0022-5193
23-36
Fagerlind, Magnus G.
3c8724ca-a058-407d-9daa-a55fc982a395
Webb, Jeremy S.
ec0a5c4e-86cc-4ae9-b390-7298f5d65f8d
Barraud, Nicolas
01e480a6-d225-44eb-acde-433c5b24bb82
McDougald, Diane
3d3fb9da-5b8f-4170-87ab-167c54592e57
Jansson, Andreas
f265abb2-764a-4635-a4a6-3eb0743c6caa
Nilsson, Patric
01b4ce8c-f2e8-4e59-b491-6709c7c42647
Harlén, Mikael
d9fe86d3-c353-4475-8ca2-9f69a616a104
Kjelleberg, Staffan
043b66b5-130c-42f2-99b3-ec3eecf3248e
Rice, Scott A.
4f9516db-1d35-4211-878c-bb6cfb2a6b4a
Fagerlind, Magnus G.
3c8724ca-a058-407d-9daa-a55fc982a395
Webb, Jeremy S.
ec0a5c4e-86cc-4ae9-b390-7298f5d65f8d
Barraud, Nicolas
01e480a6-d225-44eb-acde-433c5b24bb82
McDougald, Diane
3d3fb9da-5b8f-4170-87ab-167c54592e57
Jansson, Andreas
f265abb2-764a-4635-a4a6-3eb0743c6caa
Nilsson, Patric
01b4ce8c-f2e8-4e59-b491-6709c7c42647
Harlén, Mikael
d9fe86d3-c353-4475-8ca2-9f69a616a104
Kjelleberg, Staffan
043b66b5-130c-42f2-99b3-ec3eecf3248e
Rice, Scott A.
4f9516db-1d35-4211-878c-bb6cfb2a6b4a

Fagerlind, Magnus G., Webb, Jeremy S., Barraud, Nicolas, McDougald, Diane, Jansson, Andreas, Nilsson, Patric, Harlén, Mikael, Kjelleberg, Staffan and Rice, Scott A. (2012) Dynamic modelling of cell death during biofilm development. Journal of Theoretical Biology, 295, 23-36. (doi:10.1016/j.jtbi.2011.10.007).

Record type: Article

Abstract

Biofilms are currently recognised as the predominant bacterial life-style and it has been suggested that biofilm development is influenced by a number of different processes such as adhesion, detachment, mass transport, quorum sensing, cell death and active dispersal. One of the least understood processes and its effects on biofilm development is cell death. However, experimental studies suggest that bacterial death is an important process during biofilm development and many studies show a relationship between cell death and dispersal in microbial biofilms. We present a model of the process of cell death during biofilm development, with a particular focus on the spatial localisation of cell death or cell damage. Three rules governing cell death or cell damage were evaluated which compared the effects of starvation, damage accumulation, and viability during biofilm development and were also used to design laboratory based experiments to test the model. Results from model simulations show that actively growing biofilms develop steep nutrient gradients within the interior of the biofilm that affect neighbouring microcolonies resulting in cell death and detachment. Two of the rules indicated that high substrate concentrations lead to accelerated cell death, in contrast to the third rule, based on the accumulation of damage, which predicted earlier cell death for biofilms grown with low substrate concentrations. Comparison of the modelling results with experimental results suggests that cell death is favoured under low nutrient conditions and that the accumulation of damage may be the main cause of cell death during biofilm development.

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More information

Published date: 21 February 2012
Keywords: biofilm, individual based ca, cell death
Organisations: Centre for Biological Sciences

Identifiers

Local EPrints ID: 349676
URI: http://eprints.soton.ac.uk/id/eprint/349676
ISSN: 0022-5193
PURE UUID: 5774e206-9e68-4922-90c3-034f869a9c18
ORCID for Jeremy S. Webb: ORCID iD orcid.org/0000-0003-2068-8589

Catalogue record

Date deposited: 11 Mar 2013 11:03
Last modified: 15 Mar 2024 03:26

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Contributors

Author: Magnus G. Fagerlind
Author: Jeremy S. Webb ORCID iD
Author: Nicolas Barraud
Author: Diane McDougald
Author: Andreas Jansson
Author: Patric Nilsson
Author: Mikael Harlén
Author: Staffan Kjelleberg
Author: Scott A. Rice

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