Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism
Segregation of bacteria based on their metabolic activities in biofilms plays an important role in the development of antibiotic resistance. Mushroom-shaped biofilm structures, which are reported for many bacteria, exhibit topographically varying levels of multiple drug resistance from the cap of th...
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sg-ntu-dr.10356-831692023-07-14T15:44:57Z Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism Sheraton, Muniraj Vivek Yam, Joey Kuok Hoong Tan, Chuan Hao Oh, H. S. Mancini, E. Yang, Liang Rice, Scott A. Sloot, Peter M. A. School of Materials Science & Engineering School of Biological Sciences Interdisciplinary Graduate School (IGS) Singapore Centre for Environmental Life Sciences Engineering Complexity Institute Cellular Potts Model Mushroom-shaped Biofilm Segregation of bacteria based on their metabolic activities in biofilms plays an important role in the development of antibiotic resistance. Mushroom-shaped biofilm structures, which are reported for many bacteria, exhibit topographically varying levels of multiple drug resistance from the cap of the mushroom to its stalk. Understanding the dynamics behind the formation of such structures can aid in design of drug delivery systems, antibiotics, or physical systems for removal of biofilms. We explored the development of metabolically heterogeneous Pseudomonas aeruginosa biofilms using numerical models and laboratory knockout experiments on wild-type and chemotaxis-deficient mutants. We show that chemotactic processes dominate the transformation of slender and hemispherical structures into mushroom structures with a signature cap. Cellular Potts model simulation and experimental data provide evidence that accelerated movement of bacteria along the periphery of the biofilm, due to nutrient cues, results in the formation of mushroom structures and bacterial segregation. Multidrug resistance of bacteria is one of the most threatening dangers to public health. Understanding the mechanisms of the development of mushroom-shaped biofilms helps to identify the multidrug-resistant regions. We decoded the dynamics of the structural evolution of bacterial biofilms and the physics behind the formation of biofilm structures as well as the biological triggers that produce them. Combining in vitro gene knockout experiments with in silico models showed that chemotactic motility is one of the main driving forces for the formation of stalks and caps. Our results provide physicists and biologists with a new perspective on biofilm removal and eradication strategies. NRF (Natl Research Foundation, S’pore) MOE (Min. of Education, S’pore) Published version 2018-07-11T04:41:54Z 2019-12-06T15:13:12Z 2018-07-11T04:41:54Z 2019-12-06T15:13:12Z 2018 Journal Article Sheraton, M. V., Yam, J. K. H., Tan, C. H., Oh, H. S., Mancini, E., Yang, L. & et al. (2018). Mesoscopic Energy Minimization Drives Pseudomonas aeruginosa Biofilm Morphologies and Consequent Stratification of Antibiotic Activity Based on Cell Metabolism. Antimicrobial Agents and Chemotherapy, 62(5), e02544-17-. 0066-4804 https://hdl.handle.net/10356/83169 http://hdl.handle.net/10220/45074 10.1128/AAC.02544-17 en Antimicrobial Agents and Chemotherapy © 2018 Sheraton et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license. 11 p. application/pdf |
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Cellular Potts Model Mushroom-shaped Biofilm Sheraton, Muniraj Vivek Yam, Joey Kuok Hoong Tan, Chuan Hao Oh, H. S. Mancini, E. Yang, Liang Rice, Scott A. Sloot, Peter M. A. Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism |
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Segregation of bacteria based on their metabolic activities in biofilms plays an important role in the development of antibiotic resistance. Mushroom-shaped biofilm structures, which are reported for many bacteria, exhibit topographically varying levels of multiple drug resistance from the cap of the mushroom to its stalk. Understanding the dynamics behind the formation of such structures can aid in design of drug delivery systems, antibiotics, or physical systems for removal of biofilms. We explored the development of metabolically heterogeneous Pseudomonas aeruginosa biofilms using numerical models and laboratory knockout experiments on wild-type and chemotaxis-deficient mutants. We show that chemotactic processes dominate the transformation of slender and hemispherical structures into mushroom structures with a signature cap. Cellular Potts model simulation and experimental data provide evidence that accelerated movement of bacteria along the periphery of the biofilm, due to nutrient cues, results in the formation of mushroom structures and bacterial segregation. Multidrug resistance of bacteria is one of the most threatening dangers to public health. Understanding the mechanisms of the development of mushroom-shaped biofilms helps to identify the multidrug-resistant regions. We decoded the dynamics of the structural evolution of bacterial biofilms and the physics behind the formation of biofilm structures as well as the biological triggers that produce them. Combining in vitro gene knockout experiments with in silico models showed that chemotactic motility is one of the main driving forces for the formation of stalks and caps. Our results provide physicists and biologists with a new perspective on biofilm removal and eradication strategies. |
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School of Materials Science & Engineering |
author_facet |
School of Materials Science & Engineering Sheraton, Muniraj Vivek Yam, Joey Kuok Hoong Tan, Chuan Hao Oh, H. S. Mancini, E. Yang, Liang Rice, Scott A. Sloot, Peter M. A. |
format |
Article |
author |
Sheraton, Muniraj Vivek Yam, Joey Kuok Hoong Tan, Chuan Hao Oh, H. S. Mancini, E. Yang, Liang Rice, Scott A. Sloot, Peter M. A. |
author_sort |
Sheraton, Muniraj Vivek |
title |
Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism |
title_short |
Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism |
title_full |
Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism |
title_fullStr |
Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism |
title_full_unstemmed |
Mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism |
title_sort |
mesoscopic energy minimization drives pseudomonas aeruginosa biofilm morphologies and consequent stratification of antibiotic activity based on cell metabolism |
publishDate |
2018 |
url |
https://hdl.handle.net/10356/83169 http://hdl.handle.net/10220/45074 |
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1772827183464579072 |