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Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations

Antibiotic treatments often fail to eliminate bacterial populations due to heterogeneity in how individual cells respond to the drug. In structured bacterial populations such as biofilms, bacterial metabolism and environmental transport processes lead to an emergent phenotypic structure and self-gen...

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Autores principales: Stevanovic, Mirjana, Boukéké-Lesplulier, Thomas, Hupe, Lukas, Hasty, Jeff, Bittihn, Philip, Schultz, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9093743/
https://www.ncbi.nlm.nih.gov/pubmed/35572643
http://dx.doi.org/10.3389/fmicb.2022.740259
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author Stevanovic, Mirjana
Boukéké-Lesplulier, Thomas
Hupe, Lukas
Hasty, Jeff
Bittihn, Philip
Schultz, Daniel
author_facet Stevanovic, Mirjana
Boukéké-Lesplulier, Thomas
Hupe, Lukas
Hasty, Jeff
Bittihn, Philip
Schultz, Daniel
author_sort Stevanovic, Mirjana
collection PubMed
description Antibiotic treatments often fail to eliminate bacterial populations due to heterogeneity in how individual cells respond to the drug. In structured bacterial populations such as biofilms, bacterial metabolism and environmental transport processes lead to an emergent phenotypic structure and self-generated nutrient gradients toward the interior of the colony, which can affect cell growth, gene expression and susceptibility to the drug. Even in single cells, survival depends on a dynamic interplay between the drug’s action and the expression of resistance genes. How expression of resistance is coordinated across populations in the presence of such spatiotemporal environmental coupling remains elusive. Using a custom microfluidic device, we observe the response of spatially extended microcolonies of tetracycline-resistant E. coli to precisely defined dynamic drug regimens. We find an intricate interplay between drug-induced changes in cell growth and growth-dependent expression of resistance genes, resulting in the redistribution of metabolites and the reorganization of growth patterns. This dynamic environmental feedback affects the regulation of drug resistance differently across the colony, generating dynamic phenotypic structures that maintain colony growth during exposure to high drug concentrations and increase population-level resistance to subsequent exposures. A mathematical model linking metabolism and the regulation of gene expression is able to capture the main features of spatiotemporal colony dynamics. Uncovering the fundamental principles that govern collective mechanisms of antibiotic resistance in spatially extended populations will allow the design of optimal drug regimens to counteract them.
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spelling pubmed-90937432022-05-12 Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations Stevanovic, Mirjana Boukéké-Lesplulier, Thomas Hupe, Lukas Hasty, Jeff Bittihn, Philip Schultz, Daniel Front Microbiol Microbiology Antibiotic treatments often fail to eliminate bacterial populations due to heterogeneity in how individual cells respond to the drug. In structured bacterial populations such as biofilms, bacterial metabolism and environmental transport processes lead to an emergent phenotypic structure and self-generated nutrient gradients toward the interior of the colony, which can affect cell growth, gene expression and susceptibility to the drug. Even in single cells, survival depends on a dynamic interplay between the drug’s action and the expression of resistance genes. How expression of resistance is coordinated across populations in the presence of such spatiotemporal environmental coupling remains elusive. Using a custom microfluidic device, we observe the response of spatially extended microcolonies of tetracycline-resistant E. coli to precisely defined dynamic drug regimens. We find an intricate interplay between drug-induced changes in cell growth and growth-dependent expression of resistance genes, resulting in the redistribution of metabolites and the reorganization of growth patterns. This dynamic environmental feedback affects the regulation of drug resistance differently across the colony, generating dynamic phenotypic structures that maintain colony growth during exposure to high drug concentrations and increase population-level resistance to subsequent exposures. A mathematical model linking metabolism and the regulation of gene expression is able to capture the main features of spatiotemporal colony dynamics. Uncovering the fundamental principles that govern collective mechanisms of antibiotic resistance in spatially extended populations will allow the design of optimal drug regimens to counteract them. Frontiers Media S.A. 2022-04-27 /pmc/articles/PMC9093743/ /pubmed/35572643 http://dx.doi.org/10.3389/fmicb.2022.740259 Text en Copyright © 2022 Stevanovic, Boukéké-Lesplulier, Hupe, Hasty, Bittihn and Schultz. https://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) and the copyright owner(s) 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
Stevanovic, Mirjana
Boukéké-Lesplulier, Thomas
Hupe, Lukas
Hasty, Jeff
Bittihn, Philip
Schultz, Daniel
Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations
title Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations
title_full Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations
title_fullStr Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations
title_full_unstemmed Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations
title_short Nutrient Gradients Mediate Complex Colony-Level Antibiotic Responses in Structured Microbial Populations
title_sort nutrient gradients mediate complex colony-level antibiotic responses in structured microbial populations
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9093743/
https://www.ncbi.nlm.nih.gov/pubmed/35572643
http://dx.doi.org/10.3389/fmicb.2022.740259
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