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Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance

For antibiotic resistance to arise, new resistant mutants must establish in a bacterial population before they can spread via natural selection. Comprehending the stochastic factors that influence mutant establishment is crucial for a quantitative understanding of antibiotic resistance emergence. He...

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Autores principales: Saebelfeld, Manja, Das, Suman G., Hagenbeek, Arno, Krug, Joachim, de Visser, J. Arjan G. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065960/
https://www.ncbi.nlm.nih.gov/pubmed/35506221
http://dx.doi.org/10.1098/rspb.2021.2486
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author Saebelfeld, Manja
Das, Suman G.
Hagenbeek, Arno
Krug, Joachim
de Visser, J. Arjan G. M.
author_facet Saebelfeld, Manja
Das, Suman G.
Hagenbeek, Arno
Krug, Joachim
de Visser, J. Arjan G. M.
author_sort Saebelfeld, Manja
collection PubMed
description For antibiotic resistance to arise, new resistant mutants must establish in a bacterial population before they can spread via natural selection. Comprehending the stochastic factors that influence mutant establishment is crucial for a quantitative understanding of antibiotic resistance emergence. Here, we quantify the single-cell establishment probability of four Escherichia coli strains expressing β-lactamase alleles with different activity against the antibiotic cefotaxime, as a function of antibiotic concentration in both unstructured (liquid) and structured (agar) environments. We show that concentrations well below the minimum inhibitory concentration (MIC) can substantially hamper establishment, particularly for highly resistant mutants. While the pattern of establishment suppression is comparable in both tested environments, we find greater variability in establishment probability on agar. Using a simple branching model, we investigate possible sources of this stochasticity, including environment-dependent lineage variability, but cannot reject other possible causes. Lastly, we use the single-cell establishment probability to predict each strain's MIC in the absence of social interactions. We observe substantially higher measured than predicted MIC values, particularly for highly resistant strains, which indicates cooperative effects among resistant cells at large cell numbers, such as in standard MIC assays.
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spelling pubmed-90659602022-05-18 Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance Saebelfeld, Manja Das, Suman G. Hagenbeek, Arno Krug, Joachim de Visser, J. Arjan G. M. Proc Biol Sci Evolution For antibiotic resistance to arise, new resistant mutants must establish in a bacterial population before they can spread via natural selection. Comprehending the stochastic factors that influence mutant establishment is crucial for a quantitative understanding of antibiotic resistance emergence. Here, we quantify the single-cell establishment probability of four Escherichia coli strains expressing β-lactamase alleles with different activity against the antibiotic cefotaxime, as a function of antibiotic concentration in both unstructured (liquid) and structured (agar) environments. We show that concentrations well below the minimum inhibitory concentration (MIC) can substantially hamper establishment, particularly for highly resistant mutants. While the pattern of establishment suppression is comparable in both tested environments, we find greater variability in establishment probability on agar. Using a simple branching model, we investigate possible sources of this stochasticity, including environment-dependent lineage variability, but cannot reject other possible causes. Lastly, we use the single-cell establishment probability to predict each strain's MIC in the absence of social interactions. We observe substantially higher measured than predicted MIC values, particularly for highly resistant strains, which indicates cooperative effects among resistant cells at large cell numbers, such as in standard MIC assays. The Royal Society 2022-05-11 2022-05-04 /pmc/articles/PMC9065960/ /pubmed/35506221 http://dx.doi.org/10.1098/rspb.2021.2486 Text en © 2022 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Evolution
Saebelfeld, Manja
Das, Suman G.
Hagenbeek, Arno
Krug, Joachim
de Visser, J. Arjan G. M.
Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance
title Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance
title_full Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance
title_fullStr Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance
title_full_unstemmed Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance
title_short Stochastic establishment of β-lactam-resistant Escherichia coli mutants reveals conditions for collective resistance
title_sort stochastic establishment of β-lactam-resistant escherichia coli mutants reveals conditions for collective resistance
topic Evolution
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065960/
https://www.ncbi.nlm.nih.gov/pubmed/35506221
http://dx.doi.org/10.1098/rspb.2021.2486
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