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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2022
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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. |
format | Online Article Text |
id | pubmed-9065960 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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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