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Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms
Infections caused by antibiotic-resistant bacteria have become more prevalent during past decades. Yet, it is unknown whether such infections occur in addition to infections with antibiotic-susceptible bacteria, thereby increasing the incidence of infections, or whether they replace such infections,...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947615/ https://www.ncbi.nlm.nih.gov/pubmed/35286302 http://dx.doi.org/10.1371/journal.pcbi.1009875 |
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author | Godijk, Noortje G. Bootsma, Martin C. J. van Werkhoven, Henri C. Schweitzer, Valentijn A. de Greeff, Sabine C. Schoffelen, Annelot F. Bonten, Marc J. M. |
author_facet | Godijk, Noortje G. Bootsma, Martin C. J. van Werkhoven, Henri C. Schweitzer, Valentijn A. de Greeff, Sabine C. Schoffelen, Annelot F. Bonten, Marc J. M. |
author_sort | Godijk, Noortje G. |
collection | PubMed |
description | Infections caused by antibiotic-resistant bacteria have become more prevalent during past decades. Yet, it is unknown whether such infections occur in addition to infections with antibiotic-susceptible bacteria, thereby increasing the incidence of infections, or whether they replace such infections, leaving the total incidence unaffected. Observational longitudinal studies cannot separate both mechanisms. Using plasmid-based beta-lactam resistant E. coli as example we applied mathematical modelling to investigate whether seven biological mechanisms would lead to replacement or addition of infections. We use a mathematical neutral null model of individuals colonized with susceptible and/or resistant E. coli, with two mechanisms implying a fitness cost, i.e., increased clearance and decreased growth of resistant strains, and five mechanisms benefitting resistance, i.e., 1) increased virulence, 2) increased transmission, 3) decreased clearance of resistant strains, 4) increased rate of horizontal plasmid transfer, and 5) increased clearance of susceptible E. coli due to antibiotics. Each mechanism is modelled separately to estimate addition to or replacement of antibiotic-susceptible infections. Fitness costs cause resistant strains to die out if other strain characteristics are maintained equal. Under the assumptions tested, increased virulence is the only mechanism that increases the total number of infections. Other benefits of resistance lead to replacement of susceptible infections without changing the total number of infections. As there is no biological evidence that plasmid-based beta-lactam resistance increases virulence, these findings suggest that the burden of disease is determined by attributable effects of resistance rather than by an increase in the number of infections. |
format | Online Article Text |
id | pubmed-8947615 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-89476152022-03-25 Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms Godijk, Noortje G. Bootsma, Martin C. J. van Werkhoven, Henri C. Schweitzer, Valentijn A. de Greeff, Sabine C. Schoffelen, Annelot F. Bonten, Marc J. M. PLoS Comput Biol Research Article Infections caused by antibiotic-resistant bacteria have become more prevalent during past decades. Yet, it is unknown whether such infections occur in addition to infections with antibiotic-susceptible bacteria, thereby increasing the incidence of infections, or whether they replace such infections, leaving the total incidence unaffected. Observational longitudinal studies cannot separate both mechanisms. Using plasmid-based beta-lactam resistant E. coli as example we applied mathematical modelling to investigate whether seven biological mechanisms would lead to replacement or addition of infections. We use a mathematical neutral null model of individuals colonized with susceptible and/or resistant E. coli, with two mechanisms implying a fitness cost, i.e., increased clearance and decreased growth of resistant strains, and five mechanisms benefitting resistance, i.e., 1) increased virulence, 2) increased transmission, 3) decreased clearance of resistant strains, 4) increased rate of horizontal plasmid transfer, and 5) increased clearance of susceptible E. coli due to antibiotics. Each mechanism is modelled separately to estimate addition to or replacement of antibiotic-susceptible infections. Fitness costs cause resistant strains to die out if other strain characteristics are maintained equal. Under the assumptions tested, increased virulence is the only mechanism that increases the total number of infections. Other benefits of resistance lead to replacement of susceptible infections without changing the total number of infections. As there is no biological evidence that plasmid-based beta-lactam resistance increases virulence, these findings suggest that the burden of disease is determined by attributable effects of resistance rather than by an increase in the number of infections. Public Library of Science 2022-03-14 /pmc/articles/PMC8947615/ /pubmed/35286302 http://dx.doi.org/10.1371/journal.pcbi.1009875 Text en © 2022 Godijk et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Godijk, Noortje G. Bootsma, Martin C. J. van Werkhoven, Henri C. Schweitzer, Valentijn A. de Greeff, Sabine C. Schoffelen, Annelot F. Bonten, Marc J. M. Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms |
title | Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms |
title_full | Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms |
title_fullStr | Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms |
title_full_unstemmed | Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms |
title_short | Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms |
title_sort | does plasmid-based beta-lactam resistance increase e. coli infections: modelling addition and replacement mechanisms |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947615/ https://www.ncbi.nlm.nih.gov/pubmed/35286302 http://dx.doi.org/10.1371/journal.pcbi.1009875 |
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