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,...

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Veröffentlicht in:PLoS computational biology 2022-03, Vol.18 (3), p.e1009875-e1009875
Hauptverfasser: 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
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container_title PLoS computational biology
container_volume 18
creator 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
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.
doi_str_mv 10.1371/journal.pcbi.1009875
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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. 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subjects Amides
Anti-Bacterial Agents - pharmacology
Antibiotic resistance
Antibiotics
Bacteria
beta-Lactam Resistance - genetics
Biology and Life Sciences
Clearances
Costs
Development and progression
Disease prevention
Drug resistance in microorganisms
E coli
Escherichia coli - genetics
Escherichia coli infections
Escherichia coli Infections - epidemiology
Escherichia coli Infections - microbiology
Fitness
Health aspects
Hospitalization
Humans
Infections
Longitudinal studies
Mathematical analysis
Mathematical models
Medicine and Health Sciences
Nosocomial infections
Plasmids
Plasmids - genetics
Population
Research and Analysis Methods
Strains (organisms)
Trends
Virulence
β-Lactam antibiotics
title Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms
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