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Updated: Aug 8, 2026

Population and Single-Cell Analysis of Antibiotic Persistence in Escherichia coli
Published on: March 24, 2023
Static recipient cells as reservoirs of antibiotic resistance during antibiotic therapy
Allan R Willms1, Paul D Roughan, Jack A Heinemann
1Department of Mathematics and Statistics, University of Guelph, Guelph, ON, Canada. awillms@uoguelph.ca
Abstract:
How does taking the full course of antibiotics prevent antibiotic resistant bacteria establishing in patients? We address this question by testing the possibility that horizontal/lateral gene transfer (HGT) is critical for the accumulation of the antibiotic-resistance phenotype while bacteria are under antibiotic stress. Most antibiotics prevent bacterial reproduction, some by preventing de novo gene expression. Nevertheless, in some cases and at some concentrations, the effects of most antibiotics on gene expression may not be irreversible. If the stress is removed before the bacteria are cleared from the patients by normal turnover, gene expression restarts, converting the residual population to phenotypic resistance. Using mathematical models we investigate how static recipients of resistance genes carried by plasmids accumulate resistance genes, and how specifically an environment cycling between presence and absence of the antibiotic uniquely favors the evolution of horizontally mobile resistance genes. We found that the presence of static recipients can substantially increase the persistence of the plasmid and that this effect is most pronounced when the cost of carriage of the plasmid decreases the cell's growth rate by as much as a half or more. In addition, plasmid persistence can be enhanced even when conjugation rates are as low as half the rate required for the plasmid to persist as a parasite on its own.
Insights
Completing antibiotic courses prevents resistant bacteria by stopping gene transfer. Mathematical models show cycling antibiotic presence favors mobile resistance genes, increasing plasmid persistence.
Area of Science:
- Microbiology
- Evolutionary Biology
- Mathematical Biology
Background:
- Antibiotic resistance is a major public health threat.
- Incomplete antibiotic courses can lead to the development of resistant bacteria.
- Horizontal gene transfer (HGT) is a known mechanism for spreading antibiotic resistance.
Purpose of the Study:
- To investigate the role of HGT in the development of antibiotic resistance under antibiotic stress.
- To model how bacteria accumulate resistance genes via plasmids.
- To determine conditions favoring the evolution of mobile resistance genes in cycling antibiotic environments.
Main Methods:
- Mathematical modeling of bacterial populations under antibiotic pressure.
- Analysis of plasmid persistence and gene transfer dynamics.
- Simulation of environments with fluctuating antibiotic concentrations.
Main Results:
- Static recipient bacteria can significantly increase plasmid persistence.
- The cost of plasmid carriage, if reducing growth rate by 50% or more, most enhances this effect.
- Plasmid persistence is improved even with conjugation rates half that needed for independent survival.
Conclusions:
- Horizontal gene transfer plays a critical role in the accumulation of antibiotic resistance phenotypes.
- Environments cycling between antibiotic presence and absence uniquely favor the evolution of mobile resistance genes.
- Completing antibiotic courses is crucial to prevent the establishment and spread of antibiotic-resistant bacteria.
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