Population Ecology-Quantitative Microbial Risk Assessment (QMRA) Model for Antibiotic-Resistant and Susceptible <i>E. coli</i> in Recreational Water
Understanding and predicting the role of waterborne environments in transmitting antimicrobial-resistant (AMR) infections are critical for public health. A population ecology-quantitative microbial risk assessment (QMRA) model is proposed to evaluate urinary tract infection (UTI) development due to recreational waterborne exposures to <i>Escherichia coli</i> (<i>E. coli</i>) and antibiotic-resistant extended-spectrum β-lactamase-producing (ESBL) <i>E. coli</i>. The horizontal gene transfer (HGT) mechanism of conjugation and other evolutionary factors were modeled separately in the environment and the gut. Persistence/dilution dominated HGT in the environment; however, HGT highly impacted predicted ESBL populations in the body. Predicted disability life year (DALY) risks from exposure to ESBL <i>E. coli</i> at concentrations consistent with US recreational water criteria were less than the 10<sup>-6</sup> pppy benchmark value but greater than the susceptible <i>E. coli</i> DALY risks associated with a UTI health outcome. However, the prevailing susceptible dose-response relationship may underestimate ESBL risk if HGT rates <i>in vivo</i> approach those reported <i>in vitro</i>. A sensitivity analysis demonstrated that DALY values, <i>E. coli</i>/ESBL concentrations, and exposure parameters were influential on predicted risks. The model is a preliminary tool to begin the expansion of the QMRA paradigm to explore the impacts of evolutionary changes in AMR risk assessment.
Authors
- Kerry A. Hamilton (ORCID: https://orcid.org/0000-0003-2991-7325)
- Mark T. Hamilton
- Mary E. Schoen (ORCID: https://orcid.org/0000-0002-2837-3517)
- Hunter Quon (ORCID: https://orcid.org/0000-0002-7159-6361)
- Ashley Heida
- Michael A. Jahne (ORCID: https://orcid.org/0000-0002-4741-9859)
- Jay L. Garland
- Allison J. Lopatkin (ORCID: https://orcid.org/0000-0003-0018-9205)
- Lucia Ramirez
- Julia Gambino
- Kaylee Sanderson
Institutions
- Vassar College (US)
- Microsoft (United States) (US)
- Duke University (US)
- Environmental Protection Agency (GH)
- Center for Environmental Health (US)
- New England Research (United States) (US)
- University of Rochester (US)
- Arizona State University (US)
- Massachusetts Institute of Technology (US)
Publication Details
- Journal
- Environmental Science & Technology
- Published
- 2025-02-26
- DOI
- https://doi.org/10.1021/acs.est.4c07248
- Citations
- 16
- Primary Topic
- Pharmaceutical and Antibiotic Environmental Impacts
- Type
- article
- Field-Weighted Citation Impact
- 8.06
Funders
- National Science Foundation
- U.S. Environmental Protection Agency
- Water Research Foundation
- Arizona State University
- Division of Molecular and Cellular Biosciences