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Importance of underlying mechanisms for interpreting relative risk of Clostridioides difficile infection among antibiotic-exposed patients in healthcare facilities.
- Source :
-
PloS one [PLoS One] 2024 Aug 08; Vol. 19 (8), pp. e0306622. Date of Electronic Publication: 2024 Aug 08 (Print Publication: 2024). - Publication Year :
- 2024
-
Abstract
- Clostridioides difficile infection (CDI) is a significant public health threat, associated with antibiotic-induced disruption of the normally protective gastrointestinal microbiota. CDI is thought to occur in two stages: acquisition of asymptomatic colonization from ingesting C. difficile bacteria followed by progression to symptomatic CDI caused by toxins produced during C. difficile overgrowth. The degree to which disruptive antibiotic exposure increases susceptibility at each stage is uncertain, which might contribute to divergent published projections of the impact of hospital antibiotic stewardship interventions on CDI. Here, we model C. difficile transmission and CDI among hospital inpatients, including exposure to high-CDI-risk antibiotics and their effects on each stage of CDI epidemiology. We derive the mathematical relationship, using a deterministic model, between those parameters and observed equilibrium levels of colonization, CDI, and risk ratio of CDI among certain antibiotic-exposed patients relative to patients with no recent antibiotic exposure. We then quantify the sensitivity of projected antibiotic stewardship intervention impacts to alternate assumptions. We find that two key parameters, the antibiotic effects on susceptibility to colonization and to CDI progression, are not identifiable given the data frequently available. Furthermore, the effects of antibiotic stewardship interventions are sensitive to their assumed values. Thus, discrepancies between different projections of antibiotic stewardship interventions may be largely due to model assumptions. Data supporting improved quantification of mechanistic antibiotic effects on CDI epidemiology are needed to understand stewardship effects better.<br />Competing Interests: The authors have declared that no competing interests exist.<br /> (Copyright: © 2024 Mitchell et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
- Subjects :
- Humans
Antimicrobial Stewardship
Health Facilities
Cross Infection epidemiology
Cross Infection microbiology
Cross Infection drug therapy
Risk Factors
Models, Theoretical
Gastrointestinal Microbiome drug effects
Clostridium Infections epidemiology
Clostridium Infections microbiology
Clostridium Infections drug therapy
Anti-Bacterial Agents adverse effects
Anti-Bacterial Agents therapeutic use
Anti-Bacterial Agents pharmacology
Clostridioides difficile drug effects
Subjects
Details
- Language :
- English
- ISSN :
- 1932-6203
- Volume :
- 19
- Issue :
- 8
- Database :
- MEDLINE
- Journal :
- PloS one
- Publication Type :
- Academic Journal
- Accession number :
- 39116083
- Full Text :
- https://doi.org/10.1371/journal.pone.0306622