Exceptions to the rule: Why does resistance evolution not undermine antibiotic therapy in all bacterial infections?
Abstract
Antibiotic resistance poses one of the greatest public health challenges of the 21st century. Yet not all pathogens are equally affected by resistance evolution. Why? Here we examine what underlies variation in antibiotic resistance across human bacterial pathogens and the drugs used to treat them. We document the observed prevalence of antibiotic resistance for pathogen x drug combinations across 57 different human bacterial pathogens and 53 antibiotics from 15 drug classes used to treat them. Using AIC-based model selection we analyze 14 different traits of bacteria and antibiotics that are believed to be important in resistance evolution. Using these data, we identify the traits that best explain observed variation in resistance evolution. Our results show that nosocomial pathogens and indirectly transmitted pathogens are significantly associated with increased prevalence of resistance whereas zoonotic pathogens, specifically those with wild animal reservoirs, are associated with reduced prevalence of resistance. We found partial support for associations between drug resistance and gram classification, human microbiome reservoirs, horizontal gene transfer, and documented human-to human transfer. Global drug use, time since drug discovery, mechanism of drug action, and environmental reservoirs did not emerge as statistically robust predictors of drug resistance in our analyses. To the best of our knowledge this work is the first systematic analysis of resistance across such a wide range of human bacterial pathogens, encompassing the vast majority of common bacterial pathogens. Insights from our study may help guide public health policies and future studies on resistance control.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Antibiotics of the future are prone to resistance in Gram-negative pathogens
L. Daruka, M. S. Czikkely, … C. Pal·bioRxiv·Jul 23, 2023
- The resistome of common human pathogens
Christian Munck, Mostafa M. Hashim Ellabaan, … Morten O.A. Sommer·bioRxiv·May 25, 2017
- Hospital use of antibiotics as the main driver of infections with antibiotic-resistant bacteria - a reanalysis of recent data from the European Union
Matthias M. Fischer, Matthias Bild·bioRxiv·Feb 18, 2019
- A phylogenetic approach to studying the roles of within-host evolution and between-host transmission of resistance for clinical Escherichia coli infections
F. Van Nouhuijs, M. Arakkal Antony, … P. S. Pennings·bioRxiv·Dec 16, 2022
- Drug mode of action and resource constraints modulate antimicrobial resistance evolution
O. Delaney, A. D. Letten, J. Engelstädter·bioRxiv·Aug 29, 2023
- A short course of antibiotics selects for persistent resistance in the human gut
E. Yaffe, L. Dethlefsen, … D. A. Relman·bioRxiv·Sep 4, 2023