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Joint Modeling of Resistance to Six Antimicrobials in Urinary Escherichia coli Isolates in Quebec, Canada
- Source :
- Antimicrobial Agents and Chemotherapy
- Publication Year :
- 2018
-
Abstract
- Empirical treatment of urinary tract infections should be based on susceptibility profiles specific to the locale and patient population. Additionally, these susceptibility profiles should account for correlations between resistance to different types of antimicrobials.<br />Empirical treatment of urinary tract infections should be based on susceptibility profiles specific to the locale and patient population. Additionally, these susceptibility profiles should account for correlations between resistance to different types of antimicrobials. We used hierarchical logistic regression models to investigate geographic, temporal, and demographic trends in resistance to six antimicrobials in community-acquired and nosocomial urinary E. coli isolates from three communities in the province of Quebec, Canada, procured between April 2010 and December 2017. A total of 74,986 community-acquired (patient age, ≥18 years) and 4,384 nosocomial isolates (patient age, ≥65 years) were analyzed. In both community-acquired and nosocomial isolates, we found geographic variation in the prevalence of resistance. Male sex (community-acquired hierarchical mean odds ratio [OR], 1.24; 95% credible interval [CI], 1.02 to 1.50; nosocomial hierarchical mean OR, 1.16, 95% CI, 0.92 to 1.41) and recent hospitalization (community-acquired hierarchical mean OR, 1.49; 95% CI, 1.33 to 1.66; nosocomial hierarchical mean OR, 1.31; 95% CI, 0.99 to 1.78) were associated with a higher risk of resistance to most types of antimicrobials. We found distinct seasonal trends in both community-acquired and nosocomial isolates, but only community-acquired isolates showed a consistent annual pattern. Ciprofloxacin resistance increased sharply with patient age. We found clinically relevant differences in antimicrobial resistance in urinary E. coli isolates between locales and patient populations in the province of Quebec. These results could help inform empirical treatment decisions for urinary tract infections. In the future, similar models integrating local, provincial, and national resistance data could be incorporated into decision support systems for clinicians.
- Subjects :
- Adult
Male
medicine.medical_specialty
Adolescent
Urinary system
Microbial Sensitivity Tests
medicine.disease_cause
Logistic regression
Epidemiology and Surveillance
resistance
03 medical and health sciences
Young Adult
0302 clinical medicine
Antibiotic resistance
Anti-Infective Agents
Internal medicine
Drug Resistance, Bacterial
Credible interval
medicine
Escherichia coli
Humans
Pharmacology (medical)
030212 general & internal medicine
Urinary Tract
Escherichia coli Infections
Aged
Pharmacology
Aged, 80 and over
0303 health sciences
Resistance (ecology)
030306 microbiology
business.industry
Quebec
Odds ratio
Middle Aged
Antimicrobial
3. Good health
Community-Acquired Infections
Infectious Diseases
laboratory data
Urinary Tract Infections
surveillance
Female
hierarchical modeling
business
Subjects
Details
- ISSN :
- 10986596
- Volume :
- 63
- Issue :
- 7
- Database :
- OpenAIRE
- Journal :
- Antimicrobial agents and chemotherapy
- Accession number :
- edsair.doi.dedup.....e8673de46c136909a7ab1cb0e764f393