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Temporal association between aerosolized colistin use and colistin resistance in the ICU: a time-series analysis
Weechang Kang1, Wongu Kang2,3, Yeonjin Son2,3
1School of AI and Software, College of Software Convergence, Daejeon University, Daejeon, South Korea.
Background:
Aerosolized colistin has been increasingly used to treat multidrug-resistant gram-negative infections, particularly in the intensive care unit (ICU), as an alternative to intravenous colistin, which is limited by nephrotoxicity and poor pulmonary penetration. Systemic colistin use has been linked to the emergence of resistance, but the impact of inhaled colistin on resistance development remains unclear.
Methods:
We conducted a time-series analysis using monthly data from April 2014 to December 2023 in the ICUs of a 2700-bed tertiary-care hospital comprising 108 adult ICU beds. Monthly antibiotic use and the incidence of colistin-resistant Escherichia coli, Klebsiella pneumoniae, Pseudomonas aeruginosa and Acinetobacter baumannii from respiratory specimens were analysed using vector autoregressive (VAR) or vector error correction models (VECMs), depending on the presence of stationarity and cointegration.
Results:
In bivariate VAR analyses, aerosolized colistin use was positively associated with subsequent increases in colistin-resistant K. pneumoniae and A. baumannii, with significant effects observed across multiple lags. In multivariate VAR models including other antibiotic classes, the temporal association persisted for K. pneumoniae. Sensitivity analyses using VECM also showed significant associations for E. coli, K. pneumoniae, P. aeruginosa and A. baumannii. In an additional analysis of non-respiratory specimens, aerosolized colistin was also significantly associated with colistin-resistant A. baumannii.
Conclusions:
Aerosolized colistin use was temporally associated with increased resistance in major gram-negative pathogens, particularly K. pneumoniae and A. baumannii. These findings highlight the need for cautious use of inhaled colistin and support its inclusion in targeted antimicrobial stewardship efforts, given its potential contribution to the emergence of resistance.
Insights
Inhaled colistin use is linked to increased resistance in key gram-negative bacteria like Klebsiella pneumoniae and Acinetobacter baumannii. This suggests careful antimicrobial stewardship is needed for aerosolized colistin to prevent further resistance development.
Area of Science:
- Infectious Diseases
- Microbiology
- Critical Care Medicine
Background:
- Aerosolized colistin is increasingly used in intensive care units (ICUs) for multidrug-resistant gram-negative infections.
- Intravenous colistin is limited by nephrotoxicity and poor lung penetration.
- The impact of inhaled colistin on antimicrobial resistance is not well understood.
Purpose of the Study:
- To investigate the temporal association between aerosolized colistin use and the development of colistin resistance.
- To analyze resistance patterns of key gram-negative pathogens including E. coli, K. pneumoniae, P. aeruginosa, and A. baumannii.
Main Methods:
- Time-series analysis of monthly data from April 2014 to December 2023 in hospital ICUs.
- Utilized vector autoregressive (VAR) and vector error correction models (VECMs).
- Analyzed antibiotic use and incidence of colistin-resistant bacteria from respiratory and non-respiratory specimens.
Main Results:
- Aerosolized colistin use showed a positive association with increased colistin-resistant K. pneumoniae and A. baumannii.
- These associations persisted in multivariate models and sensitivity analyses across multiple gram-negative pathogens.
- Significant associations were also observed for E. coli and P. aeruginosa.
Conclusions:
- Aerosolized colistin use is temporally linked to increased resistance in major gram-negative pathogens.
- Findings emphasize the need for cautious use of inhaled colistin.
- Supports integrating aerosolized colistin into antimicrobial stewardship programs to mitigate resistance emergence.
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