Impact of an Acinetobacter baumannii outbreak on kidney events in a burn unit: A targeted machine learning analysis
Thomas Vauchel1, Romain Pirracchio2, Maïté Chaussard3
1AP-HP, GH St-Louis-Lariboisière, Department of Anesthesiology and Critical Care and Burn Unit, Paris, France.
Background:
Multidrug-resistant (MDR) bacteria outbreaks represent a major threat in intensive care units. Patients may then be exposed to drug-related direct toxicity during such outbreaks. The objective of this study was to explore the impact of an outbreak of imipenem-resistant Acinetobacter baumannii (IR-AB) on renal outcomes.
Methods:
We performed a before-and-after observational study in a French burn intensive care unit during an IR-AB outbreak: a 13-month period before (period A, October 2013-October 2014) and a 13-month period after outbreak control (period B, December 2014-December 2015). A total of 409 patients were included, 195 during period A and 214 during period B. The main endpoint was major adverse kidney events at day 90 (MAKE 90). Secondary endpoints were acute kidney injury (AKI) and persistent renal dysfunction.
Results:
Incidence of MAKE 90 was 15.9% during period A versus 11.2% during period B (P = .166) and AKI 28.2% versus 18.7% (P = .023). The use of colistin was associated with renal outcomes in univariate analysis. After adjustment of potential confounding factors using a targeted Machine Learning Analysis (ie, IR-AB-related infection, septic shock, severity scores, other nephrotoxics, chronic kidney disease, serum creatinine at admission, Staphylococcus aureus), colistin remained associated with the risk of MAKE and AKI (relative risk = 2.909, 95% confidence interval [CI] [1.364, 6.204], P = .006 for MAKE 90, and relative risk = 2.14, 95% CI [1.52, 3.02], P<.0001 for AKI).
Conclusions:
The episode of IR-AB outbreak was associated with an increased risk of kidney events, which appears to be driven by the use of colistin.
Insights
An imipenem-resistant Acinetobacter baumannii (IR-AB) outbreak increased kidney injury risk in ICU patients. Colistin use was identified as a significant driver of these adverse renal outcomes.
Area of Science:
- Infectious Diseases
- Nephrology
- Critical Care Medicine
Background:
- Multidrug-resistant (MDR) bacteria outbreaks, particularly imipenem-resistant Acinetobacter baumannii (IR-AB), pose significant threats in intensive care units (ICUs).
- Such outbreaks can lead to increased patient exposure to direct drug toxicity, potentially impacting organ function.
Purpose of the Study:
- To investigate the impact of an IR-AB outbreak on renal outcomes in a burn intensive care unit.
- To identify factors contributing to adverse kidney events during the outbreak.
Main Methods:
- A before-and-after observational study design was employed, comparing a 13-month period before (Period A) and after (Period B) IR-AB outbreak control.
- 409 patients were analyzed, with primary endpoint being major adverse kidney events at day 90 (MAKE 90), and secondary endpoints including acute kidney injury (AKI) and persistent renal dysfunction.
Main Results:
- The incidence of MAKE 90 was 15.9% in Period A versus 11.2% in Period B (P=.166).
- AKI incidence decreased from 28.2% to 18.7% (P=.023) after outbreak control.
- Colistin use was significantly associated with an increased risk of MAKE 90 (RR=2.909, P=.006) and AKI (RR=2.14, P<.0001) after multivariable adjustment.
Conclusions:
- The IR-AB outbreak was associated with an elevated risk of kidney injury.
- Colistin emerged as a key factor driving the increased risk of adverse renal outcomes during the outbreak.
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