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Correlation between metformin use and mortality in acute respiratory failure: a retrospective ICU cohort study
Yunlin Yang1, Jinfeng Liu2, Yi Hou2
1Department of Clinical Pharmacy, Shifang People's Hospital, Shifang, Sichuan, China.
Background:
The aim of this study was to investigate the association of metformin use with the risk of in-hospital mortality and prognosis in acute respiratory failure (ARF) patients admitted to the intensive care unit (ICU).
Methods:
We conducted a retrospective cohort study using the MIMIC-IV database. Patients were categorized into metformin and non-metformin groups based on medication exposure. Primary outcomes were in-hospital and ICU mortality, while 30-day and 90-day all-cause mortality served as secondary endpoints. We applied Kaplan-Meier survival curves, Cox proportional hazards models, and logistic regression to assess associations. Propensity score matching (PSM) and machine learning algorithms were used for confounder adjustment and feature selection.
Results:
After PSM, 1,429 patients with ARF were included (374 metformin users; 1,055 non-users). Multivariate logistic regression revealed that metformin use was associated with significantly reduced in-hospital mortality (OR = 0.202, 95% CI: 0.123-0.317, p < 0.001) and ICU mortality (OR = 0.245, 95% CI: 0.142-0.399, p < 0.001). Cox models showed consistent reductions in 30-day (HR = 0.199, 95% CI: 0.124-0.320, p < 0.001) and 90-day (HR = 0.230, 95% CI: 0.150-0.352, p < 0.001) mortality. Kaplan-Meier curves confirmed better survival in the metformin group (p < 0.001). Subgroup analyses supported a consistent protective effect of metformin across most patient strata.
Conclusion:
Metformin use was significantly associated with decreased short-term mortality among ICU patients with ARF. These findings suggest that metformin, beyond its glucose-lowering effects, may offer survival benefits in critically ill populations. Clinicians should consider the potential role of metformin when managing ICU patients with type 2 diabetes and ARF. Further prospective studies are warranted to confirm these findings and optimize clinical application strategies.
Insights
Metformin use significantly reduced mortality in intensive care unit (ICU) patients with acute respiratory failure (ARF). This suggests metformin may offer survival benefits beyond glucose control in critically ill patients.
Area of Science:
- Critical Care Medicine
- Pharmacology
- Epidemiology
Background:
- Investigating the impact of metformin on outcomes in acute respiratory failure (ARF) patients within intensive care units (ICUs).
- Assessing the association between metformin use and in-hospital mortality and prognosis in critically ill ARF patients.
Purpose of the Study:
- To determine if metformin use is linked to reduced mortality in patients experiencing acute respiratory failure.
- To evaluate the prognostic impact of metformin in the intensive care unit setting for ARF patients.
Main Methods:
- Retrospective cohort study utilizing the MIMIC-IV database.
- Propensity score matching (PSM) and machine learning for confounder adjustment.
- Kaplan-Meier curves, Cox models, and logistic regression for survival and mortality analysis.
Main Results:
- Metformin use was associated with significantly lower in-hospital mortality (OR=0.202) and ICU mortality (OR=0.245).
- Reduced 30-day (HR=0.199) and 90-day (HR=0.230) all-cause mortality observed in metformin users.
- Kaplan-Meier survival analysis confirmed better survival rates for patients using metformin (p < 0.001).
Conclusions:
- Metformin use is linked to decreased short-term mortality in ICU patients with ARF.
- Metformin may provide survival benefits in critically ill populations, potentially independent of glycemic control.
- Further prospective research is recommended to confirm these findings and guide clinical application.
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