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Association Between Mechanical Power and 28-Day All-Cause Mortality in Chronic Obstructive Pulmonary Disease Patients
Shaoxing Wu1, Haipeng Li2, Junhao Xu2
1Department of Pulmonary and Critical Care Medicine, Guangdong Provincial Hospital of Chinese Medicine (The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, The Second Clinical Medical College of Guangzhou University of Chinese Medicine), Guangzhou, Guangdong, People's Republic of China.
Purpose:
Increasing evidence suggests that mechanical power (MP) is associated with mortality among patients undergoing invasive mechanical ventilation. However, the relationship between MP and mortality in chronic obstructive pulmonary disease (COPD) patients undergoing invasive ventilation remains uncertain. The aim of this study was to investigate the association between MP and 28-day all-cause mortality among COPD patients undergoing invasive ventilation.
Patients And Methods:
Data were obtained from the Medical Information Mart for Intensive Care (MIMIC-IV) database. COPD patients undergoing invasive ventilation were categorized into three categories based on MP tertiles to further assess the robustness of our results. The primary outcome was 28-day all-cause mortality. The relationship between MP and 28-day all-cause mortality in COPD patients undergoing invasive ventilation was performed to evaluate restricted cubic splines and Cox proportional hazards regression analysis. Receiver operating characteristic (ROC) curves and Kaplan-Meier survival analysis were employed to evaluate and visualize the predictive value of MP for 28-day all-cause mortality. Additionally, the optimal cut-off value of MP was determined. Finally, subgroup analysis was conducted to assess the robustness of the findings.
Results:
1704 COPD patients undergoing invasive ventilation (56.92% male) were included in the study. Based on the Cox regression analysis, MP was significantly associated with 28-day all-cause mortality risk in the unadjusted model (Model 1) [HR (95% CI) 1.04 (1.03-1.05), p<0.001]. However, as this is an observational study, causality cannot be inferred. Restricted cubic spline regression models revealed a linear rise in the risk of 28-day mortality as MP increased (P for non-linearity = 0.967). The area under the curve (AUC) for MP was 0.602. This study also identified an optimal cut-off value of 17.38 J/min for MP. Kaplan-Meier survival analysis demonstrated statistically significant differences in survival among invasive ventilation patients stratified by MP tertiles. Subgroup analysis of potential confounding factors indicated no significant interaction between MP and any subgroup (P for interaction: 0.114-0.967).
Conclusion:
MP is associated with 28-day all-cause mortality in COPD patients undergoing invasive ventilation. The cut-off value of 17.38 J/min may serve as a reference point for clinicians in assessing disease severity. However, further research is needed to investigate the causal relationship between MP and mortality.
Insights
Mechanical power (MP) is linked to 28-day mortality in COPD patients on invasive ventilation. A cut-off of 17.38 J/min may help assess severity, but causality requires further study.
Area of Science:
- Critical care medicine
- Pulmonary medicine
- Biomedical engineering
Background:
- Mechanical power (MP) is increasingly recognized as a mortality predictor in ventilated patients.
- The specific association between MP and mortality in chronic obstructive pulmonary disease (COPD) patients requiring invasive ventilation is not well-established.
Purpose of the Study:
- To investigate the relationship between mechanical power (MP) and 28-day all-cause mortality in COPD patients undergoing invasive ventilation.
- To determine if MP can serve as a prognostic indicator in this patient population.
Main Methods:
- Retrospective analysis of 1704 COPD patients from the MIMIC-IV database undergoing invasive ventilation.
- Categorization of patients into tertiles based on MP levels.
- Statistical analyses included Cox regression, restricted cubic splines, ROC curves, and Kaplan-Meier survival analysis.
Main Results:
- Mechanical power (MP) was significantly associated with increased 28-day all-cause mortality risk in COPD patients (HR 1.04; 95% CI 1.03-1.05).
- A linear relationship was observed between increasing MP and mortality risk.
- An optimal MP cut-off value of 17.38 J/min was identified, with an AUC of 0.602.
Conclusions:
- Mechanical power (MP) is associated with 28-day mortality in COPD patients on invasive ventilation.
- The identified MP cut-off value may aid clinicians in risk stratification.
- Further research is necessary to elucidate the causal link between MP and mortality in this cohort.
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