Early extubation in extracorporeal life support patients: A propensity score‐matched study
Open Access
- 11 April 2023
- journal article
- research article
- Published by Wiley in Artificial Organs
- Vol. 47 (8) , 1342-1350
Abstract
Background: Extubation strategy in extracorporeal life support patients remains unclear, and literature only reports studies with significant biases. Objectives: To explore the prognostic impact of an early ventilator‐weaning strategy in assisted patients after controlling for confounding factors. Methods: A 10‐year retrospective study included 241 patients receiving extracorporeal life support for at least 48 h, corresponding to a total of 977 days spent on assistance. The a priori probability of extubation for each day of assistance was calculated according to daily biological examinations, drug doses, clinical observations, and admission data to pair each day containing an extubation with one on which the patient was not extubated. The primary outcome was survival at day 28. The secondary outcomes were survival at day 7, respiratory infections, and safety criteria. Results: Two similar cohorts of 61 patients were generated. Survival at day 28 was better in patients extubated under assistance in univariate and multivariate (HR = 0.37 [0.2–0.68], p ‐value = 0.002) analyses. Patients who underwent failed early extubation did not have a different prognosis from those without early extubation. Successful early extubation was associated with a better outcome than a failed or no attempt at early extubation. Survival at day 7 and the rate of respiratory infections were better in early‐extubated patients. Safety data did not differ between the two groups. Conclusions: Early extubation during assistance was associated with a superior outcome in our propensity‐matched cohort study. The safety data were reassuring. However, due to the lack of prospective randomized studies, the causality remains uncertain.Keywords
This publication has 26 references indexed in Scilit:
- The Decision to Extubate in the Intensive Care UnitAmerican Journal of Respiratory and Critical Care Medicine, 2013
- A comparison of two methods of estimating propensity scores after multiple imputationStatistical Methods in Medical Research, 2012
- Outcome of reintubated patients after scheduled extubationJournal of Critical Care, 2011
- The role of the c‐statistic in variable selection for propensity score modelsPharmacoepidemiology and Drug Safety, 2010
- The essential role of balance tests in propensity‐matched observational studies: Comments on ‘A critical appraisal of propensity‐score matching in the medical literature between 1996 and 2003’ by Peter Austin, Statistics in MedicineStatistics in Medicine, 2008
- A randomized trial of intermittent lorazepam versus propofol with daily interruption in mechanically ventilated patients*Critical Care Medicine, 2006
- Analysis of the outcome for patients experiencing myocardial infarction and cardiopulmonary resuscitation refractory to conventional therapies necessitating extracorporeal life support rescue*Critical Care Medicine, 2006
- Propensity score modeling strategies for the causal analysis of observational dataBiostatistics, 2002
- Daily Interruption of Sedative Infusions in Critically Ill Patients Undergoing Mechanical VentilationNew England Journal of Medicine, 2000
- The central role of the propensity score in observational studies for causal effectsBiometrika, 1983