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Development and validation of a score to predict postoperative respiratory failure in a multicentre European cohort
- Publication Year :
- 2015
-
Abstract
- Background: Postoperative respiratory failure (PRF) is the most frequent respiratory complication following surgery. Objective: The objective of this study was to build a clinically useful predictive model for the development of PRF. Design: A prospective observational study of a multicentre cohort. Setting: Sixty-three hospitals across Europe. Patients: Patients undergoing any surgical procedure under general or regional anaesthesia during 7-day recruitment periods. Main outcome measures: Development of PRF within 5 days of surgery. PRF was defined by a partial pressure of oxygen in arterial blood (PaO2) less than 8 kPa or new onset oxyhaemoglobin saturation measured by pulse oximetry (SpO2) less than 90% whilst breathing room air that required conventional oxygen therapy, noninvasive or invasive mechanical ventilation. Results: PRF developed in 224 patients (4.2% of the 5384 patients studied). In-hospital mortality [95% confidence interval (95% CI)] was higher in patients who developed PRF [10.3% (6.3 to 14.3) vs. 0.4% (0.2 to 0.6)]. Regression modelling identified a predictive PRF score that includes seven independent risk factors: low preoperative SpO2 ; at least one preoperative respiratory symptom ; preoperative chronic liver disease ; history of congestive heart failure ; open intrathoracic or upper abdominal surgery ; surgical procedure lasting at least 2 h ; and emergency surgery. The area under the receiver operating characteristic curve (c-statistic) was 0.82 (95% CI 0.79 to 0.85) and the Hosmer-Lemeshow goodness-of-fit statistic was 7.08 (P = 0.253). Conclusion: A risk score based on seven objective, easily assessed factors was able to predict which patients would develop PRF. The score could potentially facilitate preoperative risk assessment and management and provide a basis for testing interventions to improve outcomes.The study was registered at ClinicalTrials.gov
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.dedup.wf.001..6e18e6d1166276e6a4e4ea3688f5df9d
- Full Text :
- https://doi.org/10.1097/eja.0000000000000223