British journal of anaesthesia
-
Multicenter Study
Multicentre validation of a machine learning model for predicting respiratory failure after noncardiac surgery.
Postoperative respiratory failure is a serious complication that could benefit from early accurate identification of high-risk patients. We developed and validated a machine learning model to predict postoperative respiratory failure, defined as prolonged (>48 h) mechanical ventilation or reintubation after surgery. ⋯ Utilising just eight easily extractable variables, this machine learning model demonstrated excellent discrimination in both internal and external validation for predicting postoperative respiratory failure. The model enables personalised risk stratification and facilitates data-driven clinical decision-making.
-
Multicenter Study
Association of preoperative beta-blocker use and cardiac complications after major noncardiac surgery: a prospective cohort study.
Cardiac complications after major noncardiac surgery are common and associated with high morbidity and mortality. How preoperative use of beta-blockers may impact perioperative cardiac complications remains unclear. ⋯ NCT02573532.
-
Multicenter Study Observational Study
Advanced chronic kidney disease after surgery and the contribution of acute kidney disease: a national observational cohort study.
Limited knowledge exists regarding long-term renal outcomes after noncardiac surgery. This study investigated the incidence of, and risk factors for, developing advanced chronic kidney disease (CKD) and major adverse kidney events within 1 yr of surgery in a nationwide cohort. ⋯ Advanced CKD within 1 yr after surgery is uncommon but clinically important in patients without preoperative renal dysfunction. Advanced AKD after surgery constitutes a major risk factor for advanced CKD and MAKE365.
-
Multicenter Study
Epidemiology of perioperative anaphylaxis in France in 2017-2018: the 11th GERAP survey.
Perioperative anaphylaxis is rare but is associated with significant morbidity. This complication has been well described in France by the GERAP (Groupe d'Etude des Réactions Anaphylactiques Périopératoires), a network focused on its study. The epidemiology of perioperative anaphylaxis is evolving, influenced by environmental factors and clinical practice. The aim of this study was to update the epidemiology of perioperative anaphylaxis in France. ⋯ ClinicalTrials.gov (NCT04654923).