British journal of anaesthesia
-
Postoperative mortality occurs in 1-2% of patients undergoing major inpatient surgery. The currently available prediction tools using summaries of intraoperative data are limited by their inability to reflect shifting risk associated with intraoperative physiological perturbations. We sought to compare similar benchmarks to a deep-learning algorithm predicting postoperative 30-day mortality. ⋯ A deep-learning time-series model improves prediction compared with models with simple summaries of intraoperative data. We have created a model that can be used in real time to detect dynamic changes in a patient's risk for postoperative mortality.
-
Multicenter Study Observational Study
Days alive and out of hospital after fast-track total hip and knee arthroplasty: an observational cohort study in 16 137 patients.
Days alive and out of hospital (DAH) has been proposed as a pragmatic outcome measure of surgical quality. However, there is a lack of procedure specific data or data within an optimised fast-track protocol. Furthermore, information about influence of follow-up duration and types of complications on DAH is limited. ⋯ Median DAH in fast-track THA/TKA patients is 28 at 30 days and 88 at 90 days after surgery. DAH in high-risk patients was only slightly reduced compared with low-risk patients, but they have relatively more 'medical' complications.
-
Randomized Controlled Trial
Preoperative coronary angiography in vascular surgery patients with asymptomatic elevated high-sensitivity troponin T: a case series.
This case series presents 10 patients undergoing vascular surgery with asymptomatic elevated high-sensitivity troponin T concentrations, measured at outpatient clinic before surgery. Patients were included in the RAVE (Rotterdam Antiplatelet therapy in Vascular patiEnts) pilot study. All included patients underwent coronary angiography before surgery to identify significant obstructive coronary artery disease. ⋯ The study was terminated prematurely before any subject reached the study endpoint of 1 yr follow-up. This case series provides more insight into the meaning of preoperative troponin elevation and coronary angiographic features in vascular surgery patients. TRIAL REGISTRY NUMBER: NL5803.
-
The systemic stress response triggered by surgical trauma is characterised by sterile inflammation preceding metabolic and neuroendocrine dysregulation. However, the relevance of the classically described 'stress response' is now highly questionable in an era where profound physiological deconditioning is common in older, frail surgical patients. Commonly used assessment techniques do not accurately reflect hypothalamic-pituitary-adrenal axis integrity after major surgery. ⋯ Conversely, randomised controlled clinical trials investigating glucocorticoid supplementation have delivered contrasting results, with some suggesting a protective effect in the perioperative period. Here, we consider many of the confounding factors that have emerged to challenge the conventional model of the surgical stress response, and suggest that a more nuanced understanding of changes in hypothalamic-pituitary-adrenal axis physiology is warranted to advance perioperative medicine. Re-examining the perioperative stress response presents opportunities for improving outcomes through enhancing the understanding of the neuroendocrine aspects of preparation for and recovery from surgery.