British journal of anaesthesia
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Hypotension is associated with organ injury and death in surgical and critically ill patients. In clinical practice, treating hypotension remains challenging because it can be caused by various underlying haemodynamic alterations. We aimed to identify and independently validate endotypes of hypotension in big datasets of surgical and critically ill patients using unsupervised deep learning. ⋯ Unsupervised deep learning identified four endotypes of hypotension in surgical and critically ill patients: vasodilation, hypovolaemia, myocardial depression, and bradycardia. The algorithm provides the probability of each endotype for each hypotensive data point. Identifying hypotensive endotypes could guide clinicians to causal treatments for hypotension.
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Large, randomised trials are the bedrock of evidence-based medicine, but the resources required to complete such trials greatly limit the number of important clinical questions that can be addressed within a reasonable period of time. Adaptive platform trials can identify effective, ineffective, or harmful treatments faster. These trials have been shown to deliver rapid evidence through the COVID-19 pandemic and are now being adopted across surgery and anaesthesia, with many opportunities for surgeons, anaesthetists, and other perioperative physicians to conduct and collaborate in platform trials.
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Structured training in regional anaesthesia includes pretraining on simulation-based educational platforms to establish a safe and controlled learning environment before learners are provided clinical exposure in an apprenticeship model. This scoping review was designed to appraise the educational outcomes of current simulation-based educational modalities in regional anaesthesia. ⋯ There was significant heterogeneity in the types of simulation modalities used, teaching interventions applied, study methodologies, assessment tools, and outcome measures studied. When improvisations were made to regional anaesthesia simulation platforms (hybrid simulation), there were sustained educational improvements beyond 6 months. Newer technology-enhanced innovations such as virtual, augmented, and mixed reality simulations are evolving, with early reports of educational effectiveness.
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Editorial Review
Neuroanatomical and pharmaco-physiological effects of hypoxia and esketamine on breathing, the sympathetic nerve system, and cortical function.
Acute hypoxic ventilatory response is an important reflex that helps maintain breathing during low oxygen levels, but it is attenuated by most general anaesthetics. Analgesic doses of ketamine and esketamine are known to have respiratory stimulant effects. ⋯ Participants also exhibited higher levels of alertness and unpleasant psychotropic effects compared with the control condition. We review the pharmaco-physiological effects of acute hypoxia and its interactions with esketamine. We provide a summary of the effects of hypoxia and esketamine on the neurocircuitry that leads to arousal, activation of the sympathetic nerve system, and increased drive to upper airway dilator and respiratory pump muscles.