ReviewJournal of anesthesia and translational medicine2026
Phenotype-based modeling of postoperative ventilatory liberation failure: A dynamic mechanistic framework for precision perioperative medicine.
Review in Journal of anesthesia and translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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3 authors.
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Abstract
Postoperative ventilatory liberation failure is usually recorded as a late binary event, although vulnerability often develops earlier through anesthesia, mechanical ventilation, neuromuscular blockade, analgesia, fluid therapy, surgical stress, and the transition to spontaneous breathing. This conceptual review proposes a phenotype-based framework that redefines postoperative liberation failure as a dynamic syndrome generated by four interacting dimensions: neuromuscular contractile insufficiency, effort-related diaphragmatic myotrauma, central respiratory-drive suppression, and cardiovascular load intolerance. Using conceptual framework analysis and a scoping-informed mapping strategy, the model links cumulative perioperative exposures to stage-specific vulnerability trajectories spanning readiness assessment, spontaneous-breathing-trial stress, and post-extubation sustainability. The framework is not a validated bedside algorithm, but a falsifiable mechanistic architecture for phenotype definition, prospective validation, mechanism-directed trials, and interpretable clinician-in-the-loop decision support.
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