In a retrospective cohort of 22,812 surgical patients with 159,782 simultaneous blood pressure measurement pairs, noninvasive oscillometric cuff monitoring showed sharply degraded accuracy during intraoperative hypotension. Compared to invasive arterial monitoring as the gold standard, cuff devices had 45% higher odds of inaccuracy (OR 1.45) during any hypotension. That risk escalated dramatically with severity — 7.39-fold for severe hypotension (MAP <45 mmHg) — while sensitivity for correctly classifying severe hypotension collapsed to just 10.2%, down from 87.1% at normal pressures.

The clinical stakes here are substantial. Intraoperative hypotension is already linked to acute kidney injury, myocardial damage, and postoperative mortality, meaning that the very patients who most need accurate real-time pressure data are the ones least likely to get it from standard cuff monitors. Oscillometric devices are known to rely on arterial wall pulsatility, which diminishes under vasoconstriction and low-flow states — precisely the physiology of severe hypotension. This large dataset quantifies that failure in granular, clinically actionable terms.

Limitations include the single-center, retrospective design and the inability to capture confounders like vasopressor use timing or arterial line placement lag. The study doesn't address outpatient or ICU settings. Practically, these findings reinforce the case for expanding intra-arterial monitoring in higher-risk surgical patients. As a preprint not yet peer-reviewed, the findings require independent validation before reshaping clinical protocols — but the effect sizes are large enough to command serious attention.