Hypotension Prediction Index for Prevention of Hypotension during Moderate- to High-risk Noncardiac Surgery
- PMID: 32960954
- DOI: 10.1097/ALN.0000000000003557
Hypotension Prediction Index for Prevention of Hypotension during Moderate- to High-risk Noncardiac Surgery
Abstract
Background: The Hypotension Prediction Index is a commercially available algorithm, based on arterial waveform features, that predicts hypotension defined as mean arterial pressure less than 65 mmHg for at least 1 min. We therefore tested the primary hypothesis that index guidance reduces the duration and severity of hypotension during noncardiac surgery.
Methods: We enrolled adults having moderate- or high-risk noncardiac surgery with invasive arterial pressure monitoring. Participating patients were randomized to hemodynamic management with or without index guidance. Clinicians caring for patients assigned to guidance were alerted when the index exceeded 85 (range, 0 to 100) and a treatment algorithm based on advanced hemodynamic parameters suggested vasopressor administration, fluid administration, inotrope administration, or observation. Primary outcome was the amount of hypotension, defined as time-weighted average mean arterial pressure less than 65 mmHg. Secondary outcomes were time-weighted mean pressures less than 60 and 55 mmHg.
Results: Among 214 enrolled patients, guidance was provided for 105 (49%) patients randomly assigned to the index guidance group. The median (first quartile, third quartile) time-weighted average mean arterial pressure less than 65 mmHg was 0.14 (0.03, 0.37) in guided patients versus 0.14 (0.03, 0.39) mmHg in unguided patients: median difference (95% CI) of 0 (-0.03 to 0.04), P = 0.757. Index guidance therefore did not reduce amount of hypotension less than 65 mmHg, nor did it reduce hypotension less than 60 or 55 mmHg. Post hoc, guidance was associated with less hypotension when analysis was restricted to episodes during which clinicians intervened.
Conclusions: In this pilot trial, index guidance did not reduce the amount of intraoperative hypotension. Half of the alerts were not followed by treatment, presumably due to short warning time, complex treatment algorithm, or clinicians ignoring the alert. In the future we plan to use a lower index alert threshold and a simpler treatment algorithm that emphasizes prompt treatment.
Copyright © 2020, the American Society of Anesthesiologists, Inc. All Rights Reserved.
Comment in
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Preventing Intraoperative Hypotension: Artificial Intelligence versus Augmented Intelligence?Anesthesiology. 2020 Dec;133(6):1170-1172. doi: 10.1097/ALN.0000000000003561. Anesthesiology. 2020. PMID: 33380745 Free PMC article. No abstract available.
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Hypotension Prediction Index Guidance: Comment.Anesthesiology. 2021 Jun 1;134(6):972-973. doi: 10.1097/ALN.0000000000003758. Anesthesiology. 2021. PMID: 33760009 No abstract available.
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Hypotension Prediction Index Guidance: Reply.Anesthesiology. 2021 Jun 1;134(6):973. doi: 10.1097/ALN.0000000000003759. Anesthesiology. 2021. PMID: 33760076 No abstract available.
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Preventing Intraoperative Hypotension.Anesthesiology. 2020 Dec 1;133(6):1170-1172. doi: 10.1097/ALN.0000000000003561. Anesthesiology. 2020. PMID: 34352077 No abstract available.
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