Evidence map›Paper›PMID 41949621›Full record

SynthesisJournal of anesthesia2026

Does Hypotension Prediction Index limit the occurrence of postoperative complications associated with intraoperative hypotension? A systematic review and model-averaged Bayesian meta-analysis of statistically sound studies.

Roberto Piscopo, Enrico Giustiniano, Massimo Meco, Fulvio Nisi, Francesca Dalla Corte, Federico Piccioni, Maurizio Cecconi

Abstract readSystematic ReviewMeta-Analysis
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In one paragraph

Synthesis in Journal of anesthesia, 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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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

7 authors.

Roberto PiscopoDepartment of Anesthesia and Intensive Care Units, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, 20089, Rozzano, Milan, Italy. roberto.piscopo@humanitas.it.ORCID http://orcid.org/0009-0008-0044-453X
Enrico GiustinianoDepartment of Anesthesia and Intensive Care Units, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, 20089, Rozzano, Milan, Italy.
Massimo MecoDepartment of Anesthesia and Intensive Care, San Carlo Clinic, Via Ospedale 21, 20037, Paderno Dugnano, Milan, Italy.
Fulvio NisiDepartment of Anesthesia and Intensive Care Units, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, 20089, Rozzano, Milan, Italy.
Francesca Dalla CorteDepartment of Anesthesia and Intensive Care Units, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, 20089, Rozzano, Milan, Italy.
Federico PiccioniDepartment of Anesthesia and Intensive Care Units, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, 20089, Rozzano, Milan, Italy.
Maurizio CecconiDepartment of Anesthesia and Intensive Care Units, IRCCS Humanitas Research Hospital, Via A. Manzoni 56, 20089, Rozzano, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Intraoperative hypotension (IOH) is considered a potential contributing factor to postoperative complications. In 2018, a machine-learning algorithm to predict hypotension has been included in the Hemosphere™ platform (Edwards Lifescience, USA), of which the Hypotension Prediction Index (HPI) is the marker. We conducted a systematic review and Bayesian model-averaged meta-analysis to evaluate whether the limitation of IOH had a limiting effect on postoperative cardiac, pulmonary and renal complications and mortality. Nine randomized controlled trials and one propensity score analysis were included. Out of 978 patients, 488 received HPI monitoring, and 490 received routine monitoring. The Bayesian meta-analysis demonstrated that, in the HPI group, there is overwhelming evidence of a lower time-weighted average (TWA) for mean arterial pressure (MAP) < 65 mmHg and a shorter duration of hypotension. However, HPI-guided management did not demonstrate a convincing reduction in postoperative cardiac, pulmonary or renal complications, nor in mortality, and the certainty of evidence for these outcomes was low to very low. High heterogeneity and low certainty of evidence limit the strength of conclusions for postoperative outcomes. In this model-averaged Bayesian meta-analysis, HPI-guided management consistently reduced intraoperative hypotension, but did not translate into a demonstrable reduction in postoperative complications or mortality.

Indexed as

HypotensionIntraoperative ComplicationsPostoperative ComplicationsBayes TheoremHumansMonitoring, IntraoperativePrediction AlgorithmsGeneral anesthesiaHemodynamic monitoringHemodynamicsHypotensionIntraoperative monitoringPostoperative complications

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.