Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trials

Background and Aims: Reports on the utility of the hypotension prediction index (HPI) in reducing the occurrence of intraoperative hypotension are conflicting. Therefore, the aim of this systematic review and meta-analysis of randomised controlled trials (RCTs) was to evaluate the overall effect of...

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Main Authors: Kamath Sriganesh, Thomas Francis, Rajeeb Kumar Mishra, Nisarga N Prasad, Dhritiman Chakrabarti
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2024-11-01
Series:Indian Journal of Anaesthesia
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Online Access:https://journals.lww.com/10.4103/ija.ija_677_24
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author Kamath Sriganesh
Thomas Francis
Rajeeb Kumar Mishra
Nisarga N Prasad
Dhritiman Chakrabarti
author_facet Kamath Sriganesh
Thomas Francis
Rajeeb Kumar Mishra
Nisarga N Prasad
Dhritiman Chakrabarti
author_sort Kamath Sriganesh
collection DOAJ
description Background and Aims: Reports on the utility of the hypotension prediction index (HPI) in reducing the occurrence of intraoperative hypotension are conflicting. Therefore, the aim of this systematic review and meta-analysis of randomised controlled trials (RCTs) was to evaluate the overall effect of using HPI on intraoperative hypotension outcomes of time-weighted average (TWA), area under the hypotension threshold (AUHT), incidence and duration of hypotension. Methods: We searched the electronic databases of PubMed, ProQuest and Scopus from inception till 30 October 2023. The search strategy was refined for each database. No time or language restrictions were applied. Only RCTs were included. The systematic review protocol is registered with PROSPERO (ID: CRD42023478150). Statistical analysis was performed using Review Manager Software. Results: Of 281 records, eight eligible RCTs (613 patients) were included. Significant differences were found between HPI and no HPI groups for the TWA of hypotension during surgery [mean difference (MD) = -0.19 mmHg, 95% confidence interval (95% CI): -0.31, -0.08, P = 0.001], AUHT [MD = -65.03 (mmHg × min), 95% CI: -105.47, -24.59, P = 0.002], incidence of hypotension (risk ratio = 0.83, 95% CI: 0.7, 0.99, P = 0.04), total hypotension duration (MD = -12.07 min, 95% CI: -17.49, -6.66, P < 0.001) and hypotension duration as a percentage of surgery time (MD = -6.30%, 95% CI: -10.23, -2.38, P = 0.002). Conclusions: Available evidence supports the role of HPI in minimising hypotension outcomes during surgery. The certainty of evidence is low to moderate for studied outcomes.
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spelling doaj-art-668040027a90495e95d0a5d4c80efb212025-01-24T15:12:19ZengWolters Kluwer Medknow PublicationsIndian Journal of Anaesthesia0019-50490976-28172024-11-01681194295010.4103/ija.ija_677_24Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trialsKamath SriganeshThomas FrancisRajeeb Kumar MishraNisarga N PrasadDhritiman ChakrabartiBackground and Aims: Reports on the utility of the hypotension prediction index (HPI) in reducing the occurrence of intraoperative hypotension are conflicting. Therefore, the aim of this systematic review and meta-analysis of randomised controlled trials (RCTs) was to evaluate the overall effect of using HPI on intraoperative hypotension outcomes of time-weighted average (TWA), area under the hypotension threshold (AUHT), incidence and duration of hypotension. Methods: We searched the electronic databases of PubMed, ProQuest and Scopus from inception till 30 October 2023. The search strategy was refined for each database. No time or language restrictions were applied. Only RCTs were included. The systematic review protocol is registered with PROSPERO (ID: CRD42023478150). Statistical analysis was performed using Review Manager Software. Results: Of 281 records, eight eligible RCTs (613 patients) were included. Significant differences were found between HPI and no HPI groups for the TWA of hypotension during surgery [mean difference (MD) = -0.19 mmHg, 95% confidence interval (95% CI): -0.31, -0.08, P = 0.001], AUHT [MD = -65.03 (mmHg × min), 95% CI: -105.47, -24.59, P = 0.002], incidence of hypotension (risk ratio = 0.83, 95% CI: 0.7, 0.99, P = 0.04), total hypotension duration (MD = -12.07 min, 95% CI: -17.49, -6.66, P < 0.001) and hypotension duration as a percentage of surgery time (MD = -6.30%, 95% CI: -10.23, -2.38, P = 0.002). Conclusions: Available evidence supports the role of HPI in minimising hypotension outcomes during surgery. The certainty of evidence is low to moderate for studied outcomes.https://journals.lww.com/10.4103/ija.ija_677_24hypotensionhypotension prediction indexintraoperativemachine learningmetanalysismonitoringsystematic review
spellingShingle Kamath Sriganesh
Thomas Francis
Rajeeb Kumar Mishra
Nisarga N Prasad
Dhritiman Chakrabarti
Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trials
Indian Journal of Anaesthesia
hypotension
hypotension prediction index
intraoperative
machine learning
metanalysis
monitoring
systematic review
title Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trials
title_full Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trials
title_fullStr Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trials
title_full_unstemmed Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trials
title_short Hypotension prediction index for minimising intraoperative hypotension: A systematic review and meta-analysis of randomised controlled trials
title_sort hypotension prediction index for minimising intraoperative hypotension a systematic review and meta analysis of randomised controlled trials
topic hypotension
hypotension prediction index
intraoperative
machine learning
metanalysis
monitoring
systematic review
url https://journals.lww.com/10.4103/ija.ija_677_24
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