{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T19:46:31Z","timestamp":1775245591904,"version":"3.50.1"},"reference-count":39,"publisher":"Public Library of Science (PLoS)","issue":"10","license":[{"start":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T00:00:00Z","timestamp":1730332800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:p>Accidental awareness during general anaesthesia is a major complication. Despite the routine use of continuous electroencephalographic monitoring, accidental awareness during general anaesthesia remains relatively frequent and constitutes a significant additional cost. The prediction of patients\u2019 arousal during general anaesthesia could help preventing accidental awareness and some researchers have suggested that heart rate variability (HRV) analysis contains valuable information about the patient arousal during general anaesthesia. We conducted pilot study to investigate HRV ability to detect patient arousal. RR series and the Bispectral Index<jats:sup>TM<\/jats:sup> (BIS<jats:sup>TM<\/jats:sup>) were recorded during general anaesthesia. The pre-arousal period T0 was defined as the time at which the BIS<jats:sup>TM<\/jats:sup> exceeded 60 at the end of surgery. HRV parameters were computed over several time periods before and after T0 and classified as \u201cBIS<jats:sup>TM<\/jats:sup>&lt;60\u201d or \u201cBIS<jats:sup>TM<\/jats:sup>\u226560\u201d. A multivariate logistic regression model and a classification and regression tree algorithm were used to evaluate the HRV variables\u2019 ability to detect \u201cBIS<jats:sup>TM<\/jats:sup>\u226560\u201d. All the models gave high specificity but poor sensitivity. Excluding T0 from the classification increased the sensitivity for all the models and gave AUCROC&gt;0.7. In conclusion, we found that HRV analysis provided encouraging results to predict arousal at the end of general anaesthesia.<\/jats:p>","DOI":"10.1371\/journal.pone.0310627","type":"journal-article","created":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T17:42:19Z","timestamp":1730396539000},"page":"e0310627","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":4,"title":["Heart rate variability analysis for the prediction of pre-arousal during propofol-remifentanil general anaesthesia: A feasibility study"],"prefix":"10.1371","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-2237-6259","authenticated-orcid":true,"given":"Anne","family":"Wojtanowski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8545-9923","authenticated-orcid":true,"given":"Maxence","family":"Hureau","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0531-2914","authenticated-orcid":true,"given":"Camille","family":"Ternynck","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benoit","family":"Tavernier","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3400-5788","authenticated-orcid":true,"given":"Mathieu","family":"Jeanne","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julien","family":"de Jonckheere","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2024,10,31]]},"reference":[{"issue":"4","key":"pone.0310627.ref001","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1093\/bja\/aeu313","article-title":"5th National Audit Project (NAP5) on accidental awareness during general anaesthesia: summary of main findings and risk factors","volume":"113","author":"JJ Pandit","year":"2014","journal-title":"Br J Anaesth"},{"issue":"6","key":"pone.0310627.ref002","doi-asserted-by":"crossref","first-page":"758","DOI":"10.1093\/bja\/aew381","article-title":"Patient reported outcome of adult perioperative anaesthesia in the United Kingdom: a cross-sectional observational study","volume":"117","author":"EMK Walker","year":"2016","journal-title":"Br J Anaesth"},{"issue":"4","key":"pone.0310627.ref003","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1016\/j.bjae.2020.12.001","article-title":"Accidental awareness under general anaesthesia: Incidence, risk factors, and psychological management","volume":"21","author":"MC Kim","year":"2021","journal-title":"BJA Educ"},{"issue":"1","key":"pone.0310627.ref004","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1111\/anae.14124","article-title":"Accidental awareness during general anaesthesia\u2013a narrative review","volume":"73","author":"SR Tasbihgou","year":"2018","journal-title":"Anaesthesia"},{"issue":"9","key":"pone.0310627.ref005","first-page":"185","article-title":"A Waking Nightmare: How can we Avoid Accidental Awareness during General Anaesthesia?","volume":"23","author":"K. 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