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Prediction of post-operative atrial fibrillation in patients after cardiac surgery using heart rate variability

dc.contributor.authorVeselá, Jana
dc.contributor.authorOsmančík, Pavel
dc.contributor.authorHeřman, Dalibor
dc.contributor.authorHassouna, Sabri
dc.contributor.authorRaková, Radka
dc.contributor.authorVeselý, Tomáš
dc.contributor.authorBudera, Petr
dc.date.accessioned2023-12-29T10:40:34Z
dc.date.available2023-12-29T10:40:34Z
dc.date.issued2023
dc.identifier.urihttps://hdl.handle.net/20.500.14178/2154
dc.description.abstractPURPOSE: Post-operative atrial fibrillation (PoAF) occurs in ~ 30% of patients after cardiac surgery. The etiology of PoAF is complex, but a disbalance in autonomic systems plays an important role. The goal of this study was to assess whether pre-operative heart rate variability analysis can predict the risk of PoAF. METHODS: Patients without a history of AF with an indication for cardiac surgery were included. Two-hour ECG recordings one day before surgery was used for the HRV analysis. Univariate and multivariate logistic regression, including all HRV parameters, their combination, and clinical variables, were calculated to find the best predictive model for post-operative AF. RESULTS: One hundred and thirty-seven patients (33 women) were enrolled in the study. PoAF occurred in 48 patients (35%, AF group); the remaining 89 patients were in the NoAF group. AF patients were significantly older (69.1 +- 8.6 vs. 63.4 +- 10.5 yrs., p = 0.002), and had higher CHA(2)DS(2)-VASc score (3 +- 1.4 vs. 2.5 +- 1.3, p = 0.01). In the multivariate regression model, parameters independently associated with higher risk of AF were pNN50, TINN, absolute power VLF, LF and HF, total power, SD2, and the Porta index. A combination of clinical variables with HRV parameters in the ROC analysis achieved an AUC of 0.86, a sensitivity of 0.95, and a specificity of 0.57 and was more effective in PoAF prediction than a combination of clinical variables alone. CONCLUSION: A combination of several HRV parameters is helpful in predicting the risk of PoAF. Attenuation of heart rate variability increases the risk for PoAF.en
dc.language.isoen
dc.relation.urlhttps://doi.org/10.1186/s12872-023-03309-5
dc.rightsCreative Commons Uveďte původ 4.0 Internationalcs
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.titlePrediction of post-operative atrial fibrillation in patients after cardiac surgery using heart rate variabilityen
dcterms.accessRightsopenAccess
dcterms.licensehttps://creativecommons.org/licenses/by/4.0/legalcode
dc.date.updated2023-12-29T10:40:33Z
dc.subject.keywordPost-operative atrial fibrillationen
dc.subject.keywordCardiac surgeryen
dc.subject.keywordHeart rate variabilityen
dc.subject.keywordNon-linear analysisen
dc.relation.fundingReferenceinfo:eu-repo/grantAgreement/UK/COOP/COOP
dc.relation.fundingReferenceinfo:eu-repo/grantAgreement/MSM//LX22NPO5104
dc.date.embargoStartDate2023-12-29
dc.type.obd73
dc.type.versioninfo:eu-repo/semantics/publishedVersion
dc.identifier.doi10.1186/s12872-023-03309-5
dc.identifier.utWos001002342300004
dc.identifier.eidScopus2-s2.0-85160999837
dc.identifier.obd632677
dc.identifier.pubmed37286952
dc.subject.rivPrimary30000::30200::30201
dcterms.isPartOf.nameBMC Cardiovascular Disorders
dcterms.isPartOf.issn1471-2261
dcterms.isPartOf.journalYear2023
dcterms.isPartOf.journalVolume23
dcterms.isPartOf.journalIssueJune
uk.faculty.primaryId110
uk.faculty.primaryName3. lékařská fakultacs
uk.faculty.primaryNameThird Faculty of Medicineen
uk.department.primaryId110
uk.department.primaryName3. lékařská fakultacs
uk.department.primaryNameThird Faculty of Medicineen
uk.department.secondaryId634
uk.department.secondaryId566
uk.department.secondaryId626
uk.department.secondaryNameKardiologická klinika 3. LF UK a FNKVcs
uk.department.secondaryNameDepartment of Cardiology 3FM CU and UHKVen
uk.department.secondaryNameÚstav lékařské biofyziky a lékařské informatiky 3. LF UKcs
uk.department.secondaryNameDepartment of Medical Biophysics and Informatics 3FM CUen
uk.department.secondaryNameKardiochirurgická klinika 3. LF UK a FNKVcs
uk.department.secondaryNameDepartment of Cardiac Surgery 3FM CU and UHKVen
dc.type.obdHierarchyCsČLÁNEK V ČASOPISU::článek v časopisu::původní článekcs
dc.type.obdHierarchyEnJOURNAL ARTICLE::journal article::original articleen
dc.type.obdHierarchyCode73::152::206en
uk.displayTitlePrediction of post-operative atrial fibrillation in patients after cardiac surgery using heart rate variabilityen


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