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dc.contributor.authorOrini, Men_US
dc.contributor.authorvan Duijvenboden, Sen_US
dc.contributor.authorYoung, WJen_US
dc.contributor.authorRamírez, Jen_US
dc.contributor.authorJones, ARen_US
dc.contributor.authorHughes, ADen_US
dc.contributor.authorTinker, Aen_US
dc.contributor.authorMunroe, PBen_US
dc.contributor.authorLambiase, PDen_US
dc.date.accessioned2023-11-16T15:47:25Z
dc.date.available2023-10-26en_US
dc.date.issued2023-11-03en_US
dc.identifier.urihttps://qmro.qmul.ac.uk/xmlui/handle/123456789/92007
dc.description.abstractHeart rate variability (HRV) is a cardiac autonomic marker with predictive value in cardiac patients. Ultra-short HRV (usHRV) can be measured at scale using standard and wearable ECGs, but its association with cardiovascular events in the general population is undetermined. We aimed to validate usHRV measured using ≤ 15-s ECGs (using RMSSD, SDSD and PHF indices) and investigate its association with atrial fibrillation, major adverse cardiac events, stroke and mortality in individuals without cardiovascular disease. In the National Survey for Health and Development (n = 1337 participants), agreement between 15-s and 6-min HRV, assessed with correlation analysis and Bland-Altman plots, was very good for RMSSD and SDSD and good for PHF. In the UK Biobank (n = 51,628 participants, 64% male, median age 58), after a median follow-up of 11.5 (11.4-11.7) years, incidence of outcomes ranged between 1.7% and 4.3%. Non-linear Cox regression analysis showed that reduced usHRV from 15-, 10- and 5-s ECGs was associated with all outcomes. Individuals with low usHRV (< 20th percentile) had hazard ratios for outcomes between 1.16 and 1.29, p < 0.05, with respect to the reference group. In conclusion, usHRV from ≤ 15-s ECGs correlates with standard short-term HRV and predicts increased risk of cardiovascular events in a large population-representative cohort.en_US
dc.format.extent18966 - ?en_US
dc.languageengen_US
dc.relation.ispartofSci Repen_US
dc.rightsAttribution 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/us/*
dc.titleLong-term association of ultra-short heart rate variability with cardiovascular events.en_US
dc.typeArticle
dc.identifier.doi10.1038/s41598-023-45988-2en_US
pubs.author-urlhttps://www.ncbi.nlm.nih.gov/pubmed/37923787en_US
pubs.issue1en_US
pubs.notesNot knownen_US
pubs.publication-statusPublished onlineen_US
pubs.volume13en_US
dcterms.dateAccepted2023-10-26en_US
qmul.funderThe genetic architecture of heart rate and the electrocardiogram at rest and during exercise::Medical Research Councilen_US
qmul.funderThe genetic architecture of heart rate and the electrocardiogram at rest and during exercise::Medical Research Councilen_US


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Attribution 3.0 United States
Except where otherwise noted, this item's license is described as Attribution 3.0 United States