ArticleJournal of the American Heart Association2021
Resting Heartbeat Complexity Predicts All-Cause and Cardiorespiratory Mortality in Middle- to Older-Aged Adults From the UK Biobank.
Article in Journal of the American Heart Association, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Daytime eating during simulated night work mitigates changes in cardiovascular risk factors: secondary analyses of a randomized controlled trial.Nature communications · 2025Trial
- Associations between polygenic risk scores for Alzheimer's disease and postoperative delirium risk.Journal of Alzheimer's disease : JAD · 2026Article
- Heart rate response and recovery during exercise and dementia risk: a prospective UK biobank study.Scientific reports · 2025Article
- Psychosocial stress and cardiovascular disease.American journal of preventive cardiology · 2025Review
- Reduced Complexity of Pulse Rate Is Associated With Faster Cognitive Decline in Older Adults.Journal of the American Heart Association · 2025Article
- Article
- Associations of Rest-Activity Rhythm Disturbances With Stroke Risk and Poststroke Adverse Outcomes.Journal of the American Heart Association · 2024Article
- Stress and cardiovascular disease: an update.Nature reviews. Cardiology · 2024Review
- Association of Rest-Activity Rhythm and Risk of Developing Dementia or Mild Cognitive Impairment in the Middle-Aged and Older Population: Prospective Cohort Study.JMIR public health and surveillance · 2024Article
- Heart Rate Variability, Deceleration Capacity of Heart Rate, and Death: A Veteran Twins Study.Journal of the American Heart Association · 2024Article
- An Interpretable Population Graph Network to Identify Rapid Progression of Alzheimer's Disease Using UK Biobank.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024Article
- Associations Between Depression Symptom Burden and Delirium Risk: A Prospective Cohort Study.Innovation in aging · 2024Article
- Associations between depression symptom burden and delirium risk: a prospective cohort study.medRxiv : the preprint server for health sciences · 2023Article
- Sleep behavior traits and associations with opioid-related adverse events: a cohort study.Sleep · 2023Article
- Heart rate response and recovery during exercise predict future delirium risk-A prospective cohort study in middle- to older-aged adults.Journal of sport and health science · 2023Article
- Sample, Fuzzy and Distribution Entropies of Heart Rate Variability: What Do They Tell Us on Cardiovascular Complexity?Entropy (Basel, Switzerland) · 2023Article
- Association of Poor Sleep Burden in Middle Age and Older Adults With Risk for Delirium During Hospitalization.The journals of gerontology. Series A, Biological sciences and medical sciences · 2022Article
- Resting Heartbeat Complexity Predicts All-Cause and Cardiorespiratory Mortality in Middle- to Older-Aged Adults From the UK Biobank.Journal of the American Heart Association · 2021Article
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Authors and funding
11 authors.
Funding
Abstract
Background Spontaneous heart rate fluctuations contain rich information related to health and illness in terms of physiological complexity, an accepted indicator of plasticity and adaptability. However, it is challenging to make inferences on complexity from shorter, more practical epochs of data. Distribution entropy (DistEn) is a recently introduced complexity measure that is designed specifically for shorter duration heartbeat recordings. We hypothesized that reduced DistEn predicted increased mortality in a large population cohort. Method and Results The prognostic value of DistEn was examined in 7631 middle-older-aged UK Biobank participants who had 2-minute resting ECGs conducted (mean age, 59.5 years; 60.4% women). During a median follow-up period of 7.8 years, 451 (5.9%) participants died. In Cox proportional hazards models with adjustment for demographics, lifestyle factors, physical activity, cardiovascular risks, and comorbidities, for each 1-SD decrease in DistEn, the risk increased by 36%, 56%, and 73% for all-cause, cardiovascular, and respiratory disease-related mortality, respectively. These effect sizes were equivalent to the risk of death from being >5 years older, having been a former smoker, or having diabetes mellitus. Lower DistEn was most predictive of death in those <55 years with a prior myocardial infarction, representing an additional 56% risk for mortality compared with older participants without prior myocardial infarction. These observations remained after controlling for traditional mortality predictors, resting heart rate, and heart rate variability. Conclusions Resting heartbeat complexity from short, resting ECGs was independently associated with mortality in middle- to older-aged adults. These risks appear most pronounced in middle-aged participants with prior MI, and may uniquely contribute to mortality risk screening.
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