Evidence map›Paper›PMID 33461311›Full record

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.

Lei Gao, Arlen Gaba, Longchang Cui, Hui-Wen Yang, Richa Saxena, Frank A J L Scheer, Oluwaseun Akeju, Martin K Rutter, Men-Tzung Lo, Kun Hu and 1 more

Abstract readMulticenter Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Psychosocial stress and cardiovascular disease.American journal of preventive cardiology · 2025
    Review
  5. Article
  6. Article
  7. Article
  8. Stress and cardiovascular disease: an update.Nature reviews. Cardiology · 2024
    Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. 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 · 2022
    Article
  18. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Lei GaoDepartment of Anesthesia Critical Care and Pain Medicine Massachusetts General HospitalHarvard Medical School Boston MA.
Arlen GabaMedical Biodynamics Program Brigham and Women's Hospital Boston MA.
Longchang CuiMedical Biodynamics Program Brigham and Women's Hospital Boston MA.
Hui-Wen YangMedical Biodynamics Program Brigham and Women's Hospital Boston MA.
Richa SaxenaDepartment of Anesthesia Critical Care and Pain Medicine Massachusetts General HospitalHarvard Medical School Boston MA.
Frank A J L ScheerBroad Institute of MIT and Harvard Cambridge MA.
Oluwaseun AkejuDepartment of Anesthesia Critical Care and Pain Medicine Massachusetts General HospitalHarvard Medical School Boston MA.
Martin K RutterDivision of Diabetes Endocrinology & Gastroenterology The University of Manchester Manchester UK.
Men-Tzung LoInstitute of Translational and Interdisciplinary Medicine and Department of Biomedical Sciences and Engineering National Central University Taoyuan Taiwan.
Kun HuMedical Biodynamics Program Brigham and Women's Hospital Boston MA.
Peng LiMedical Biodynamics Program Brigham and Women's Hospital Boston MA.

Funding

Research Training for AnesthetistsT32GM007592 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI STUART A FORMAN · 1985 to 2026
$11.8M
Pathophysiology of postoperative delirium and the use of biomimetic sleep as a treatment strategy in the CSICUR01AG053582 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI JOHNSON-AKEJU, OLUWASEUN · 2016 to 2020
$4.0M
Integrative Motor Activity Biomarker for the Risk of Alzheimer's RiskRF1AG064312 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI HU, KUN · 2019 to 2019
$3.6M
Fractal motor activity regulation and the risk for Alzheimers disease in middle-to-old aged adultsRF1AG059867 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI HU, KUN · 2018 to 2018
$2.7M
Neuropathology for disrupted multiscale activity control in Alzheimer's diseaseR01AG048108 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI HU, KUN · 2015 to 2018
$1.6M
Circadian Multiscale Activity Regulation and the Risk for Delirium in Elderly Hospitalized PatientsR03AG067985 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI GAO, LEI · 2020 to 2021
$268k
British Heart FoundationCancer Research UKDepartment of HealthMedical Research CouncilNIA NIH HHS R01 AG048108NIA NIH HHS R01 AG053582NIA NIH HHS R03 AG067985NIA NIH HHS RF1 AG059867NIA NIH HHS RF1 AG064312NIGMS NIH HHS T32 GM007592Wellcome Trust
6 · The paper itself

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.

Indexed as

ElectrocardiographyBiological Specimen BanksCardiovascular DiseasesCause of DeathComorbidityFemaleHeart RateHumansLife StyleMaleMiddle AgedPrognosisRespiratory InsufficiencyRestRetrospective StudiesRisk Factorsautonomic nervous systemcomplexitydistribution entropymortalityresting ECG

Identifiers

PMID33461311
PMCPMC7955428

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.