ArticleNPJ digital medicine2023
Association of accelerometer-derived circadian abnormalities and genetic risk with incidence of atrial fibrillation.
Article in NPJ digital medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07641582 (Development of an Atrial Fibrillation Prediction Model Using Polygenic Risk Score), which is not on this map. Cited by 14 papers.
What it found
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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.
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.
Development of an Atrial Fibrillation Prediction Model Using Polygenic Risk Score: A Prospective Cohort Study
Who cites it
14 citing papers in PubMed, 18 citations in OpenAlex.
- Longitudinal digital phenotyping of activity rhythms and biological aging using commercial wearables.Nature communications · 2026Article
- From Working to Retirement-Age: How Sleep Duration Is Related to Atrial Fibrillation Using 1-Week Holter-Electrocardiogram With Accelerometry.Circulation reports · 2026Article
- Accelerometer-derived rest-activity rhythms, genetic risk, and chronic inflammatory markers and the risk of abdominal aortic aneurysm.Frontiers in public health · 2026Article
- ANGPTL2 and CP define complementary circadian-associated signals in atrial fibrillation: integrative transcriptomics and external validation.Frontiers in cell and developmental biology · 2026Article
- Accelerometer-Derived Rest-Activity Rhythm Amplitude, Genetic Predisposition, and the Risk of Ischemic Heart Disease: Observational and Mendelian Randomization Study.Journal of medical Internet research · 2025Observational
- Regular sleep patterns, not just duration, critical for mental health: association of accelerometer-derived sleep regularity with incident depression and anxiety.Psychological medicine · 2025Article
- Health risks and genetic architecture of objectively measured multidimensional sleep health.Nature communications · 2025Article
- [Association of Rest-Activity Rhythm With the Risk of Rheumatoid Arthritis and Effect Modification by Genetic Susceptibility].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2025Article
- Smoking timing, genetic susceptibility, and the risk of incident atrial fibrillation: a large prospective cohort study.European journal of preventive cardiology · 2024Article
- Deep behavioural representation learning reveals risk profiles for malignant ventricular arrhythmias.NPJ digital medicine · 2024Article
- The Bitemporal Lens Model-toward a holistic approach to chronic disease prevention with digital biomarkers.JAMIA open · 2024Review
- Associations between accelerometer-measured circadian rest-activity rhythm, brain structural and genetic mechanisms, and dementia.Psychiatry and clinical neurosciences · 2024Article
- Circadian rhythm analysis using wearable-based accelerometry as a digital biomarker of aging and healthspan.NPJ digital medicine · 2024Article
- Circadian Rhythm and the Risk of Cardiovascular Diseases: Genetic Evidence.Aging and disease · 2023Article
Corrections and comments
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Authors and funding
12 authors at 6 institutions in 4 countries.
Funding
Abstract
Evidence suggests potential links between circadian rhythm and atrial fibrillation (AF). However, whether circadian disruption can predict the onset of AF in the general population remains largely unknown. We aim to investigate the association of accelerometer-measured circadian rest-activity rhythm (CRAR, the most prominent circadian rhythm in humans) with the risk of AF, and examine joint associations and potential interactions of CRAR and genetic susceptibility with AF incidence. We include 62,927 white British participants of UK Biobank without AF at baseline. CRAR characteristics, including amplitude (strength), acrophase (timing of peak activity), pseudo-F (robustness), and mesor (height), are derived by applying an extended cosine model. Genetic risk is assessed with polygenic risk scores. The outcome is the incidence of AF. During a median follow-up of 6.16 years, 1920 participants developed AF. Low amplitude [hazard ratio (HR): 1.41, 95% confidence interval (CI): 1.25-1.58], delayed acrophase (HR: 1.24, 95% CI: 1.10-1.39), and low mesor (HR: 1.36, 95% CI: 1.21-1.52), but not low pseudo-F, are significantly associated with a higher risk of AF. No significant interactions between CRAR characteristics and genetic risk are observed. Joint association analyses reveal that participants with unfavourable CRAR characteristics and high genetic risk yield the highest risk of incident AF. These associations are robust after controlling for multiple testing and in a series of sensitivity analyses. Accelerometer-measured CRAR abnormalities, characterized by decreased strength and height, and later timing of peak activity of circadian rhythm, are associated with a higher risk of AF in the general population.
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What OpenQuestion holds
Registered trials
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.