ArticleJournal of the American College of Cardiology2017
Cardiac Autonomic Dysfunction and Incidence of Atrial Fibrillation: Results From 20 Years Follow-Up.
Article in Journal of the American College of Cardiology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 98 papers, 3 of them syntheses that pooled it.
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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.
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Who cites it
98 citing papers in PubMed, 3 syntheses or guidelines pooled it, 157 citations in OpenAlex.
- Heart rate variability in mental disorders: an umbrella review of meta-analyses.Translational psychiatry · 2025Pooled it
- A systematic review and meta-analysis of cohort studies on the potential association between NAFLD/MAFLD and risk of incident atrial fibrillation.Frontiers in endocrinology · 2023Pooled it
- Prognostic value of heart rate variability in atrial fibrillation recurrence following catheter ablation: A systematic review and meta-analysis.Frontiers in cardiovascular medicine · 2022Pooled it
- Effect of an intensive lifestyle intervention on the structural and functional substrate for atrial fibrillation in people with metabolic syndrome.European journal of preventive cardiology · 2024Trial
- A randomized clinical trial of omega-3 fatty acid and vitamin D supplementation on electrocardiographic risk profiles.Scientific reports · 2023Trial
- Baroreflex Sensitivity in Patients With Atrial Fibrillation.Journal of the American Heart Association · 2020Trial
- Analysis of autonomic outcomes in APOLLO, a phase III trial of the RNAi therapeutic patisiran in patients with hereditary transthyretin-mediated amyloidosis.Journal of neurology · 2020Trial
- Relationship between Positional Obstructive Sleep Apnea and Excessive Daytime Sleepiness in Patients with Atrial Fibrillation.Sleep and biological rhythms · 2026Article
- The Pathophysiological Interrelationship Between Metabolic Dysfunction-Associated Steatotic Liver Disease and Cardiovascular Disease.Antioxidants (Basel, Switzerland) · 2026Review
- Atrial cardiomyopathy as a multidomain disease: longitudinal evidence for autonomic remodelling.Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology · 2026Article
- Shining Light on Dysautonomia: The Role of Vitamin D in Cardiac Autonomic Regulation.Current nutrition reports · 2026Review
- Association Between Cardiac Acceleration Capacity and Susceptibility to Vasovagal Syncope: Autonomic Dysregulation in Vasovagal Syncope.JACC. Asia · 2026Article
- Molecular Diversity and Functional Implications of Mammalian Choline Acetyltransferases in Neuronal and Non-Neuronal Cells.International journal of molecular sciences · 2026Review
- From Beat to Risk: How Heart Rate Variability Predicts Arrhythmias in Type 2 Diabetes.Life (Basel, Switzerland) · 2026Review
- Cardiac autonomic function in elderly patients with and without atrial fibrillation.European heart journal open · 2026Article
- Lifestyle modification in atrial fibrillation: Mechanisms, phenotypes and ablation outcomes.Experimental physiology · 2026Review
- Hypoglycaemia and Cardiac Arrhythmias in Type 1 Diabetes Mellitus: A Mechanistic Review.Journal of personalized medicine · 2026Review
- Heart rate variability in patients with atrial fibrillation of sinus rhythm or atrial fibrillation: chaos or merit?Annals of medicine · 2025Review
- Short-term atrial fibrillation onset prediction using machine learning.European heart journal. Digital health · 2025Article
- Autonomic dysregulation and atrial arrhythmias.American journal of physiology. Cell physiology · 2025Review
38 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
10 authors at 7 institutions in 1 country.
Funding
Abstract
backgroundCardiac autonomic perturbations frequently antecede onset of paroxysmal atrial fibrillation (AF). Interventions that influence autonomic inputs to myocardium may prevent AF. However, whether low heart rate or heart rate variability (HRV), which are noninvasive measures of cardiac autonomic dysfunction, are associated with AF incidence is unclear.
objectivesThis study sought to study the association between HRV and risk of AF.
methodsThis study included 11,715 middle-aged adults in the ARIC (Atherosclerosis Risk In Communities) cohort with heart rate and HRV measures obtained from 2-min electrocardiogram recordings performed at baseline (1987 to 1989). These measures included SD of normal-to-normal RR intervals, high-frequency (HF) (0.15 to 0.40 Hz), low-frequency (0.04 to 0.15 Hz), and the low-frequency/HF ratio (denoting a greater sympathetic to parasympathetic dominance). Incident AF cases were ascertained by electrocardiogram at ARIC follow-up visits, hospital discharge diagnosis, or death certificates through 2011.
resultsDuring an average follow-up of 19.4 years, 1,580 or 13.5% of participants developed AF. A baseline heart rate <60 beats/min was associated modestly with an increased risk of AF. Lower overall HRV as well as increased sympathetic/parasympathetic tone were associated independently with a higher risk of AF; the hazard ratio for each 1 SD lower SD of normal-to-normal RR intervals was 1.14 (95% confidence interval: 1.08 to 1.21), for HF was 1.12 (95% confidence interval: 1.06 to 1.17), and for low frequency/HF was 1.08 (95% confidence interval: 1.03 to 1.14).
conclusionsCardiac autonomic dysfunction denoted by low resting short-term HRV was associated with higher AF incidence. A low heart rate may be associated with higher AF risk. Further studies are needed to determine whether interventions in the general population to restore autonomic balance may prevent AF.
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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.