ArticleReviews in cardiovascular medicine2025
Autonomic Nervous System Activity before Atrial Fibrillation Onset as Assessed by Heart Rate Variability.
Article in Reviews in cardiovascular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Autonomic Nervous Dysfunction and Ultra-Short-Term Heart Rate Variability in Atrial Fibrillation: Recent Advances in Early Detection.Journal of cardiovascular development and disease · 2026Review
- Patient-reported effectiveness of strategies to convert paroxysmal atrial fibrillation to sinus rhythm in the home setting - a community-based participatory research approach.BMC cardiovascular disorders · 2026Article
- Heart Rate Variability Nomogram Predicts Atrial Fibrillation in Patients with Moderate to High Burden of Premature Ventricular Complexes.Medicina (Kaunas, Lithuania) · 2026Article
- Interpretable machine learning to predict NOAF in ICU patients with CKD: validation in US and Chinese cohorts.Frontiers in medicine · 2026Article
- Association of C₂HEST Score and New-Onset Atrial Fibrillation in Patients with Non-ST-Segment Elevation Myocardial Infarction.Medical science monitor : international medical journal of experimental and clinical research · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Neuromodulation has been shown to increase the efficacy of atrial fibrillation (AF) ablation procedures. However, despite its ability to influence the autonomic nervous system (ANS), the exact mechanism of action remains unclear. The activity of the ANS via the intracardiac nervous system (ICNS) can be inferred from heart rate variability (HRV). Therefore, this study aims to investigate the significance of changes in the ICNS prior to the onset of AF by analyzing the evolution of HRV in a large new cohort of patients. Methods: We selected and annotated recordings with AF and atrial flutter from our database of 95,871 Holter recordings. Each recording included both sinus rhythm and one or more AF episodes. We computed parameters estimating parasympathetic activity (root mean square of successive RR interval differences (RMSSD) and percentage of successive RR intervals that differ by more than 50 ms (pNN50)), as well as HRV frequential parameters a few minutes before AF onset. To allow a minute-by-minute assessment of the parameter changes, we computed their values over 5-minute sliding windows, starting at 35 minutes before AF onset. Results: The mean age of the whole group of patients was 71.1 ± 11.3 years (range 35-99), the total number of episodes was 1319 on 623 recordings from 570 patients, with an average of 2.1 ± 2.2 episodes per recording (range 1-17) and 2.3 ± 2.6 episodes per patient (range 1-21). The proportion of premature atrial contractions (PACs) increased from 4.8 ± 0.3%, 35 minutes before the onset of AF to 8.3 ± 0.4%, 5 minutes before the AF episode. We measured a statistically significant increase in very-low-frequency (VLF), low-frequency (LF), high-frequency (HF), RMSSD and pNN50 between 35 minutes and 5 minutes before AF onset. Conclusions: Our data suggest that a significant short-term increase in vagal activity precedes most AF events. Dynamic changes in HRV parameters could be considered when determining the optimal neuromodulation strategies.
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