ArticleJournal of sleep research2026
Night-To-Night Variability in Sleep Apnea Is Associated With Persistence and Burden of Device-Detected Atrial Fibrillation.
Article in Journal of sleep research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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.
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Who cites it
2 citing papers in PubMed.
- Zero burden multi night monitoring with AI enabled technology reduces obstructive sleep apnea misdiagnosis.NPJ digital medicine · 2026Article
- Article
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Authors and funding
11 authors.
Funding
Abstract
Using pacemaker-derived thoracic impedance monitoring, sleep apnea severity and its night-to-night variability can be continuously tracked in patients with implanted cardiac devices. In the prospective ACaSA study, 171 pacemaker patients without permanent atrial fibrillation at baseline were followed for a median of 539 days. During an initial 28-night run-in period free of atrial fibrillation, baseline night-to-night variability of the respiratory disturbance index (RDI) was quantified as the coefficient of variation. Patients were subsequently monitored for the onset of persistent device-detected atrial fibrillation (DDAF, ≥ 7 days) and cumulative DDAF burden. Median RDI variability was 38.7% (IQR 29.9%-47.6%), and 35 patients (20.5%) had high variability (≥ 50%). Over follow-up, 17 patients (9.9%) developed persistent DDAF. Each 10% increase in RDI variability was associated with a significantly higher risk of persistent DDAF (adjusted HR 1.89, 95% CI 1.26-2.84; p = 0.002). Patients with high variability also carried a greater cumulative DDAF burden compared to those with low variability (9.6% vs. 1.9%, p = 0.016). These results suggest that the dynamic instability of sleep apnea, reflected by night-to-night variability, is associated with DDAF persistence and burden. Continuous long-term monitoring through pacemaker systems offers a novel approach for risk stratification and may open opportunities for more personalised management strategies.
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Registered trials
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