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Estimation of atrial fibrillation burden as a function of monitoring time without atrial fibrillation

Johnson, Linda S LU ; McIntyre, William F ; Edegran, Albin LU ; Andrade, Jason G ; Benz, Alexander P ; Glotzer, Taya ; Healey, Jeffrey S and Svennberg, Emma (2026) In Heart Rhythm 23(8). p.1726-1731
Abstract

BACKGROUND: Atrial fibrillation (AF) burden is associated with adverse outcomes; in some patients, very low AF burden may not be actionable.

OBJECTIVE: This study aimed to model AF burden as a function of monitoring time without AF.

METHODS: We included 11,639 US patients (median age 62 years [interquartile range 46‒73], 40.6% male) without permanent/persistent AF, monitored for ≥14 days in 2021 with the PocketECG device (MEDICALgorithmics). The overall 14-day AF burden was modeled as a function of monitoring duration without AF episodes lasting ≥30 seconds to <6 minutes, ≥6 minutes to 1 hour, and ≥1 hour. Results are presented as 95th percentiles of AF burden. Confidence intervals (CIs) were bootstrapped with 10,000... (More)

BACKGROUND: Atrial fibrillation (AF) burden is associated with adverse outcomes; in some patients, very low AF burden may not be actionable.

OBJECTIVE: This study aimed to model AF burden as a function of monitoring time without AF.

METHODS: We included 11,639 US patients (median age 62 years [interquartile range 46‒73], 40.6% male) without permanent/persistent AF, monitored for ≥14 days in 2021 with the PocketECG device (MEDICALgorithmics). The overall 14-day AF burden was modeled as a function of monitoring duration without AF episodes lasting ≥30 seconds to <6 minutes, ≥6 minutes to 1 hour, and ≥1 hour. Results are presented as 95th percentiles of AF burden. Confidence intervals (CIs) were bootstrapped with 10,000 replications.

RESULTS: AF with a median burden of 2.6% (interquartile range 0.00‒0.13) was detected in 1186 patients (10.4%), of whom 985 had ≥1 episode ≥6 minutes, and 769 had ≥1 episode ≥1 hour. AF burden decreased rapidly with increasing monitoring time without AF. After 3 days, the 95th percentile of AF burden was 0.00% (95% CI 0.00%‒0.00%) in patients without any ≥30-second episodes, 0.008% (95% CI 0.00%‒0.02%) without any ≥6-minute episodes, and 0.08% (95% CI 0.03%‒0.18%) without any ≥1-hour episodes. The probability of an AF burden ≥0.1% after 3 days without ≥30 seconds AF was 3.1% (95% CI 2.7%‒3.4%).

CONCLUSION: Monitoring time without AF can be used to predict 14-day AF burden and rule out AF burdens above certain thresholds. In this unselected patient sample, 3 days of monitoring without AF episodes ≥30 seconds exclude AF burdens ≥0.1% in 97% of patients.

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author
; ; ; ; ; ; and
organization
publishing date
type
Contribution to journal
publication status
published
subject
keywords
Humans, Atrial Fibrillation/physiopathology, Middle Aged, Male, Female, Electrocardiography, Ambulatory/methods, Time Factors, Aged, Heart Rate/physiology, Follow-Up Studies, United States/epidemiology
in
Heart Rhythm
volume
23
issue
8
pages
1726 - 1731
publisher
Elsevier
external identifiers
  • pmid:41956269
  • scopus:105046278850
ISSN
1547-5271
DOI
10.1016/j.hrthm.2026.03.1955
language
English
LU publication?
yes
additional info
Copyright © 2026 Heart Rhythm Society. Published by Elsevier Inc. All rights reserved.
id
8e532614-cd78-4b7f-8bcd-7bc8138483c5
date added to LUP
2026-08-25 09:27:36
date last changed
2026-08-26 04:01:07
@article{8e532614-cd78-4b7f-8bcd-7bc8138483c5,
  abstract     = {{<p>BACKGROUND: Atrial fibrillation (AF) burden is associated with adverse outcomes; in some patients, very low AF burden may not be actionable.</p><p>OBJECTIVE: This study aimed to model AF burden as a function of monitoring time without AF.</p><p>METHODS: We included 11,639 US patients (median age 62 years [interquartile range 46‒73], 40.6% male) without permanent/persistent AF, monitored for ≥14 days in 2021 with the PocketECG device (MEDICALgorithmics). The overall 14-day AF burden was modeled as a function of monitoring duration without AF episodes lasting ≥30 seconds to &lt;6 minutes, ≥6 minutes to 1 hour, and ≥1 hour. Results are presented as 95th percentiles of AF burden. Confidence intervals (CIs) were bootstrapped with 10,000 replications.</p><p>RESULTS: AF with a median burden of 2.6% (interquartile range 0.00‒0.13) was detected in 1186 patients (10.4%), of whom 985 had ≥1 episode ≥6 minutes, and 769 had ≥1 episode ≥1 hour. AF burden decreased rapidly with increasing monitoring time without AF. After 3 days, the 95th percentile of AF burden was 0.00% (95% CI 0.00%‒0.00%) in patients without any ≥30-second episodes, 0.008% (95% CI 0.00%‒0.02%) without any ≥6-minute episodes, and 0.08% (95% CI 0.03%‒0.18%) without any ≥1-hour episodes. The probability of an AF burden ≥0.1% after 3 days without ≥30 seconds AF was 3.1% (95% CI 2.7%‒3.4%).</p><p>CONCLUSION: Monitoring time without AF can be used to predict 14-day AF burden and rule out AF burdens above certain thresholds. In this unselected patient sample, 3 days of monitoring without AF episodes ≥30 seconds exclude AF burdens ≥0.1% in 97% of patients.</p>}},
  author       = {{Johnson, Linda S and McIntyre, William F and Edegran, Albin and Andrade, Jason G and Benz, Alexander P and Glotzer, Taya and Healey, Jeffrey S and Svennberg, Emma}},
  issn         = {{1547-5271}},
  keywords     = {{Humans; Atrial Fibrillation/physiopathology; Middle Aged; Male; Female; Electrocardiography, Ambulatory/methods; Time Factors; Aged; Heart Rate/physiology; Follow-Up Studies; United States/epidemiology}},
  language     = {{eng}},
  number       = {{8}},
  pages        = {{1726--1731}},
  publisher    = {{Elsevier}},
  series       = {{Heart Rhythm}},
  title        = {{Estimation of atrial fibrillation burden as a function of monitoring time without atrial fibrillation}},
  url          = {{http://dx.doi.org/10.1016/j.hrthm.2026.03.1955}},
  doi          = {{10.1016/j.hrthm.2026.03.1955}},
  volume       = {{23}},
  year         = {{2026}},
}