Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/49201
Title: High heart rate peaks from chest-strap recordings in athletes: prevalence, characteristics, and clinical relevance
Authors: Buyck, Christophe
DELPIRE, Boris 
Dausin, Christophe
Vermunicht, Paulien
DESTEGHE, Lien 
BEKHUIS, Youri 
PAUWELS, Rik 
DE PAEPE, Jarne 
Ruiz-Carmona, Sergio
La Gerche, Andre
Willems , Rik
CLAESSEN, Guido 
HEIDBUCHEL, Hein 
Issue Date: 2026
Publisher: OXFORD UNIV PRESS
Source: European Journal of Preventive Cardiology,
Status: Early view
Abstract: Aims This study aims to evaluate the prevalence, morphology, and clinical relevance of transient, extreme heart rate (HR) spikes on heart rate monitors (HRMs) in endurance athletes. Methods and results Heart rate monitor training sessions (n = 57 282) from 251 endurance athletes (167 Pro@Heart; 84 Master@Heart), were analysed. Individual physiological maximal HR (HRmax(Tan)) was determined using the kernel density of peak HR values. Extreme HR events were defined as sessions exceeding this limit (HRmax(HRM)). Tracings were visually classified; paroxysmal spikes were considered to be potential tachyarrhythmia. Incidence was estimated with Kaplan-Meier analysis. Demographic, training, and device predictors were tested with a generalized linear mixed model (GLMM). Clinical and Holter data were reviewed for arrhythmia documentation. Extreme HR values occurred in 1.0% of sessions across 133 athletes (53.0%). Paroxysmal spikes represented 28.1% of cases and occurred in 0.27% of sessions and 23.9% of athletes, cumulative incidence was 33.8% (95% confidence interval [CI], 26.1-41.4%) after 291 sessions. The GLMM identified no significant predictors. Paroxysmal spikes were observed in 71.4% of athletes (10/14) with arrhythmia vs. 21.1% without (50/237) (P < 0.001). Nearly all HRmax(HRM) spikes preceded Holter-documented arrhythmias. Conclusion Many characteristics point to true arrhythmias as the cause of HRmax(HRM) recordings with paroxysmal spike morphology: they are rare, do not occur randomly across athletes, and cosegregate with clinically documented arrhythmias. Whether they represent malignant arrhythmias or an extreme athletic cardiac phenotype remains to be determined and is relevant to the role of HRMs as surveillance tools. HRmax(HRM) tracings with spike morphology should not be dismissed as artefact but require work-up to determine clinical relevance. [GRAPHICS] .
Notes: Buyck, C (corresponding author), Univ Antwerp, Res Grp Cardiovasc Dis, Prinsstr 13, B-2000 Antwerp, Belgium.; Buyck, C (corresponding author), Antwerp Univ Hosp, Dept Cardiol, Drie Eikenstr 655, B-2650 Antwerp, Belgium.
christophe.buyck@uantwerpen.be
Keywords: Exercise;Heart rate;Wearable electronic devices;Heart rate monitors;Chest-straps;Arrhythmias;Athletes;Sports cardiology
Document URI: http://hdl.handle.net/1942/49201
ISSN: 2047-4873
e-ISSN: 2047-4881
DOI: 10.1093/eurjpc/zwag232
ISI #: 001765289200001
Rights: The Author(s) 2026. Published by Oxford University Press on behalf of the European Society of Cardiology. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
Category: A1
Type: Journal Contribution
Appears in Collections:Research publications

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