TY - JOUR
T1 - Heart rate variability during wakefulness reflects sleep apnea indicators but remains context-dependent
AU - Balali, Paniz
AU - Omari, Ghita
AU - Hossein, Amin
AU - Abdessater, Elza
AU - Batonon, Celia
AU - Hagson, Hannes
AU - Wacquier, Benjamin
AU - Varon, Carolina
AU - van den Berg, Nicholas H.
AU - Van Cutsem, Jeroen
AU - Van Puyvelde, Martine
AU - Furian, Michael
AU - Verges, Samuel
AU - Maggioni, Martina Anna
AU - Caiani, Enrico Gianluca
AU - Debeir, Olivier
AU - Hein, Matthieu
AU - van de Borne, Philippe
AU - Pattyn, Nathalie
AU - Faoro, Vitalie
AU - Rabineau, Jeremy
N1 - Publisher Copyright:
Copyright © 2026 Balali, Omari, Hossein, Abdessater, Batonon, Hagson, Wacquier, Varon, van den Berg, Van Cutsem, Van Puyvelde, Furian, Verges, Maggioni, Caiani, Debeir, Hein, van de Borne, Pattyn, Faoro and Rabineau.
PY - 2026/3
Y1 - 2026/3
N2 - Sleep-disordered breathing (SDB), particularly obstructive sleep apnea (OSA), is a major public health issue linked to cardiovascular morbidity and mortality. While polysomnography (PSG) remains the diagnostic gold standard, its complexity and cost limit widespread use. Heart rate variability (HRV) has emerged as a promising non-invasive alternative for assessing autonomic dysregulation associated with SDB, even when measured outside sleep periods. However, its reliability in extreme settings remains unclear. This study investigates whether time-domain HRV parameters measured during wakefulness reflect nocturnal SDB severity across two populations: 11 healthy men exposed to prolonged high-altitude hypoxia during a one-year stay at the Antarctic Concordia station (equivalent to ~3, 800 m) and 35 clinically suspected OSA men. HRV metrics were compared against the apnea-hypopnea index (AHI) and pulse oximetry-derived respiratory indices. In the clinical group, HRV showed significant associations with OSA severity, including a negative correlation between root mean square of successive differences (RMSSD) and AHI (r = -0.524, p = 0.001) and a positive correlation between RMSSD and mean nocturnal oxygen saturation (SpO2) (r = 0.703, p < 0.001). In the high-altitude group, weaker but significant longitudinal associations were observed only in nights without PSG recordings, including correlations between RMSSD and SpO2 (r = 0.339, p = 0.016), and between deceleration capacity and SpO2 (r = -0.200, p = 0.009). While HRV may not serve as a definitive diagnostic marker, it could function as an early indicator of physiological stress and potential SDB, particularly in resource-limited or controlled environments. These findings underscore the need for context-specific validation of HRV-based screening tools prior to clinical implementation.
AB - Sleep-disordered breathing (SDB), particularly obstructive sleep apnea (OSA), is a major public health issue linked to cardiovascular morbidity and mortality. While polysomnography (PSG) remains the diagnostic gold standard, its complexity and cost limit widespread use. Heart rate variability (HRV) has emerged as a promising non-invasive alternative for assessing autonomic dysregulation associated with SDB, even when measured outside sleep periods. However, its reliability in extreme settings remains unclear. This study investigates whether time-domain HRV parameters measured during wakefulness reflect nocturnal SDB severity across two populations: 11 healthy men exposed to prolonged high-altitude hypoxia during a one-year stay at the Antarctic Concordia station (equivalent to ~3, 800 m) and 35 clinically suspected OSA men. HRV metrics were compared against the apnea-hypopnea index (AHI) and pulse oximetry-derived respiratory indices. In the clinical group, HRV showed significant associations with OSA severity, including a negative correlation between root mean square of successive differences (RMSSD) and AHI (r = -0.524, p = 0.001) and a positive correlation between RMSSD and mean nocturnal oxygen saturation (SpO2) (r = 0.703, p < 0.001). In the high-altitude group, weaker but significant longitudinal associations were observed only in nights without PSG recordings, including correlations between RMSSD and SpO2 (r = 0.339, p = 0.016), and between deceleration capacity and SpO2 (r = -0.200, p = 0.009). While HRV may not serve as a definitive diagnostic marker, it could function as an early indicator of physiological stress and potential SDB, particularly in resource-limited or controlled environments. These findings underscore the need for context-specific validation of HRV-based screening tools prior to clinical implementation.
KW - QT variability
KW - autonomic regulation
KW - extreme environments
KW - hypobaric hypoxia
KW - non-invasive screening
UR - https://www.scopus.com/pages/publications/105039118935
U2 - 10.3389/fphys.2026.1793057
DO - 10.3389/fphys.2026.1793057
M3 - Article
AN - SCOPUS:105039118935
SN - 1664-042X
VL - 17
JO - Frontiers in Physiology
JF - Frontiers in Physiology
M1 - 1793057
ER -