Assessment of the dependence of heart rate variability on sleep patterns in adolescents

Document Type : Research Paper

Authors

1 Kazakh National Women's Teacher Training University, Almaty, Kazakhstan

2 Shymkent University, Shymkent, Kazakhstan

3 Institute of Genetics and Physiology, Almaty, Kazakhstan

10.22124/cjes.2026.10024

Abstract

Background: Sleep disturbances and irregular sleep schedules are increasingly recognized as important risk factors for autonomic nervous system function and cardiovascular health in adolescents. Heart rate variability (HRV) is a sensitive, noninvasive marker of autonomic regulation and cardiovascular adaptive capacity. Objective: To investigate the association between sleep schedule adherence and HRV parameters in adolescents. Methods: This cross-sectional observational study included 200 schoolchildren aged 15–16 years in grades 9–10 in Ust-Kamenogorsk, Kazakhstan. Sleep patterns and chronotypes were assessed using the Horne–Östberg Morningness–Eveningness Questionnaire. Based on bedtime, participants were classified into a regular sleep schedule group (n = 147) and an irregular sleep schedule group (n = 53). Heart rate variability was assessed with the VNS-Spectrum system (Neurosoft, Russia) under resting conditions and during an active orthostatic test. Time-domain, frequency-domain, and geometric HRV parameters were analyzed. Statistical analyses were conducted using IBM SPSS Statistics 25.0. Results: Adolescents with a regular sleep schedule had significantly lower heart rate and higher RRNN, SDNN, RMSSD, pNN50, total power (TP), and high-frequency (HF) values than those with an irregular sleep schedule (all p < 0.001). The LF/HF ratio and stress index (SI) were also significantly lower, indicating predominant parasympathetic activity and more effective autonomic regulation. During the orthostatic test, both groups showed physiological sympathetic activation; however, adolescents with a regular sleep schedule maintained significantly higher HRV indices, reflecting greater cardiovascular adaptive capacity. In contrast, adolescents with an irregular sleep schedule showed reduced HRV, greater sympathetic predominance, elevated stress index, and diminished autonomic functional reserves. Conclusions: A regular sleep schedule is associated with more favorable autonomic regulation, higher HRV, and greater cardiovascular adaptive capacity in adolescents. In contrast, irregular sleep patterns are associated with sympathetic predominance, reduced vagal modulation, and diminished cardiovascular functional reserve. These findings underscore the importance of sleep hygiene interventions and healthy sleep habits as preventive strategies for preserving cardiovascular health in adolescents.

Keywords


 
Babisch, W 2014, Updated exposure-response relationship between road traffic noise and coronary heart diseases: A meta-analysis. Noise & Health, 16(68): 1–9. DOI: 10.4103/1463-1741.127847.
Brosnan, B, Haszard, JJ, Meredith-Jones, KA, Wickham, S-R, Galland, BC & Taylor, RW 2024, Screen use at bedtime and sleep duration and quality among youths. JAMA Pediatrics, 178(11): 1147–1154. DOI: 10.1001/jamapediatrics.2024.2914.
Brisinda, D, Picerni, M, Fenici, P & Fenici, R 2024, Automatic calculation of the parasympathetic, sympathetic and Baevsky stress indexes provides a more comprehensive assessment of cardiac autonomic modulation. European Heart Journal, 45(Suppl 1): ehae666.3425. DOI: 10.1093/eurheartj/ehae666.3425.
Chaput, J-P et al. 2022, Sleep timing and health indicators in children and adolescents: A systematic review. Health Promotion and Chronic Disease Prevention in Canada, 42(3): 124–142. DOI: 10.24095/hpcdp.42.3.03.
Dawson, D, Galland, B, Meredith, P et al. 2024, Optimising sleep in adolescents. Australian Journal of General Practice, 53(6).
Huang, WY, Feng, J, Zheng, C et al. 2024, Associations of social jetlag with physical activity and sedentary behaviour in children and adolescents: A systematic review and meta-analysis. Journal of Sleep Research, 33(1): e13997. DOI: 10.1111/jsr.13997.
Jaspan, VN, Greenberg, GS, Parihar, S et al. 2024, The role of sleep in cardiovascular disease. Current Atherosclerosis Reports, 26: 615–629. DOI: 10.1007/s11883-024-01207-5.
Kalekeshov, AM, Kyrbassova, EA, Makashev, EE, Rizbekova, AS, Dzhunusova, AB, Parmanbekova, MKh, Kurbanova, AT, Aytzhanova, MO & Moldakaryzova, AZH 2025, Chronotype, sleep and cognitive functions in adolescents under conditions of an early start of the school day: A cross-sectional study in the city of Atyrau. Bulletin of S.D. Asfendiyarov Kazakh National Medical University, (4): 109–127. DOI: 10.53065/kaznmu.2025.75.4.004.
Kakavand, B, Tsuda, T, Centner, A, Verrier, RL, Schmidt, G & Bauer, A 2025, Comprehensive linear and nonlinear heart rate variability normative data in children. Clinical Autonomic Research, 35: 125–137. DOI: 10.1007/s10286-024-01056-x.
Kakavand, B, Tsuda, T, Centner, A et al. 2025, Comprehensive linear and nonlinear heart rate variability normative data in children. Clinical Autonomic Research, 35: 125–137. DOI: 10.1007/s10286-024-01056-x.
Kim, M, Vu, TH, Maas, MB, Braun, RI, Wolf, MS, Roenneberg, T, Reid, KJ & Zee, PC 2023, Light at night in older age is associated with obesity, diabetes, and hypertension. Sleep, 46(1): zsac130. DOI: 10.1093/sleep/zsac130.
Li, X et al. 2025, Effects of sleep deprivation on heart rate variability: A systematic review and meta-analysis of randomized controlled trials. Frontiers in Neurology. DOI: 10.3389/fneur.2025.1556784.
Liu, W, Wang, S, Gu, H & Li, R 2025, Heart rate variability, a potential assessment tool for identifying anxiety, depression, and sleep disorders in elderly individuals. Frontiers in Psychiatry, 16: 1485183. DOI: 10.3389/fpsyt.2025.1485183.
Malík, M, Vlčková, E et al. 2024, Development of autonomic heart rate modulations during childhood and adolescence. Pflügers Archiv – European Journal of Physiology. DOI: 10.1007/s00424-024-02979-0.
Mason, IC, Grimaldi, D, Reid, KJ, Warlick, CD, Malkani, RG, Abbott, SM & Zee, PC 2022, Light exposure during sleep impairs cardiometabolic function. Proceedings of the National Academy of Sciences, 119(12): e2113290119. DOI: 10.1073/pnas.2113290119.
Molcan, L, Babarikova, K, Cvikova, D, Kincelova, N, Kubincova, L & Sutovska, HM 2024, Artificial light at night suppresses the day-night cardiovascular variability: Evidence from humans and rats. Pflügers Archiv – European Journal of Physiology, 476: 295–306. DOI: 10.1007/s00424-023-02901-0.
Münzel, T, Schmidt, FP, Steven, S, Herzog, J, Daiber, A & Sørensen, M 2018, Environmental noise and the cardiovascular system. Journal of the American College of Cardiology, 71(6): 688–697. DOI: 10.1016/j.jacc.2017.12.015.
Münzel, T, Sørensen, M & Daiber, A 2021, Transportation noise pollution and cardiovascular disease. Nature Reviews Cardiology, 18(9): 619–636. DOI: 10.1038/s41569-021-00532-5.
Nevels, TL, Wirth, MD, Ginsberg, JP, McLain, AC & Burch, JB 2023, The role of sleep and heart rate variability in metabolic syndrome: Evidence from the Midlife in the United States study. Sleep, 46(5): zsad013. DOI: 10.1093/sleep/zsad013.
Obayashi, K, Saeki, K, Iwamoto, J, Ikada, Y & Kurumatani, N 2014, Association between light exposure at night and nighttime blood pressure in the elderly independent of nocturnal urinary melatonin excretion. Chronobiology International, 31(6): 779–786. DOI: 10.3109/07420528.2014.900575.
Obayashi, K, Saeki, K & Kurumatani, N 2015, Light exposure at night is associated with subclinical carotid atherosclerosis in the general elderly population: The HEIJO-KYO cohort. Chronobiology International, 32(3): 310–317. DOI: 10.3109/07420528.2014.974809.
Sammito, S, Thielmann, B, Klussmann, A, Deußen, A, Braumann, KM, Böckelmann, I et al. 2024, Guideline for the application of heart rate and heart rate variability in occupational medicine and occupational health science. Journal of Occupational Medicine and Toxicology, 19: 16. DOI: 10.1186/s12995-024-00414-9.
Silva, AO et al. 2022, Use of digital screens by adolescents and association on sleep quality: A systematic review. Sleep Science.
Sørensen, M, Andersen, ZJ, Nordsborg, RB, Becker, T, Tjønneland, A, Overvad, K & Raaschou-Nielsen, O 2012, Road traffic noise and incident myocardial infarction: A prospective cohort study. PLoS ONE, 7(6): e39283. DOI: 10.1371/journal.pone.0039283.
Tobaldini, E, Costantino, G, Solbiati, M, Cogliati, C, Kara, T, Nobili, L & Montano, N 2013, Heart rate variability in normal and pathological sleep. Frontiers in Physiology, 4: 294. DOI: 10.3389/fphys.2013.00294.
Tobaldini, E, Costantino, G, Solbiati, M, Cogliati, C, Kara, T, Nobili, L & Montano, N 2013, Heart rate variability in normal and pathological sleep. Frontiers in Physiology, 4: 294. DOI: 10.3389/fphys.2013.00294.
Zhang, S, Niu, X, Ma, J, Wei, X, Zhang, J, Du, W et al. 2025, Effects of sleep deprivation on heart rate variability: A systematic review and meta-analysis of randomized controlled trials. Frontiers in Neurology, 16: 1556784. DOI: 10.3389/fneur.2025.1556784.