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Associations Between Physical Activity, Body Mass Index, and Cardiac Autonomic Function in Adolescent Men Cover

Associations Between Physical Activity, Body Mass Index, and Cardiac Autonomic Function in Adolescent Men

Open Access
|May 2026

References

  1. Ahola, R., et al. (2013). Gamified physical activation of young men – A Multidisciplinary Population-Based Randomized Controlled Trial (MOPO study). BMC Public Health, 13(1). 10.1186/1471-2458-13-32
  2. Biospace Co., Ltd. (2005). InBody 720 Body Composition Analyzer User’s Manual. Seoul, Korea: Biospace Co., Ltd.
  3. Borodulin, K., et al. (2004). Associations of self-rated fitness and different types of leisure-time physical activity with predicted aerobic fitness in 5979 Finnish adults. Journal of Physical Activity and Health, 1(2), 142154. 10.1123/jpah.1.2.142
  4. Brydon, L., et al. (2008). Circulating leptin and stress-induced cardiovascular activity in humans. Obesity, 16(12), 26422647. 10.1038/oby.2008.415
  5. Chooi, Y. C., Ding, C., & Magkos, F. (2019). The epidemiology of obesity. Metabolism: Clinical and Experimental, 92, 610. 10.1016/j.metabol.2018.09.005
  6. Farah, B. Q., et al. (2018). Physical Activity and Heart Rate Variability in Adolescents with Abdominal Obesity. Pediatric Cardiology, 39(3), 466472. 10.1007/s00246-017-1775-6
  7. Felber Dietrich, D., et al. (2008). Effect of physical activity on heart rate variability in normal weight, overweight and obese subjects: Results from the SAPALDIA study. European Journal of Applied Physiology, 104(3), 557565. 10.1007/s00421-008-0800-0
  8. Gutin, B., et al. (2000). Heart rate variability in obese children: Relations to total body and visceral adiposity, and changes with physical training and detraining. Obesity Research, 8(1), 1219. 10.1038/oby.2000.3
  9. Gutin, B., et al. (2005). Heart rate variability in adolescents: relations to physical activity, fitness, and adiposity. Medicine and science in sports and exercise, 37(11), 18561863. 10.1249/01.mss.0000175867.98628.27
  10. Hautala, A. J., et al. (2004). Heart rate dynamics after controlled training followed by a home-based exercise program. European Journal of Applied Physiology, 92(3), 289297. 10.1007/s00421-004-1077-6
  11. Henje Blom, E., et al. (2009). Heart rate variability is related to self-reported physical activity in a healthy adolescent population. European Journal of Applied Physiology, 106(6), 877883. 10.1007/s00421-009-1089-3
  12. Jarczok, M. N., et al. (2022). Heart rate variability in the prediction of mortality: A systematic review and meta-analysis of healthy and patient populations. Neuroscience and Biobehavioral Reviews. Elsevier Ltd. 10.1016/j.neubiorev.2022.104907
  13. Koponen, P., et al. (2019). FinTerveys -tutkimuksen perustulokset 2019. www.terveytemme.fi/finterveys
  14. Malik, M. (1996). Heart rate variability: Standards of measurement, physiological interpretation, and clinical use. Circulation, 93, 10431065. 10.1161/01.CIR.93.5.1043
  15. May, R., et al. (2017). Vigorous physical activity predicts higher heart rate variability among younger adults. Journal of Physiological Anthropology, 36(1). 10.1186/s40101-017-0140-z
  16. Mikkola, I., et al. (2012). Aerobic performance and body composition changes during military service. Scandinavian Journal of Primary Health Care, 30(2), 95100. 10.3109/02813432.2012.649631
  17. Oliveira, R. S., et al. (2017). Is cardiac autonomic function associated with cardiorespiratory fitness and physical activity in children and adolescents? A systematic review of cross-sectional studies. International Journal of Cardiology, 236, 113122. 10.1016/j.ijcard.2017.02.022
  18. Palatini, P., et al. (2024). Healthy overweight and obesity in the young: Prevalence and risk of major adverse cardiovascular events. Nutrition, Metabolism and Cardiovascular Diseases, 34(3), 783791. 10.1016/j.numecd.2023.11.013
  19. Prince, S. A., et al. (2008). A comparison of direct versus self-report measures for assessing physical activity in adults: A systematic review. International Journal of Behavioral Nutrition and Physical Activity. 10.1186/1479-5868-5-56
  20. Rossi, R. C., et al. (2015). Impact of obesity on autonomic modulation, heart rate and blood pressure in obese young people. Autonomic Neuroscience: Basic and Clinical, 193, 138141. 10.1016/j.autneu.2015.07.424
  21. Sallis, J. F., et al. (2016). Progress in physical activity over the Olympic quadrennium. The Lancet. Lancet Publishing Group, 13251336. 10.1016/S0140-6736(16)30581-5
  22. Sammito, S., Thielmann, B., & Böckelmann, I. (2024). Update: factors influencing heart rate variability–a narrative review. Frontiers in Physiology. Frontiers Media SA. 10.3389/fphys.2024.1430458
  23. Saunders, J. B., et al. (1993). Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption-II. Addiction, 88(6), 791804. 10.1111/j.1360-0443.1993.tb02093.x
  24. Shaffer, F., & Ginsberg, J. P. (2017). An Overview of Heart Rate Variability Metrics and Norms. Frontiers in Public Health. Frontiers Media S.A. 10.3389/fpubh.2017.00258
  25. Simmonds, M., et al. (2016). Predicting adult obesity from childhood obesity: A systematic review and meta-analysis. Obesity Reviews, 17(2), 95107. 10.1111/obr.12334
  26. Soares-Miranda, L., et al. (2009). Vigorous physical activity and vagal modulation in young adults. European Journal of Cardiovascular Prevention and Rehabilitation, 16(6), 705711. 10.1097/HJR.0b013e3283316cd1
  27. Soares-Miranda, L., et al. (2012). Metabolic syndrome, physical activity and cardiac autonomic function. Diabetes/Metabolism Research and Reviews, 28(4), 363369. 10.1002/dmrr.2281
  28. Speer, K. E., et al. (2021). Relationship between heart rate variability and body mass index: A cross-sectional study of preschool children. Preventive Medicine Reports, 24. 10.1016/j.pmedr.2021.101638
  29. Strain, T., et al. (2024). National, regional, and global trends in insufficient physical activity among adults from 2000 to 2022: a pooled analysis of 507 population-based surveys with 5·7 million participants. The Lancet Global Health, 12(8), e1232e1243. 10.1016/S2214-109X(24)00150-5
  30. Strüven, A., et al. (2021). Obesity, nutrition and heart rate variability. International Journal of Molecular Sciences. MDPI. 10.3390/ijms22084215
  31. Tarvainen, M., et al. (2013). Kubios HRV – Heart Rate Variability Analysis Software. Computer methods and programs in biomedicine, 113. 10.1016/j.cmpb.2013.07.024
  32. Thayer, J. F., Yamamoto, S. S., & Brosschot, J. F. (2010). The relationship of autonomic imbalance, heart rate variability and cardiovascular disease risk factors. International Journal of Cardiology, 122131. 10.1016/j.ijcard.2009.09.543
  33. The, A. F., et al. (2020). Heart rate variability as a measure of mental stress in surgery: a systematic review. International Archives of Occupational and Environmental Health. Springer, 805821. 10.1007/s00420-020-01525-6
  34. Tornberg, J., et al. (2019). Physical activity is associated with cardiac autonomic function in adolescent men. PLoS ONE, 14(9). 10.1371/journal.pone.0222121
  35. Tulppo, M. P., et al. (2003). Effects of aerobic training on heart rate dynamics in sedentary subjects. Journal of Applied Physiology, 95(1), 364372. 10.1152/japplphysiol.00751.2002
  36. World Health Organization. (2023). Obesity and overweight. https://www.who.int/news-room/fact-sheets/detail/obesity-and-overweight
DOI: https://doi.org/10.5334/paah.538 | Journal eISSN: 2515-2270
Language: English
Page range: 43 - 53
Submitted on: Dec 4, 2025
Accepted on: Apr 26, 2026
Published on: May 18, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Jaakko Tornberg, Tiina Ikäheimo, Kaisu Kaikkonen, Riitta Pyky, Marjukka Nurkkala, Arto Hautala, Timo Jämsä, Raija Korpelainen, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.