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Age- and Post-Based Complex Analyses of Heart Rate Variability in Young Male Handball Players for Potential Prevention of Overload-induced Injuries Cover

Age- and Post-Based Complex Analyses of Heart Rate Variability in Young Male Handball Players for Potential Prevention of Overload-induced Injuries

Open Access
|Feb 2025

References

  1. Bellenger, C. R., Fuller, J. T., Thomson, R. L., Davison, K., Robertson, E. Y., & Buckley, J. D. (2016). Monitoring Athletic Training Status Through Autonomic Heart Rate Regulation: A Systematic Review and Meta-Analysis. Sports Medicine (Auckland, N.Z.), 46(10), 14611486. 10.1007/s40279-016-0484-2
  2. Billman, G. E., Huikuri, H. V., Sacha, J., & Trimmel, K. (2015). An introduction to heart rate variability: Methodological considerations and clinical applications. Frontiers in Physiology, 6, 55. 10.3389/fphys.2015.00055
  3. Buchheit, M. (2015). Sensitivity of monthly heart rate and psychometric measures for monitoring physical performance in highly trained young handball players. International Journal of Sports Medicine, 36(5), 351356. 10.1055/s-0034-1385882
  4. Cvijetic, S., Macan, J., Boschiero, D., & Ilich, J. Z. (2023). Body fat and muscle in relation to heart rate variability in young-to-middle age men: A cross sectional study. Annals of Human Biology, 50(1), 108116. 10.1080/03014460.2023.2180089
  5. Dengel, D. R., Bosch, T. A., Burruss, T. P., Fielding, K. A., Engel, B. E., Weir, N. L., & Weston, T. D. (2014). Body composition and bone mineral density of national football league players. Journal of Strength and Conditioning Research, 28(1), 16. 10.1519/JSC.0000000000000299
  6. Diaz-Papkovich, A., Anderson-Trocmé, L., & Gravel, S. (2021). A review of UMAP in population genetics. Journal of Human Genetics, 66(1), 8591. 10.1038/s10038-020-00851-4
  7. Djientcheu, D. F. Y., Azabji-Kenfack, M., Kameni, P. M., Bilanda, D. C., Femoe, M. U., Ngoungoure, M. C., Kamtchouing, P., & Dzeufiet, D. P. D. (2024). Analysis of Sinus Variability in a Group of Cameroonian Athletes. Journal of Sports Medicine (Hindawi Publishing Corporation), 2024, 1752677. 10.1155/2024/1752677
  8. Draghici, A. E., & Taylor, J. A. (2016). The physiological basis and measurement of heart rate variability in humans. Journal of Physiological Anthropology, 35(1), 22. 10.1186/s40101-016-0113-7
  9. Ernst, G. (2017). Heart-Rate Variability-More than Heart Beats? Frontiers in Public Health, 5, 240. 10.3389/fpubh.2017.00240
  10. Eyre, E. L. J., Duncan, M. J., Birch, S. L., & Fisher, J. P. (2014). The influence of age and weight status on cardiac autonomic control in healthy children: A review. Autonomic Neuroscience: Basic & Clinical, 186, 821. 10.1016/j.autneu.2014.09.019
  11. Gąsior, J. S., Sacha, J., Pawłowski, M., Zieliński, J., Jeleń, P. J., Tomik, A., Książczyk, T. M., Werner, B., & Dąbrowski, M. J. (2018). Normative Values for Heart Rate Variability Parameters in School-Aged Children: Simple Approach Considering Differences in Average Heart Rate. Frontiers in Physiology, 9, 1495. 10.3389/fphys.2018.01495
  12. Ghobadi, H., Rajabi, H., Farzad, B., Bayati, M., & Jeffreys, I. (2013). Anthropometry of World-Class Elite Handball Players According to the Playing Position: Reports From Men’s Handball World Championship 2013. Journal of Human Kinetics, 39, 213220. 10.2478/hukin-2013-0084
  13. Gorostiaga, E. M., Granados, C., Ibañez, J., González-Badillo, J. J., & Izquierdo, M. (2006). Effects of an entire season on physical fitness changes in elite male handball players. Medicine and Science in Sports and Exercise, 38(2), 357366. 10.1249/01.mss.0000184586.74398.03
  14. Greenacre, M., Groenen, P. J. F., Hastie, T., D’Enza, A. I., Markos, A., & Tuzhilina, E. (2022). Principal component analysis. Nature Reviews Methods Primers, 2(1), Article 1. 10.1038/s43586-022-00184-w
  15. Jiménez Morgan, S., & Molina Mora, J. A. (2017). Effect of Heart Rate Variability Biofeedback on Sport Performance, a Systematic Review. Applied Psychophysiology and Biofeedback, 42(3), 235245. 10.1007/s10484-017-9364-2
  16. Kayacan, Y., Makaraci, Y., Ucar, C., Amonette, W. E., & Yildiz, S. (2023). Heart Rate Variability and Cortisol Levels Before and After a Brief Anaerobic Exercise in Handball Players. Journal Of Strength And Conditioning Research, 37(7), 14791485. 10.1519/JSC.0000000000004411
  17. Klatt, S., Kossmann, M., Hottenrott, L., Ferrauti, A., & Fasold, F. (2021). Performance Changes and Recovery Time in U20 and Older Handball Players after a High-Intensity Sprint Exercise. Applied Sciences-Basel, 11(11), 5301. 10.3390/app11115301
  18. Kőrösi, G., & Vinkó, T. (2021). A practical framework for real life webshop sales promotion targeting. Informatica, 45(4), Article 4. https://www.informatica.si/index.php/informatica/article/view/3066
  19. Krüger, K., Pilat, C., Uckert, K., Frech, T., & Mooren, F. C. (2014). Physical performance profile of handball players is related to playing position and playing class. Journal of Strength and Conditioning Research, 28(1), 117125. 10.1519/JSC.0b013e318291b713
  20. Leuciuc, F. V., Petrariu, I., Pricop, G., Rohozneanu, D. M., & Popovici, I. M. (2022). Toward an Anthropometric Pattern in Elite Male Handball. International Journal of Environmental Research and Public Health, 19(5), 2839. 10.3390/ijerph19052839
  21. Likas, A., Vlassis, N., & Verbeek, J. (2003). The global k-means clustering algorithm. Pattern Recognition, 36(2), 451461. 10.1016/S0031-3203(02)00060-2
  22. Lloria-Varella, J., Koral, J., Ravel, A., Féasson, L., Murias, J. M., & Busso, T. (2023). Neuromuscular and autonomic function is fully recovered within 24 h following a sprint interval training session. European Journal of Applied Physiology. 10.1007/s00421-023-05249-6
  23. Lopes-Silva, J. P., Santos Soares, G. da S., Correia Rocha, J. C., Silva da Rocha, A. L., & Correia-Oliveira, C. R. (2021). Caffeine Delays Parasympathetic Reactivation After a High-Intensity Intermittent Exercise in Handball Players. Journal Of Caffeine And Adenosine Research, 11(4), 97104. 10.1089/caff.2021.0005
  24. Nishida, M., Yamamoto, K., Murata, Y., Ichinose, A., & Shioda, K. (2021). Exploring the Effect of Long Naps on Handball Performance and Heart Rate Variability. Sports Medicine International Open, 5(3), E73E80. 10.1055/a-1551-8054
  25. Osborne, J. (2019). Improving your data transformations: Applying the Box-Cox transformation. Practical Assessment, Research, and Evaluation, 15(1). 10.7275/qbpc-gk17
  26. Plaza-Florido, A., Alcantara, J. M. A., Amaro-Gahete, F. J., Sacha, J., & Ortega, F. B. (2020). Cardiovascular Risk Factors and Heart Rate Variability: Impact of the Level of the Threshold-Based Artefact Correction Used to Process the Heart Rate Variability Signal. Journal of Medical Systems, 45(1), 2. 10.1007/s10916-020-01673-9
  27. Plaza-Florido, A., Migueles, J. H., Mora-Gonzalez, J., Molina-Garcia, P., Rodriguez-Ayllon, M., Cadenas-Sanchez, C., Esteban-Cornejo, I., Navarrete, S., Maria Lozano, R., Michels, N., Sacha, J., & Ortega, F. B. (2019). The Role of Heart Rate on the Associations Between Body Composition and Heart Rate Variability in Children With Overweight/Obesity: The ActiveBrains Project. Frontiers in Physiology, 10, 895. 10.3389/fphys.2019.00895
  28. Plaza-Florido, A., Migueles, J. H., Sacha, J., & Ortega, F. B. (2019). The role of heart rate in the assessment of cardiac autonomic modulation with heart rate variability. Clinical Research in Cardiology: Official Journal of the German Cardiac Society, 108(12), 14081409. 10.1007/s00392-019-01486-y
  29. Plaza-Florido, A., Sacha, J., & Alcantara, J. M. A. (2022). Associations between different heart rate variability ratios and cardiometabolic risk factors in young adults. American Journal of Human Biology: The Official Journal of the Human Biology Council, 34(12), e23797. 10.1002/ajhb.23797
  30. Plaza-Florido, A., Sacha, J., & Alcantara, J. M. A. (2023). Heart Rate Variability and Cardiorespiratory Fitness in Youth Populations: The Impact of Heart Rate on Data Analysis. Journal of Human Kinetics, 86, 15. 10.5114/jhk/159581
  31. Plews, D. J., Laursen, P. B., Stanley, J., Kilding, A. E., & Buchheit, M. (2013). Training adaptation and heart rate variability in elite endurance athletes: Opening the door to effective monitoring. Sports Medicine (Auckland, N.Z.), 43(9), 773781. 10.1007/s40279-013-0071-8
  32. Ravier, G., & Marcel-Millet, P. (2020). Cardiac Parasympathetic Reactivation Following Small-Sided Games, Repeated Sprints and Circuit Training in Elite Handball Players. Journal of Human Kinetics, 73, 115124. 10.2478/hukin-2019-0136
  33. Ravier, G., Marcel-Millet, P., Fostel, C., & Baradat, E. (2022). Post-Exercise Cold- and Contrasting-Water Immersion Effects on Heart Rate Variability Recovery in International Handball Female Players. JOURNAL OF HUMAN KINETICS, 81(1), 109122. 10.2478/hukin-2022-0010
  34. Rosenwinkel, E. T., Bloomfield, D. M., Arwady, M. A., & Goldsmith, R. L. (2001). Exercise and autonomic function in health and cardiovascular disease. Cardiology Clinics, 19(3), 369387. 10.1016/s0733-8651(05)70223-x
  35. Sacha, J. (2014a). Interaction between heart rate and heart rate variability. Annals of Noninvasive Electrocardiology: The Official Journal of the International Society for Holter and Noninvasive Electrocardiology, Inc, 19(3), 207216. 10.1111/anec.12148
  36. Sacha, J. (2014b). Interplay between heart rate and its variability: A prognostic game. Frontiers in Physiology, 5, 347. 10.3389/fphys.2014.00347
  37. Sacha, J., & Pluta, W. (2005). Different methods of heart rate variability analysis reveal different correlations of heart rate variability spectrum with average heart rate. Journal of Electrocardiology, 38(1), 4753. 10.1016/j.jelectrocard.2004.09.015
  38. Sacha, J., & Pluta, W. (2008). Alterations of an average heart rate change heart rate variability due to mathematical reasons. International Journal of Cardiology, 128(3), 444447. 10.1016/j.ijcard.2007.06.047
  39. Sacha, J., Sobon, J., Sacha, K., & Barabach, S. (2013). Heart rate impact on the reproducibility of heart rate variability analysis. International Journal of Cardiology, 168(4), 42574259. 10.1016/j.ijcard.2013.04.160
  40. Schaffarczyk, M., Rogers, B., Reer, R., & Gronwald, T. (2022). Validity of the Polar H10 Sensor for Heart Rate Variability Analysis during Resting State and Incremental Exercise in Recreational Men and Women. Sensors (Basel, Switzerland), 22(17), 6536. 10.3390/s22176536
  41. Shaffer, F., & Ginsberg, J. P. (2017). An Overview of Heart Rate Variability Metrics and Norms. Frontiers in Public Health, 5, 258. 10.3389/fpubh.2017.00258
  42. Syakur, M. A., Khotimah, B. K., Rochman, E. M. S., & Satoto, B. D. (2018). Integration K-Means Clustering Method and Elbow Method For Identification of The Best Customer Profile Cluster. IOP Conference Series: Materials Science and Engineering, 336(1), 012017. 10.1088/1757-899X/336/1/012017
  43. Veijalainen, A., Haapala, E. A., Väistö, J., Leppänen, M. H., Lintu, N., Tompuri, T., Seppälä, S., Ekelund, U., Tarvainen, M. P., Westgate, K., Brage, S., & Lakka, T. A. (2019). Associations of physical activity, sedentary time, and cardiorespiratory fitness with heart rate variability in 6- to 9-year-old children: The PANIC study. European Journal of Applied Physiology, 119(11–12), 24872498. 10.1007/s00421-019-04231-5
  44. Vila, H., Manchado, C., Rodriguez, N., Abraldes, J. A., Alcaraz, P. E., & Ferragut, C. (2012). Anthropometric profile, vertical jump, and throwing velocity in elite female handball players by playing positions. Journal of Strength and Conditioning Research, 26(8), 21462155. 10.1519/JSC.0b013e31823b0a46
  45. Zheng, H., Gerszten, R. E., & Corey, K. E. (2022). Visualizing biomarkers and their association with clinical outcomes: A machine learning approach. Computers in Biology and Medicine, 149, 106005. 10.1016/j.compbiomed.2022.106005
  46. Ziadia, H., Sassi, I., Trudeau, F., & Fait, P. (2022). Normative values of resting heart rate variability in young male contact sport athletes: Reference values for the assessment and treatment of concussion. Frontiers in Sports and Active Living, 4, 730401. 10.3389/fspor.2022.730401
DOI: https://doi.org/10.5334/paah.427 | Journal eISSN: 2515-2270
Language: English
Submitted on: Dec 10, 2024
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Accepted on: Feb 20, 2025
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Published on: Feb 28, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Zita Petrovszki, Olivér Czimbalmos, Vera Gal, Gabor Korosi, Edit Nagy, Rita Mikulan, Gyongyi Horvath, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.