Mathematical modelling of peripheral haemodynamics of the shin in volleyball players of mesomorphic somatotype
DOI:
https://doi.org/10.61751/bmbr/4.2023.62Keywords:
stepwise regression, statistical modelling, rheovasography, anthropometric, dimensions, mesomorphic somatotype, volleyballAbstract
Statistical modelling of peripheral haemodynamics indicators, which is conducted based on determining
anthropometric and somatotypic features of the organism, can be considered a new way of personalising instrumental
diagnostic examination. Therefore, determining the suitable rheovasographic parameters of the shin in highly skilled
volleyball players of a particular somatotype is relevant. The purpose of this study was to investigate the total influence
of indicators of the external structure of the body on the value of indicators reflecting the specific features of blood
circulation in the shin in volleyball players of mesomorphic somatotype. A comprehensive clinical and laboratory
study of the state of health and physical development of 108 volleyball players aged 16-20 years was conducted.
The method of tetrapolar rheography with the use of a diagnostic computer multifunctional apparatus was used to
determine the rheovasographic parameters of the shin, amplitude, time, and indicators of the ratio of amplitude and
time rheovasographic parameters were evaluated. An anthropometric study of total and partial body measurements was carried out. Somatotyping was performed using the Heath-Carter method. The study selected 28 volleyball players of
mesomorphic somatotype. Statistical models were created using direct stepwise multivariate regression analysis. For all
amplitude and time rheovasographic parameters of the hip in volleyball players of mesomorphic somatotype, statistical
models with high accuracy of description of signs were built. The 10 models included 94 anthropometric dimensions.
The key determinants of shin blood circulation parameters are body circumference (most often forearm, neck, and shin
circumference), chest and pelvic diameters, thickness of skin and fat folds (most often on the shin, abdomen, flank), and
width of the epiphyses of long tubular bones. It was found that the indicators of external body structure within 63.84-
99.99% determine the value of indicators of regional blood circulation on the shin in volleyball players of mesomorphic
somatotype. Statistical modelling makes it possible to determine the proper values of individual rheovasographic
indicators on the shin depending on the anthropometric parameters of individuals of a certain gender, age, somatotype,
which is especially significant for athletes of a certain sport, since their cardiovascular system indicators are greatly
influenced by the specifics of sports activity
Received: 01.08.2023 | Revised: 10.10.2023 | Accepted: 28.11.2023
References
McClean G, Riding NR, Ardern CL, Farooq A, Pieles GE, Watt V, et al. Electrical and structural adaptations of the paediatric athlete's heart: A systematic review with meta-analysis. Br J Sports Med. 2018;52(4):e230. DOI: 10.1136/bjsports-2016-097052
Flatt AA, Esco MR, Allen JR, Robinson JB, Earley RL, Fedewa MV, et al. Heart rate variability and training load among national collegiate athletic association division 1 college football players throughout spring camp. J Strength Cond Res. 2018;32(11):3127–34. DOI: 10.1519/JSC.0000000000002241
Berhtraum D, Vovkanych L, Strokun M, Kohut Y. Indices of central hemodynamics of the untrained students and students trained in middle-distance run. Sci Discourse Phys Educ Sports. 2023;2:1–10.
Pereira LA, Cal Abad CC, Leiva DF, Oliveira G, Carmo EC, Kobal R, Loturco I. Relationship Between resting heart rate variability and intermittent endurance performance in novice soccer players. Res Q Exerc Sport. 2019;90(3):355–61. DOI: 10.1080/02701367.2019.1601666
Rave G, Fortrat J-O, Dawson B, Carre F, Dupont G, Saeidi A, et al. Heart rate recovery and heart rate variability: Use and relevance in European professional soccer. Int J Perform Anal Sport. 2018;18(1):168–83. DOI: 10.1080/24748668.2018.1460053
Voloshyn O, Humeniuk N, Voloshyn V, Smorshchok Y. Evaluation of adaptive capabilities of adolescents with different levels of efficiency of the heart functioning. Achiev Clin Exp Med. 2023;(4):83–88. DOI: 10.11603/1811-2471.2022.v.i4.13502
Zhang Y, Qi L, van de Vosse F, Du C, Yao Y, Du J, Wu G, Xu L. Recovery responses of central hemodynamics in basketball athletes and controls after the bruce test. Front Physiol. 2020;11:e593277. DOI: 10.3389/fphys.2020.593277
Shevchuk T, Romaniuk A, Aponchuk L, Usova O, Shevchuk A. The state of the adolescents' central hemodynamics depending on sports specialization. Phys Educ Sport Health Cult Mod Soc. 2021;2(54):126–32. DOI: 10.29038/2220-7481-2021-02-126-132
Usova O, Sologub O, Ulianytska N, Yakobson O, Ushko I, Sitovskyi A, Shevchuk T. Biomechanics of blood circulation of teenagers in different medical groups of physical education. Med Sci Ukraine. 2022;18(3):73–82. DOI: 10.32345/2664-4738.3.2022.11
Malyuga S, Lukyantseva H, Bakunovsky O. Features of functional changes in blood vessels during the period of early recovery after static physical exercise. Rep Morphol. 2022;28(4):48–53. DOI: 10.31393/morphology-journal-2022-28(4)-07
Khapitska O, Ivanytsya A, Stefanenko I, Sarafinyuk L, Moroz V. Changes in rheographic indicators of shin in athletes of different kinds of sports. Physiol J. 2017;63(1):51–59. DOI: 10.15407/fz63.01.051
Shaparenko Р. Anthropometry. Vinnytsia: Printing house of National Pirogov Memorial Medical University; 2000. 71 p.
Carter JEL, Heath BH. Somatotyping: Development and applications. Cambridge: Cambridge University Press; 1990. 503 p.
Fox J ,Weisberg S. An R companion to applied regression. 3rd ed. SAGE Publications; 2018. 608 р.
The World Medical Association. Declaration of Helsinki: Ethical Principles for Medical Research Involving Human Subjects [Internet]. Available from: https://www.wma.net/what-we-do/medical-ethics/declaration-of-helsinki/
Vintoniak OV, Chrobatyn IY, Zacharkevich TM, Vypasniak IP, Popel S. Peculiarities of regional circulation in sportsmen who are planting forces of different qualification. J Phys Educ Sport. 2019;19(Suppl 2):323–28. DOI: 10.7752/jpes.2019.s2048
Yakusheva Y. Indicators of central hemodynamics of volleyball players with different types of body constitutions. Bull Probl Biol Med. 2015;3(2):344–47.
Popel’ SL, Tsap I, Yatciv YN, Lapkovsky EY, Synitsya A, Pyatnichuk D. Special aspects of hemodynamic and reaction of erythrocytes in blood to standard physical load of different qualification female volleyball players. Pedagog Psychol Med Biol Probl Phys Train Sports. 2017;21(5):251–59. DOI: 10.15561/18189172.2017.0508
Stepanenko I, Sarafyniuk L, Lezhnova O, Ivanytsia A, Piliponova V. Features of rheovasographic parameters of the tibia in volleyball players of a high level of skill of the youth age. Pol Merkur Lekarski. 2023;51(4):367–74. DOI: 10.36740/Merkur202304111
Summer LC, Cheng R, Moran JT, Lee M, Belanger AJ, Taylor WL 4th, Gardner EC. Changes in body composition and athletic performance in National Collegiate Athletic Association Division I female field hockey athletes throughout a competitive season. J Strength Cond Res. 2024;38(1):146–52. DOI: 10.1519/JSC.0000000000004591
Nalyvayko N, Bardin O, Pavlova Yu, Levkiv L. Analysis of relationships between indicators of body component composition and cardiovascular system of young females with different types of hemodynamics. Ukr J Med Biol Sport. 2020;5(5):394–99. DOI: 10.26693/jmbs05.05.394
Vysochanskiy O. Differences of correlation indices rheovasography of hip and shin with anthropo-somatometric parameters in healthy boys of Podillya with different somatotypes. World Med Biol. 2015;3(51):15–19.
Di Vincenzo O, Marra M, Scalfi L. Bioelectrical impedance phase angle in sport: A systematic review. J Int Soc Sports Nutr. 2019;16(1). DOI: 10.1186/s12970-019-0319-2
Koury JC, Trugo NMF, Torres AG. Phase angle and bioelectrical impedance vectors in adolescent and adult male athletes. Int J Sports Physiol Perform. 2014;9(5):798–4. DOI: 10.1123/ijspp.2013-0397
Khavtur V, Fedoniuk L, Sarafyniuk L, Khapitska O, Kovalchuk O. Simulation of appropriate rheovasographic indicators of the femur in volleyball players of ectomorphic somatotype depending on anthropometric features. Wiad Lek. 2022;75(1):275–80. DOI: 10.36740/WLek202201222
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