Criteria for the functional and metabolic support of the adaptation of the body of ski racers to the training loads of the preparatory period

Keywords: functional and metabolic support, factorial and regression analysis, adaptation criteria, ski racers, preparatory period

Abstract

Introduction. Functional and metabolic assessment of adaptive-compensatory reactions underlying physical performance in humans, particularly athletes, is a pressing issue in physiology. Aims. This paper aims to identify markers of functional metabolic adaptation in cross-country skiers to training loads in the preparatory period. Materials and methods. The study involved qualified male cross-country skiers aged 19–23 years, divided into leaders (n = 10) and reserve athletes (n = 10) based on average speed (km/h) at Stage 5 during ski ergometer testing. Body composition, blood parameters, hemodynamics, respiratory function, and heart rate variability were assessed. A database of 62 parameters was created from the results. Statistical analysis was performed using IBM SPSS Statistics v. 23, and Spearman’s rank correlation coefficient was calculated. Materials and methods. New indices and an RMSSD-based measure of parasympathetic functional reserve (IPVNS) were proposed as prognostic criteria for performance in cross-country skiers. The determinants of RMSSD and the contributions of different physiological systems to heart rate regulation were identified. Leaders demonstrated a physiologically adequate shift from systemic vagal regulation to a local, cell-mediated type of adaptive regulation. Reserve athletes exhibited dominance of systemic cholinergic regulation at all stages. These findings confirm that high RMSSD values cannot be unambiguously interpreted as a criterion of optimal adaptation and high performance in cross-country skiers.
Conclusion. Factor and regression analysis of 62 physiological and metabolic parameters in qualified cross-country skiers revealed RMSSD as a predictor of training-induced adaptation, as well as physical performance criteria specific to leader and reserve athletes at each stage of the preparatory period

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Author Biographies

A. S. Bakhareva , South Ural State University (76 Lenin Ave., Chelyabinsk, 454080, Russia)

Candidate of Biological Sciences, Associate Professor of the Department of Sports Improvement

D. Z. Shibkova , South Ural State University (76 Lenin Ave., Chelyabinsk, 454080, Russia)

Doctor of Biological Sciences, Professor, Chief Researcher at the Center for Sports Science

V. V. Ehrlich , South Ural State University (76 Lenin Ave., Chelyabinsk, 454080, Russia)

Doctor of Biological Sciences, Professor, Professor of the Department of Theory and Methodology of Physical Culture and Sports

A. A. Pletnev , South Ural State University (76 Lenin Ave., Chelyabinsk, 454080, Russia)

Candidate of Biological Sciences, Associate Professor of the Department of Sports Improvement

References

1. Solopov I.N., Sentyabrev N.N., Gorbaneva E.P. et al. Funktsionalnye svoistva podgotovlennosti sportsmenov i ikh optimizatsiya [Functional properties of athletes fitness and their optimization]. Volgograd. Volgograd State Academy of Physical Culture Publ. 2009:183. (in Russ).
2. Chereshnev V.A., Yushkov B.G. The issues of the neuro-immuno-endocrine system theory. Rossiiskii immunologicheskii zhurnal = Russian Journal of Immunology. 2026;29(1):9–34. (in Russ). DOI: 10.46235/1028-7221-17074-TTI
3. Bakhareva A.S., Shibkova D.Z., Erlikh V.V. Fizicheskoe vospitanie i sportivnaya trenirovka = Physical Education and Sports Training. Monitoring the body components of cross-country skiers at the stages of the preparatory period. 2024;4(50):116–124. (in Russ).
4. Mukaka M.M. A guide to appropriate use of correlation coefficient in medical research. Malawi Medical Journal. 2012;24(3):69–71.
5. Plews D.J., Laursen P.B., Stanley J. et al. Training Adaptation and Heart Rate Variability in Elite Endurance Athletes: Opening the Door to Effective Monitoring. Sports Medicine. 2013;43(9)773–781. DOI: 10.1007/s40279-013-0071-8.
6. Furchgott R.F., Zawadzki J.V. The obligatory role of endothelial cells in the relaxation of arterial smooth muscle by acetylcholine. Nature. 1980;288(5789):373–376. DOI: 10.1038/288373a0
7. Wessler I., Kilbinger H., Bittinger F. et al. The non-neuronal cholinergic system in humans: Expression, function and pathophysiology. Life Sciences. 2003;72(18–19):2055–2061. DOI: 10.1016/S0024-3205(03)00083-3
8. Wessler I., Kirkpatrick C.J. Acetylcholine beyond neurons: the non-neuronal cholinergic system in humans. British Journal of Pharmacology. 2008;154(8):1558–1571. DOI: 10.1038/bjp.2008.185
9. Campbell J.P., Turner J.E. Debunking the Myth of Exercise-Induced Immune Suppression: Redefining the Impact of Exercise on Immunological Health Across the Lifespan. Frontiers in Immunology. 2018;9:648. DOI: 10.3389/fimmu.2018.00648.
10. Campa F., Toselli S., Mazzilli M. et al. Assessment of body composition in athletes: a narrative review of available methods with special reference to quantitative and qualitative bioimpedance analysis. Nutrients. 2021;13(5):1620. DOI: 10.3390/nu13051620
11. Stoggl T., Enqvist J., Muller E., Holmberg H.C. Relationships between body composition, body dimensions, and peak speed in cross-country sprint skiing. Journal of Sports Sciences. 2010;28(2):161–169. DOI: 10.1080/02640410903414160
12. Vanyushin Y.S., Fedorov N.A., Borisevich S.A. The importance of physiological indices for the functional reserves of the organism revelation. Pedagogiko-psikhologicheskie i mediko-biologicheskie problemy fizicheskoi kultury i sporta = Russian Journal of Physical Education and Sport. 2021;16(4):131–136. DOI: 10.14526/2070-4798-2021-16-4-131-136

References on translit

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Published
2026-06-30
How to Cite
Bakhareva, A., Shibkova, D., Ehrlich, V., & Pletnev, A. (2026). Criteria for the functional and metabolic support of the adaptation of the body of ski racers to the training loads of the preparatory period. Psychology. Psychophysiology, 19(2), 103-114. https://doi.org/10.14529/jpps260210
Section
Human Physiology