Preview

Medical alphabet

Advanced search

Development of a basal metabolic rate prediction equation for elite sambo and judo wrestlers: a pilot study

https://doi.org/10.33667/2078-5631-2026-9-57-61

Abstract

Measuring or predicting basal metabolic rate is a first and important step in determining energy expenditure among athletes.

Objective. The aim of this study was to develop an equation for predicting basal metabolic rate for qualified male athletes practicing sambo and/or judo.

Methods. The study involved 25 qualified athletes specializing in sambo and/or judo. Bioelectrical impedance analysis, indirect calorimetry, and mathematical statistics were used.

Results. The developed equation demonstrated high predictive accuracy: the calculated BMR (2249±296 kcal/day) did not statistically differ from the measured one (2249±346 kcal/day) at p=0.997. The model is characterized by a strong correlation (r=0.86), the absence of systematic error (bias 0.12 kcal/day) and confirmed stability in cross-validation (R2=0.796).

Conclusions. The results indicate that the developed equation is a reliable tool for estimating BMR in athletes practicing sambo and/or judo. The model can be used in the practical work of coaches and sports nutrition specialists to more accurately plan energy supply and monitor body weight in conditions where direct measurement methods are unavailable.

About the Authors

A. V. Meshtel
The Russian University of Sport “GTSOLIFK”
Russian Federation

Meshtel Aleksandr V., lecturer at Dept of Anatomy and Biological Anthropology, postgraduate student at Dept of Sports Medicine

Moscow



A. B. Miroshnikov
The Russian University of Sport “GTSOLIFK”
Russian Federation

Miroshnikov Aleksandr B., Dr Bio Sci (habil.), associate professor, professor at Dept of Sports Medicine, dean of the Faculty of Adaptive Physical Education, Recreation, and Tourism

Moscow



M. V. Maksimov
Sports and Education Center “Sambo-70”
Russian Federation

Maksimov Maksim V., analyst, sports nutritionist

Moscow



A. G. Antonov
The Russian University of Sport “GTSOLIFK”
Russian Federation

Antonov Aleksey G., postgraduate student at Dept of Sports Medicine

Moscow



P. D. Rybakova
The Russian University of Sport “GTSOLIFK”
Russian Federation

Rybakova Polina D., postgraduate student at Dept of Sports Medicine

Moscow



A. V. Shevtsov
The Russian University of Sport “GTSOLIFK”
Russian Federation

Shevtsov Aleksey V., PhD Ped Sci, professor, professor at Dept of Theory and Methodology of Martial Arts

Moscow



References

1. Santos D. F.C., Kons R. L., Lopes-Silva J.P., Agostinho M.F., Detanico D., Takito M.Y., Franchini E. Participation in the International Judo Federation World Tour competitions and performance in Tokyo Olympic Games. Frontiers in Sports and Active Living. 2023; 5: 1216002. https://doi.org/10.3389/fspor.2023.1216002

2. Mooren J., von Gerhardt A.L., Hendriks I.T.J., Tol J.L., Koëter S. Epidemiology of Injuries during Judo Tournaments. Translational Sports Medicine. 2023; 2023: 2713614. https://doi.org/10.1155/2023/2713614.

3. Maksimov D.V., Seluyanov V.N., Tabakov S.E. Physical training of martial artists (sambo and judo). Theoretical and practical recommendations. 2011; 160. (In Russ.).

4. Weldon A, Cloak R, Kirk C, Ruddock A, Langan-Evans C, Detanico D, Loturco I, Kons R. Strength and Conditioning (S&C) Practices of Judo Athletes and S&C Coaches: A Survey-Based Investigation. J. Strength Cond Res. 2024 Apr 1; 38 (4): e160–e173. https://doi.org/10.1519/JSC.00000000000046

5. Mountjoy M., Ackerman K.E., Bailey D.M., Burke L.M., Constantini N., Hackney A.C., Heikura I.A., Melin A., Pensgaard A.M., Stellingwerff T., Sundgot-Borgen J.K., Torstveit M.K., Jacobsen A.U., Verhagen E., Budgett R., Engebretsen L., Erdener U. 2023 International Olympic Committee’s (IOC) consensus statement on Relative Energy Deficiency in Sport (REDs). British Journal of Sports Medicine. 2023; 57 (17): 1073–1097. https://doi.org/10.1136/bjsports-2023-106994

6. Schofield K., Thorpe H., Sims S. Resting metabolic rate prediction equations and the validity to assess energy deficiency in the athlete population. Experimental Physiology. 2019; 104: 469–475. https://doi.org/10.1113/EP087512

7. Freire R., Alcantara J.M., Hausen M., Itaborahy A. The estimation of the resting metabolic rate is affected by the method of gas exchange data selection in high-level athletes. Clinical Nutrition ESPEN. 2021; 41: 234–241. https://doi.org/10.1016/j.clnesp.2020.12.008

8. Fullmer S., Benson-Davies S., Earthman C.P., Frankenfield D.C., Gradwell E., Lee P.S., Piemonte T., Trabulsi J. Evidence analysis library review of best practices for performing indirect calorimetry in healthy and non-critically ill individuals. Journal of the Academy of Nutrition and Dietetics. 2015; 115: 1417–1446.e2. https://doi.org/10.1016/j.jand.2015.04.003

9. Miroshnikov A. B., Maksimov M. V., Rybakova P. D., Antonov A. G., Meshtel A. V., Onishchenko D.A., Smolensky A.V. Resting metabolic rate in combat athletes: accuracy of predictive equations developed on other populations. Bulletin of new medical technologies. Electronic publication. 2024; 18 (6): 111–117. https://doi.org/10.24412/2075-4094-2024-6-3-1. (In Russ.).

10. De Lorenzo A., Bertini I., Candeloro N. A new predictive equation to calculate resting metabolic rate in athletes. Journal of Sports Medicine and Physical Fitness. 1999; 39: 213–219.

11. Haaf T.T., Weijs P.J.M. Resting energy expenditure prediction in recreational athletes of 18–35 years: confirmation of Cunningham equation and an improved weight-based alternative. PLoS One. 2014; 9: e108460. https://doi.org/10.1371/journal.pone.0108460

12. Freire R, Pereira GR, Alcantara JMA, Santos R, Hausen M, Itaborahy A. New Predictive Resting Metabolic Rate Equations for High-Level Athletes: A Cross-Validation Study. Med. Sci. Sports Exerc. 2022 Aug 1; 54 (8): 1335–1345. https://doi.org/10.1249/MSS.0000000000002926

13. Jagim A.R., Camic C.L., Askow A. et al. Sex differences in resting metabolic rate among athletes. Journal of Strength and Conditioning Research. 2019; 33: 3008–3014. https://doi.org/10.1519/JSC.0000000000002813

14. Barley O.R., Chapman D.W., Abbiss C.R. Weight Loss Strategies in Combat Sports and Concerning Habits in Mixed Martial Arts. International Journal of Sports Physiology and Performance. 2017; 1–24. https://doi.org/10.1123/ijspp.2017-0715

15. Trexler E.T., Smith-Ryan A.E., Norton L.E. Metabolic adaptation to weight loss: implications for the athlete. Journal of the International Society of Sports Nutrition. 2014; 11(1): 7. https://doi.org/10.1186/1550-2783-11-7

16. Muracki J., Olszewski K., Stanula A., Kurtoğlu A., Lupu G.S., Nowak M. Comparison and Analysis of Body Composition of MMA Fighters and Powerlifting Athletes. Journal of Functional Morphology and Kinesiology. 2025; 10 (4): 388. https://doi.org/10.3390/jfmk10040388

17. Reale R., Burke L.M., Cox G.R., Slater G. Body composition of elite Olympic combat sport athletes. European Journal of Sport Science. 2020; 20 (2): 147–156. https://doi.org/10.1080/17461391.2019.1616826

18. Marques L.R. Basal metabolic rate for high-performance female karate athletes. Nutrición Hospitalaria. 2021; 38 (3): 563–567. https://doi.org/10.20960/nh.03390

19. Andrade C. Basal profile and correlation between biomarkers and other physiological parameters in mixed martial arts fighters after 72 hours of total rest. Europub Journal of Multidisciplinary Research. 2022; 3: 21–38. https://doi.org/10.55033/EJMRV3N1-004

20. Lebrоn M.A., Stout J.R., Fukuda D.H. Physiological Perturbations in Combat Sports: Weight Cycling and Metabolic Function – A Narrative Review. Metabolites. 2024; 14(2): 83. https://doi.org/10.3390/

21.


Review

For citations:


Meshtel A.V., Miroshnikov A.B., Maksimov M.V., Antonov A.G., Rybakova P.D., Shevtsov A.V. Development of a basal metabolic rate prediction equation for elite sambo and judo wrestlers: a pilot study. Medical alphabet. 2026;(9):57-61. (In Russ.) https://doi.org/10.33667/2078-5631-2026-9-57-61

Views: 52

JATS XML


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 2078-5631 (Print)
ISSN 2949-2807 (Online)