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Approaches to Substantiating Population Standards of Body Roundness Index for the Russian Population (Using the Example of the Adult Population of the Omsk Region)

https://doi.org/10.23946/2500-0764-2026-11-1-142-152

Abstract

Aim. To substantiate the approximate population standards of the body roundness index for the adult population of the Russian Federation.

Materials and methods. The object of the study is the adult population of the Omsk region (1,470 thousand people). In 2023, a sample was formed, based on gender, age and place of residence (Omsk city and rural areas of the region) in the number of 506 people, representative by age and gender of the adult population of the region (231 men and 275 women) with The median age was 45 (32; 59) years. The subject of the study is somatometric parameters of the nutritional status of the adult population of the Omsk region: Body Roundness Index (BRI), body mass index.

Results. The parameters of descriptive BRI statistics for different sample groups are calculated. The comparative analysis shows the inapplicability of the ranges of BRI standards developed for various groups of the adult population in other countries of the world to the studied population. Based on the analysis of the literature, the most reasonable approach to determining the boundaries of the statistical norm of BRI has been determined: using the ranges of percentile values of the variational series of BRI values as boundaries: P2.3, P16, P84, P97.7. Using this approach, statistical normative ranges of the index for the adult population of the region are proposed: "high" values – above 6.75, "above normal" – ranging from 4.83 to 6.75, "average" – from 2.16 to 4.83, "below average" – from 1.39 to 2.15, "low" – less than 1.39.

Conclusion. In this study, based on the study of a representative sample, approximate population standards of the BRI index for the adult population of Russia are proposed.

About the Authors

D. V. Turchaninov
Omsk State Medical University
Russian Federation

Prof. Denis V. Turchaninov, MD, Dr. Sci. (Medicine), Professor Head of the Department of Hygiene and Human Nutrition

Lenin Street, 12, Omsk, 644099



A. A. Klimov
Omsk State Medical University
Russian Federation

Mr. Aleksandr A. Klimov, laboratory research assistant, Department of Hygiene and Human Nutrition

Lenin Street, 12, Omsk, 644099



E. A. Vilms
Omsk State Medical University
Russian Federation

Dr. Elena A. Vilms, MD, Cand. Sci. (Medicine), Associate Professor, Department of Epidemiology

Lenin Street, 12, Omsk, 644099



M. S. Turchaninova
Omsk State Medical University
Russian Federation

Dr. Mariya S. Turchaninova, MD, Cand. Sci. (Medicine), Associate Professor, Department of Hygiene and Human Nutrition

Lenin Street, 12, Omsk, 644099



V. A. Shirinskiy
Omsk State Medical University
Russian Federation

Prof. Vladimir A. Shirinskiy, MD, Dr. Sci. (Medicine), Professor, Professor of the Department of Hygiene

Lenin Street, 12, Omsk, 644099



References

1. Keys A, Fidanza F, Karvonen MJ, Kimura N, Taylor HL. Indices of relative weight and obesity. J Chronic Dis. 1972;25(6):32–43. https://doi.org/10.1016/0021-9681(72)90027-6

2. Weir CB, Jan A. BMI Classification Percentile and Cut Off Points. 2023. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2025. PMID: 31082114.

3. Romero-Corral A, Somers VK, Sierra-Johnson J, Thomas RJ, Collazo-Clavell ML, Korinek J,, et al. Accuracy of body mass index in diagnosing obesity in the adult general population. Int J Obes (Lond). 2008;32(6):959–966. https://doi.org/10.1038/ijo.2008.11

4. WHO Expert Consultation. Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies. The Lancet. 2004;363(9403):157–163. https://doi.org/10.1016/S0140-6736(03)15268-3

5. Calderón-García JF, Roncero-Martín R, Rico-Martín S, De Nicolás-Jiménez JM, López-Espuela F, Santano-Mogena E, et al. Effectiveness of Body Roundness Index (BRI) and a Body Shape Index (ABSI) in Predicting Hypertension: A Systematic Review and Meta-Analysis of Observational Studies. Int J Enviro. Res Public Health. 2021;18(21):11607. https://doi.org/10.3390/ijerph182111607

6. Qiu L, Xiao Z, Fan B, Li L, Sun G. Association of body roundness index with diabetes and prediabetes in US adults from NHANES 2007- 2018: a cross-sectional study. Lipids Health Dis. 2024;23(1):252. https://doi.org/10.1186/s12944-024-02238-2

7. Bilash N. V., Konstantinova E. D., Ogorodnikova S. Yu., Maslakova T. A. Realizaciya ROC-analiza dlya opredeleniya porogovyh znachenij novyh antropometricheskih indeksov BRI, ABSI, LAP. Available at: https://restrajectory.ru/9-6.pdf. Accessed: 20.02.2026. (In Russ.).

8. Zhao E, Wen X, Qiu W, Zhang C. Association between body roundness index and risk of ultrasound-defined non-alcoholic fatty liver disease. Heliyon. 2023;10(1):e23429. https://doi.org/10.1016/j.heliyon.2023.e23429

9. Bai G, Peng Y, Liu Q, Shao X, Zhan Y, Chen A, et al. Association between body roundness index and psoriasis among US adults: a nationwide population-based study. Lipids Health Dis. 2024;23(1):373. https://doi.org/10.1186/s12944-024-02365-w

10. Wei C, Zhang G. Association between body roundness index (BRI) and gallstones: results of the 2017-2020 national health and nutrition examination survey (NHANES). BMC Gastroenterol. 2024;24(1):192. https://doi.org/10.1186/s12876-024-03280-1

11. Wang X, Guo Z, Wang M, Xiang C. Association between body roundness index and risk of osteoarthritis: a cross-sectional study. Lipids Health Dis. 2024;23(1):334. https://doi.org/10.1186/s12944-024-02324-5

12. Cao H, Shi C, Aihemaiti Z, Dai X, Yu F, Wang S. Association of body round index with chronic kidney disease: a population-based cross-sectional study from NHANES 1999-2018. Int Urol Nephrol. 2025;57(3):965–971. https://doi.org/10.1007/s11255-024-04275-3

13. Thomas DM, Bredlau C, Bosy-Westphal A, Mueller M, Shen W, Gallagher D, et al. Relationships between body roundness with body fat and visceral adipose tissue emerging from a new geometrical model. Obesity (Silver Spring). 2013;21(11):2264–2271. https://doi.org/10.1002/oby.20408

14. Ashwell M, Gibson S. Waist-to-height ratio as an indicator of 'early health risk': simpler and more predictive than using a 'matrix' based on BMI and waist circumference. BMJ Open. 2016;6(3):e010159. https://doi.org/10.1136/bmjopen-2015-010159

15. Krakauer NY, Krakauer JC. A new body shape index predicts mortality hazard independently of body mass index. PLoS One. 2012;7(7):e39504. https://doi.org/10.1371/journal.pone.0039504

16. Zhang X, Ma N, Lin Q, Chen K, Zheng F, Wu J, et al. Body Roundness Index and All-Cause Mortality Among US Adults. JAMA Netw Open. 2024;7(6):e2415051. https://doi.org/10.1001/jamanetworkopen.2024.15051

17. Gao W, Jin L, Li D, Zhang Y, Zhao W, Zhao Y, et al. The association between the body roundness index and the risk of colorectal cancer: a cross-sectional study. Lipids Health Dis. 2023;22(1):53. 10.1186/s12944-023-01814-2

18. Rico-Martín S, Calderón-García JF, Sánchez-Rey P, Franco-Antonio C, Martínez Alvarez M, Sánchez Muñoz-Torrero JF. Effectiveness of body roundness index in predicting metabolic syndrome: A systematic review and meta-analysis. Obes Rev. 2020;21(7):e13023. https://doi.org/10.1111/obr.13023

19. Zhang J, Zhu W, Qiu L, Huang L, Fang L. Sex- and Age-Specific Optimal Anthropometric Indices as Screening Tools for Metabolic Syndrome in Chinese Adults. Int J Endocrinol. 2018;2018:1067603. https://doi.org/10.1155/2018/1067603

20. Liu PJ, Ma F, Lou HP, Zhu YN. Body roundness index and body adiposity index: two new anthropometric indices to identify metabolic syndrome among Chinese postmenopausal women. Climacteric. 2016;19(5):433–439. https://doi.org/10.1080/13697137.2016.1202229

21. Li G, Wu HK., Wu XW, Cao Z, Tu YC, Ma Y, et al. The feasibility of two anthropometric indices to identify metabolic syndrome, insulin resistance and inflammatory factors in obese and overweight adults. Nutrition. 2019;57:194–201. https://doi.org/10.1016/j.nut.2018.05.004

22. Xu J, Zhang L, Wu Q, Zhou Y, Jin Z, Li Z, et al. Body roundness index is a superior indicator to associate with the cardio-metabolic risk: evidence from a cross-sectional study with 17,000 EasternChina adults. BMC Cardiovasc Disord. 2021;21(1):97. https://doi.org/10.1186/s12872-021-01905-x

23. Anna V. Brusentsova, Elena A. Vilms, Maria S. Turchaninova, Tatiana A. Yunatskaya. Dietary intake of silicon in the adult population of Omsk Region. Fundamental and Clinical Medicine. 2025;10(2):5-14. (In Russ.). https://doi.org/10.23946/2500-0764-2025-10-2-5-

24. Shirinskij VA, Bruskin ZZ. Integral'naya ocenka sostoyaniya funkcional'nyh sistem organizma. Gigiena i sanitariya. 1979:8:32–36. (In Russ.).


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For citations:


Turchaninov D.V., Klimov A.A., Vilms E.A., Turchaninova M.S., Shirinskiy V.A. Approaches to Substantiating Population Standards of Body Roundness Index for the Russian Population (Using the Example of the Adult Population of the Omsk Region). Fundamental and Clinical Medicine. 2026;11(1):142-152. (In Russ.) https://doi.org/10.23946/2500-0764-2026-11-1-142-152

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