Abstract
Objectives
To compare the association between waist circumference (WC), waist-to-hip ratio (WHR), waist-to-height ratio (WHtR), body mass index (BMI), and percentage of body fat (PBF) measured by dual energy X-ray absorptiometry (DXA) method in children and adolescents of Vietnam.
Methods
This cross-sectional study included 153 children and adolescents aged 6–18 y old in Ho Chi Minh City, Vietnam. Correlations between indicators were determined using Pearson correlation coefficient (r). Linear regression was carried out with PBF as dependent variable to test the further association of potential indicators.
Results
The strongest correlation was found between PBF and WHtR in all pubertal stages (0.712; 0.556; 0.638 in male; 0.635; 0.799; 0.611 in female, respectively). The regression analysis indicated that WHtR was the most effective estimator of PBF (\({{R}}_{{adj}}^{2}\) = 0.69, RMSE = 4.54 for male; \({{R}}_{{adj}}^{2}\) = 0.50, RMSE = 4.34 for female) in the model including pubertal stage variable for each gender.
Conclusions
The results support the use of WHtR as an effective indicator for detecting adiposity in Vietnamese children and adolescents.
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References
World Health Organization. Obesity: Preventing and managing the global epidemic. Technical report series. 894 ed. Geneva: WHO. 2000.p.6–8.
Zeng Q, Dong SY, Sun XN, Xie J, Cui Y. Percent body fat is a better predictor of cardiovascular risk factors than body mass index. Braz J Med Biol Res. 2012;45:591–600.
Pritchard JE, Nowson CA, Strauss BJ, Carlson JS, Kaymakci B, Wark JD. Evaluation of dual energy X-ray absorptiometry as a method of measurement of body fat. Eur J Clin Nutr. 1993;47:216–28.
WHO Multicentre Growth Reference Study Group. WHO child growth standards based on length/height, weight and age. Acta Paediatr Suppl. 2006;450:76–85.
Freedman DS, Horlick M, Berenson GS. A comparison of the slaughter skinfold-thickness equations and BMI in predicting body fatness and cardiovascular disease risk factor levels in children. Am J Clin Nutr. 2013;98:1417–24.
Aguilar-Morales I, Colin-Ramirez E, Rivera-Mancía S, Vallejo M, Vázquez-Antona C. Performance of waist-to-height ratio, waist circumference, and body mass index in discriminating cardio-metabolic risk factors in a sample of school-aged Mexican children. Nutrients. 2018;10:1850.
World Health Organization. Waist circumference and waist-hip ratio : report of a WHO expert consultation.Geneva:World Health Organization. 2011.p.12–16.
Rakić R, Pavlica T, Bjelanović J, Vasiljević P. Predictive ability of waist-to-hip-ratio and waist-to-height-ratio in relation to overweight/obesity in adolescents from Vojvodina (the Republic of Serbia) predictive ability of waist-to-hip-ratio and waist-to-height-ratio : Predictive Ability of Waist-to-Hip-Ratio and Waist-to-Height-Ratio. Prog Nutr. 2019;21:992–8.
Freedman DS, Dietz WH, Srinivasan SR, Berenson GS. Risk factors and adult body mass index among overweight children: the Bogalusa heart study. Pediatrics. 2009;123:750–7.
Arnaiz P, Marín A, Pino F, et al. Waist height ratio, ultrasensitive c reactive protein and metabolic syndrome in children. Rev Med Chil. 2010;138:1378–85.
Schwandt P, Bertsch T, Haas GM. Anthropometric screening for silent cardiovascular risk factors in adolescents: the PEP family heart study. Atherosclerosis. 2010;211:667–71.
Baker ER. Body weight and the initiation of puberty. Clin Obstet Gynecol. 1985;28:573–9.
Taylor RW, Grant AM, Williams SM, Goulding A. Sex differences in regional body fat distribution from pre-to postpuberty. Obesity (Silver Spring). 2010;18:1410–6.
Goulding A, Taylor RW, Gold E, Lewis-Barned NJ. Regional body fat distribution in relation to pubertal stage: a dual-energy X-ray absorptiometry study of New Zealand girls and young women. Am J Clin Nutr. 1996;64:546–51.
Nakavachara P, Pooliam J, Weerakulwattana L, et al. A normal reference of bone mineral density (BMD) measured by dual energy X-ray absorptiometry in healthy thai children and adolescents aged 5–18 years: a new reference for Southeast Asian Populations. PLoS ONE. 2014;9:e97218.
Stewart A, Marfell–Jones M, Olds T, De Ridder J. International Standards for Anthropometric Assessment. 3rd ed. Lower Hutt, New Zealand:The International Society for the Advancement in Kinanthropometry(ISAK). 2011.p.83–84
Tanner JM. Growth at adolescence; with a general consideration of the effects of hereditary and environmental factors upon growth and maturation from birth to maturity. Oxford: Blackwell Scientific Publications; 1962.
Carvalho WR, Gonçalves EM, Ríbeiro RR, Farias ES, Carvalho SS, Guerra-Júnior G. Influence of body composition on bone mass in children and adolescents (1992). Rev Assoc Med Bras. 2011;57:662–7.
Chen G, Yan H, Hao Y, et al. Comparison of various anthropometric indices in predicting abdominal obesity in Chinese children: a cross-sectional study. BMC pediatr. 2019;19:127.
Taylor RW, Jones IE, Williams SM, Goulding A. Evaluation of waist circumference, waist-to-hip ratio, and the conicity index as screening tools for high trunk fat mass, as measured by dual-energy X-ray absorptiometry, in children aged 3–19 y. Am J Clin Nutr. 2000;72:490–5.
Ley CJ, Lees B, Stevenson JC. Sex-and menopause-associated changes in body-fat distribution. Am J Clin Nutr. 1992;55:950–4.
Lewitt MS, Baker JS, Mooney GP, Hall K, Thomas NE. Pubertal stage and measures of adiposity in British schoolchildren. Ann Hum Biol. 2012;39:440–7.
Fujita Y, Kouda K, Nakamura H, Iki M. Cut-off values of body mass index, waist circumference, and waist–to–height ratio to identify excess abdominal fat: population-based screening of Japanese school children. J Epidemiol. 2011;21:191–6.
Marrodán M, Alvarez JM, de Espinosa MG, et al. Predicting percentage body fat through waist-to-height ratio (WtHR) in Spanish schoolchildren. Public Health Nutr. 2014;17:870–6.
Nambiar S, Hughes I, Davies PS. Developing waist-to-height ratio cut-offs to define overweight and obesity in children and adolescents. Public Health Nutr. 2010;13:1566–74.
Brambilla P, Bedogni G, Heo M, Pietrobelli A. Waist circumference-to-height ratio predicts adiposity better than body mass index in children and adolescents. Int J Obes (Lond). 2013;37:943–6.
Martin-Calvo N, Moreno-Galarraga L, Martinez-Gonzalez MA. Association between body mass index, waist-to-height ratio and adiposity in children: a systematic review and meta-analysis. Nutrients. 2016;8:512.
Yoo EG. Waist-to-height ratio as a screening tool for obesity and cardiometabolic risk. Korean J Pediatr. 2016;5:425–31.
Jones RE, Lopez KH.Glossary. In: Jones RE, Lopez KH, eds. Human Reproductive Biology (FourthEdition). San Diego: Academic Press. 2014;349–67.
Wang Y. Is obesity associated with early sexual maturation? a comparison of the association in American boys versus girls. Pediatrics. 2002;110:903–10.
Acknowledgements
The authors gratefully acknowledge the support provided by the school principals, class teachers, and parent of participants, who created favorable conditions for collecting data protocol. They als0 thank Dr Thanh V. Kim, Dr Tam M. Do, Dr. Thanh T.K. Tran, and other colleagues from the Faculty of Public Health, Pham Ngoc Thach University of Medicine, pediatric doctors from the Department of Neurology and Endocrinology, Children Hospital No. 1, technicians at Diagnostic Imaging Department of 115 people hospital who provided invaluable help during follow-up data collection.
Funding
The survey was funded by a grant from the Pham Ngoc Thach University of Medicine.
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HKT participated in the design of the study and the analytical strategy and revised the manuscript for important intellectual content. CN and NV participated in the design, collecting data, carried out the study, performed the statistical analysis, and drafted the manuscript. All authors read and approved the final manuscript. HKT will act as the guarantor for this paper.
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The ethics committee for Medical research of Pham Ngoc Thach University of Medicine (PNTUM) approved the study (Decision No. 2300/2019/HD-TDHYKPNT). Also the study was approved by the Education Department and the school principals at each of the selected schools. Written consent was obtained from both students and their parents before the data collection.
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Informed consent was sent and signed by participant parents or legal guardians. All subjects were also asked to give verbal assent immediately before examination.
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Tang, H.K., Nguyen, C.T. & Vo, N.H. Anthropometric Indicators to Estimate Percentage of Body Fat: A Comparison Using Cross-Sectional Data of Children and Adolescents in Ho Chi Minh City, Vietnam. Indian J Pediatr 89, 857–864 (2022). https://doi.org/10.1007/s12098-021-03882-7
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DOI: https://doi.org/10.1007/s12098-021-03882-7