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Published in: Archives of Osteoporosis 1-2/2007

01-12-2007 | Original Article

Body mass index, percent body fat, and bone mass in a cohort of Chinese twins aged 6 to 18 years

Authors: Lester M. Arguelles, Xiaobin Wang, Binyan Wang, Hakan Demirtas, Jianhua Yang, Zhiping Li, Liuliu Wang, Xue Liu, Genfu Tang, Houxun Xing, Xiping Xu

Published in: Archives of Osteoporosis | Issue 1-2/2007

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Abstract

Introduction

This report examines the relationship of body mass index (BMI), percent body fat (%BF), and bone mass in a cohort of male and female twins recruited from Anhui province, China, ages 6–18 years—577 male pairs (mean age = 11.4) and 478 female pairs (mean age = 11.6).

Methods

Whole body bone mineral content (WBMC) in (g), whole body bone area (WBA) in (cm2), and %BF were measured using DEXA (Lunar Prodigy, USA). Regression analysis of within-pair differences was used to assess the strength of the association, and the analysis was stratified by gender and age group, where age cut-offs were based on ages at spermarche or menarche estimated from large population based studies in China. Males were stratified at ages before 14 and age 14–18, and females at ages prior to 12 and age 12–18.

Results

Univariately, BMI and %BF were associated with WBMC and WBA in the younger males and females, and in older males; %BF was significant only in older females. Multivariate models included both BMI and %BF. Among the younger males, age < 14, BMI and %BF were significantly associated with WBMC and WBA. In the younger females, age < 12, %BF was only significant to WBA. In the older age group, only BMI was significant to WBMC and WBA in females, but in males, BMI was positively associated, and %BF was negatively associated with both bone measures.

Discussion

These findings show that association between BMI and %BF and bone mass differ across gender and developmental stages, and %BF appears to be beneficial at younger ages, but detrimental or non-beneficial at older ages of development.
Literature
1.
go back to reference Miller JZ, Slemenda CW, Meaney FJ, Reister TK, Hui S, Johnston CC (1991) The relationship of bone mineral density and anthropometric variables in healthy male and female children. Bone Miner 14(2):137–152PubMedCrossRef Miller JZ, Slemenda CW, Meaney FJ, Reister TK, Hui S, Johnston CC (1991) The relationship of bone mineral density and anthropometric variables in healthy male and female children. Bone Miner 14(2):137–152PubMedCrossRef
2.
go back to reference Naka H, Iki M, Morita A, Ikeda Y (2005) Effects of pubertal development, height, weight, and grip strength on the bone mineral density of the lumbar spine and hip in peripubertal Japanese children: Kyoto kids increase density in the skeleton study (Kyoto KIDS study). J Bone Miner Metab 23:463–469PubMedCrossRef Naka H, Iki M, Morita A, Ikeda Y (2005) Effects of pubertal development, height, weight, and grip strength on the bone mineral density of the lumbar spine and hip in peripubertal Japanese children: Kyoto kids increase density in the skeleton study (Kyoto KIDS study). J Bone Miner Metab 23:463–469PubMedCrossRef
3.
go back to reference Molgaard C, Thomsen BL, Michaelsen KF (1998) Influence of weight, age and puberty on bone size and bone mineral content in healthy children and adolescents. Acta Paediatr 87(5):494–499PubMedCrossRef Molgaard C, Thomsen BL, Michaelsen KF (1998) Influence of weight, age and puberty on bone size and bone mineral content in healthy children and adolescents. Acta Paediatr 87(5):494–499PubMedCrossRef
4.
go back to reference Rico H, Arribas I, Casanova FJ, Duce AM, Hernandez ER, Cortes-Prieto J (2002) Bone mass, bone metabolism, gonadal status and body mass index. Osteoporos Int 13(5):379–387PubMedCrossRef Rico H, Arribas I, Casanova FJ, Duce AM, Hernandez ER, Cortes-Prieto J (2002) Bone mass, bone metabolism, gonadal status and body mass index. Osteoporos Int 13(5):379–387PubMedCrossRef
5.
go back to reference Du X, Greenfield H, Fraser DR et al (2003) Low body weight and its association with bone health and pubertal maturation in Chinese girls. Eur J Clin Nutr 57(5):693–700PubMedCrossRef Du X, Greenfield H, Fraser DR et al (2003) Low body weight and its association with bone health and pubertal maturation in Chinese girls. Eur J Clin Nutr 57(5):693–700PubMedCrossRef
6.
go back to reference Ohmura A, Kushida K, Yamazaki K, Okamoto S, Katsuno H, Inoue T (1997) Bone density and body composition in Japanese women. Calcif Tissue Int 61(2):117–122PubMedCrossRef Ohmura A, Kushida K, Yamazaki K, Okamoto S, Katsuno H, Inoue T (1997) Bone density and body composition in Japanese women. Calcif Tissue Int 61(2):117–122PubMedCrossRef
7.
go back to reference Pietrobelli A, Faith MS, Wang J, Brambilla P, Chiumello G, Heymsfield SB (2002) Association of lean tissue and fat mass with bone mineral content in children and adolescents. Obes Res 10(1):56–60PubMedCrossRef Pietrobelli A, Faith MS, Wang J, Brambilla P, Chiumello G, Heymsfield SB (2002) Association of lean tissue and fat mass with bone mineral content in children and adolescents. Obes Res 10(1):56–60PubMedCrossRef
8.
go back to reference Bedogni G, Mussi C, Malavolti M et al (2002) Relationship between body composition and bone mineral content in young and elderly women. Ann Hum Biol 29(5):559–565PubMedCrossRef Bedogni G, Mussi C, Malavolti M et al (2002) Relationship between body composition and bone mineral content in young and elderly women. Ann Hum Biol 29(5):559–565PubMedCrossRef
9.
go back to reference Hogler W, Briody J, Woodhead HJ, Chan A, Cowell CT (2003) Importance of lean mass in the interpretation of total body densitometry in children and adolescents. J Pediatr 143(1):81–88PubMedCrossRef Hogler W, Briody J, Woodhead HJ, Chan A, Cowell CT (2003) Importance of lean mass in the interpretation of total body densitometry in children and adolescents. J Pediatr 143(1):81–88PubMedCrossRef
10.
go back to reference Afghani A, Xie B, Wiswell RA, Gong J, Li Y, Anderson Johnson C (2003) Bone mass of Asian adolescents in China: influence of physical activity and smoking. Med Sci Sports Exerc 35(5):720–729PubMedCrossRef Afghani A, Xie B, Wiswell RA, Gong J, Li Y, Anderson Johnson C (2003) Bone mass of Asian adolescents in China: influence of physical activity and smoking. Med Sci Sports Exerc 35(5):720–729PubMedCrossRef
11.
go back to reference Arabi A, Tamim H, Nabulsi M et al (2004) Sex differences in the effect of body-composition variables on bone mass in healthy children and adolescents. Am J Clin Nutr 80(5):1428–1435PubMed Arabi A, Tamim H, Nabulsi M et al (2004) Sex differences in the effect of body-composition variables on bone mass in healthy children and adolescents. Am J Clin Nutr 80(5):1428–1435PubMed
12.
go back to reference Cobayashi F, Lopes LA, Taddei JA (2005) Bone mineral density in overweight and obese adolescents. J Pediatr (Rio J) 81(4):337–342 Cobayashi F, Lopes LA, Taddei JA (2005) Bone mineral density in overweight and obese adolescents. J Pediatr (Rio J) 81(4):337–342
13.
go back to reference Ackerman A, Thornton JC, Wang J, Pierson RNJ, Horlick M (2006) Sex difference in the effect of puberty on the relationship between fat mass and bone mass in 926 healthy subjects, 6 to 18 years old. Obesity 14(5):819–825PubMed Ackerman A, Thornton JC, Wang J, Pierson RNJ, Horlick M (2006) Sex difference in the effect of puberty on the relationship between fat mass and bone mass in 926 healthy subjects, 6 to 18 years old. Obesity 14(5):819–825PubMed
14.
go back to reference Goulding A, Taylor RW, Jones IE, McAuley KA, Manning PJ, Williams SM (2000) Overweight and obese children have low bone mass and area for their weight. Int J Obes Relat Metab Disord 24(5):627–632PubMedCrossRef Goulding A, Taylor RW, Jones IE, McAuley KA, Manning PJ, Williams SM (2000) Overweight and obese children have low bone mass and area for their weight. Int J Obes Relat Metab Disord 24(5):627–632PubMedCrossRef
15.
go back to reference Weiler HA, Janzen L, Green K, Grabowski J, Seshia MM, Yuen KC (2000) Percent body fat and bone mass in healthy Canadian females 10 to 19 years of age. Bone 27(2):203–207PubMedCrossRef Weiler HA, Janzen L, Green K, Grabowski J, Seshia MM, Yuen KC (2000) Percent body fat and bone mass in healthy Canadian females 10 to 19 years of age. Bone 27(2):203–207PubMedCrossRef
16.
go back to reference Babaroutsi E, Magkos F, Manios Y, Sidossis LS (2005) Body mass index, calcium intake, and physical activity affect calcaneal ultrasound in healthy Greek males in an age-dependent and parameter-specific manner. J Bone Miner Metab 23(2):157–166PubMedCrossRef Babaroutsi E, Magkos F, Manios Y, Sidossis LS (2005) Body mass index, calcium intake, and physical activity affect calcaneal ultrasound in healthy Greek males in an age-dependent and parameter-specific manner. J Bone Miner Metab 23(2):157–166PubMedCrossRef
17.
go back to reference Goulding A, Grant AM, Williams SM (2005) Bone and body composition of children and adolescents with repeated forearm fractures. J Bone Miner Res 20(12):2090–2096PubMedCrossRef Goulding A, Grant AM, Williams SM (2005) Bone and body composition of children and adolescents with repeated forearm fractures. J Bone Miner Res 20(12):2090–2096PubMedCrossRef
18.
go back to reference Nagasaki K, Kikuchi T, Hiura M, Uchiyama M (2004) Obese Japanese children have low bone mineral density after puberty. J Bone Miner Metab 22(4):376–381PubMedCrossRef Nagasaki K, Kikuchi T, Hiura M, Uchiyama M (2004) Obese Japanese children have low bone mineral density after puberty. J Bone Miner Metab 22(4):376–381PubMedCrossRef
19.
go back to reference Vicente-Rodriguez G, Jimenez-Ramirez J, Ara I, Serrano-Sanchez JA, Dorado C, Calbet JA (2003) Enhanced bone mass and physical fitness in prepubescent footballers. Bone 33(5):853–859PubMedCrossRef Vicente-Rodriguez G, Jimenez-Ramirez J, Ara I, Serrano-Sanchez JA, Dorado C, Calbet JA (2003) Enhanced bone mass and physical fitness in prepubescent footballers. Bone 33(5):853–859PubMedCrossRef
20.
go back to reference Nurmi-Lawton JA, Baxter-Jones AD, Mirwald RL et al (2004) Evidence of sustained skeletal benefits from impact-loading exercise in young females: a 3-year longitudinal study. J Bone Miner Res 19(2):314–322PubMedCrossRef Nurmi-Lawton JA, Baxter-Jones AD, Mirwald RL et al (2004) Evidence of sustained skeletal benefits from impact-loading exercise in young females: a 3-year longitudinal study. J Bone Miner Res 19(2):314–322PubMedCrossRef
21.
go back to reference Fuchs RK, Snow CM (2002) Gains in hip bone mass from high-impact training are maintained: a randomized controlled trial in children. J Pediatr 141(3):357–362PubMedCrossRef Fuchs RK, Snow CM (2002) Gains in hip bone mass from high-impact training are maintained: a randomized controlled trial in children. J Pediatr 141(3):357–362PubMedCrossRef
22.
go back to reference Galal OM, Hulett J (2005) Obesity among schoolchildren in developing countries. Food Nutr Bull 26(2 Suppl 2):S261–S266PubMed Galal OM, Hulett J (2005) Obesity among schoolchildren in developing countries. Food Nutr Bull 26(2 Suppl 2):S261–S266PubMed
23.
go back to reference Wang Y, Monteiro C, Popkin BM (2002) Trends of obesity and underweight in older children and adolescents in the United States, Brazil, China, and Russia. Am J Clin Nutr 75(6):971–977PubMed Wang Y, Monteiro C, Popkin BM (2002) Trends of obesity and underweight in older children and adolescents in the United States, Brazil, China, and Russia. Am J Clin Nutr 75(6):971–977PubMed
24.
go back to reference Young D, Hopper JL, Nowson CA et al (1995) Determinants of bone mass in 10- to 26-year-old females: a twin study. J Bone Miner Res 10(4):558–567PubMedCrossRef Young D, Hopper JL, Nowson CA et al (1995) Determinants of bone mass in 10- to 26-year-old females: a twin study. J Bone Miner Res 10(4):558–567PubMedCrossRef
25.
go back to reference Bachrach LK (2005) Osteoporosis and measurement of bone mass in children and adolescents. Endocrinol Metab Clin North Am 34(3):521–535 viiPubMedCrossRef Bachrach LK (2005) Osteoporosis and measurement of bone mass in children and adolescents. Endocrinol Metab Clin North Am 34(3):521–535 viiPubMedCrossRef
26.
go back to reference Nguyen TV, Howard GM, Kelly PJ, Eisman JA (1998) Bone mass, lean mass, and fat mass: same genes or same environments? Am J Epidemiol 147(1):3–16PubMed Nguyen TV, Howard GM, Kelly PJ, Eisman JA (1998) Bone mass, lean mass, and fat mass: same genes or same environments? Am J Epidemiol 147(1):3–16PubMed
27.
go back to reference Nguyen TV, Livshits G, Center J, Yakovenko K, Eisman JA (2003) Genetic determination of bone mineral density: evidence for a major gene. J Clin Endocrinol Metab 88(8):3614–3620PubMedCrossRef Nguyen TV, Livshits G, Center J, Yakovenko K, Eisman JA (2003) Genetic determination of bone mineral density: evidence for a major gene. J Clin Endocrinol Metab 88(8):3614–3620PubMedCrossRef
28.
go back to reference Hopper JL, Green RM, Nowson CA et al (1998) Genetic, common environment, and individual specific components of variance for bone mineral density in 10- to 26-year-old females: a twin study. Am J Epidemiol 147(1):17–29PubMed Hopper JL, Green RM, Nowson CA et al (1998) Genetic, common environment, and individual specific components of variance for bone mineral density in 10- to 26-year-old females: a twin study. Am J Epidemiol 147(1):17–29PubMed
29.
go back to reference Silvey SD (1969) Multicollinearity and imprecise estimation. J R Stat Soc 31:539–552 Silvey SD (1969) Multicollinearity and imprecise estimation. J R Stat Soc 31:539–552
30.
go back to reference Ji CY (2001) Age at spermarche and comparison of growth and performance of pre- and post-spermarcheal Chinese boys. Am J Hum Biol 13(1):35–43PubMedCrossRef Ji CY (2001) Age at spermarche and comparison of growth and performance of pre- and post-spermarcheal Chinese boys. Am J Hum Biol 13(1):35–43PubMedCrossRef
31.
32.
go back to reference Lam TH, Shi HJ, Ho LM, Stewart SM, Fan S (2002) Timing of pubertal maturation and heterosexual behavior among Hong Kong Chinese adolescents. Arch Sex Behav 31(4):359–366PubMedCrossRef Lam TH, Shi HJ, Ho LM, Stewart SM, Fan S (2002) Timing of pubertal maturation and heterosexual behavior among Hong Kong Chinese adolescents. Arch Sex Behav 31(4):359–366PubMedCrossRef
33.
go back to reference Hesketh T, Ding QJ, Tomkins A (2002) Growth status and menarche in urban and rural China. Ann Hum Biol 29(3):348–352PubMedCrossRef Hesketh T, Ding QJ, Tomkins A (2002) Growth status and menarche in urban and rural China. Ann Hum Biol 29(3):348–352PubMedCrossRef
34.
go back to reference Graham MJ, Larsen U, Xu X (1999) Secular trend in age at menarche in China: a case study of two rural counties in Anhui Province. J Biosoc Sci 31(2):257–267PubMedCrossRef Graham MJ, Larsen U, Xu X (1999) Secular trend in age at menarche in China: a case study of two rural counties in Anhui Province. J Biosoc Sci 31(2):257–267PubMedCrossRef
35.
go back to reference Hopper JL, Seeman E (1994) The bone density of female twins discordant for tobacco use. N Engl J Med 330(6):387–392PubMedCrossRef Hopper JL, Seeman E (1994) The bone density of female twins discordant for tobacco use. N Engl J Med 330(6):387–392PubMedCrossRef
36.
go back to reference Wand MP (2003) Smoothing and mixed models. Comput Stat 18:223–249 Wand MP (2003) Smoothing and mixed models. Comput Stat 18:223–249
37.
go back to reference R Development Core Team (2006) R: A Language and Environment for Statistical Computing (2006) Vienna, Austria: R Foundation for Statistical Computing R Development Core Team (2006) R: A Language and Environment for Statistical Computing (2006) Vienna, Austria: R Foundation for Statistical Computing
38.
go back to reference SAS software (2000) Version 8.2. Cary: SAS Institute Inc. SAS software (2000) Version 8.2. Cary: SAS Institute Inc.
39.
go back to reference Taylor RW, Grant AM, Goulding A, Williams SM (2005) Early adiposity rebound: review of papers linking this to subsequent obesity in children and adults. Curr Opin Clin Nutr Metab Care 8(6):607–612PubMedCrossRef Taylor RW, Grant AM, Goulding A, Williams SM (2005) Early adiposity rebound: review of papers linking this to subsequent obesity in children and adults. Curr Opin Clin Nutr Metab Care 8(6):607–612PubMedCrossRef
40.
go back to reference Heaney RP (2003) Bone mineral content, not bone mineral density, is the correct bone measure for growth studies. Am J Clin Nutr 78(2):350–351PubMed Heaney RP (2003) Bone mineral content, not bone mineral density, is the correct bone measure for growth studies. Am J Clin Nutr 78(2):350–351PubMed
41.
go back to reference Zhen-Wang B, Cheng-Ye J (2005) Secular growth changes in body height and weight in children and adolescents in Shandong, China between 1939 and 2000. Ann Hum Biol 32(5):650–665PubMedCrossRef Zhen-Wang B, Cheng-Ye J (2005) Secular growth changes in body height and weight in children and adolescents in Shandong, China between 1939 and 2000. Ann Hum Biol 32(5):650–665PubMedCrossRef
42.
go back to reference Zhu K, Du X, Cowell CT et al (2005) Effects of school milk intervention on cortical bone accretion and indicators relevant to bone metabolism in Chinese girls aged 10–12 y in Beijing. Am J Clin Nutr 81(5):1168–1175PubMed Zhu K, Du X, Cowell CT et al (2005) Effects of school milk intervention on cortical bone accretion and indicators relevant to bone metabolism in Chinese girls aged 10–12 y in Beijing. Am J Clin Nutr 81(5):1168–1175PubMed
44.
go back to reference Maddison A (1998) Chinese economic performance in the long run. Paris: OECD Maddison A (1998) Chinese economic performance in the long run. Paris: OECD
45.
go back to reference Tanner JM (1990) Foetus into Man. Cambridge, MA: Harvard University Press Tanner JM (1990) Foetus into Man. Cambridge, MA: Harvard University Press
Metadata
Title
Body mass index, percent body fat, and bone mass in a cohort of Chinese twins aged 6 to 18 years
Authors
Lester M. Arguelles
Xiaobin Wang
Binyan Wang
Hakan Demirtas
Jianhua Yang
Zhiping Li
Liuliu Wang
Xue Liu
Genfu Tang
Houxun Xing
Xiping Xu
Publication date
01-12-2007
Publisher
Springer-Verlag
Published in
Archives of Osteoporosis / Issue 1-2/2007
Print ISSN: 1862-3522
Electronic ISSN: 1862-3514
DOI
https://doi.org/10.1007/s11657-007-0011-z

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