Timing, velocity, and magnitude of pubertal changes in body composition: a longitudinal study (2024)

Lister, N. B. et al. Child and adolescent obesity. Nat. Rev. Dis. Prim. 9, 24 (2023).

Article PubMed Google Scholar

Choi, K. M. Sarcopenia and sarcopenic obesity. Korean J. Intern. Med. 31, 1054–1060 (2016).

Article PubMed PubMed Central Google Scholar

Kyle, U. G., Schutz, Y., Dupertuis, Y. M. & Pichard, C. Body composition interpretation. Contributions of the fat-free mass index and the body fat mass index. Nutrition 19, 597–604 (2003).

Article PubMed Google Scholar

Córdoba-Rodríguez, D. P. et al. Fat-free/lean body mass in children with insulin resistance or metabolic syndrome: a systematic review and meta-analysis. BMC Pediatr. 22, 58 (2022).

Article PubMed PubMed Central Google Scholar

Xu, R., Zhang, X., Zhou, Y., Wan, Y. & Gao, X. Percentage of free fat mass is associated with elevated blood pressure in healthy Chinese children. Hypertens. Res. 42, 95–104 (2019).

Article CAS PubMed Google Scholar

Alberga, A. S., Sigal, R. J., Goldfield, G., Prud’ homme, D. & Kenny, G. P. Overweight and obese teenagers: why is adolescence a critical period? Pediatr. Obes. 7, 261–273 (2012).

Article CAS PubMed Google Scholar

Cheng, G. et al. Velocities of weight, height and fat mass gain during potentially critical periods of growth are decisive for adult body composition. Eur. J. Clin. Nutr. 69, 262–268 (2015).

Article CAS PubMed Google Scholar

Uauy, R., Kain, J. & Corvalan, C. How can the developmental origins of health and disease (DOHaD) hypothesis contribute to improving health in developing countries? Am. J. Clin. Nutr. 94, 1759S–1764S (2011).

Article CAS PubMed Google Scholar

Kyle, U. G., Earthman, C. P., Pichard, C. & Coss-Bu, J. A. Body composition during growth in children: limitations and perspectives of bioelectrical impedance analysis. Eur. J. Clin. Nutr. 69, 1298–1305 (2015).

Article CAS PubMed Google Scholar

Chula de Castro, J. A., Lima, T. R. & Silva, D. A. S. Body composition estimation in children and adolescents by bioelectrical impedance analysis: a systematic review. J. Bodyw. Mov. Ther. 22, 134–146 (2018).

Article PubMed Google Scholar

Cole, T. J., Donaldson, M. D. & Ben-Shlomo, Y. SITAR—a useful instrument for growth curve analysis. Int. J. Epidemiol. 39, 1558–1566 (2010).

Article PubMed PubMed Central Google Scholar

McCarthy, A. et al. Birth weight; postnatal, infant, and childhood growth; and obesity in young adulthood: evidence from the Barry Caerphilly growth study. Am. J. Clin. Nutr. 86, 907–913 (2007).

Article CAS PubMed Google Scholar

Kuzawa, C. W. et al. Birth weight, postnatal weight gain, and adult body composition in five low and middle income countries. Am. J. Hum. Biol. 24, 5–13 (2012).

Article PubMed Google Scholar

Dietz, W. H. Critical periods in childhood for the development of obesity. Am. J. Clin. Nutr. 59, 955–959 (1994).

Article CAS PubMed Google Scholar

Zheng, Y. et al. Association of body composition with pubertal timing in children and adolescents from Guangzhou, China. Front. Public Health 10, 943886 (2022).

Article PubMed PubMed Central Google Scholar

Chen, Y. C. et al. Assessing causality between childhood adiposity and early puberty: a bidirectional Mendelian randomization and longitudinal study. Metabolism 100, 153961 (2019).

Article CAS PubMed Google Scholar

Nyati, L. H., Pettifor, J. M., Ong, K. K. & Norris, S. A. The association between the timing, intensity and magnitude of adolescent growth and body composition in early adulthood. Eur. J. Clin. Nutr. https://doi.org/10.1038/s41430-023-01293-9 (2023).

Cheng, H. L. et al. The tempo and timing of puberty: associations with early adolescent weight gain and body composition over three years. Child Adolesc. Obes. 5, 16–27 (2022).

Article Google Scholar

Cole, T. J. et al. Using super-imposition by translation and rotation (SITAR) to relate pubertal growth to bone health in later life: the Medical Research Council (MRC) National Survey of Health and Development. Int. J. Epidemiol. 45, 1125–1134 (2016).

CAS PubMed PubMed Central Google Scholar

Tanner, J. M. & Whitehouse, R.H. Atlas of Children’s Growth (Academic Press, 1982).

Cole, T. J. Tanner’s tempo of growth in adolescence: recent SITAR insights with the Harpenden Growth Study and ALSPAC. Ann. Hum. Biol. 47, 181–198 (2020).

Article CAS PubMed PubMed Central Google Scholar

Eckert-Lind, C. et al. Worldwide secular trends in age at pubertal onset assessed by breast development among girls: a systematic review and meta-analyzis. JAMA Pediatr. 174, e195881 (2020).

Article PubMed PubMed Central Google Scholar

Pierce, M. & Hardy, R. Commentary: the decreasing age of puberty—as much a psychosocial as biological problem? Int. J. Epidemiol. 41, 300–302 (2012).

Article PubMed PubMed Central Google Scholar

Gluckman, P. D. & Hanson, M. A. Changing times: the evolution of puberty. Mol. Cell. Endocrinol. 254, 26–31 (2006).

Article PubMed Google Scholar

Cole, T. J. Secular trends in growth. Proc. Nutr. Soc. 59, 317–324 (2000).

Article CAS PubMed Google Scholar

Kaplowitz, P. B. Link between body fat and the timing of puberty. Pediatrics 121, S208–216, (2008).

Article PubMed Google Scholar

Aksglaede, L., Olsen, L. W., Sørensen, T. I. & Juul, A. Forty years trends in timing of pubertal growth spurt in 157,000 Danish school children. PLoS ONE 3, e2728 (2008).

Article PubMed PubMed Central Google Scholar

Ohlsson, C. et al. Secular trends in pubertal growth acceleration in Swedish boys born from 1947 to 1996. JAMA Pediatr. 173, 860–865, (2019).

Article PubMed PubMed Central Google Scholar

Tanner, J. M. & Davies, P. S. Clinical longitudinal standards for height and height velocity for North American children. J. Pediatr. 107, 317–329 (1985).

Article CAS PubMed Google Scholar

Gerver, W. J. M. & De Bruin, R. Growth velocity: a presentation of reference values in Dutch children. Horm. Res. 60, 181–184, (2003).

CAS PubMed Google Scholar

De Onis, M. et al. Comparison of the World Health Organization growth velocity standards with existing US reference data. Pediatrics 128, e18–26, (2011).

Article PubMed Google Scholar

Wells, J. C. et al. Body-composition reference data for simple and reference techniques and a 4-component model: a new UK reference child. Am. J. Clin. Nutr. 96, 1316–1326 (2012).

Article CAS PubMed Google Scholar

Forte, G. C. et al. Can skinfold thickness equations be substituted for bioimpedance analysis in children? J. Pediatr. 97, 75–79 (2021).

Ekelund, U. et al. Upward weight percentile crossing in infancy and early childhood independently predicts fat mass in young adults: the Stockholm weight development study (SWEDES). Am. J. Clin. Nutr. 83, 324–330 (2006).

Article CAS PubMed Google Scholar

Wasyluk, W., Wasyluk, M., Zwolak, A. & Łuczyk, R. J. Limits of body composition assessment by bioelectrical impedance analysis (BIA). J. Educ. Health Sport 9, 35–44 (2019).

Google Scholar

Khalil, S. F., Mohktar, M. S. & Ibrahim, F. The theory and fundamentals of bioimpedance analysis in clinical status monitoring and diagnosis of diseases. Sensors 14, 10895–10928 (2014).

Article PubMed PubMed Central Google Scholar

Coppini, L. Z., Waitzberg, D. L. & Campos, A. C. Limitations and validation of bioelectrical impedance analysis in morbidly obese patients. Curr. Opin. Clin. Nutr. Metab. Care 8, 329–332 (2005).

Article PubMed Google Scholar

Faria, S. L., Faria, O. P., Cardeal, M. D. & Ito, M. K. Validation study of multi-frequency bioelectrical impedance with dual-energy X-ray absorptiometry among obese patients. Obes. Surg. 24, 1476–1480 (2014).

Article PubMed Google Scholar

Antonio, J. et al. Comparison of dual-energy X-ray absorptiometry (DXA) versus a multi-frequency bioelectrical impedance (InBody 770) device for body composition assessment after a 4-week hypoenergetic diet. J. Funct. Morphol. Kinesiol. 4, 23 (2019).

Article PubMed PubMed Central Google Scholar

Potter, A. W. et al. High precision but systematic offset in a standing bioelectrical impedance analysis (BIA) compared with dual-energy X-ray absorptiometry (DXA). BMJ Nutr. Prev. Health 5, 254–262 (2022).

Article PubMed PubMed Central Google Scholar

Kabiri, L. S., Hernandez, D. C. & Mitchell, K. Reliability, validity, and diagnostic value of a pediatric bioelectrical impedance analysis scale. Child. Obes. 11, 650–655 (2015).

Article PubMed Google Scholar

Ramnitz, M. S. & Lodish, M. B. Racial disparities in pubertal development. Semin. Rneprod. Med. 31, 333–339 (2013).

Meyer, K. A. et al. Ethnic variation in body composition assessment in a sample of adolescent girls. Int. J. Pediatr. Obes. 6, 481–490 (2011).

Article PubMed PubMed Central Google Scholar