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Body composition, energy expenditure and physical activity

Is BMI a relevant marker of fat mass in 4 year old children? Results from the MINISTOP trial

Abstract

Background/objectives

Due to the increase in childhood obesity, identifying children with excess body fat as early as possible is essential. Body mass index (BMI) is commonly used as a marker of body fat in children, adolescents, and adults, yet whether BMI is a valid marker of body fat in pre-school aged children remains to be confirmed. Therefore, we analyzed the associations of BMI with fat and fat-free mass in healthy 4-year-old Swedish children.

Subjects/methods

The study comprised of 303 children (135 girls) participating in the MINISTOP obesity prevention trial. Fat and fat-free mass were measured using air displacement plethysmography and we computed fat mass index (FMI) and fat free mass index (FFMI) as fat and fat free mass (kg)/height2 (m).

Results

BMI was positively yet weakly associated with percent fat mass (boys: r2 = 0.120, P < 0.001 and girls: r2 = 0.224, P < 0.001). There was a strong association between BMI and the FMI (boys: r2 = 0.468, P < 0.001 and girls r2 = 0.598, P < 0.001) as well as between BMI and the FFMI (boys: r2 = 0.621, P < 0.001 and girls: r2 = 0.499, P < 0.001). Children classified as normal weight had a wide range of percent fat mass (12.3 to 35.3%) and FMI (1.75 to 5.78 kg/m2).

Conclusions

BMI was strongly associated to both FMI and FFMI. Therefore, caution is needed when interpreting body fat status based on BMI values in pre-school children.

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References

  1. World Health Organization. Facts and figures on childhood obesity, 2014. Available at: http://www.who.int/end-childhood-obesity/facts/en (last accessed August 2017).

  2. Rokholm B, Baker JL, Sorensen TI. The levelling off of the obesity epidemic since the year 1999--a review of evidence and perspectives. Obes Rev. 2010;11:835–46.

    Article  CAS  Google Scholar 

  3. World Health Organization. Obesity and overweight, 2016. Available at: http://www.who.int/mediacentre/factsheets/fs311/en (last accessed August 2017).

  4. Wells JC. Toward body composition reference data for infants, children, and adolescents. Adv Nutr. 2014;5:320S–329S.

    Article  Google Scholar 

  5. Jensen NS, Camargo TF, Bergamaschi DP. Comparison of methods to measure body fat in 7-to-10-year-old children: a systematic review. Public Health. 2016;133:3–13.

    Article  CAS  Google Scholar 

  6. Javed A, Jumean M, Murad MH, Okorodudu D, Kumar S, Somers VK, et al. Diagnostic performance of body mass index to identify obesity as defined by body adiposity in children and adolescents: a systematic review and meta-analysis. Pediatr Obes. 2015;10:234–44.

    Article  CAS  Google Scholar 

  7. Peterson CM, Su H, Thomas DM, Heo M, Golnabi AH, Pietrobelli A, et al. Tri-ponderal mass index vs body mass index in estimating body fat during adolescence. JAMA Pediatr. 2017;171:629–36.

    Article  Google Scholar 

  8. Forsum E, Flinke Carlsson E, Henriksson H, Henriksson P, Lof M. Total body fat content versus BMI in 4-year-old healthy Swedish children. J Obes. 2013;2013:206715.

    Article  Google Scholar 

  9. Sijtsma A, Bocca G, L’Abee C, Liem ET, Sauer PJ, Corpeleijn E. Waist-to-height ratio, waist circumference and BMI as indicators of percentage fat mass and cardiometabolic risk factors in children aged 3-7 years. Clin Nutr. 2014;33:311–5.

    Article  Google Scholar 

  10. L’Abee C, Visser GH, Liem ET, Kok DE, Sauer PJ, Stolk RP. Comparison of methods to assess body fat in non-obese six to seven-year-old children. Clin Nutr. 2010;29:317–22.

    Article  Google Scholar 

  11. Mei Z, Grummer-Strawn LM, Pietrobelli A, Goulding A, Goran MI, Dietz WH. Validity of body mass index compared with other body-composition screening indexes for the assessment of body fatness in children and adolescents. Am J Clin Nutr. 2002;75:978–85.

    Article  CAS  Google Scholar 

  12. Cole TJ, Fewtrell MS, Prentice A. The fallacy of using percentage body fat as a measure of adiposity. Am J Clin Nutr. 2008;87:1959–1960.

    Article  CAS  Google Scholar 

  13. Delisle C, Sandin S, Forsum E, Henriksson H, Trolle-Lagerros Y, Larsson C, et al. A web- and mobile phone-based intervention to prevent obesity in 4-year-olds (MINISTOP): a population-based randomized controlled trial. BMC Public Health. 2015;15:95.

    Article  Google Scholar 

  14. Nystrom CD, Sandin S, Henriksson P, Henriksson H, Trolle-Lagerros Y, Larsson C, et al. Mobile-based intervention intended to stop obesity in preschool-aged children: the MINISTOP randomized controlled trial. Am J Clin Nutr. 2017;105:1327–35.

    PubMed  Google Scholar 

  15. Leppanen MH, Nystrom CD, Henriksson P, Pomeroy J, Ruiz JR, Ortega FB, et al. Physical activity intensity, sedentary behavior, body composition and physical fitness in 4-year-old children: Results from the MINISTOP trial. Int J Obes. 2016;40:1126–33.

    Article  CAS  Google Scholar 

  16. Lohman TG. Assessment of body composition in children. Pediatr Exerc Sci. 1989;1:19–30.

    Article  Google Scholar 

  17. Cole TJ, Lobstein T. Extended international (IOTF) body mass index cut-offs for thinness, overweight and obesity. Pediatr Obes. 2012;7:284–94.

    Article  CAS  Google Scholar 

  18. Kleinbaum DG. KL, Nizam A, Muller KE. Applied regression analysis and other multivariable methods. 4th edn. Belmont, CA, USA: Thomson; 2008.

    Google Scholar 

  19. Freedman DS, Wang J, Maynard LM, Thornton JC, Mei Z, Pierson RN, et al. Relation of BMI to fat and fat-free mass among children and adolescents. Int J Obes. 2005;29:1–8.

    Article  CAS  Google Scholar 

  20. Castro-Pinero J, Artero EG, Espana-Romero V, Ortega FB, Sjostrom M, Suni J, et al. Criterion-related validity of field-based fitness tests in youth: a systematic review. Br J Sports Med. 2010;44:934–43.

    Article  CAS  Google Scholar 

  21. Fomon SJ, Haschke F, Ziegler EE, Nelson SE. Body composition of reference children from birth to age 10 years. Am J Clin Nutr. 1982;35:1169–75. 5 Suppl

    Article  CAS  Google Scholar 

  22. McCarthy HD, Cole TJ, Fry T, Jebb SA, Prentice AM. Body fat reference curves for children. Int J Obes. 2006;30:598–602.

    Article  CAS  Google Scholar 

  23. Delisle Nystrom C, Henriksson P, Alexandrou C, Lof M. The tanita SC-240 to assess body composition in pre-school children: an evaluation against the three component model. Nutrients. 2016;8:E371.

    Article  Google Scholar 

  24. Wells JC, Fewtrell MS. Measuring body composition. Arch Dis Child. 2006;91:612–7.

    Article  CAS  Google Scholar 

  25. Fields DA, Allison DB. Air-displacement plethysmography pediatric option in 2-6 years old using the four-compartment model as a criterion method. Obesity. 2012;20:1732–7.

    Article  Google Scholar 

  26. Ahrens W, Pigeot I, Pohlabeln H, De Henauw S, Lissner L, Molnar D, et al. Prevalence of overweight and obesity in European children below the age of 10. Int J Obes. 2014;38:S99–107.

    Article  Google Scholar 

  27. Wikland KA, Luo ZC, Niklasson A, Karlberg J. Swedish population-based longitudinal reference values from birth to 18 years of age for height, weight and head circumference. Acta Paediatr. 2002;91:739–54.

    Article  Google Scholar 

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Acknowledgements

The MINISTOP team would like to thank all of the children and parents that participated in this study.

Funding

Funding

The MINISTOP project was funded by the Swedish Research Council (project no. 2012-2883) (ML), the Swedish Research Council for Health, Working Life and Welfare (2012-0906) (ML), Bo and Vera Axson Johnsons Foundation (ML), Karolinska Institutet (ML), and the Swedish Nutrition Foundation (CDN). PH was supported by grants from Henning and Johan Throne-Holst Foundation and the Strategic Research Area Health Care Science, Karolinska Institutet/Umeå University and HH was supported by grants from the Swedish Society of Medicine and the County Council of Östergötland, Sweden.

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Correspondence to Christine Delisle Nyström.

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The authors declare that they have no conflict of interest.

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Delisle Nyström, C., Henriksson, P., Ek, A. et al. Is BMI a relevant marker of fat mass in 4 year old children? Results from the MINISTOP trial. Eur J Clin Nutr 72, 1561–1566 (2018). https://doi.org/10.1038/s41430-018-0133-y

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