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Journal of Obesity
Volume 2013 (2013), Article ID 148696, 14 pages
http://dx.doi.org/10.1155/2013/148696
Review Article

A PRISMA-Driven Systematic Review of Predictive Equations for Assessing Fat and Fat-Free Mass in Healthy Children and Adolescents Using Multicomponent Molecular Models as the Reference Method

1Exercise and Health Laboratory, CIPER, Fac Motricidade Humana, Univ Tecn Lisboa, 1499-002 Cruz Quebrada, Portugal
2Department of Pediatrics, CMRI Metabolic Research Program, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA

Received 27 January 2013; Revised 9 April 2013; Accepted 30 April 2013

Academic Editor: Diana Thomas

Copyright © 2013 Analiza M. Silva et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. S. Low, M. C. Chin, and M. Deurenberg-Yap, “Review on epidemic of obesity,” Annals of the Academy of Medicine Singapore, vol. 38, no. 1, pp. 57–59, 2009. View at Scopus
  2. A. R. Behnke, “Physiologic studies pertaining to deep sea diving and aviation, especially in relation to the fat content and composition of the body: the Harvey lecture, March 19, 1942,” Bulletin of the New York Academy of Medicine, vol. 18, no. 9, pp. 561–585, 1942.
  3. D. Radley, P. J. Gately, C. B. Cooke, S. Carroll, B. Oldroyd, and J. G. Truscott, “Percentage fat in overweight and obese children: comparison of DXA and air displacement plethysmography,” Obesity Research, vol. 13, no. 1, pp. 75–85, 2005. View at Scopus
  4. R. T. Withers, J. Laforgia, R. K. Pillans et al., “Comparisons of two-, three-, and four-compartment models of body composition analysis in men and women,” Journal of Applied Physiology, vol. 85, no. 1, pp. 238–245, 1998. View at Scopus
  5. S. J. Fomon, F. Haschke, E. E. Ziegler, and S. E. Nelson, “Body composition of reference children from birth to age 10 years,” The American Journal of Clinical Nutrition, vol. 35, no. 5, pp. 1169–1175, 1982. View at Scopus
  6. F. Haschke, “Body composition of adolescent males. Part I. Total body water in normal adolescent males. Part II. Body composition of the male reference adolescent,” Acta Paediatrica Scandinavica, vol. 307, pp. 1–23, 1983. View at Scopus
  7. Z. M. Wang, R. N. Pierson Jr., and S. B. Heymsfield, “The five-level model: a new approach to organizing body-composition research,” The American Journal of Clinical Nutrition, vol. 56, no. 1, pp. 19–28, 1992. View at Scopus
  8. Z. M. Wang, S. Heshka, R. N. Pierson Jr., and S. B. Heymsfield, “Systematic organization of body-composition methodology: an overview with emphasis on component-based methods,” The American Journal of Clinical Nutrition, vol. 61, no. 3, pp. 457–465, 1995. View at Scopus
  9. W. E. Siri, Ed., Body Composition from Fluid Spaces and Density: Analysis of Method, National Academy of Sciences, Washington, DC, USA, 1961.
  10. T. G. Lohman, “Applicability of body composition techniques and constants for children and youths,” Exercise and sport sciences reviews, vol. 14, pp. 325–357, 1986. View at Scopus
  11. A. Pietrobelli, C. Formica, Z. Wang, and S. B. Heymsfield, “Dual-energy X-ray absorptiometry body composition model: review of physical concepts,” The American Journal of Physiology, vol. 271, no. 6, pp. E941–E951, 1996. View at Scopus
  12. K. E. Friedl, J. P. DeLuca, L. J. Marchitelli, and J. A. Vogel, “Reliability of body-fat estimations from a four-compartment model by using density, body water, and bone mineral measurements,” The American Journal of Clinical Nutrition, vol. 55, no. 4, pp. 764–770, 1992.
  13. S. B. Heymsfield, Z. Wang, and R. T. Withers, “Multicomponent molecular-level models of body composition analysis,” in Human Body Composition, A. F. Roche, S. B. Heymsfield, and T. G. Lohman, Eds., pp. 129–148, Human Kinetics, Champaign, Ill, USA, 1996.
  14. R. N. Baumgartner, S. B. Heymsfield, S. Lichtman, J. Wang, and R. N. Pierson Jr., “Body composition in elderly people: effect of criterion estimates on predictive equations,” The American Journal of Clinical Nutrition, vol. 53, no. 6, pp. 1345–1353, 1991. View at Scopus
  15. A. Selinger, The Body as a Three Component System, University of Ilinois, Urbana, Ill, USA, 1977.
  16. Z. M. Wang, F. X. Pi-Sunyer, D. P. Kotler et al., “Multicomponent methods: evaluation of new and traditional soft tissue mineral models by in vivo neutron activation analysis,” The American Journal of Clinical Nutrition, vol. 76, no. 5, pp. 968–974, 2002. View at Scopus
  17. Z. M. Wang, P. Deurenberg, S. S. Guo et al., “Six-compartment body composition model: inter-method comparisons of total body fat measurement,” International Journal of Obesity, vol. 22, no. 4, pp. 329–337, 1998. View at Scopus
  18. Z. R. Cordero-MacIntyre, W. Peters, C. R. Libanati et al., “Reproducibility of DXA in obese women,” Journal of Clinical Densitometry, vol. 5, no. 1, pp. 35–44, 2002. View at Scopus
  19. L. Genton, V. L. Karsegard, S. Zawadynski et al., “Comparison of body weight and composition measured by two different dual energy X-ray absorptiometry devices and three acquisition modes in obese women,” Clinical Nutrition, vol. 25, no. 3, pp. 428–437, 2006. View at Publisher · View at Google Scholar · View at Scopus
  20. K. Hind, B. Oldroyd, and J. G. Truscott, “In vivo precision of the GE Lunar iDXA densitometer for the measurement of total body composition and fat distribution in adults,” European Journal of Clinical Nutrition, vol. 65, no. 1, pp. 140–142, 2011. View at Publisher · View at Google Scholar · View at Scopus
  21. M. P. Rothney, F. P. Martin, Y. Xia et al., “Precision of GE lunar iDXA for the measurement of total and regional body composition in nonobese adults,” Journal of Clinical Densitometry, vol. 15, no. 4, pp. 399–404, 2012. View at Publisher · View at Google Scholar
  22. A. M. Silva, C. S. Minderico, P. J. Teixeira, A. Pietrobelli, and L. B. Sardinha, “Body fat measurement in adolescent athletes: multicompartment molecular model comparison,” European Journal of Clinical Nutrition, vol. 60, no. 8, pp. 955–964, 2006. View at Publisher · View at Google Scholar · View at Scopus
  23. A. B. Sopher, J. C. Thornton, J. Wang, R. N. Pierson Jr., S. B. Heymsfield, and M. Horlick, “Measurement of percentage of body fat in 411 children and adolescents: a comparison of dual-energy X-ray absorptiometry with a four-compartment model,” Pediatrics, vol. 113, no. 5 I, pp. 1285–1290, 2004. View at Publisher · View at Google Scholar · View at Scopus
  24. G. E. van der Ploeg, R. T. Withers, and J. Laforgia, “Percent body fat via DEXA: comparison with a four-compartment model,” Journal of Applied Physiology, vol. 94, no. 2, pp. 499–506, 2003. View at Scopus
  25. M. Visser, T. Fuerst, T. Lang, L. Salamone, and T. B. Harris, “Validity of fan-beam dual-energy X-ray absorptiometry for measuring fat- free mass and leg muscle mass,” Journal of Applied Physiology, vol. 87, no. 4, pp. 1513–1520, 1999. View at Scopus
  26. J. Wang, J. C. Thornton, M. Horlick et al., “Dual X-ray absorptiometry in pediatric studies: changing scan modes alters bone and body composition measurements,” Journal of Clinical Densitometry, vol. 2, no. 2, pp. 135–141, 1999. View at Scopus
  27. “Centers for Disease Control and Prevention,” NHANES, 1999-2000 Public Data Release 13 File Documentation, 1999, http://www.cdc.gov/nchs/data/nhanes/dxa/dxa_techdoc.pdf.
  28. D. A. Schoeller, F. A. Tylavsky, D. J. Baer et al., “QDR 4500A dual-energy X-ray absorptiometer underestimates fat mass in comparison with criterion methods in adults,” The American Journal of Clinical Nutrition, vol. 81, no. 5, pp. 1018–1025, 2005. View at Scopus
  29. Z. Wang, W. Shen, R. T. Withers, and S. B. Heymsfield, “Multicomponent molecular-level models of body composition analysis,” in Human Body Composition, S. B. Heymsfield, T. G. Lohman, Z. Wang, and S. Going, Eds., pp. 161–176, Human Kinetics, Champaign, Ill, USA, 2005.
  30. S. B. Heymsfield, Z. Wang, R. N. Baumgartner, and R. Ross, “Human body composition: advances in models and methods,” Annual Review of Nutrition, vol. 17, pp. 527–558, 1997. View at Publisher · View at Google Scholar · View at Scopus
  31. J. Brozek, F. Grande, J. T. Anderson, and A. Keys, “Densitometric analysis of body composition: revision of some quantitative assumptions,” Annals of the New York Academy of Sciences, vol. 110, pp. 113–140, 1963. View at Scopus
  32. S. B. Heymsfield, M. Waki, J. Kehayias et al., “Chemical and elemental analysis of humans in vivo using improved body composition models,” The American Journal of Physiology, vol. 261, no. 2, pp. E190–E198, 1991. View at Scopus
  33. J. C. K. Wells, J. E. Williams, S. Chomtho et al., “Pediatric reference data for lean tissue properties: density and hydration from age 5 to 20 y,” The American Journal of Clinical Nutrition, vol. 91, no. 3, pp. 610–618, 2010. View at Publisher · View at Google Scholar · View at Scopus
  34. R. A. Boileau, T. G. Lohman, M. H. Slaughter, T. E. Ball, S. B. Going, and M. K. Hendrix, “Hydration of the fat-free body in children during maturation,” Human Biology, vol. 56, no. 4, pp. 651–666, 1984. View at Scopus
  35. T. Lohman, “Assessment of body composition in children,” Pediatric Exercise Science, vol. 1, no. 1, pp. 19–30, 1989.
  36. T. G. Lohman, “Research progress in validation of laboratory methods of assessing body composition,” Medicine and Science in Sports and Exercise, vol. 16, no. 6, pp. 596–605, 1984. View at Scopus
  37. D. A. Schoeller, E. Van Santen, and D. W. Peterson, “Total body water measurement in humans with 18O and 2H labeled water,” The American Journal of Clinical Nutrition, vol. 33, no. 12, pp. 2686–2693, 1980. View at Scopus
  38. S. S. Sun and W. C. Chumlea, “Statistical methods,” in Human Body Composition, S. B. Heymsfield, T. G. Lohman, Z. Wang, and S. B. Going, Eds., pp. 151–160, Human Kinetics, Champaign, Ill, USA, 2005.
  39. C. L. Mallows, “Some comments on Cp,” Technometrics, vol. 15, no. 4, pp. 661–675, 1973.
  40. J. Fleiss, The Design of Clinical Experiments, John Wiley & Sons, New York, NY, USA, 1986.
  41. D. B. Holiday, J. E. Ballard, and B. C. McKeown, “PRESS-related statistics: regression tools for cross-validation and case diagnostics,” Medicine and Science in Sports and Exercise, vol. 27, no. 4, pp. 612–620, 1995. View at Scopus
  42. M. Stone, “Cross-validatory choice and assessment of statistical predictions,” Journal of the Royal Statistical Society B, vol. 36, no. 2, pp. 111–147, 1974.
  43. L. I. K. Lin, “A concordance correlation coefficient to evaluate reproducibility,” Biometrics, vol. 45, no. 1, pp. 255–268, 1989. View at Scopus
  44. J. M. Bland and D. G. Altman, “Statistical methods for assessing agreement between two methods of clinical measurement,” The Lancet, vol. 1, no. 8476, pp. 307–310, 1986. View at Scopus
  45. E. M. Evans, D. A. Rowe, M. M. Misic, B. M. Prior, and S. A. Arngrímsson, “Skinfold prediction equation for athletes developed using a four-component model,” Medicine and Science in Sports and Exercise, vol. 37, no. 11, pp. 2006–2011, 2005. View at Publisher · View at Google Scholar · View at Scopus
  46. A. Liberati, D. G. Altman, J. Tetzlaff et al., “The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration,” PLoS Medicine, vol. 6, no. 7, Article ID e1000100, 2009. View at Publisher · View at Google Scholar · View at Scopus
  47. M. H. Slaughter, T. G. Lohman, R. A. Boileau et al., “Skinfold equations for estimations of body fatness in children and youth,” Human Biology, vol. 60, no. 5, pp. 709–723, 1988. View at Scopus
  48. C. V. Dezenberg, T. R. Nagy, B. A. Gower, R. Johnson, and M. I. Goran, “Predicting body composition from anthropometry in pre-adolescent children,” International Journal of Obesity, vol. 23, no. 3, pp. 253–259, 1999. View at Scopus
  49. K. J. Ellis, “Body composition of a young, multiethnic, male population,” The American Journal of Clinical Nutrition, vol. 66, no. 6, pp. 1323–1331, 1997. View at Scopus
  50. K. J. Ellis, S. A. Abrams, and W. W. Wong, “Body composition of a young, multiethnic female population,” The American Journal of Clinical Nutrition, vol. 65, no. 3, pp. 724–731, 1997. View at Scopus
  51. M. I. Goran, P. Driscoll, R. Johnson, T. R. Nagy, and G. Hunter, “Cross-calibration of body-composition techniques against dual-energy X-ray absorptiometry in young children,” The American Journal of Clinical Nutrition, vol. 63, no. 3, pp. 299–305, 1996. View at Scopus
  52. D. J. Hoffman, T. Toro-Ramos, A. L. Sawaya, S. B. Roberts, and P. Rondo, “Estimating total body fat using a skinfold prediction equation in Brazilian children,” Annals of Human Biology, vol. 39, no. 2, pp. 156–160, 2012. View at Publisher · View at Google Scholar
  53. T. T. K. Huang, M. P. Watkins, and M. I. Goran, “Predicting total body fat from anthropometry in Latino children,” Obesity Research, vol. 11, no. 10, pp. 1192–1199, 2003. View at Scopus
  54. G. A. Bray, J. P. DeLany, J. Volaufova, D. W. Harsha, and C. Champagne, “Prediction of body fat in 12-y-old African American and white children: evaluation of methods,” The American Journal of Clinical Nutrition, vol. 76, no. 5, pp. 980–990, 2002. View at Scopus
  55. N. A. Flavel, T. S. Olds, J. D. Buckley, M. T. Haren, and J. Petkov, “Anthropometric estimates of total and regional body fat in children aged 6–17 years,” Acta Paediatrica, vol. 101, no. 12, pp. 1253–1259, 2012. View at Publisher · View at Google Scholar
  56. J. L. Clasey, K. D. Bradley, J. W. Bradley, D. E. Long, and J. R. Griffith, “A new BIA equation estimating the body composition of young children,” Obesity, vol. 19, no. 9, pp. 1813–1817, 2011. View at Publisher · View at Google Scholar
  57. A. de Lorenzo, S. P. Sorge, L. Iacopino, A. Andreoli, P. P. de Luca, and G. F. Sasso, “Fat-free mass by bioelectrical impedance versus dual-energy X-ray absorptiometry (DXA),” Applied Radiation and Isotopes, vol. 49, no. 5-6, pp. 739–741, 1998. View at Publisher · View at Google Scholar · View at Scopus
  58. J. A. Morrison, S. S. Guo, B. Specker, W. C. Chumlea, S. Z. Yanovski, and J. A. Yanovski, “Assessing the body composition of 6-17-year-old Black and White girls in field studies,” The American Journal of Human Biology, vol. 13, no. 2, pp. 249–254, 2001. View at Publisher · View at Google Scholar
  59. L. B. Houtkooper, S. B. Going, T. G. Lohman, A. F. Roche, and M. van Loan, “Bioelectrical impedance estimation of fat-free body mass in children and youth: a cross-validation study,” Journal of Applied Physiology, vol. 72, no. 1, pp. 366–373, 1992. View at Scopus
  60. R. J. Toombs, G. Ducher, J. A. Shepherd, and M. J. de Souza, “The impact of recent technological advances on the trueness and precision of DXA to assess body composition,” Obesity, vol. 20, no. 1, pp. 30–39, 2012. View at Publisher · View at Google Scholar
  61. P. Tothill, A. Avenell, and D. M. Reid, “Precision and accuracy of measurements of whole-body bone mineral: comparisons between Hologic, Lunar and Norland dual-energy X-ray absorptiometers,” The British Journal of Radiology, vol. 67, no. 804, pp. 1210–1217, 1994. View at Scopus
  62. F. A. Tylavsky, T. Lohman, B. A. Blunt et al., “QDR 4500A DXA overestimates fat-free mass compared with criterion methods,” Journal of Applied Physiology, vol. 94, no. 3, pp. 959–965, 2003. View at Scopus
  63. S. S. Sun, W. C. Chumlea, S. B. Heymsfield et al., “Development of bioelectrical impedance analysis prediction equations for body composition with the use of a multicomponent model for use in epidemiologic surveys,” The American Journal of Clinical Nutrition, vol. 77, no. 2, pp. 331–340, 2003. View at Scopus
  64. M. Horlick, S. M. Arpadi, J. Bethel et al., “Bioelectrical impedance analysis models for prediction of total body water and fat-free mass in healthy and HIV-infected children and adolescents,” The American Journal of Clinical Nutrition, vol. 76, no. 5, pp. 991–999, 2002. View at Scopus
  65. L. B. Houtkooper, T. G. Lohman, S. B. Going, and M. C. Hall, “Validity of bioelectric impedance for body composition assessment in children,” Journal of Applied Physiology, vol. 66, no. 2, pp. 814–821, 1989. View at Scopus
  66. R. A. Boileau, T. G. Lohman, and M. H. Slaughter, “Exercise and body composition of children and youth,” Scandinavian Journal of Sports Sciences, vol. 7, no. 1, pp. 17–27, 1985. View at Scopus