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Research Papers

Body mass index to predict fat mass and metabolic syndrome severity: should it really be specific to sex, age and ethnicity? A NHANES study (1999–2014)

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Pages 215-224 | Received 07 Aug 2018, Accepted 28 May 2019, Published online: 19 Jul 2019

References

  • Alberti KGMM, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart JC, James WP, et al. 2009. Harmonizing the metabolic syndrome: a joint interim statement of the international diabetes federation task force on epidemiology and prevention; national heart, lung, and blood institute; American heart association; world heart federation; international atherosclerosis society; and international association for the study of obesity. Circulation. 120:1640–1645.
  • Benn RT. 1971. Some mathematical properties of weight-for-height indices used as measures of adiposity. Br J Prev Soc Med. 25:42–50.
  • Bland JM, Altman D. 1986. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet. 327:307–310.
  • Bosello O, Zamboni M. 2000. Visceral obesity and metabolic syndrome. Obes Rev. 1:47–56.
  • Burton RF. 2007. Why is the body mass index calculated as mass/height2, not as mass/height3? Ann Hum Biol. 34:656–663.
  • Cannon CP. 2008. Obesity-related cardiometabolic complications. Clin Cornerstone. 9:11–22.
  • Centers for Disease Control and Prevention (CDC). National Center for Health Statistics (NCHS). 2007. National Health and Nutrition Laboratory Protocol. Hyattsville, MD: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention. https://www.cdc.gov/nchs/data/nhanes/nhanes_07_08/manual_pe.pdf.
  • DeBoer MD, Gurka MJ. 2017. Clinical utility of metabolic syndrome severity scores: considerations for practitioners. Diabetes Metab Syndr Obes. 10:65.
  • Després JP. 2006. Is visceral obesity the cause of the metabolic syndrome? Ann Med. 38:52–63.
  • Deurenberg-Yap M, Deurenberg P. 2003. Is a re-evaluation of WHO body mass index cut-off values needed? The case of Asians in Singapore. Nutr Rev. 61:S80–S87.
  • Deurenberg P, Yap M, Van Staveren WA. 1998. Body mass index and percent body fat: a meta analysis among different ethnic groups. Int J Obesity. 22:1164.
  • du Prel JB, Hommel G, Röhrig B, Blettner M. 2009. Confidence interval or p-value?: part 4 of a series on evaluation of scientific publications. Dtsch Arztebl Int. 106:335.
  • Flegal KM, Shepherd JA, Looker AC, Graubard BI, Borrud LG, Ogden CL, Harris TB, et al. 2009. Comparisons of percentage body fat, body mass index, waist circumference, and waist-stature ratio in adults. Am J Clin Nutr. 89:500–508.
  • Gallagher D, Visser M, Sepulveda D, Pierson RN, Harris T, Heymsfield SB. 1996. How useful is body mass index for comparison of body fatness across age, sex, and ethnic groups? Am J Epidemiol. 143:228–239.
  • Garn SM, Leonard WR, Hawthorne VM. 1986. Three limitations of the body mass index. Am J Clin Nutr. 44:996–997.
  • Giavarina D. 2015. Understanding bland altman analysis. Biochem Med. 25:141–151.
  • Goldbourt U, Medalie JH. 1974. Weight-height indices. Choice of the most suitable index and its association with selected variables among 10,000 adult males of heterogeneous origin. Br J Prev Soc Med. 28:116–126.
  • Grundy SM. 2004. Obesity, metabolic syndrome, and cardiovascular disease. J Clin Endocrinol Metab. 89:2595–2600.
  • Heymsfield SB, Gallagher D, Mayer L, Beetsch J, Pietrobelli A. 2007. Scaling of human body composition to stature: new insights into body mass index. Am J Clin Nutr. 86:82–91.
  • Heymsfield SB, Heo M, Thomas D, Pietrobelli A. 2011. Scaling of body composition to height: relevance to height-normalized indexes. Am J Clin Nutr. 93:736–740.
  • Heymsfield SB, Peterson CM, Thomas DM, Heo M, Schuna JM, Jr, Hong S, Choi W. 2014. Scaling of adult body weight to height across sex and race/ethnic groups: relevance to BMI. Am J Clin Nutr. 100:1455–1461.
  • Kahn SE, Hull RL, Utzschneider KM. 2006. Mechanisms linking obesity to insulin resistance and type 2 diabetes. Nature. 444:840.
  • Keys A, Fidanza F, Karvonen MJ, Kimura N, Taylor HL. 1972. Indices of relative weight and obesity. J Chronic Dis. 25:329–343.
  • Kok P, Seidell JC, Meinders AE. 2004. The value and limitations of the body mass index (BMI) in the assessment of the health risks of overweight and obesity. Ned Tijdschr Geneeskund. 148:2379–2382.
  • Lastra G, Manrique C, Sowers JR. 2006. Obesity, cardiometabolic syndrome, and chronic kidney disease: the weight of the evidence. Adv Chronic Kidney Dis. 13:365–373.
  • Lawrence I, Lin K. 1989. A concordance correlation coefficient to evaluate reproducibility. Biometrics. 45:255–268.
  • Lin L, Hedayat AS, Wu W. 2007. A unified approach for assessing agreement for continuous and categorical data. J Biopharm Stat. 17:629–652.
  • McGee DL. 2005. Weight‐height relationships and body mass index: some observations from the diverse populations collaboration. Am J Phys Anthropol. 128:220–229.
  • Nevill AM, Holder RL. 1995. Body mass index: a measure of fatness or leanness? Br J Nutr. 73:507–516.
  • Reilly JJ, Kelly J. 2011. Long-term impact of overweight and obesity in childhood and adolescence on morbidity and premature mortality in adulthood: systematic review. Int J Obes. 35:891.
  • Rush EC, Freitas I, Plank LD. 2009. Body size, body composition and fat distribution: comparative analysis of European, Maori, Pacific Island and Asian Indian adults. Br J Nutr. 102:632–641.
  • Sperrin M, Marshall AD, Higgins V, Renehan AG, Buchan IE. 2016. Body mass index relates weight to height differently in women and older adults: serial cross-sectional surveys in England (1992–2011). J Public Health. 38:607–613.
  • Sun Q, Van Dam RM, Spiegelman D, Heymsfield SB, Willett WC, Hu FB. 2010. Comparison of dual-energy x-ray absorptiometric and anthropometric measures of adiposity in relation to adiposity-related biologic factors. Am J Epidemiol. 172:1442–1454.
  • World Health Organization. 2000. Obesity: preventing and managing the global epidemic (No. 894). World Health Organization technical report series Switzerland.
  • World Health Organization. 1995. Physical status: The use of and interpretation of anthropometry, Report of a WHO Expert Committee.

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