DOI QR코드

DOI QR Code

Comparison of Waist-to-height Ratio (WHtR), Body Mass Index (BMI) and Waist Circumference (WC) as a Screening Tool for Prediction of Metabolic-related Diseases

  • Oh, Hyun Sook (Department of Applied Statistics, Gachon University)
  • Received : 2015.11.08
  • Accepted : 2015.12.25
  • Published : 2015.12.30

Abstract

The present study showed WHtR to be significantly better than BMI and WC for prediction of metabolic-related diseases in the middle-aged and older people in Korea, based on Bayesian ordered probit model analysis. The variations of WC, BMI and WHtR were compared according to the number of metabolic-related diseases such as hypertension, dyslipidemia, stroke, myocardial infarction, angina pectoris and diabetes. It was found that the three measures showed the similar variation except a very few extreme cases for age less than 40. For subjects over the age of 40, WC was not significant and WHtR gave more influence in greater variability than BMI on the number of metabolic diseases. Also, the rate of change for WHtR was higher than for BMI as the number of metabolic-related diseases increased. Specifically, the difference of the marginal effect of WHtR between no disease and only one disease was 1.81 times higher than that of BMI. Moreover, it was pointed out that the threshold value of WHtR for obesity should be considered differently by age.

Keywords

References

  1. M. Ashwell and S. Gibson, "Waist to height ratio is a simple and effective obesity screening tool for cardiovascular risk factors: Analysis of data from the British national diet and nutrition survey of adults aged 19-64 years", Obesity Facts, Vol. 2, pp. 97-103, 2009. https://doi.org/10.1159/000203363
  2. Y. S. Park and J. S. Kim, "Association between waist-to-height ratio and metabolic risk factors in korean adults with normal body mass index and waist circumference", Tohoku J. Exp. Med., Vol. 228, pp. 1-8, 2012. https://doi.org/10.1620/tjem.228.1
  3. T. S. Han, E. M. van Leer, J. C. Seidell, and M. E. J. Lean, "Waist Circumference Action Levels in the Identification of Cardivascular Risk Factors; Prevalence Study in a Random Sample", BMJ-Brit. Med. J., Vol. 311, pp. 1401-1405, 1995. https://doi.org/10.1136/bmj.311.7017.1401
  4. L. M. Browning, S. D. Hsieh, and M. Ashwell, "A systematic review of waist-to-height ratio as a screening tool for the prediction of cardiovascular disease and diabetes: 0.5 could be a suitable global boundary value", Nutr. Res. Rev., Vol. 23, pp. 247-269, 2010. https://doi.org/10.1017/S0954422410000144
  5. S. D. Hsieh and H. Yoshinaga, "Waist/height ratio as a simple and useful predictor of coronary heart disease risk factors in women", Internal Med., Vol. 34, pp. 1147-1152, 1995. https://doi.org/10.2169/internalmedicine.34.1147
  6. I. Janssen, P. T. Katzmarzyk, and R. Ross, "Waist circumference and not body mass index explains obesity-related health risk", Am. J. Clin. Nutr., Vol. 79, pp. 379-384, 2004. https://doi.org/10.1093/ajcn/79.3.379
  7. A. Menke, P. Muntner, R. P. Wildman, K. Reynolds, and J. He, "Measures of adiposity and cardiovascular disease risk factors", Obesity, Vol. 15, pp. 785-795, 2007. https://doi.org/10.1038/oby.2007.593
  8. D. R. Brenner, K. Tepylo, K. M. Eny, L. E. Cahill, and A. El-Sohemy, "Comparison of body mass index and waist circumference as predictors of cardiometabolic health in a population of young canadian adults", Diabetol. Metab. Syndr., Vol. 2, pp. 28, 2010.
  9. M. Ashwell, P. Gunn, and S. Gibson, "Waist-toheight ratio is a better screening tool than waist circumference and BMI for adult cardiometabolic risk factors: Systematic review and meta-analysis", Obes. Rev., Vol. 13, pp. 275-286, 2012. https://doi.org/10.1111/j.1467-789X.2011.00952.x
  10. C. M. Y. Lee, R. R. Huxley, R. P. Wildman, and M. Woodward, "Indices of abdominal obesity are better discriminators of cardiovascular risk factors than BMI: a meta-analysis", J. Clin. Epidemiol., Vol. 61, pp. 646-653, 2008. https://doi.org/10.1016/j.jclinepi.2007.08.012
  11. B. C. C. Lam, G. C. H. Koh, C. Chen, M. T. K. Wong, and S. J. Fallows, "Comparison of body mass index (BMI), body adiposity index (BAI), waist circumference (WC), waist-to-hip ratio (WHR) and waist-to-height ratio (WHtR) as predictors of cardiovascular disease risk factors in an adult population in Singapore", Plos One, Vol. 10, pp. e0122985, 2015. https://doi.org/10.1371/journal.pone.0122985
  12. M.-S. Oh, H.-T. Oh, and S.-M. Park, "Bayesian analysis of korean alcohol consumption data using a zero-inflated ordered probit model", Korean Journal of Applied Statistics, Vol. 25, pp. 363-376, 2012. https://doi.org/10.5351/KJAS.2012.25.2.363
  13. Y. Lee, "The relationship between waist circumference, waist-to-height ratio and metabolic risks in community-dwelling women with normal body mass index", Journal of the Korean Society of Maternal and Child Health, Vol. 13, pp. 12-23, 2009. https://doi.org/10.21896/jksmch.2009.13.1.12