Detection of cardio-metabolic risk by BMI and waist circumference among a population of Guatemalan adults

Public Health Nutr. 2008 Oct;11(10):1037-45. doi: 10.1017/S1368980007001504. Epub 2007 Dec 20.

Abstract

Background: BMI and waist circumference (WC) are used to screen for cardio-metabolic risk; however it is unclear how well these indices perform in populations subject to childhood stunting.

Objectives: To evaluate BMI and WC as indicators of cardio-metabolic risk and to determine optimal cut-off points among 1,325 Guatemalan adults (44 % stunted: 162 cm men).

Methods: Cardio-metabolic risk factors were systolic/diastolic blood pressure 85 mmHg, glucose 5 mmol/l, TAG 7 mmol/l, ratio of total cholesterol to HDL-cholesterol 0, and the presence of two or more and three or more of the preceding risk factors. Receiver operating characteristic (ROC) curve analysis was used.

Results: Areas under the ROC curve were in the range of 005978 for WC among men and 006472 among women, respectively. Optimal cut-off points for BMI were 242651 kg/m2 stunted; 242656 kg/m2 among women (262769 kg/m2 non-stunted). Optimal cut-off points for WC were 879134 cm stunted; 889333 cm among women (909486 cm non-stunted).

Conclusion: Optimal cut-off points for BMI were slightly higher among women than men with no meaningful differences by stature. Optimal cut-off points for WC were several centimetres lower for stunted compared with non-stunted men, and both were substantially lower than the current recommendations among Western populations. Cut-off points derived from Western populations may not be appropriate for developing countries with a high prevalence of stunting.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Area Under Curve
  • Blood Glucose / metabolism
  • Blood Pressure / physiology
  • Body Height / physiology*
  • Body Mass Index*
  • Body Weight / physiology
  • Cardiovascular Diseases / blood
  • Cardiovascular Diseases / epidemiology*
  • Cardiovascular Diseases / prevention & control
  • Female
  • Guatemala / epidemiology
  • Humans
  • Lipid Metabolism / physiology
  • Male
  • Obesity / blood
  • Obesity / complications
  • Obesity / epidemiology*
  • ROC Curve
  • Reference Standards
  • Reference Values
  • Risk Factors
  • Sex Factors
  • Waist-Hip Ratio*

Substances

  • Blood Glucose