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


OBJECTIVE
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).


CONCLUSIONS
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.
Gregory
Cria O
CO
Nutrition and Health Sciences Program, Graduate Division of Biological and Biomedical Sciences, Emory University, Atlanta, GA, USA.
Corvalán
Camila
C
Ramirez-Zea
Manuel
M
Martorell
Reynaldo
R
Stein
Aryeh D
AD
D000328:Adult; D019540:Area Under Curve; D001786:Blood Glucose / Q000378:metabolism; D001794:Blood Pressure / Q000502:physiology; D001827:Body Height / Q000502:physiology*; D015992:Body Mass Index; D001835:Body Weight / Q000502:physiology; D002318:Cardiovascular Diseases / Q000097:blood / Q000453:epidemiology* / Q000517:prevention & control; D005260:Female; D006166:Guatemala / Q000453:epidemiology; D006801:Humans; D050356:Lipid Metabolism / Q000502:physiology; D008297:Male; D009765:Obesity / Q000097:blood / Q000150:complications / Q000453:epidemiology*; D012372:ROC Curve; D012015:Reference Standards; D012016:Reference Values; D012307:Risk Factors; D012737:Sex Factors; D049629:Waist-Hip Ratio
D001786:Blood Glucose