Related Experiment Video
Updated: Mar 6, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Performance of different adiposity measures for predicting cardiovascular risk in adolescents
Min Zhao1, Pascal Bovet2, Chuanwei Ma3
1Department of Nutrition and Food Hygiene, School of Public Health, Shandong University, Jinan, China.
Abstract:
This study aims to compare the performance of body mass index (BMI), waist circumference (WC), and waist-to-height-ratio (WHtR) to predict the presence of at least 3 main CV risk factors in US adolescents. A total of 3621 adolescents (boys: 49.9%) aged 12-17 years from the US National Health and Nutrition Examination Survey (1999-2012) were included in this study. Measured CV risk factors included systolic/diastolic blood pressure, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and fasting plasma glucose. The AUC of BMI-z score, WC-z score and WHtR-z score to predict at least three CV risk factors were similar (~0.85), irrespective of criteria used to define abnormal levels of CV risk factors. A 1-SD increase in any of three indices to predict CV risk was also similar for the three adiposity scores. For instance, a 1-SD increase risk in BMI-z score, WC-z score and WHtR-z score was 3.32 (95%CI 2.53-4.36), 3.43 (95%CI 2.64-4.46), and 3.45 (95%CI 2.64-4.52), respectively, in the total population using the International Diabetes Federation definition. In addition, the most efficient WHtR cut-off for screening CV risk was ~0.50 in US adolescents. In summary, BMI, WC and WHtR performed similarly well to predict the presence of at least 3 main CV risk factors among US adolescents.
Related Concept Videos
Obesity
Cholesterol: Significance and Regulation
Considering cholesterol and...

