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Updated: May 17, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Association between WHO cut-offs for childhood overweight and obesity and cardiometabolic risk
Mercedes de Onis1, Cecilia Martínez-Costa, Francisco Núñez
1Department of Nutrition, World Health Organization, 20 Avenue Appia, 1211 Geneva 27, Switzerland. deonism@who.int
Insights
Childhood overweight and obesity, defined by WHO BMI standards, are linked to increased cardiovascular risk factors. Early prevention is crucial for reducing long-term health issues.
Area of Science:
- Pediatric endocrinology
- Cardiovascular health
- Metabolic disorders
Background:
- Childhood overweight and obesity are growing global health concerns.
- The World Health Organization (WHO) provides standardized BMI-for-age references for classification.
- Identifying early cardiovascular risk in children is vital for preventative strategies.
Purpose of the Study:
- To investigate the association between childhood overweight/obesity and cardiovascular risk markers.
- To utilize WHO BMI cut-offs for classifying children's weight status.
- To compare metabolic and vascular risk factors across different BMI categories.
Main Methods:
- Classification of 149 children (aged 8-18) into normal weight, overweight, and obese groups using WHO BMI-for-age criteria.
- Comparison of blood pressure, lipid profiles, glucose, insulin, HOMA-IR, and uric acid levels across BMI groups.
- Statistical analysis including ANOVA, tests of linearity, and calculation of odds ratios for adverse biochemical markers.
Main Results:
- 41% of children were classified as obese, 22% as overweight, and 37% as normal weight.
- Significant linear differences in systolic blood pressure, HDL-cholesterol, triglycerides, insulin, HOMA-IR, and uric acid were observed across BMI groups.
- Obese children showed significantly higher odds for hypertension, high insulin, HOMA-IR, and dyslipidemia compared to normal-weight children. Overweight children also exhibited increased risks.
Conclusions:
- WHO BMI-for-age cut-offs effectively identify children with elevated metabolic and vascular risks.
- Childhood overweight and obesity are strongly associated with multiple cardiovascular risk factors.
- Preventing overweight and obesity in children is essential for mitigating future cardiovascular disease risk.
Objective:
To examine the association between cardiovascular risk and childhood overweight and obesity using the BMI cut-offs recommended by the WHO.
Design:
Children were classified as normal weight, overweight and obese according to the WHO BMI-for-age reference. Blood pressure, lipids, glucose, insulin, homeostasis model assessment-insulin resistance (HOMA-IR) and uric acid levels were compared across BMI groups. ANOVA and tests of linearity were used to assess overall mean differences across groups. Crude and adjusted odds ratios were calculated for adverse plasma levels of biochemical variables.
Setting:
Paediatric care centres.
Subjects:
Children (n 149) aged 8-18 years.
Results:
About 37 %, 22 % and 41 % of children were classified respectively as normal weight, overweight and obese. There were significant linear mean differences between BMI groups in systolic blood pressure, HDL-cholesterol, TAG, insulin, HOMA-IR and uric acid. Obese children were 10·6 times more likely than normal-weight children to have hypertension; OR for other associations were 60·2 (high insulin), 39·5 (HOMA-IR), 27·9 (TAG), 16·0 (HDL-cholesterol), 4·3 (LDL-cholesterol) and 3·6 (uric acid). Overweight children were more likely than normal-weight children to have hypertension (OR = 3·5), high insulin (OR = 28·2), high HOMA-IR (OR = 23·3) and high TAG (OR = 16·1). Nearly 92 % and 57 % of the obese and overweight children, respectively, had one or more risk factor.
Conclusions:
Obesity and overweight defined using the WHO BMI-for-age cut-offs identified children with higher metabolic and vascular risk. These results emphasize the importance of prevention of overweight and obesity in childhood to reduce cardiovascular risk.
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