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Updated: Jun 26, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Cardiovascular disease risk factor (CVDRF) associated waist circumference patterns in obese-prone children
Karen L Leibowitz1, Reneé H Moore, Albert J Stunkard
1The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104-4399, USA. peddm@aol.com
Insights
Children at high risk for obesity, especially those who are overweight, are more likely to have waist circumference associated with cardiovascular disease risk factors. This waist circumference status often persists over time, indicating a need for early assessment.
Area of Science:
- Pediatrics
- Cardiology
- Obesity Research
Background:
- Childhood obesity is a growing concern with long-term health implications.
- Waist circumference (WC) is a key indicator of abdominal obesity and cardiovascular disease risk.
- Identifying children at risk early is crucial for intervention.
Purpose of the Study:
- To determine if children at high risk (HR) for obesity are more likely to have a waist circumference (WC) associated with cardiovascular disease risk factors (CVDRF-WC) compared to low-risk (LR) children.
- To assess whether CVDRF-WC status tracks over time in these children.
Main Methods:
- Prospective cohort study of 71 children aged 3-8 years, divided into LR and HR groups based on maternal prepregnancy BMI.
- HR group further classified into HR normal-weight (HRNW) and HR overweight (HROW) based on BMI.
- Children's CVDRF-WC status was assessed annually using age- and gender-specific WC cut-offs.
Main Results:
- While HR children had larger mean WC than LR children at older ages, this difference diminished after adjusting for BMI.
- HROW children were significantly more likely to have CVDRF-WC status from age 4 to 8 compared to LR and HRNW children.
- A high proportion of children maintained their CVDRF-WC status, with HROW children showing a greater tendency to transition into this category.
Conclusions:
- Overweight children born at high risk for obesity are more prone to developing a waist circumference associated with cardiovascular disease risk factors.
- While BMI influences WC, measuring WC in obese-prone children can help identify those at risk for obesity-related complications.
- Early clinical assessment of WC in at-risk youth is recommended for timely intervention.
Objectives:
The present study tested whether children born at high risk (HR) compared with low risk (LR) for obesity are more likely to have a waist circumference (WC) associated with cardiovascular disease risk factors (CVDRF-WC) and tested whether CVDRF-WC status tracks over time.
Methods:
This prospective cohort study involved 71 children, three to eight years, who were divided into two groups, LR (n = 37) and HR (n = 34), based upon maternal prepregnancy body mass index (BMI). HR subjects were subdivided into HR normal-weight (HRNW) and HR overweight (HROW) groups, based on BMI > or = 85%. Children were classified as having or not having a CVDRF-WC at each year, using age- and gender-specific WC cut-offs. Anthropometry was assessed annually.
Results:
Although HR children had a significantly greater mean WC than LR children at years 5-8 (p < 0.03), these differences became non-significant after adjusting for BMI. HROW were more likely to have a CVDRF-WC status (p < or = 0.0001) at age 4 years (10%, 5%, vs. 58%), 5 years (3%, 10%, vs. 60%), 6 years (0%, 0%, vs. 70%), 7 years (0%, 0%, vs. 50%) to 8 years (0%, 0%, vs. 55%) than LR and HRNW. Although 60-100% of the children tracked CVDRF-WC status, higher proportions of HROW children (0-40%) transitioned into having a CVDRF-WC, compared with LR (0-6%) and HRNW (0-9%).
Conclusions:
HROW were more likely to have or develop a CVDRF-WC. Although the effects of obesity risk on WC may be secondary to BMI, clinically assessing WC in obese-prone children may help identify youth at risk for obesity-related complications.
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