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Updated: Jun 4, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Reference values and early determinants of intra-abdominal fat mass in primary school children
J von Schnurbein1, J Klenk, C Galm
1Divisions of Paediatric Endocrinology and Diabetes, Ulm University, Ulm, Germany.
Insights
Intra-abdominal fat (IAF) in children is reliably measured by sonography. Factors like infant weight gain, parental BMI, and education influence IAF, which correlates with cardiovascular risk factors.
Area of Science:
- Pediatric Endocrinology
- Cardiovascular Health
- Medical Imaging
Background:
- Intra-abdominal fat (IAF) is a key indicator of cardiovascular disease risk.
- Reference values and determinants of IAF are not well-established in pediatric populations.
Purpose of the Study:
- To establish reference values for IAF in children.
- To identify determinants of IAF in children.
- To assess the relationship between IAF and cardiovascular risk factors in children.
Main Methods:
- Intra-abdominal fat (IAF) was measured using sonography in 1,046 children.
- Sonographic intra-abdominal depth was used as a proxy for IAF.
- Data included age, gender, parental BMI, infant weight gain, maternal smoking during pregnancy, and parental education.
Main Results:
- Sonography demonstrated high intraobserver agreement (ICC=0.93) for IAF measurement.
- IAF showed significant gender differences and was correlated with systolic blood pressure and HDL cholesterol.
- IAF was associated with increased parental BMI, rapid infant weight gain, maternal smoking during pregnancy, and inversely with parental education.
Conclusions:
- Sonography is a reliable method for estimating IAF in children.
- Childhood IAF is influenced by modifiable factors including lifestyle and parental characteristics.
- IAF in prepubertal children is associated with cardiovascular risk factors, suggesting its potential as an early predictor of cardiovascular vulnerability.
Background:
Intra-abdominal fat (IAF) is a valuable predictor of cardiovascular morbidity. However, neither reference values nor determinants are known in children.
Methods:
IAF was assessed as sonographically measured intra-abdominal depth in 1,046 children [median age 7.6 years, interquartile range (IQR) 7.2-7.9; 54% boys] of the URMEL-ICE study.
Results:
The intraclass correlation coefficient for intraobserver agreement was 0.93. The median IAF showed a significant gender difference (boys: 54.6 mm, IQR 50.1-59.3, vs. girls: 51.7 mm, IQR 46.3-56.4; p < 0.001). Age- and gender-specific centiles were generated. IAF showed a positive correlation to systolic blood pressure [regression coefficient (β) = 0.24 mm Hg/mm; p < 0.001] and a negative correlation to HDL cholesterol (β = -0.01 mmol/l/mm; p < 0.001). IAF showed a positive association with increased paternal and maternal BMI (β = 0.28 mm/kg/m(2) and 0.27 mm/kg/m(2); p < 0.001), increased weight gain in the first 2 years of life (β = 3.04 mm; p < 0.001), and maternal smoking during pregnancy (β = 2.4 mm; p = 0.001). Increased parental education was negatively associated with IAF (maternal: β = -0.65 mm/degree; p = 0.004, and paternal: β = -0.61 mm/degree; p = 0.002).
Conclusion:
Sonography was a reliable tool to estimate IAF. Factors influencing IAF included rapid infant weight gain, smoking during pregnancy, and parental BMI and education. Since IAF showed an association with cardiovascular risk factors even in prepubertal children, it might become a valuable predictor of cardiovascular vulnerability.
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