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Anthropometric Indices Based on Waist Circumference as Measures of Adiposity in Children
Susana Santos1, Milton Severo1,2, Carla Lopes1,2
1EPIUnit, Institute of Public Health, University of Porto, Rua das Taipas, Porto, Portugal.
Insights
Body fat patterns offer minimal added value over single measures for assessing childhood adiposity. Waist-to-height ratio estimates total fat, while other waist indices indicate central fat, warranting further study for cardiometabolic risk prediction.
Area of Science:
- Pediatric Endocrinology
- Body Composition Analysis
- Public Health Nutrition
Background:
- Accurate assessment of childhood adiposity is crucial for identifying health risks.
- Traditional anthropometric measures and newer body fat patterns require validation against gold standards.
Purpose of the Study:
- To compare the accuracy of body fat patterns versus single anthropometric measures in assessing body fat in children.
- To clarify the utility of waist circumference-based indices for measuring adiposity in pediatric populations.
Main Methods:
- Utilized data from 2,531 7-year-old children in the Generation XXI birth cohort.
- Employed whole-body dual-energy x-ray absorptiometry (DXA) as the reference standard for body fat assessment.
- Applied principal component analysis to identify distinct body fat patterns.
Main Results:
- Two body fat patterns were identified: Pattern 1 (including BMI, fat mass index, waist-to-height ratio) strongly correlated with DXA fat mass index (r=0.85).
- Pattern 2 (including waist-to-hip, waist-to-thigh, waist-to-weight ratios) moderately correlated with DXA central fat (r=0.35).
- Body fat patterns showed similar correlations to DXA measures compared to single anthropometric indices.
Conclusions:
- Body fat patterns provide limited additional value for estimating body fat in children compared to single measures.
- Waist-to-height ratio serves as a proxy for total body fat.
- Waist-to-hip, waist-to-thigh, and waist-to-weight ratios appear to reflect central adiposity, with waist-to-weight ratio's predictive potential for cardiometabolic disease risk needing further investigation.
Objective:
The aim of this study was to compare the accuracy of body fat patterns and single measures in assessing body fat and to clarify the use of indices based on waist circumference as measures of adiposity in children.
Methods:
This study included 2,531 7-year-old children from the Generation XXI birth cohort (Porto, Portugal). Anthropometrics were obtained by trained personnel and whole-body dual-energy x-ray absorptiometry (DXA) scans were performed.
Results:
Principal component analysis identified two body fat patterns. Pattern 1 (BMI, fat mass index from tetra-polar bioelectric impedance, and waist-to-height ratio) showed strong correlations with DXA fat mass index (r = 0.85; P < 0.001), and pattern 2 (waist-to-hip, waist-to-thigh, and waist-to-weight ratios) showed moderate correlations with DXA central fat (r = 0.35; P < 0.001). Compared with single measures, body fat patterns showed similar correlations with DXA-derived measures.
Conclusions:
Compared with single anthropometric indices, body fat patterns seem to add little value for estimating body fat in children. Waist-to-height ratio seems to be a proxy for total fat, while waist-to-hip, waist-to-thigh, and waist-to-weight ratios seem to be proxies for central fat. Further studies should address the predictive ability of waist-to-weight ratio to identify children at risk of developing cardiometabolic disease, as this was the first time describing its potential usefulness.
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