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Updated: May 8, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Body Composition, Body Mass, and Cardiovascular Health in Mid-Childhood and Midlife: A Compositional Data Analysis
Mengjiao Liu1,2,3, Dorothea Dumuid3,4, Tim Olds3,4
1School of Public Health, Jiangxi Medical College, Nanchang University, Jiangxi, China.
Cardiovascular health in children and parents is linked to body composition. Higher body mass and lower fat-free mass (FFM) are associated with poorer cardiovascular measures, especially in those with obesity.
Area of Science:
- Cardiovascular health
- Pediatric health
- Body composition analysis
Background:
- Cardiovascular (CV) health tracks from childhood into adulthood.
- Understanding the interplay between body composition and CV health in both children and parents is crucial for early intervention.
- Previous studies have not fully elucidated the combined effects of body mass and specific fat distribution on CV markers across generations.
Purpose of the Study:
- To quantify the associations of large and small artery measures with body composition and body mass in children and their parents.
- To examine these associations both separately and in combination.
- To compare CV health markers between normal-weight children and those with obesity.
Main Methods:
- Cross-sectional analysis of the Child Health CheckPoint study data.
- Measurement of weight, height, body composition (truncal fat, non-truncal fat, fat-free mass [FFM]), and CV functional/structural outcomes.
- Application of compositional data analyses to assess relationships between body composition, body mass, and CV measures.
Main Results:
- In both children and adults, higher body mass, increased truncal and non-truncal fat, and lower FFM were associated with adverse CV measurements.
- Children with obesity exhibited poorer CV measures compared to normal-weight peers, primarily due to higher body mass and lower FFM.
- Observed relationships were consistent across generations, with stronger associations noted in parents.
Conclusions:
- Poorer CV health in both children and parents is significantly associated with higher body mass and lower FFM.
- Higher percentages of truncal and non-truncal fat also contribute to adverse CV outcomes, though to a lesser extent.
- Future research should investigate weight reduction interventions focusing on FFM preservation to improve CV health precursors.
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