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Updated: May 23, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Sex differences in associations between body composition and cardiometabolic indicators in Chinese children: a
Lijun Wu1, Yiying Huang1, Yiren Chen1
1Department of Epidemiology, Capital Institute of Pediatrics, Beijing, China.
Insights
Body composition significantly impacts children's cardiometabolic health, with boys showing stronger correlations between fat mass index and cardiovascular risks than girls. These findings highlight the importance of monitoring body composition for early prevention strategies.
Area of Science:
- Pediatric Endocrinology
- Cardiovascular Health
- Public Health Nutrition
Background:
- Obesity is a global health concern, increasing cardiovascular disease risk.
- Understanding body composition's role in children's cardiometabolic health is crucial.
Purpose of the Study:
- To evaluate the impact of body composition on cardiometabolic indicators in children.
- To explore sex-specific differences in these associations.
Main Methods:
- Cross-sectional study of 5555 children and adolescents (aged 6-17) in China.
- Body composition measured by multifrequency bioelectrical impedance analysis.
- Cardiometabolic indicators assessed included blood pressure, plasma glucose, and lipids; statistical analyses used linear and logistic regression.
Main Results:
- In boys, fat mass index (FMI) correlated positively with total cholesterol (TC) and fasting plasma glucose (FPG).
- Fat-free mass index (FFMI) negatively associated with TC in boys.
- In girls, FMI showed a positive association with FPG (normal FFM group), and FFMI negatively correlated with TC.
Conclusions:
- Body composition is significantly linked to cardiometabolic risk factors in children.
- Fat distribution and sex influence these associations, with boys exhibiting stronger correlations.
- Targeted obesity prevention may be particularly vital for boys to mitigate cardiometabolic risks.
Objectives:
Obesity is a growing global public health problem that increases the risk of cardiovascular disease. The aim of the present study was to assess the effects of body composition on cardiometabolic indicators in children.
Design:
Cross-sectional analysis.
Setting:
China, the Beijing Children and Adolescents Health Cohort Study between 2022 and 2023.
Participants:
This cross-sectional study included 5555 children and adolescents aged 6 to 17 years from 11 kindergartens and schools.
Outcome Measures:
We measured body composition using multifrequency bioelectrical impedance analysis and assessed the cardiometabolic indicators, including blood pressure, plasma glucose and lipids. Linear regression and binary logistic regression were performed to assess the associations between body composition and cardiometabolic abnormalities.
Results:
In boys, fat mass index (FMI) was positively correlated with total cholesterol (TC) (in normal fat-free mass (FFM) group, β=0.036, 95% CI 0.027 to 0.046; in high FFM group, β=0.034, 95% CI 0.016 to 0.051) and fasting plasma glucose (FPG) (in normal FFM group, β=0.019, 95% CI 0.012 to 0.026; in high FFM group, β=0.030, 95% CI 0.005 to 0.054). FFMI was negatively associated with TC only in the normal fat group (β=-0.047, 95% CI -0.069 to -0.034) in boys. However, in girls, FMI was not significantly associated with TC and was positively associated with FPG only in the normal FFM group (β=0.033, 95% CI 0.024 to 0.041), and FFMI was negatively correlated with TC (in normal fat group, β=-0.058, 95% CI -0.079 to -0.038; in high fat group, β=-0.049, 95% CI -0.084 to -0.015). Normal FFM-high fat (OR=2.065, 95% CI 1.379 to 3.091) and increased visceral fat region (OR=1.357, 95% CI 1.195 to 1.540) were risk factors for high TC in boys but not in girls.
Conclusions:
Body composition was significantly associated with cardiometabolic risk factors, and fat stored in different regions has differential influences on cardiometabolic indicators. There were sex differences in the relationships between body composition and cardiometabolic indicators. The findings suggest that body composition is more strongly correlated with cardiometabolic indicators in boys than in girls. Prevention of obesity and cardiometabolic abnormalities may be more important in boys.
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