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Updated: Dec 19, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Relationships Among Metabolic-Risk, Body Fatness, and Muscular Fitness in Young Obese Latino Children
Justin J Merrigan1, Sina Gallo2, Jennifer B Fields1
1Health and Human Performance, George Mason University, Fairfax, VA, USA.
Insights
Obese Latino children with higher body fat face greater metabolic risks and fitness challenges. Culturally tailored programs are needed to improve health outcomes for this population.
Area of Science:
- Pediatric Endocrinology
- Sports Medicine
- Public Health
Background:
- Obesity is prevalent in Latino children, posing significant health risks.
- Cardio-metabolic risk factors and fitness levels are critical indicators of child health.
- Understanding these factors in obese Latino children is essential for targeted interventions.
Purpose of the Study:
- To evaluate the relationships between metabolic risk, physical fitness, and body fatness in obese Latino children.
- To determine sex differences in cardio-metabolic risk factors and fitness among obese Latino children.
Main Methods:
- Sixty obese Latino children (7.2-7.8 years) underwent assessments of body composition, blood markers, and fitness.
- Cardio-metabolic markers were analyzed to create a metabolic risk score.
- Correlations, regression analyses, and independent samples t-tests were used to analyze data.
Main Results:
- Body fatness negatively correlated with lower body power but positively with upper body power.
- Body fat was a significant predictor of metabolic risk scores (R² = 0.39, p < 0.001), independent of age and sex.
- While metabolic risk and body fat were similar between sexes, boys exhibited superior muscular fitness.
Conclusions:
- Higher body fat in obese Latino children is linked to increased metabolic risk and impaired physical performance.
- Sex does not moderate the relationship between body fat and metabolic risk.
- Culturally adapted weight management programs should integrate strategies to enhance both metabolic health and physical fitness.
Abstract:
Given the high prevalence of obesity in Latino children and potential health risks, the purpose of this study was to: 1) evaluate relationships among metabolic-risk, fitness, and body fatness; 2) determine sex differences in cardio-metabolic risk factors and fitness of obese children of Latino descent. Sixty children (boys, n = 39, 7.8 ± 1.5 years; girls, n = 21, 7.2 ± 1.5 years; body mass index, 97.8 ± 2.5th percentile) completed assessments of height, weight, and body fat, prior to fasted blood draws and a battery of fitness tests. Cardio-metabolic markers were analyzed, and a metabolic risk score created. Correlations and regression analyses evaluated the relationships among body fatness, metabolic-risk, and fitness. Independent samples t-tests determined sex differences (p < 0.05). Body fat related negatively to lower body power (p < 0.016), but positively to upper body power (p = 0.049). After controlling for age and sex, body fat (p < 0.001) was a positive predictor of variance in metabolic-risk scores, (R2 = 0.39, p < 0.001). Further, the association between body fat and metabolic-risk was not moderated by sex. Metabolic-risk scores and body fat were similar for both sexes, but boys performed better on muscular fitness tests, even after accounting for fat free mass (p < 0.05). Higher body fatness in obese Latino children may result in greater metabolic-risk and difficulty performing weight-bearing tasks. Therefore, culturally adapted weight management programs should employ a multifaceted approach to improve metabolic-risk and fitness.
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