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Updated: Jun 23, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Fitness level and body composition are associated with inflammation in non-obese children
Jennifer J F McVean1, Aaron L Carrel, Jens C Eickhoff
1Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI 54650, USA. jjmcvean@gundluth.org
Insights
In non-obese children, higher body fat and lower physical fitness are linked to inflammation, indicated by C-reactive protein (CRP) levels. Promoting fitness and healthy body composition is crucial for all children.
Area of Science:
- Pediatric Endocrinology
- Cardiovascular Health
- Sports Medicine
Background:
- Childhood obesity and poor physical fitness are linked to insulin resistance (IR), coronary heart disease (CHD), and type 2 diabetes mellitus.
- Elevated inflammation markers, such as C-reactive protein (CRP), are independent predictors of CHD.
- The association between body fat, fitness, and inflammation in non-obese children remains unclear.
Purpose of the Study:
- To investigate the relationship between body composition, cardiorespiratory fitness, and inflammation in non-obese children.
- To determine if higher body fat and lower fitness in non-obese youth are associated with elevated CRP levels.
- To assess the correlation between inflammation and insulin resistance (IR) in this population.
Main Methods:
- Evaluated 75 non-obese children (ages 11-14) with BMI <95th percentile.
- Measured fasting insulin, glucose, adiponectin, CRP, body composition (BMI z-score, percent body fat, total body fat), and maximal oxygen consumption (VO2max).
- Utilized multivariate analysis to identify independent predictors of CRP.
Main Results:
- CRP positively correlated with body composition metrics (BMI z-score, percent body fat, total body fat) and negatively with VO2max.
- VO2max and percent body fat were identified as independent predictors of CRP.
- No significant correlations were found between CRP, fitness, fatness, and insulin resistance (QUICKI) in these non-obese children.
Conclusions:
- In non-obese children, lower physical fitness and higher body fat are associated with inflammation, evidenced by elevated CRP levels.
- These findings underscore the importance of promoting both physical fitness and healthy body composition in all children, regardless of BMI.
- Further research may explore the long-term cardiovascular implications of inflammation in fit, non-obese youth.
Abstract:
Childhood obesity and poor fitness are associated with insulin resistance (IR), risk for coronary heart disease (CHD), and type 2 diabetes mellitus. Elevated markers of inflammation (e.g., C-reactive protein [CRP]) are independent predictors of CHD. Whether higher percent body fat and poor fitness in non-obese children are associated with evidence of inflammation and IR is unclear. We evaluated 75 children with non-obese body mass index (BMI) for age (<95th percentile), ages 11-14 years for fasting insulin, glucose, adiponectin, CRP, body composition, and maximum oxygen-consumption (VO2max). CRP correlated positively with body composition (BMI z-score, p = 0.00062; percent body fat, p = 0.00007; and total body fat in grams, p = 0.00006) and negatively with VO2max, p = 0.036. Using multivariate analysis, VO2max and percent body fat were both independent predictors of CRP. Fasting insulin and insulin resistance as assessed by QUICKI did not correlate with CRP, fitness, or fatness in these non-obese children. Adiponectin showed no significant correlations, and gender did not influence correlation analyses. We conclude that in non-obese children, low fitness and higher body fat are both associated with inflammation (i.e., higher levels of CRP). This observation strengthens the importance of promoting both fitness and healthy body composition in all children.
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