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Updated: Nov 2, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Obesity, putative biological mediators, and cognitive function in a national sample of children and adolescents
Latasha Smith1, Loren Toussaint2, Antonela Micoli3
11501 College Avenue, Central Baptist College, Conway, AR 72032, United States of America.
Insights
Childhood obesity is linked to lower cognitive function in children, potentially mediated by iron deficiency and inflammation. Further research is needed to fully understand these biological connections.
Area of Science:
- Pediatric Health
- Neuroscience
- Metabolic Disorders
Background:
- Childhood obesity is a growing epidemic with potential links to cognitive impairments.
- Existing research suggests a correlation between overweight/obesity and reduced executive function skills in children.
- Understanding the biological pathways connecting obesity and cognitive function is crucial for early intervention.
Purpose of the Study:
- To investigate biological mediators linking obesity and overweight to cognitive function in children and adolescents.
- To examine the roles of iron deficiency, inflammation (c-reactive protein), and glucose metabolism (glycosylated hemoglobin) in this relationship.
- To analyze associations using data from the Third National Health and Nutrition Examination Survey (NHANES III).
Main Methods:
- Utilized data from 3323 children aged 6-16 years from NHANES III (1988-1994).
- Employed multiple mediation models to assess relationships between obesity, cognitive function (IQ tests), iron deficiency, inflammation, and glucose metabolism.
- Measured obesity status, cognitive performance, iron deficiency biomarkers, c-reactive protein, and glycosylated hemoglobin.
Main Results:
- Children who were overweight or obese scored lower on several IQ subtests compared to normal-weight children.
- Obesity and overweight were associated with increased iron deficiency, elevated c-reactive protein, and higher glycosylated hemoglobin levels.
- Biomarkers of iron status showed a relationship with cognitive function measures.
Conclusions:
- Early declines in cognitive function in children and adolescents are associated with biomarkers of iron deficiency and inflammation.
- This study identified some biological links between pediatric obesity/overweight and cognitive function.
- Further research is necessary to uncover additional biological mediators in pediatric populations.
Abstract:
Childhood obesity has reached epidemic rates nationwide and may be associated with impaired cognitive function. A growing body of evidence suggests that poorer academic performance for children with obesity and overweight is related to declines in executive function skills. This study aimed to identify biological mediators between obesity and overweight and cognitive function among children and adolescents. A total of 3323 children aged 6-16 years from the Third National Health and Nutrition Examination Survey between 1988 and 1994 (NHANES III) was used to measure associations between measures of obesity and overweight, cognitive function (IQ test batteries), iron deficiency, inflammation (c-reactive protein), and glucose metabolism (glycosylated hemoglobin) using multiple mediation models. Approximately 15% of the children were overweight and 11% were obese. Results showed lower scores for children who were obese or overweight than children of normal weight on several IQ subtest batteries. Obesity and overweight were also associated with biological mediators such as iron deficiency, elevated c-reactive protein and glycosylated hemoglobin. Several biomarkers of iron status were also related to measures of cognitive function. Early declines in cognitive function are associated with biomarkers of iron deficiency and inflammation in children and adolescents, and while some biological linkages between obesity and overweight and cognitive function are identified herein, further study is needed to identify additional biological mediators between obesity and overweight and cognitive function in pediatric populations.
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