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Associations Among Body Mass Index, Cortical Thickness, and Executive Function in Children
Jennifer S Laurent1, Richard Watts2, Shana Adise3
1Department of Nursing, College of Nursing and Health Sciences, University of Vermont, Burlington.
Insights
Higher body mass index (BMI) in children is linked to thinner cerebral cortex, particularly the prefrontal cortex. This brain development difference may explain executive function deficits, impacting cognitive skills like working memory.
Area of Science:
- Neuroscience
- Pediatrics
- Public Health
Background:
- Overweight and obesity affect 25.7 million US children, linked to executive function deficits.
- The impact of being overweight or obese on children's brain development remains less understood.
Purpose of the Study:
- To investigate the association between body mass index (BMI) and cerebral cortical thickness in children.
- To determine if cortical thickness mediates the relationship between BMI and executive function.
Main Methods:
- Cross-sectional study using structural MRI to map cortical thickness in 3190 children (aged 9-10).
- Executive functions assessed using list sorting, flanker, matrix reasoning, and Wisconsin card sorting tasks.
- Statistical analyses included general linear models, Pearson correlations, and mediation analysis.
Main Results:
- Higher BMI was significantly associated with reduced cortical thickness in 18 brain regions, most notably the prefrontal cortex.
- BMI inversely correlated with performance on list sorting, dimensional card sorting, and matrix reasoning tasks.
- Prefrontal cortex thickness mediated the association between BMI and list sorting performance.
Conclusions:
- Childhood BMI is associated with altered prefrontal cortex development.
- These brain changes may underlie diminished executive functions, including working memory, in overweight/obese children.
Importance:
A total of 25.7 million children in the United States are classified as overweight or obese. Obesity is associated with deficits in executive function, which may contribute to poor dietary decision-making. Less is known about the associations between being overweight or obese and brain development.
Objective:
To examine whether body mass index (BMI) is associated with thickness of the cerebral cortex and whether cortical thickness mediates the association between BMI and executive function in children.
Design, Setting, And Participants:
In this cross-sectional study, cortical thickness maps were derived from T1-weighted structural magnetic resonance images of a large, diverse sample of 9 and 10-year-old children from 21 US sites. List sorting, flanker, matrix reasoning, and Wisconsin card sorting tasks were used to assess executive function.
Main Outcomes And Measures:
A 10-fold nested cross-validation general linear model was used to assess mean cortical thickness from BMI across cortical brain regions. Associations between BMI and executive function were explored with Pearson partial correlations. Mediation analysis examined whether mean prefrontal cortex thickness mediated the association between BMI and executive function.
Results:
Among 3190 individuals (mean [SD] age, 10.0 [0.61] years; 1627 [51.0%] male), those with higher BMI exhibited lower cortical thickness. Eighteen cortical regions were significantly inversely associated with BMI. The greatest correlations were observed in the prefrontal cortex. The BMI was inversely correlated with dimensional card sorting (r = -0.088, P < .001), list sorting (r = -0.061, P < .003), and matrix reasoning (r = -0.095, P < .001) but not the flanker task. Mean prefrontal cortex thickness mediated the association between BMI and list sorting (mean [SE] indirect effect, 0.014 [0.008]; 95% CI, 0.001-0.031) but not the matrix reasoning or card sorting task.
Conclusions And Relevance:
These results suggest that BMI is associated with prefrontal cortex development and diminished executive functions, such as working memory.
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