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Excess BMI in early adolescence adversely impacts maturating functional circuits supporting high-level cognition and
Skylar J Brooks1,2, Calli Smith1, Catherine Stamoulis3,4
1Boston Children's Hospital, Department of Pediatrics, Division of Adolescent Medicine, Boston, MA, USA.
Insights
Excess body mass index (BMI) in adolescents is linked to altered brain network function and structure, potentially impacting cognitive abilities. This study reveals significant changes in brain connectivity and development associated with higher BMI in youth.
Area of Science:
- Neuroscience
- Developmental Neuroscience
- Brain Imaging
Background:
- Excess body mass index (BMI) affects 1 in 5 US children, with potential adverse effects on brain development during critical periods.
- Understanding BMI's impact on neurodevelopmental brain circuits is crucial for early intervention.
Purpose of the Study:
- To investigate BMI-related alterations in functional brain networks and structures during early adolescence.
- To examine the relationship between BMI, brain network topology, brain structure, and cognitive function.
Main Methods:
- Utilized cross-sectional resting-state fMRI, structural sMRI, and neurocognitive data from 4922 adolescents in the ABCD cohort.
- Analyzed topological and morphometric network properties and correlated them with BMI using regression models.
- Results were validated across multiple fMRI datasets.
Main Results:
- Nearly 30% of youth had excess BMI (overweight/obesity), with higher prevalence in Black and Hispanic youth.
- Excess BMI was associated with lower functional network efficiency, resilience, and connectivity, and reduced cortical thickness and volume.
- Cognitive performance, specifically fluid reasoning, was lower in youth with excess BMI and correlated with topological brain changes.
Conclusions:
- Excess BMI in early adolescence is linked to significant alterations in brain network topology and structure.
- These neurobiological changes may adversely affect cognitive functions like fluid reasoning.
- Findings highlight the importance of addressing excess BMI during adolescence for optimal brain development.
Background/Objectives:
Adverse effects of excess BMI (affecting 1 in 5 children in the US) on brain circuits during neurodevelopmentally vulnerable periods are incompletely understood. This study investigated BMI-related alterations in maturating functional networks and their underlying brain structures, and high-level cognition in early adolescence.
Subjects/Methods:
Cross-sectional resting-state fMRI, structural sMRI, neurocognitive task scores, and BMI from 4922 youth [median (IQR) age = 120.0 (13.0) months, 2572 females (52.25%)] from the Adolescent Brain Cognitive Development (ABCD) cohort were analyzed. Comprehensive topological and morphometric network properties were estimated from fMRI and sMRI, respectively. Cross-validated linear regression models assessed correlations with BMI. Results were reproduced across multiple fMRI datasets.
Results:
Almost 30% of youth had excess BMI, including 736 (15.0%) with overweight and 672 (13.7%) with obesity, and statistically more Black and Hispanic compared to white, Asian and non-Hispanic youth (p < 0.01). Those with obesity or overweight were less physically active, slept less than recommended, snored more frequently, and spent more time using an electronic device (p < 0.01). They also had lower topological efficiency, resilience, connectivity, connectedness and clustering in Default-Mode, dorsal attention, salience, control, limbic, and reward networks (p ≤ 0.04, Cohen's d: 0.07-0.39). Lower cortico-thalamic efficiency and connectivity were estimated only in youth with obesity (p < 0.01, Cohen's d: 0.09-0.19). Both groups had lower cortical thickness, volume and white matter intensity in these networks' constituent structures, particularly anterior cingulate, entorhinal, prefrontal, and lateral occipital cortices (p < 0.01, Cohen's d: 0.12-0.30), which also mediated inverse relationships between BMI and regional functional topologies. Youth with obesity or overweight had lower scores in a task measuring fluid reasoning - a core aspect of cognitive function, which were partially correlated with topological changes (p ≤ 0.04).
Conclusions:
Excess BMI in early adolescence may be associated with profound aberrant topological alterations in maturating functional circuits and underdeveloped brain structures that adversely impact core aspects of cognitive function.
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