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Local functional connectivity suggests functional immaturity in children with attention-deficit/hyperactivity
Luis Marcos-Vidal1, Magdalena Martínez-García1,2, Clara Pretus3,4
1Unidad de Medicina y Cirugía Experimental, Instituto de Investigación Sanitaria Gregorio Marañón, Madrid, Spain.
Insights
Children with Attention-Deficit/Hyperactivity Disorder (ADHD) show more local brain connectivity than neurotypical peers, suggesting an immature functional state. This atypical connectivity, particularly in motor regions, correlates with ADHD symptom severity and indicates deviated developmental trajectories.
Area of Science:
- Neuroscience
- Developmental Psychology
- Child Psychiatry
Background:
- Attention-Deficit/Hyperactivity Disorder (ADHD) is linked to maturational lags in brain functional networks.
- Typical brain development involves a shift from local to distant functional connectivity.
- The maturational lag hypothesis predicts increased local and decreased distant connectivity in ADHD.
Purpose of the Study:
- To compare local and distant brain functional connectivity between children with ADHD and neurotypical (ND) children.
- To investigate the developmental trajectory of functional connectivity across a wide age range (7-17 years).
- To assess the clinical relevance of connectivity differences by correlating them with ADHD symptom severity.
Main Methods:
- Applied graph theory to analyze functional connectivity in 120 children with ADHD and 120 age-matched ND children.
- Computed and compared local and distant connectivity metrics.
- Correlated connectivity measures with ADHD symptom severity.
Main Results:
- Children with ADHD exhibited significantly higher local connectivity in default mode, fronto-parietal, and ventral attentional networks compared to ND children.
- An atypical developmental pattern of local connectivity was observed in somatomotor regions, increasing with age in ADHD and decreasing in ND children.
- Local connectivity in somatomotor areas positively correlated with ADHD symptom severity in both groups.
Conclusions:
- Results support the view of ADHD as a disorder characterized by deviated maturational trajectories of brain functional networks, particularly in somatomotor areas.
- ADHD diagnosis is associated with the integrity of fronto-parietal, default mode, and ventral attentional networks.
- Clinical symptom severity in ADHD is linked to atypical functional connectivity within somatomotor regions, suggesting these areas are crucial for symptom expression.
Abstract:
Previous studies have associated Attention-Deficit/Hyperactivity Disorder (ADHD) with a maturational lag of brain functional networks. Functional connectivity of the human brain changes from primarily local to more distant connectivity patterns during typical development. Under the maturational lag hypothesis, we expect children with ADHD to exhibit increased local connectivity and decreased distant connectivity compared with neurotypically developing (ND) children. We applied a graph-theory method to compute local and distant connectivity levels and cross-sectionally compared them in a sample of 120 children with ADHD and 120 age-matched ND children (age range = 7-17 years). In addition, we measured if potential group differences in local and distant connectivity were stable across the age range considered. Finally, we assessed the clinical relevance of observed group differences by correlating the connectivity levels and ADHD symptoms severity separately for each group. Children with ADHD exhibited more local connectivity than age-matched ND children in multiple brain regions, mainly overlapping with default mode, fronto-parietal and ventral attentional functional networks (p < .05- threshold free-cluster enhancement-family-wise error). We detected an atypical developmental pattern of local connectivity in somatomotor regions, that is, decreases with age in ND children, and increases with age in children with ADHD. Furthermore, local connectivity within somatomotor areas correlated positively with clinical severity of ADHD symptoms, both in ADHD and ND children. Results suggest an immature functional state of multiple brain networks in children with ADHD. Whereas the ADHD diagnosis is associated with the integrity of the system comprising the fronto-parietal, default mode and ventral attentional networks, the severity of clinical symptoms is related to atypical functional connectivity within somatomotor areas. Additionally, our findings are in line with the view of ADHD as a disorder of deviated maturational trajectories, mainly affecting somatomotor areas, rather than delays that normalize with age.
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