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Reconfiguration of Functional Brain Network Organization and Dynamics With Changing Cognitive Demands in Children
Cleanthis Michael1, Mackenzie E Mitchell1, Arianna D Cascone2
1Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Children with attention-deficit/hyperactivity disorder (ADHD) show altered brain network organization and dynamics across different cognitive states. These differences in functional brain connectivity are linked to cognitive performance and ADHD symptoms.
Area of Science:
- Neuroscience
- Developmental Psychology
- Cognitive Science
Background:
- Attention-deficit/hyperactivity disorder (ADHD) pathophysiology involves atypical brain network organization.
- Previous research primarily focused on resting-state network dysfunction in ADHD.
- This study investigates dynamic network reconfiguration across rest and cognitive tasks in children.
Purpose of the Study:
- To examine how functional brain network organization and dynamics differ between children with ADHD and typically developing children.
- To explore the flexible reconfiguration of brain networks across varying cognitive demands.
- To understand the role of network dynamics in ADHD symptoms and cognitive performance.
Main Methods:
- Graph theoretical analyses were used to assess network segregation and integration.
- Specific networks analyzed include frontoparietal, default mode, and salience networks.
- Edge time series analyses quantified connectivity dynamics within and between networks.
Main Results:
- Children with ADHD exhibited lower whole-graph modularity and increased dissociation between default mode and visual networks.
- A significant interaction showed frontoparietal network within-module degree decreased in ADHD children from rest to task.
- ADHD group displayed more dynamic connectivity within and across networks, particularly during tasks.
Conclusions:
- Static and dynamic network analyses reveal altered context-specific and timescale-dependent connectivity in ADHD.
- Findings underscore the involvement of association and sensory/motor systems in ADHD.
- Network dynamics are clinically relevant and associated with cognitive performance and ADHD symptoms.
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