ArticleMolecular psychiatry2021
ADHD symptoms map onto noise-driven structure-function decoupling between hub and peripheral brain regions.
Article in Molecular psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- A Randomized, Double-Blind, Placebo-Controlled, Two-Way Crossover Clinical Trial of ORADUR-Methylphenidate for Treating Children and Adolescents with Attention-Deficit/Hyperactivity Disorder.Journal of child and adolescent psychopharmacology · 2021Trial
- The mediating role of brain structural-functional connectivity coupling in linking paternal education to BMI and depressive scores in young adults.BMC psychiatry · 2026Article
- Neurophysiological Characterization of ADHD in Children Using EEG Signals: A Machine Learning Approach to Executive Function Networks.Sensors (Basel, Switzerland) · 2026Article
- Assessment of resting state structural-functional relationships in perisylvian region during the early weeks after birth.Brain structure & function · 2025Article
- Structure-function coupling in the first month of life: Associations with age and attention.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Reduced temporal and spatial stability of neural activity patterns predict cognitive control deficits in children with ADHD.Nature communications · 2025Article
- Abnormal Structure-Function Coupling in Major Depressive Disorder Patients With and Without Anhedonia.Depression and anxiety · 2025Article
- Structure-function coupling in macroscale human brain networks.Nature reviews. Neuroscience · 2024Review
- Abnormal structural‒functional coupling patterning in progressive supranuclear palsy is associated with diverse gradients and histological features.Communications biology · 2024Article
- The neural and genetic underpinnings of different developmental trajectories of Attention-Deficit/Hyperactivity Symptoms in children and adolescents.BMC medicine · 2024Article
- Reduced temporal and spatial stability of neural activity patterns predict cognitive control deficits in children with ADHD.bioRxiv : the preprint server for biology · 2024Article
- Reconfiguration of Structural and Functional Connectivity Coupling in Patient Subgroups With Adolescent Depression.JAMA network open · 2024Article
- Cortical structural and functional coupling during development and implications for attention deficit hyperactivity disorder.Translational psychiatry · 2023Article
- Aberrant Multimodal Connectivity Pattern Involved in Default Mode Network and Limbic Network in Amyotrophic Lateral Sclerosis.Brain sciences · 2023Article
- Poorer White Matter Microstructure Predicts Slower and More Variable Reaction Time Performance: Evidence for a Neural Noise Hypothesis in a Large Lifespan Cohort.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2023Article
- Noise improves the association between effects of local stimulation and structural degree of brain networks.PLoS computational biology · 2023Article
- Two distinct subtypes of obsessive compulsive disorder revealed by a framework integrating multimodal neuroimaging information.Human brain mapping · 2022Article
- Long-term psychiatric outcomes in youth with enterovirus A71 central nervous system involvement.Brain, behavior, & immunity - health · 2022Article
- Focal neural perturbations reshape low-dimensional trajectories of brain activity supporting cognitive performance.Nature communications · 2022Article
- Brain Network Topology and Structural-Functional Connectivity Coupling Mediate the Association Between Gut Microbiota and Cognition.Frontiers in neuroscience · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
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Abstract
Adults with childhood-onset attention-deficit hyperactivity disorder (ADHD) show altered whole-brain connectivity. However, the relationship between structural and functional brain abnormalities, the implications for the development of life-long debilitating symptoms, and the underlying mechanisms remain uncharted. We recruited a unique sample of 80 medication-naive adults with a clinical diagnosis of childhood-onset ADHD without psychiatric comorbidities, and 123 age-, sex-, and intelligence-matched healthy controls. Structural and functional connectivity matrices were derived from diffusion spectrum imaging and multi-echo resting-state functional MRI data. Hub, feeder, and local connections were defined using diffusion data. Individual-level measures of structural connectivity and structure-function coupling were used to contrast groups and link behavior to brain abnormalities. Computational modeling was used to test possible neural mechanisms underpinning observed group differences in the structure-function coupling. Structural connectivity did not significantly differ between groups but, relative to controls, ADHD showed a reduction in structure-function coupling in feeder connections linking hubs with peripheral regions. This abnormality involved connections linking fronto-parietal control systems with sensory networks. Crucially, lower structure-function coupling was associated with higher ADHD symptoms. Results from our computational model further suggest that the observed structure-function decoupling in ADHD is driven by heterogeneity in neural noise variability across brain regions. By highlighting a neural cause of a clinically meaningful breakdown in the structure-function relationship, our work provides novel information on the nature of chronic ADHD. The current results encourage future work assessing the genetic and neurobiological underpinnings of neural noise in ADHD, particularly in brain regions encompassed by fronto-parietal systems.
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