ArticleHuman brain mapping2015
Temporal stability of network centrality in control and default mode networks: Specific associations with externalizing psychopathology in children and adolescents.
Article in Human brain mapping, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Population neuroscience: challenges and opportunities for psychiatric research in low- and middle-income countries.Revista brasileira de psiquiatria (Sao Paulo, Brazil : 1999) · 2020Pooled it
- Network topology and cannabis use following two weeks of monitored abstinence: moderation of sex and patterns of use findings.Frontiers in adolescent medicine · 2025Article
- Parent Psychopathology and Behavioral Effects on Child Brain-Symptom Networks in the ABCD Study.Journal of the American Academy of Child and Adolescent Psychiatry · 2024Article
- A Novel Exploratory Graph-Based Analytical Tool for Functional Near-Infrared Spectroscopy in Naturalistic Experiments: An Illustrative Application in Typically Developing Children.Brain sciences · 2023Article
- Developmental and aging resting functional magnetic resonance imaging brain state adaptations in adolescents and adults: A large N (>47K) study.Human brain mapping · 2023Article
- Exploring the longitudinal associations of functional network connectivity and psychiatric symptom changes in youth.NeuroImage. Clinical · 2023Article
- Associations Between Resting-State Functional Connectivity and a Hierarchical Dimensional Structure of Psychopathology in Middle Childhood.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2021Article
- Associations between children's family environment, spontaneous brain oscillations, and emotional and behavioral problems.European child & adolescent psychiatry · 2019Article
- Neural Underpinnings of Financial Decision Bias in Older Adults: Putative Theoretical Models and a Way to Reconcile Them.Frontiers in neuroscience · 2019Article
- Modeling and interpreting mesoscale network dynamics.NeuroImage · 2018Review
- Changing brain connectivity dynamics: From early childhood to adulthood.Human brain mapping · 2018Article
- Functional Activation During a Cognitive Control Task in Healthy Youth Specific to Externalizing or Internalizing Behaviors.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2018Article
- Identification of alterations associated with age in the clustering structure of functional brain networks.PloS one · 2018Article
- Connectome hubs at resting state in children and adolescents: Reproducibility and psychopathological correlation.Developmental cognitive neuroscience · 2016Article
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21 authors.
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Abstract
Abnormal connectivity patterns have frequently been reported as involved in pathological mental states. However, most studies focus on "static," stationary patterns of connectivity, which may miss crucial biological information. Recent methodological advances have allowed the investigation of dynamic functional connectivity patterns that describe non-stationary properties of brain networks. Here, we introduce a novel graphical measure of dynamic connectivity, called time-varying eigenvector centrality (tv-EVC). In a sample 655 children and adolescents (7-15 years old) from the Brazilian "High Risk Cohort Study for Psychiatric Disorders" who were imaged using resting-state fMRI, we used this measure to investigate age effects in the temporal in control and default-mode networks (CN/DMN). Using support vector regression, we propose a network maturation index based on the temporal stability of tv-EVC. Moreover, we investigated whether the network maturation is associated with the overall presence of behavioral and emotional problems with the Child Behavior Checklist. As hypothesized, we found that the tv-EVC at each node of CN/DMN become more stable with increasing age (P < 0.001 for all nodes). In addition, the maturity index for this particular network is indeed associated with general psychopathology in children assessed by the total score of Child Behavior Checklist (P = 0.027). Moreover, immaturity of the network was mainly correlated with externalizing behavior dimensions. Taken together, these results suggest that changes in functional network dynamics during neurodevelopment may provide unique insights regarding pathophysiology.
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