ArticleTranslational psychiatry2021
Brain-wide functional connectivity patterns support general cognitive ability and mediate effects of socioeconomic status in youth.
Article in Translational psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.
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Who cites it
35 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Socioeconomic Status Disparities in Children's Cognition-Differences in Degree or Kind?Perspectives on psychological science : a journal of the Association for Psychological Science · 2026Pooled it
- Article
- The Roles of Delayed Cortical Maturation and Lower Anticipatory Reward Activation in Predicting Addictive Screen Use in Youth.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Neighborhood air pollution is associated with attenuated neurocognitive maturation over early adolescence.Developmental cognitive neuroscience · 2026Article
- Contextualizing Socioeconomic Status Effects on Adolescent Brain Structure and Cognitive Skills: Evidence From the ABCD Study.Developmental science · 2026Article
- Task-evoked functional connectivity exhibits novel and strengthened relationships with executive function relative to the resting state.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Representing Brain-Behavior Associations by Retaining High-Motion Minoritized Youth.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Cognitive Resilience and Vulnerability to Socioeconomic Disadvantage: Predictors Across Individual, Family, School, and Neighborhood Contexts.Developmental science · 2026Article
- Article
- Deep Learning of Brain-Behavior Dimensions Identifies Transdiagnostic Biotypes in Youth with ADHD and Anxiety Disorders.bioRxiv : the preprint server for biology · 2025Article
- Associations among socioeconomic disadvantage, longitudinal changes in within-network connectivity, and academic outcomes in the ABCD study.Developmental cognitive neuroscience · 2025Article
- Task-evoked functional connectivity exhibits novel and strengthened relationships with executive function relative to the resting state.bioRxiv : the preprint server for biology · 2025Article
- Somatomotor Disconnection Links Sleep Duration With Socioeconomic Context, Screen Time, Cognition, and Psychopathology.Biological psychiatry global open science · 2025Article
- The effects of adverse life events on brain development in the ABCD study®: a propensity-weighted analysis.Molecular psychiatry · 2025Article
- Assessing neurocognitive maturation in early adolescence based on baby and adult functional brain landscapes.Developmental cognitive neuroscience · 2025Article
- Improving predictability, reliability, and generalizability of brain-wide associations for cognitive abilities via multimodal stacking.PNAS nexus · 2025Article
- Regional, but not brain-wide, graph theoretic measures are robustly and reproducibly linked to general cognitive ability.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Functional Brain Connectivity Predictors of Prospective Substance Use Initiation and Their Environmental Correlates.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2025Article
- Brain-Wide Resting-State Functional Connectivity Partially Mediates Socioeconomic Disparities in Children's Cardiometabolic Health.Journal of cellular neuroscience · 2025Article
- Resting-State Functional Connectivity Between the Cingulo-Opercular and Default Mode Networks May Explain Socioeconomic Inequalities in Cognitive Development.Journal of cellular neuroscience · 2025Article
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12 authors.
Funding
Abstract
General cognitive ability (GCA) is an individual difference dimension linked to important academic, occupational, and health-related outcomes and its development is strongly linked to differences in socioeconomic status (SES). Complex abilities of the human brain are realized through interconnections among distributed brain regions, but brain-wide connectivity patterns associated with GCA in youth, and the influence of SES on these connectivity patterns, are poorly understood. The present study examined functional connectomes from 5937 9- and 10-year-olds in the Adolescent Brain Cognitive Development (ABCD) multi-site study. Using multivariate predictive modeling methods, we identified whole-brain functional connectivity patterns linked to GCA. In leave-one-site-out cross-validation, we found these connectivity patterns exhibited strong and statistically reliable generalization at 19 out of 19 held-out sites accounting for 18.0% of the variance in GCA scores (cross-validated partial η
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