ArticleNature communications2022
Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study.
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 153 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
153 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The hierarchical taxonomy of psychopathology and the search for neurobiological substrates of mental illness: A systematic review and roadmap for future research.Journal of psychopathology and clinical science · 2024Pooled it
- Trial
- Differences in interactions between brain regions across personality types while learning in zebrafish (bioRxiv : the preprint server for biology · 2026Article
- Article
- Neuroanatomy reflects individual variability in impulsivity in youth.Molecular psychiatry · 2026Article
- Untangling relationships between cognitive development and child and adolescent mental health: Findings from the ABCD Study.Developmental cognitive neuroscience · 2026Review
- Interrogating cognitive and neural group variation in childhood: Examples in adolescent brain cognitive development and Oregon attention-deficit/hyperactivity disorder-1000 cohorts.Journal of psychopathology and clinical science · 2026Article
- Exploring the link between body physiology and cognition: the role of the brain and aging.npj aging · 2026Article
- A neural signature of sleep deprivation in the human brain.Nature communications · 2026Article
- Excessive Censoring Degrades Individual-Specific Cortical Parcellations and Personalized TMS Targets.bioRxiv : the preprint server for biology · 2026Article
- Individual-Level Associations of Cognition and Personality With Adolescent Mental Health Vary Across Brain and Environmental Profiles.bioRxiv : the preprint server for biology · 2026Article
- Using connectome-based predictive models to reveal the systems standardized tests and clinical symptoms are reflecting.Nature communications · 2026Article
- Developmental changes of the white matter functional connectome.Molecular psychiatry · 2026Article
- Convergent and divergent brain-cognition development in early adolescence.Nature communications · 2026Article
- Using deep learning to identify brain networks mediating cognitive and motor impairments in alcohol use disorder.Translational psychiatry · 2026Article
- A multi-modal parcellation of human globus pallidus and its implications for symptom prediction and stratification in Parkinson's disease.BMC medicine · 2026Article
- Investigating the impact of stressful life events on neuroanatomy across adolescence.bioRxiv : the preprint server for biology · 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
- Common and distinct neurofunctional signatures of dynamic naturalistic emotion regulation strategies.Nature communications · 2026Article
- Comprehensive large-scale analyses reveal association between brain structure and cognitive ability during adolescence.Communications biology · 2026Article
93 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
Abstract
How individual differences in brain network organization track behavioral variability is a fundamental question in systems neuroscience. Recent work suggests that resting-state and task-state functional connectivity can predict specific traits at the individual level. However, most studies focus on single behavioral traits, thus not capturing broader relationships across behaviors. In a large sample of 1858 typically developing children from the Adolescent Brain Cognitive Development (ABCD) study, we show that predictive network features are distinct across the domains of cognitive performance, personality scores and mental health assessments. On the other hand, traits within each behavioral domain are predicted by similar network features. Predictive network features and models generalize to other behavioral measures within the same behavioral domain. Although tasks are known to modulate the functional connectome, predictive network features are similar between resting and task states. Overall, our findings reveal shared brain network features that account for individual variation within broad domains of behavior in childhood.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.