ArticleJAMA network open2023
Measures of Brain Connectivity and Cognition by Sex in US Children.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 19 citations in OpenAlex.
- Dissecting the shared genetic architecture between testosterone traits and attention-deficit/hyperactivity disorder.European child & adolescent psychiatry · 2026Article
- Article
- Convergent and divergent brain-cognition development in early adolescence.Nature communications · 2026Article
- Regional reconfiguration of functional brain networks during childhood and adolescence: evaluating age and sex effect.bioRxiv : the preprint server for biology · 2026Article
- Factors Associated with Adolescents' Self-Efficacy to Meet with their Health Care Provider Alone.Health education & behavior : the official publication of the Society for Public Health Education · 2026Article
- Individual-specific functional connectivity predicts clinical symptoms severity in patients with post-traumatic stress disorder.BMC psychiatry · 2026Article
- The progression of sex differences in brain networks across the lifespan.bioRxiv : the preprint server for biology · 2026Article
- Assessing neonatal brain glymphatic system development using diffusion tensor imaging along the perivascular space and choroid plexus volume.BMC medical imaging · 2025Article
- Adolescent and Caregiver preparation for legal changes at age 18.Health care transitions · 2025Article
- Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning.Machine learning in clinical neuroimaging : 7th international workshop, MLCN 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, proceedings. MLCN (Workshop) (7th : 2024 : Marrakesh, Morocco) · 2025Article
- Enhancing daily life for children with cognitive developmental delay through insights into brain development.Pediatric research · 2024Review
- Childhood obesity's effect on cognition and brain connectivity worsens with low family income.JCI insight · 2024Article
- Sex, gender diversity, and brain structure in early adolescence.Human brain mapping · 2024Article
- Associations between handedness and brain functional connectivity patterns in children.Nature communications · 2024Article
- Macronutrient intake is associated with intelligence and neural development in adolescents.Frontiers in nutrition · 2024Article
- Effects of family income on brain functional connectivity in US children: associations with cognition.Molecular psychiatry · 2023Article
- Associations between body mass index, sleep-disordered breathing, brain structure, and behavior in healthy children.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Different patterns of intrinsic functional connectivity at the default mode and attentional networks predict crystalized and fluid abilities in childhood.Cerebral cortex communications · 2023Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Importance: The neurobiological underpinnings underlying sex differences in cognition during adolescence are largely unknown. Objective: To examine sex differences in brain circuitry and their association with cognitive performance in US children. Design, Setting, and Participants: This cross-sectional study analyzed behavioral and imaging data from 9- to 11-year-old children from the Adolescent Brain Cognitive Development (ABCD) study between August 2017 and November 2018. The ABCD study is an open-science, multisite study following up more than 11 800 youths into early adulthood for 10 years with annual laboratory-based assessments and biennial magnetic resonance imaging (MRI). The selection of ABCD study children for the current analysis was based on the availability of functional and structural MRI data sets in ABCD Brain Imaging Data Structure Community Collection format. Five hundred and sixty participants who had excessive level of head motion (>50% of time points with framewise displacement >0.5 mm) during resting-state functional MRI were excluded from the analyses. Data were analyzed between January and August 2022. Main Outcomes and Measures: The main outcomes were the sex differences in (A) global functional connectivity density at rest and (B) mean water diffusivity (MD) and (C) the correlation of these metrics with total cognitive scores. Results: A total of 8961 children (4604 boys and 4357 girls; mean [SD] age, 9.92 [0.62] years) were included in this analysis. Girls had higher functional connectivity density in default mode network hubs than boys, predominantly in the posterior cingulate cortex (Cohen d = -0.36), and lower MD and transverse diffusivity, predominantly in the superior corticostriatal white matter bundle (Cohen d = 0.3). Age-corrected fluid and total composite scores were higher for girls than for boys (Cohen d = -0.08 [fluid] and -0.04 [total]; P = 2.7 × 10-5). Although total mean (SD) brain volume (1260 [104] mL in boys and 1160 [95] mL in girls; t = 50; Cohen d = 1.0; df = 8738) and the proportion of white matter (d = 0.4) were larger for boys than for girls, the proportion of gray matter was larger for girls than for boys (d = -0.3; P = 2.2 × 10-16). Conclusions and Relevance: The findings of this cross-sectional study on sex differences in brain connectivity and cognition are relevant to the future creation of brain developmental trajectory charts to monitor for deviations associated with impairments in cognition or behavior, including those due to psychiatric or neurological disorders. They could also serve as a framework for studies investigating the differential contribution of biological vs social or cultural factors in the neurodevelopmental trajectories of girls and boys.
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