ArticleHuman brain mapping2022
Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents.
Article in Human brain mapping, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 19 citations in OpenAlex.
- Metabolic, demographic, and behavioral risk factors predict brain structural variability in the general population: an analysis of the human connectome project young adults.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Article
- Family income and polygenic scores are independently but not interactively associated with cognitive performance among youth genetically similar to European reference populations.Development and psychopathology · 2025Article
- Polygenic architecture of brain structure and function, behaviors, and psychopathologies in children.Nature communications · 2025Article
- Polygenic Scores of Executive Function Provide Limited Support for Genetic Confounding With Socio-Economic Measures.Genes, brain, and behavior · 2025Article
- The effect of early childhood stature on later cognitive functions in Indonesian adolescents: comparation using the National growth reference and the WHO growth standard.BMC pediatrics · 2025Article
- Socioeconomic factors, brain-derived neurotrophic factor Val66Met polymorphism, and cortical structure in children and adolescents.Scientific reports · 2025Article
- Relationships between wellbeing polygenic scores, brain structure, and psychopathology in children.medRxiv : the preprint server for health sciences · 2025Article
- TractoSCR: a novel supervised contrastive regression framework for prediction of neurocognitive measures using multi-site harmonized diffusion MRI tractography.Frontiers in neuroscience · 2024Article
- Polygenic risk for depression and anterior and posterior hippocampal volume in children and adolescents.Journal of affective disorders · 2024Article
- Genotype Data and Derived Genetic Instruments of Adolescent Brain Cognitive Development StudyBehavior genetics · 2023Article
- AI-driven risk scores: should social scoring and polygenic scores based on ethnicity be equally prohibited?Frontiers in genetics · 2023Article
- Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents.Human brain mapping · 2022Article
- Parental socioeconomic status is linked to cortical microstructure and language abilities in children and adolescents.Developmental cognitive neuroscience · 2022Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 3 countries.
Funding
Abstract
Genome-wide polygenic scores for educational attainment (PGS-EA) and socioeconomic factors, which are correlated with each other, have been consistently associated with academic achievement and general cognitive ability in children and adolescents. Yet, the independent associations of PGS-EA and socioeconomic factors with specific underlying factors at the neural and neurocognitive levels are not well understood. The main goals of this study were to examine the unique contributions of PGS-EA and parental education to cortical structure and neurocognitive skills in children and adolescents, and the associations among PGS-EA, cortical structure, and neurocognitive skills. Participants were typically developing 3- to 21-year-olds (53% male; N = 391). High-resolution, T1-weighted magnetic resonance imaging data were acquired, and cortical thickness (CT) and surface area (SA) were measured. PGS-EA were computed based on the EA3 genome-wide association study of educational attainment. Participants completed executive function, vocabulary, and episodic memory tasks. Higher PGS-EA and parental education were independently and significantly associated with greater total SA and vocabulary. Higher PGS-EA was significantly associated with greater SA in the left medial orbitofrontal gyrus and inferior frontal gyrus, which was associated with higher executive function. Higher parental education was significantly associated with greater SA in the left parahippocampal gyrus after accounting for PGS-EA and total brain volume. These findings suggest that education-linked genetics may influence SA in frontal regions, leading to variability in executive function. Associations of parental education with cortical structure in children and adolescents remained significant after controlling for PGS-EA, a source of genetic confounding.
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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.