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Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents

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 soc...

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Autores principales: Merz, Emily C., Strack, Jordan, Hurtado, Hailee, Vainik, Uku, Thomas, Michael, Evans, Alan, Khundrakpam, Budhachandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582364/
https://www.ncbi.nlm.nih.gov/pubmed/35894163
http://dx.doi.org/10.1002/hbm.26034
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author Merz, Emily C.
Strack, Jordan
Hurtado, Hailee
Vainik, Uku
Thomas, Michael
Evans, Alan
Khundrakpam, Budhachandra
author_facet Merz, Emily C.
Strack, Jordan
Hurtado, Hailee
Vainik, Uku
Thomas, Michael
Evans, Alan
Khundrakpam, Budhachandra
author_sort Merz, Emily C.
collection PubMed
description 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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spelling pubmed-95823642022-10-21 Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents Merz, Emily C. Strack, Jordan Hurtado, Hailee Vainik, Uku Thomas, Michael Evans, Alan Khundrakpam, Budhachandra Hum Brain Mapp Research Articles 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. John Wiley & Sons, Inc. 2022-07-27 /pmc/articles/PMC9582364/ /pubmed/35894163 http://dx.doi.org/10.1002/hbm.26034 Text en © 2022 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Merz, Emily C.
Strack, Jordan
Hurtado, Hailee
Vainik, Uku
Thomas, Michael
Evans, Alan
Khundrakpam, Budhachandra
Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents
title Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents
title_full Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents
title_fullStr Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents
title_full_unstemmed Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents
title_short Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents
title_sort educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582364/
https://www.ncbi.nlm.nih.gov/pubmed/35894163
http://dx.doi.org/10.1002/hbm.26034
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