| Literature DB >> 32430323 |
Nicholas Judd1, Bruno Sauce1, John Wiedenhoeft2, Jeshua Tromp3, Bader Chaarani4,5, Alexander Schliep6, Betteke van Noort7, Jani Penttilä8, Yvonne Grimmer9, Corinna Insensee10, Andreas Becker10, Tobias Banaschewski9, Arun L W Bokde11,12, Erin Burke Quinlan13, Sylvane Desrivières14, Herta Flor15,16, Antoine Grigis17, Penny Gowland18, Andreas Heinz19, Bernd Ittermann20, Jean-Luc Martinot21, Marie-Laure Paillère Martinot21,22, Eric Artiges21, Frauke Nees9,16, Dimitri Papadopoulos Orfanos17, Tomáš Paus23,24,25, Luise Poustka10, Sarah Hohmann9, Sabina Millenet9, Juliane H Fröhner26, Michael N Smolka27,28, Henrik Walter19, Robert Whelan29,30, Gunter Schumann14, Hugh Garavan4,5, Torkel Klingberg31.
Abstract
Genetic factors and socioeconomic status (SES) inequalities play a large role in educational attainment, and both have been associated with variations in brain structure and cognition. However, genetics and SES are correlated, and no prior study has assessed their neural associations independently. Here we used a polygenic score for educational attainment (EduYears-PGS), as well as SES, in a longitudinal study of 551 adolescents to tease apart genetic and environmental associations with brain development and cognition. Subjects received a structural MRI scan at ages 14 and 19. At both time points, they performed three working memory (WM) tasks. SES and EduYears-PGS were correlated (r = 0.27) and had both common and independent associations with brain structure and cognition. Specifically, lower SES was related to less total cortical surface area and lower WM. EduYears-PGS was also related to total cortical surface area, but in addition had a regional association with surface area in the right parietal lobe, a region related to nonverbal cognitive functions, including mathematics, spatial cognition, and WM. SES, but not EduYears-PGS, was related to a change in total cortical surface area from age 14 to 19. This study demonstrates a regional association of EduYears-PGS and the independent prediction of SES with cognitive function and brain development. It suggests that the SES inequalities, in particular parental education, are related to global aspects of cortical development, and exert a persistent influence on brain development during adolescence.Entities:
Keywords: development; polygenic scores; socioeconomic status; structural MRI; working memory
Mesh:
Year: 2020 PMID: 32430323 PMCID: PMC7275733 DOI: 10.1073/pnas.2001228117
Source DB: PubMed Journal: Proc Natl Acad Sci U S A ISSN: 0027-8424 Impact factor: 12.779