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The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability
Cognitive ability is a strong predictor of occupational achievement, quality of life and physical health. While variation in cognition is strongly heritable and has been robustly associated with early environment and brain morphology, little is known about how these factors combine and interact to e...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Blackwell Publishing Ltd
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393420/ https://www.ncbi.nlm.nih.gov/pubmed/37403260 http://dx.doi.org/10.1111/gbb.12850 |
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author | Corley, Emma Fahey, Laura Fitzgerald, Joan Holleran, Laurena Walton, Esther Morris, Derek W. Donohoe, Gary |
author_facet | Corley, Emma Fahey, Laura Fitzgerald, Joan Holleran, Laurena Walton, Esther Morris, Derek W. Donohoe, Gary |
author_sort | Corley, Emma |
collection | PubMed |
description | Cognitive ability is a strong predictor of occupational achievement, quality of life and physical health. While variation in cognition is strongly heritable and has been robustly associated with early environment and brain morphology, little is known about how these factors combine and interact to explain this variation in cognition. To address this, we modelled the relationship between common genetic variation, grey matter volume, early life adversity and education and cognitive ability in a UK Biobank sample of N = 5237 individuals using structural equation modelling. We tested the hypotheses that total grey matter volume would mediate the association between genetic variation and cognitive ability, and that early life adversity and educational attainment would moderate this relationship. Common genetic variation, grey matter volume and early life adversity were each significant predictors in the model, explaining ~15% of variation in cognitive ability. Contrary to our hypothesis, grey matter volume did not mediate the relation between genetic variation and cognition performance. Neither did early life adversity or educational attainment moderate this relation, although educational attainment was observed to moderate the relationship between grey matter volume and cognitive performance. We interpret these findings in terms of the modest explanatory value of currently estimated polygenic scores accounting for variation in cognitive performance (~5%), making potential mediating and moderating variables difficult to confirm. |
format | Online Article Text |
id | pubmed-10393420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Blackwell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-103934202023-08-02 The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability Corley, Emma Fahey, Laura Fitzgerald, Joan Holleran, Laurena Walton, Esther Morris, Derek W. Donohoe, Gary Genes Brain Behav Original Articles Cognitive ability is a strong predictor of occupational achievement, quality of life and physical health. While variation in cognition is strongly heritable and has been robustly associated with early environment and brain morphology, little is known about how these factors combine and interact to explain this variation in cognition. To address this, we modelled the relationship between common genetic variation, grey matter volume, early life adversity and education and cognitive ability in a UK Biobank sample of N = 5237 individuals using structural equation modelling. We tested the hypotheses that total grey matter volume would mediate the association between genetic variation and cognitive ability, and that early life adversity and educational attainment would moderate this relationship. Common genetic variation, grey matter volume and early life adversity were each significant predictors in the model, explaining ~15% of variation in cognitive ability. Contrary to our hypothesis, grey matter volume did not mediate the relation between genetic variation and cognition performance. Neither did early life adversity or educational attainment moderate this relation, although educational attainment was observed to moderate the relationship between grey matter volume and cognitive performance. We interpret these findings in terms of the modest explanatory value of currently estimated polygenic scores accounting for variation in cognitive performance (~5%), making potential mediating and moderating variables difficult to confirm. Blackwell Publishing Ltd 2023-07-04 /pmc/articles/PMC10393420/ /pubmed/37403260 http://dx.doi.org/10.1111/gbb.12850 Text en © 2023 The Authors. Genes, Brain and Behavior published by International Behavioural and Neural Genetics Society and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Corley, Emma Fahey, Laura Fitzgerald, Joan Holleran, Laurena Walton, Esther Morris, Derek W. Donohoe, Gary The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability |
title | The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability |
title_full | The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability |
title_fullStr | The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability |
title_full_unstemmed | The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability |
title_short | The impact of early adversity and education on genetic and brain morphological predictors of cognitive ability |
title_sort | impact of early adversity and education on genetic and brain morphological predictors of cognitive ability |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393420/ https://www.ncbi.nlm.nih.gov/pubmed/37403260 http://dx.doi.org/10.1111/gbb.12850 |
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