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Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936

Cerebral grey and white matter MRI parameters are related to general intelligence and some specific cognitive abilities. Less is known about how structural brain measures relate specifically to verbal processing abilities. We used multi-modal structural MRI to investigate the grey matter (GM) and wh...

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Autores principales: Hoffman, Paul, Cox, Simon R., Dykiert, Dominika, Muñoz Maniega, Susana, Valdés Hernández, Maria C., Bastin, Mark E., Wardlaw, Joanna M., Deary, Ian J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5554782/
https://www.ncbi.nlm.nih.gov/pubmed/28549795
http://dx.doi.org/10.1016/j.neuroimage.2017.05.052
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author Hoffman, Paul
Cox, Simon R.
Dykiert, Dominika
Muñoz Maniega, Susana
Valdés Hernández, Maria C.
Bastin, Mark E.
Wardlaw, Joanna M.
Deary, Ian J.
author_facet Hoffman, Paul
Cox, Simon R.
Dykiert, Dominika
Muñoz Maniega, Susana
Valdés Hernández, Maria C.
Bastin, Mark E.
Wardlaw, Joanna M.
Deary, Ian J.
author_sort Hoffman, Paul
collection PubMed
description Cerebral grey and white matter MRI parameters are related to general intelligence and some specific cognitive abilities. Less is known about how structural brain measures relate specifically to verbal processing abilities. We used multi-modal structural MRI to investigate the grey matter (GM) and white matter (WM) correlates of verbal ability in 556 healthy older adults (mean age = 72.68 years, s.d. = .72 years). Structural equation modelling was used to decompose verbal performance into two latent factors: a storage factor that indexed participants’ ability to store representations of verbal knowledge and an executive factor that measured their ability to regulate their access to this information in a flexible and task-appropriate manner. GM volumes and WM fractional anisotropy (FA) for components of the language/semantic network were used as predictors of these verbal ability factors. Volume of the ventral temporal cortices predicted participants’ storage scores (β = .12, FDR-adjusted p = .04), consistent with the theory that this region acts as a key substrate of semantic knowledge. This effect was mediated by childhood IQ, suggesting a lifelong association between ventral temporal volume and verbal knowledge, rather than an effect of cognitive decline in later life. Executive ability was predicted by FA fractional anisotropy of the arcuate fasciculus (β = .19, FDR-adjusted p = .001), a major language-related tract implicated in speech production. This result suggests that this tract plays a role in the controlled retrieval of word knowledge during speech. At a more general level, these data highlight a basic distinction between information representation, which relies on the accumulation of tissue in specialised GM regions, and executive control, which depends on long-range WM pathways for efficient communication across distributed cortical networks.
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spelling pubmed-55547822017-08-22 Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936 Hoffman, Paul Cox, Simon R. Dykiert, Dominika Muñoz Maniega, Susana Valdés Hernández, Maria C. Bastin, Mark E. Wardlaw, Joanna M. Deary, Ian J. Neuroimage Article Cerebral grey and white matter MRI parameters are related to general intelligence and some specific cognitive abilities. Less is known about how structural brain measures relate specifically to verbal processing abilities. We used multi-modal structural MRI to investigate the grey matter (GM) and white matter (WM) correlates of verbal ability in 556 healthy older adults (mean age = 72.68 years, s.d. = .72 years). Structural equation modelling was used to decompose verbal performance into two latent factors: a storage factor that indexed participants’ ability to store representations of verbal knowledge and an executive factor that measured their ability to regulate their access to this information in a flexible and task-appropriate manner. GM volumes and WM fractional anisotropy (FA) for components of the language/semantic network were used as predictors of these verbal ability factors. Volume of the ventral temporal cortices predicted participants’ storage scores (β = .12, FDR-adjusted p = .04), consistent with the theory that this region acts as a key substrate of semantic knowledge. This effect was mediated by childhood IQ, suggesting a lifelong association between ventral temporal volume and verbal knowledge, rather than an effect of cognitive decline in later life. Executive ability was predicted by FA fractional anisotropy of the arcuate fasciculus (β = .19, FDR-adjusted p = .001), a major language-related tract implicated in speech production. This result suggests that this tract plays a role in the controlled retrieval of word knowledge during speech. At a more general level, these data highlight a basic distinction between information representation, which relies on the accumulation of tissue in specialised GM regions, and executive control, which depends on long-range WM pathways for efficient communication across distributed cortical networks. Academic Press 2017-08-01 /pmc/articles/PMC5554782/ /pubmed/28549795 http://dx.doi.org/10.1016/j.neuroimage.2017.05.052 Text en © 2017 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hoffman, Paul
Cox, Simon R.
Dykiert, Dominika
Muñoz Maniega, Susana
Valdés Hernández, Maria C.
Bastin, Mark E.
Wardlaw, Joanna M.
Deary, Ian J.
Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936
title Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936
title_full Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936
title_fullStr Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936
title_full_unstemmed Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936
title_short Brain grey and white matter predictors of verbal ability traits in older age: The Lothian Birth Cohort 1936
title_sort brain grey and white matter predictors of verbal ability traits in older age: the lothian birth cohort 1936
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5554782/
https://www.ncbi.nlm.nih.gov/pubmed/28549795
http://dx.doi.org/10.1016/j.neuroimage.2017.05.052
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