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Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents
Human brain development involves spatially and temporally heterogeneous changes, detectable across a wide range of magnetic resonance imaging (MRI) measures. Investigating the interplay between multimodal MRI and polygenic scores (PGS) for personality traits associated with mental disorders in youth...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382506/ https://www.ncbi.nlm.nih.gov/pubmed/32710012 http://dx.doi.org/10.1038/s41398-020-00931-1 |
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author | Norbom, Linn B. Rokicki, Jaroslav Meer, Dennis van der Alnæs, Dag Doan, Nhat Trung Moberget, Torgeir Kaufmann, Tobias Andreassen, Ole A. Westlye, Lars T. Tamnes, Christian K. |
author_facet | Norbom, Linn B. Rokicki, Jaroslav Meer, Dennis van der Alnæs, Dag Doan, Nhat Trung Moberget, Torgeir Kaufmann, Tobias Andreassen, Ole A. Westlye, Lars T. Tamnes, Christian K. |
author_sort | Norbom, Linn B. |
collection | PubMed |
description | Human brain development involves spatially and temporally heterogeneous changes, detectable across a wide range of magnetic resonance imaging (MRI) measures. Investigating the interplay between multimodal MRI and polygenic scores (PGS) for personality traits associated with mental disorders in youth may provide new knowledge about typical and atypical neurodevelopment. We derived independent components across cortical thickness, cortical surface area, and grey/white matter contrast (GWC) (n = 2596, 3–23 years), and tested for associations between these components and age, sex and-, in a subsample (n = 878), PGS for neuroticism. Age was negatively associated with a single-modality component reflecting higher global GWC, and additionally with components capturing common variance between global thickness and GWC, and several multimodal regional patterns. Sex differences were found for components primarily capturing global and regional surface area (boys > girls), but also regional cortical thickness. For PGS for neuroticism, we found weak and bidirectional associations with a component reflecting right prefrontal surface area. These results indicate that multimodal fusion is sensitive to age and sex differences in brain structure in youth, but only weakly to polygenic load for neuroticism. |
format | Online Article Text |
id | pubmed-7382506 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-73825062020-07-28 Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents Norbom, Linn B. Rokicki, Jaroslav Meer, Dennis van der Alnæs, Dag Doan, Nhat Trung Moberget, Torgeir Kaufmann, Tobias Andreassen, Ole A. Westlye, Lars T. Tamnes, Christian K. Transl Psychiatry Article Human brain development involves spatially and temporally heterogeneous changes, detectable across a wide range of magnetic resonance imaging (MRI) measures. Investigating the interplay between multimodal MRI and polygenic scores (PGS) for personality traits associated with mental disorders in youth may provide new knowledge about typical and atypical neurodevelopment. We derived independent components across cortical thickness, cortical surface area, and grey/white matter contrast (GWC) (n = 2596, 3–23 years), and tested for associations between these components and age, sex and-, in a subsample (n = 878), PGS for neuroticism. Age was negatively associated with a single-modality component reflecting higher global GWC, and additionally with components capturing common variance between global thickness and GWC, and several multimodal regional patterns. Sex differences were found for components primarily capturing global and regional surface area (boys > girls), but also regional cortical thickness. For PGS for neuroticism, we found weak and bidirectional associations with a component reflecting right prefrontal surface area. These results indicate that multimodal fusion is sensitive to age and sex differences in brain structure in youth, but only weakly to polygenic load for neuroticism. Nature Publishing Group UK 2020-07-24 /pmc/articles/PMC7382506/ /pubmed/32710012 http://dx.doi.org/10.1038/s41398-020-00931-1 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Norbom, Linn B. Rokicki, Jaroslav Meer, Dennis van der Alnæs, Dag Doan, Nhat Trung Moberget, Torgeir Kaufmann, Tobias Andreassen, Ole A. Westlye, Lars T. Tamnes, Christian K. Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents |
title | Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents |
title_full | Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents |
title_fullStr | Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents |
title_full_unstemmed | Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents |
title_short | Testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents |
title_sort | testing relationships between multimodal modes of brain structural variation and age, sex and polygenic scores for neuroticism in children and adolescents |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382506/ https://www.ncbi.nlm.nih.gov/pubmed/32710012 http://dx.doi.org/10.1038/s41398-020-00931-1 |
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