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Grey and white matter microstructure is associated with polygenic risk for schizophrenia
Recent discovery of approximately 270 common genetic variants associated with schizophrenia has enabled polygenic risk scores (PRS) to be measured in the population. We hypothesized that normal variation in PRS would be associated with magnetic resonance imaging (MRI) phenotypes of brain morphometry...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872982/ https://www.ncbi.nlm.nih.gov/pubmed/34462574 http://dx.doi.org/10.1038/s41380-021-01260-5 |
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author | Stauffer, Eva-Maria Bethlehem, Richard A. I. Warrier, Varun Murray, Graham K. Romero-Garcia, Rafael Seidlitz, Jakob Bullmore, Edward T. |
author_facet | Stauffer, Eva-Maria Bethlehem, Richard A. I. Warrier, Varun Murray, Graham K. Romero-Garcia, Rafael Seidlitz, Jakob Bullmore, Edward T. |
author_sort | Stauffer, Eva-Maria |
collection | PubMed |
description | Recent discovery of approximately 270 common genetic variants associated with schizophrenia has enabled polygenic risk scores (PRS) to be measured in the population. We hypothesized that normal variation in PRS would be associated with magnetic resonance imaging (MRI) phenotypes of brain morphometry and tissue composition. We used the largest extant genome-wide association dataset (N = 69,369 cases and N = 236,642 healthy controls) to measure PRS for schizophrenia in a large sample of adults from the UK Biobank (N(max) = 29,878) who had multiple micro- and macrostructural MRI metrics measured at each of 180 cortical areas, seven subcortical structures, and 15 major white matter tracts. Linear mixed-effect models were used to investigate associations between PRS and brain structure at global and regional scales, controlled for multiple comparisons. Polygenic risk was significantly associated with reduced neurite density index (NDI) at global brain scale, at 149 cortical regions, five subcortical structures, and 14 white matter tracts. Other microstructural parameters, e.g., fractional anisotropy, that were correlated with NDI were also significantly associated with PRS. Genetic effects on multiple MRI phenotypes were co-located in temporal, cingulate, and prefrontal cortical areas, insula, and hippocampus. Post-hoc bidirectional Mendelian randomization analyses provided preliminary evidence in support of a causal relationship between (reduced) thalamic NDI and (increased) risk of schizophrenia. Risk-related reduction in NDI is plausibly indicative of reduced density of myelinated axons and dendritic arborization in large-scale cortico-subcortical networks. Cortical, subcortical, and white matter microstructure may be linked to the genetic mechanisms of schizophrenia. |
format | Online Article Text |
id | pubmed-8872982 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88729822022-03-15 Grey and white matter microstructure is associated with polygenic risk for schizophrenia Stauffer, Eva-Maria Bethlehem, Richard A. I. Warrier, Varun Murray, Graham K. Romero-Garcia, Rafael Seidlitz, Jakob Bullmore, Edward T. Mol Psychiatry Article Recent discovery of approximately 270 common genetic variants associated with schizophrenia has enabled polygenic risk scores (PRS) to be measured in the population. We hypothesized that normal variation in PRS would be associated with magnetic resonance imaging (MRI) phenotypes of brain morphometry and tissue composition. We used the largest extant genome-wide association dataset (N = 69,369 cases and N = 236,642 healthy controls) to measure PRS for schizophrenia in a large sample of adults from the UK Biobank (N(max) = 29,878) who had multiple micro- and macrostructural MRI metrics measured at each of 180 cortical areas, seven subcortical structures, and 15 major white matter tracts. Linear mixed-effect models were used to investigate associations between PRS and brain structure at global and regional scales, controlled for multiple comparisons. Polygenic risk was significantly associated with reduced neurite density index (NDI) at global brain scale, at 149 cortical regions, five subcortical structures, and 14 white matter tracts. Other microstructural parameters, e.g., fractional anisotropy, that were correlated with NDI were also significantly associated with PRS. Genetic effects on multiple MRI phenotypes were co-located in temporal, cingulate, and prefrontal cortical areas, insula, and hippocampus. Post-hoc bidirectional Mendelian randomization analyses provided preliminary evidence in support of a causal relationship between (reduced) thalamic NDI and (increased) risk of schizophrenia. Risk-related reduction in NDI is plausibly indicative of reduced density of myelinated axons and dendritic arborization in large-scale cortico-subcortical networks. Cortical, subcortical, and white matter microstructure may be linked to the genetic mechanisms of schizophrenia. Nature Publishing Group UK 2021-08-30 2021 /pmc/articles/PMC8872982/ /pubmed/34462574 http://dx.doi.org/10.1038/s41380-021-01260-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Stauffer, Eva-Maria Bethlehem, Richard A. I. Warrier, Varun Murray, Graham K. Romero-Garcia, Rafael Seidlitz, Jakob Bullmore, Edward T. Grey and white matter microstructure is associated with polygenic risk for schizophrenia |
title | Grey and white matter microstructure is associated with polygenic risk for schizophrenia |
title_full | Grey and white matter microstructure is associated with polygenic risk for schizophrenia |
title_fullStr | Grey and white matter microstructure is associated with polygenic risk for schizophrenia |
title_full_unstemmed | Grey and white matter microstructure is associated with polygenic risk for schizophrenia |
title_short | Grey and white matter microstructure is associated with polygenic risk for schizophrenia |
title_sort | grey and white matter microstructure is associated with polygenic risk for schizophrenia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8872982/ https://www.ncbi.nlm.nih.gov/pubmed/34462574 http://dx.doi.org/10.1038/s41380-021-01260-5 |
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