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Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy
Psychiatric disorders such as schizophrenia are commonly associated with structural brain alterations affecting the cortex. Recent genetic evidence suggests circulating metabolites and other biochemical traits play a causal role in many psychiatric disorders which could be mediated by changes in the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9458732/ https://www.ncbi.nlm.nih.gov/pubmed/36075890 http://dx.doi.org/10.1038/s41398-022-02141-3 |
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author | Kiltschewskij, Dylan J. Reay, William R. Cairns, Murray J. |
author_facet | Kiltschewskij, Dylan J. Reay, William R. Cairns, Murray J. |
author_sort | Kiltschewskij, Dylan J. |
collection | PubMed |
description | Psychiatric disorders such as schizophrenia are commonly associated with structural brain alterations affecting the cortex. Recent genetic evidence suggests circulating metabolites and other biochemical traits play a causal role in many psychiatric disorders which could be mediated by changes in the cerebral cortex. Here, we leveraged publicly available genome-wide association study data to explore shared genetic architecture and evidence for causal relationships between a panel of 50 biochemical traits and measures of cortical thickness and surface area. Linkage disequilibrium score regression identified 191 genetically correlated biochemical-cortical trait pairings, with consistent representation of blood cell counts and other biomarkers such as C-reactive protein (CRP), haemoglobin and calcium. Spatially organised patterns of genetic correlation were additionally uncovered upon clustering of region-specific correlation profiles. Interestingly, by employing latent causal variable models, we found strong evidence suggesting CRP and vitamin D exert causal effects on region-specific cortical thickness, with univariable and multivariable Mendelian randomization further supporting a negative causal relationship between serum CRP levels and thickness of the lingual region. Our findings suggest a subset of biochemical traits exhibit shared genetic architecture and potentially causal relationships with cortical structure in functionally distinct regions, which may contribute to alteration of cortical structure in psychiatric disorders. |
format | Online Article Text |
id | pubmed-9458732 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-94587322022-09-10 Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy Kiltschewskij, Dylan J. Reay, William R. Cairns, Murray J. Transl Psychiatry Article Psychiatric disorders such as schizophrenia are commonly associated with structural brain alterations affecting the cortex. Recent genetic evidence suggests circulating metabolites and other biochemical traits play a causal role in many psychiatric disorders which could be mediated by changes in the cerebral cortex. Here, we leveraged publicly available genome-wide association study data to explore shared genetic architecture and evidence for causal relationships between a panel of 50 biochemical traits and measures of cortical thickness and surface area. Linkage disequilibrium score regression identified 191 genetically correlated biochemical-cortical trait pairings, with consistent representation of blood cell counts and other biomarkers such as C-reactive protein (CRP), haemoglobin and calcium. Spatially organised patterns of genetic correlation were additionally uncovered upon clustering of region-specific correlation profiles. Interestingly, by employing latent causal variable models, we found strong evidence suggesting CRP and vitamin D exert causal effects on region-specific cortical thickness, with univariable and multivariable Mendelian randomization further supporting a negative causal relationship between serum CRP levels and thickness of the lingual region. Our findings suggest a subset of biochemical traits exhibit shared genetic architecture and potentially causal relationships with cortical structure in functionally distinct regions, which may contribute to alteration of cortical structure in psychiatric disorders. Nature Publishing Group UK 2022-09-08 /pmc/articles/PMC9458732/ /pubmed/36075890 http://dx.doi.org/10.1038/s41398-022-02141-3 Text en © The Author(s) 2022 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 Kiltschewskij, Dylan J. Reay, William R. Cairns, Murray J. Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy |
title | Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy |
title_full | Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy |
title_fullStr | Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy |
title_full_unstemmed | Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy |
title_short | Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy |
title_sort | evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9458732/ https://www.ncbi.nlm.nih.gov/pubmed/36075890 http://dx.doi.org/10.1038/s41398-022-02141-3 |
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