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Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank
BACKGROUND: Major depressive disorder is a clinically heterogeneous psychiatric disorder with a polygenic architecture. Genome-wide association studies have identified a number of risk-associated variants across the genome and have reported growing evidence of NETRIN1 pathway involvement. Stratifyin...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier, Inc
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374980/ https://www.ncbi.nlm.nih.gov/pubmed/30197049 http://dx.doi.org/10.1016/j.bpsc.2018.07.006 |
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author | Barbu, Miruna C. Zeng, Yanni Shen, Xueyi Cox, Simon R. Clarke, Toni-Kim Gibson, Jude Adams, Mark J. Johnstone, Mandy Haley, Chris S. Lawrie, Stephen M. Deary, Ian J. McIntosh, Andrew M. Whalley, Heather C. |
author_facet | Barbu, Miruna C. Zeng, Yanni Shen, Xueyi Cox, Simon R. Clarke, Toni-Kim Gibson, Jude Adams, Mark J. Johnstone, Mandy Haley, Chris S. Lawrie, Stephen M. Deary, Ian J. McIntosh, Andrew M. Whalley, Heather C. |
author_sort | Barbu, Miruna C. |
collection | PubMed |
description | BACKGROUND: Major depressive disorder is a clinically heterogeneous psychiatric disorder with a polygenic architecture. Genome-wide association studies have identified a number of risk-associated variants across the genome and have reported growing evidence of NETRIN1 pathway involvement. Stratifying disease risk by genetic variation within the NETRIN1 pathway may provide important routes for identification of disease mechanisms by focusing on a specific process, excluding heterogeneous risk-associated variation in other pathways. Here, we sought to investigate whether major depressive disorder polygenic risk scores derived from the NETRIN1 signaling pathway (NETRIN1-PRSs) and the whole genome, excluding NETRIN1 pathway genes (genomic-PRSs), were associated with white matter microstructure. METHODS: We used two diffusion tensor imaging measures, fractional anisotropy (FA) and mean diffusivity (MD), in the most up-to-date UK Biobank neuroimaging data release (FA: n = 6401; MD: n = 6390). RESULTS: We found significantly lower FA in the superior longitudinal fasciculus (β = −.035, p(corrected) = .029) and significantly higher MD in a global measure of thalamic radiations (β = .029, p(corrected) = .021), as well as higher MD in the superior (β = .034, p(corrected) = .039) and inferior (β = .029, p(corrected) = .043) longitudinal fasciculus and in the anterior (β = .025, p(corrected) = .046) and superior (β = .027, p(corrected) = .043) thalamic radiation associated with NETRIN1-PRS. Genomic-PRS was also associated with lower FA and higher MD in several tracts. CONCLUSIONS: Our findings indicate that variation in the NETRIN1 signaling pathway may confer risk for major depressive disorder through effects on a number of white matter tracts. |
format | Online Article Text |
id | pubmed-6374980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier, Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-63749802019-02-26 Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank Barbu, Miruna C. Zeng, Yanni Shen, Xueyi Cox, Simon R. Clarke, Toni-Kim Gibson, Jude Adams, Mark J. Johnstone, Mandy Haley, Chris S. Lawrie, Stephen M. Deary, Ian J. McIntosh, Andrew M. Whalley, Heather C. Biol Psychiatry Cogn Neurosci Neuroimaging Article BACKGROUND: Major depressive disorder is a clinically heterogeneous psychiatric disorder with a polygenic architecture. Genome-wide association studies have identified a number of risk-associated variants across the genome and have reported growing evidence of NETRIN1 pathway involvement. Stratifying disease risk by genetic variation within the NETRIN1 pathway may provide important routes for identification of disease mechanisms by focusing on a specific process, excluding heterogeneous risk-associated variation in other pathways. Here, we sought to investigate whether major depressive disorder polygenic risk scores derived from the NETRIN1 signaling pathway (NETRIN1-PRSs) and the whole genome, excluding NETRIN1 pathway genes (genomic-PRSs), were associated with white matter microstructure. METHODS: We used two diffusion tensor imaging measures, fractional anisotropy (FA) and mean diffusivity (MD), in the most up-to-date UK Biobank neuroimaging data release (FA: n = 6401; MD: n = 6390). RESULTS: We found significantly lower FA in the superior longitudinal fasciculus (β = −.035, p(corrected) = .029) and significantly higher MD in a global measure of thalamic radiations (β = .029, p(corrected) = .021), as well as higher MD in the superior (β = .034, p(corrected) = .039) and inferior (β = .029, p(corrected) = .043) longitudinal fasciculus and in the anterior (β = .025, p(corrected) = .046) and superior (β = .027, p(corrected) = .043) thalamic radiation associated with NETRIN1-PRS. Genomic-PRS was also associated with lower FA and higher MD in several tracts. CONCLUSIONS: Our findings indicate that variation in the NETRIN1 signaling pathway may confer risk for major depressive disorder through effects on a number of white matter tracts. Elsevier, Inc 2019-01 /pmc/articles/PMC6374980/ /pubmed/30197049 http://dx.doi.org/10.1016/j.bpsc.2018.07.006 Text en © 2018 Society of Biological Psychiatry. Elsevier Inc. All rights reserved. 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 Barbu, Miruna C. Zeng, Yanni Shen, Xueyi Cox, Simon R. Clarke, Toni-Kim Gibson, Jude Adams, Mark J. Johnstone, Mandy Haley, Chris S. Lawrie, Stephen M. Deary, Ian J. McIntosh, Andrew M. Whalley, Heather C. Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank |
title | Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank |
title_full | Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank |
title_fullStr | Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank |
title_full_unstemmed | Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank |
title_short | Association of Whole-Genome and NETRIN1 Signaling Pathway–Derived Polygenic Risk Scores for Major Depressive Disorder and White Matter Microstructure in the UK Biobank |
title_sort | association of whole-genome and netrin1 signaling pathway–derived polygenic risk scores for major depressive disorder and white matter microstructure in the uk biobank |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374980/ https://www.ncbi.nlm.nih.gov/pubmed/30197049 http://dx.doi.org/10.1016/j.bpsc.2018.07.006 |
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