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Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways
Genome-wide association studies (GWAS) have mapped thousands of susceptibility loci associated with immune-mediated diseases. To assess the extent of the genetic sharing across nine immune-mediated diseases we apply genomic structural equation modelling to GWAS data from European populations. We ide...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10182075/ https://www.ncbi.nlm.nih.gov/pubmed/37173304 http://dx.doi.org/10.1038/s41467-023-38389-6 |
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author | Demela, Pietro Pirastu, Nicola Soskic, Blagoje |
author_facet | Demela, Pietro Pirastu, Nicola Soskic, Blagoje |
author_sort | Demela, Pietro |
collection | PubMed |
description | Genome-wide association studies (GWAS) have mapped thousands of susceptibility loci associated with immune-mediated diseases. To assess the extent of the genetic sharing across nine immune-mediated diseases we apply genomic structural equation modelling to GWAS data from European populations. We identify three disease groups: gastrointestinal tract diseases, rheumatic and systemic diseases, and allergic diseases. Although loci associated with the disease groups are highly specific, they converge on perturbing the same pathways. Finally, we test for colocalization between loci and single-cell eQTLs derived from peripheral blood mononuclear cells. We identify the causal route by which 46 loci predispose to three disease groups and find evidence for eight genes being candidates for drug repurposing. Taken together, here we show that different constellations of diseases have distinct patterns of genetic associations, but that associated loci converge on perturbing different nodes in T cell activation and signalling pathways. |
format | Online Article Text |
id | pubmed-10182075 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101820752023-05-14 Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways Demela, Pietro Pirastu, Nicola Soskic, Blagoje Nat Commun Article Genome-wide association studies (GWAS) have mapped thousands of susceptibility loci associated with immune-mediated diseases. To assess the extent of the genetic sharing across nine immune-mediated diseases we apply genomic structural equation modelling to GWAS data from European populations. We identify three disease groups: gastrointestinal tract diseases, rheumatic and systemic diseases, and allergic diseases. Although loci associated with the disease groups are highly specific, they converge on perturbing the same pathways. Finally, we test for colocalization between loci and single-cell eQTLs derived from peripheral blood mononuclear cells. We identify the causal route by which 46 loci predispose to three disease groups and find evidence for eight genes being candidates for drug repurposing. Taken together, here we show that different constellations of diseases have distinct patterns of genetic associations, but that associated loci converge on perturbing different nodes in T cell activation and signalling pathways. Nature Publishing Group UK 2023-05-12 /pmc/articles/PMC10182075/ /pubmed/37173304 http://dx.doi.org/10.1038/s41467-023-38389-6 Text en © The Author(s) 2023 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 Demela, Pietro Pirastu, Nicola Soskic, Blagoje Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways |
title | Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways |
title_full | Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways |
title_fullStr | Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways |
title_full_unstemmed | Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways |
title_short | Cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways |
title_sort | cross-disorder genetic analysis of immune diseases reveals distinct gene associations that converge on common pathways |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10182075/ https://www.ncbi.nlm.nih.gov/pubmed/37173304 http://dx.doi.org/10.1038/s41467-023-38389-6 |
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