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A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis
Genome-wide association studies (GWAS) have identified more than 50,000 unique associations with common human traits. While this represents a substantial step forward, establishing the biology underlying these associations has proven extremely difficult. Even determining which cell types and which p...
Formato: | Online Artículo Texto |
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Lenguaje: | English |
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Nature Publishing Group UK
2019
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6527683/ https://www.ncbi.nlm.nih.gov/pubmed/31110181 http://dx.doi.org/10.1038/s41467-019-09773-y |
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collection | PubMed |
description | Genome-wide association studies (GWAS) have identified more than 50,000 unique associations with common human traits. While this represents a substantial step forward, establishing the biology underlying these associations has proven extremely difficult. Even determining which cell types and which particular gene(s) are relevant continues to be a challenge. Here, we conduct a cell-specific pathway analysis of the latest GWAS in multiple sclerosis (MS), which had analyzed a total of 47,351 cases and 68,284 healthy controls and found more than 200 non-MHC genome-wide associations. Our analysis identifies pan immune cell as well as cell-specific susceptibility genes in T cells, B cells and monocytes. Finally, genotype-level data from 2,370 patients and 412 controls is used to compute intra-individual and cell-specific susceptibility pathways that offer a biological interpretation of the individual genetic risk to MS. This approach could be adopted in any other complex trait for which genome-wide data is available. |
format | Online Article Text |
id | pubmed-6527683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-65276832019-05-22 A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis Nat Commun Article Genome-wide association studies (GWAS) have identified more than 50,000 unique associations with common human traits. While this represents a substantial step forward, establishing the biology underlying these associations has proven extremely difficult. Even determining which cell types and which particular gene(s) are relevant continues to be a challenge. Here, we conduct a cell-specific pathway analysis of the latest GWAS in multiple sclerosis (MS), which had analyzed a total of 47,351 cases and 68,284 healthy controls and found more than 200 non-MHC genome-wide associations. Our analysis identifies pan immune cell as well as cell-specific susceptibility genes in T cells, B cells and monocytes. Finally, genotype-level data from 2,370 patients and 412 controls is used to compute intra-individual and cell-specific susceptibility pathways that offer a biological interpretation of the individual genetic risk to MS. This approach could be adopted in any other complex trait for which genome-wide data is available. Nature Publishing Group UK 2019-05-20 /pmc/articles/PMC6527683/ /pubmed/31110181 http://dx.doi.org/10.1038/s41467-019-09773-y Text en © The Author(s) 2019 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 A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis |
title | A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis |
title_full | A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis |
title_fullStr | A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis |
title_full_unstemmed | A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis |
title_short | A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis |
title_sort | systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6527683/ https://www.ncbi.nlm.nih.gov/pubmed/31110181 http://dx.doi.org/10.1038/s41467-019-09773-y |
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