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IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes
GWAS have identified >200 risk loci for Inflammatory Bowel Disease (IBD). The majority of disease associations are known to be driven by regulatory variants. To identify the putative causative genes that are perturbed by these variants, we generate a large transcriptome data set (nine disease-rel...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013502/ https://www.ncbi.nlm.nih.gov/pubmed/29930244 http://dx.doi.org/10.1038/s41467-018-04365-8 |
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author | Momozawa, Yukihide Dmitrieva, Julia Théâtre, Emilie Deffontaine, Valérie Rahmouni, Souad Charloteaux, Benoît Crins, François Docampo, Elisa Elansary, Mahmoud Gori, Ann-Stephan Lecut, Christelle Mariman, Rob Mni, Myriam Oury, Cécile Altukhov, Ilya Alexeev, Dmitry Aulchenko, Yuri Amininejad, Leila Bouma, Gerd Hoentjen, Frank Löwenberg, Mark Oldenburg, Bas Pierik, Marieke J. vander Meulen-de Jong, Andrea E. Janneke van der Woude, C. Visschedijk, Marijn C. Lathrop, Mark Hugot, Jean-Pierre Weersma, Rinse K. De Vos, Martine Franchimont, Denis Vermeire, Severine Kubo, Michiaki Louis, Edouard Georges, Michel |
author_facet | Momozawa, Yukihide Dmitrieva, Julia Théâtre, Emilie Deffontaine, Valérie Rahmouni, Souad Charloteaux, Benoît Crins, François Docampo, Elisa Elansary, Mahmoud Gori, Ann-Stephan Lecut, Christelle Mariman, Rob Mni, Myriam Oury, Cécile Altukhov, Ilya Alexeev, Dmitry Aulchenko, Yuri Amininejad, Leila Bouma, Gerd Hoentjen, Frank Löwenberg, Mark Oldenburg, Bas Pierik, Marieke J. vander Meulen-de Jong, Andrea E. Janneke van der Woude, C. Visschedijk, Marijn C. Lathrop, Mark Hugot, Jean-Pierre Weersma, Rinse K. De Vos, Martine Franchimont, Denis Vermeire, Severine Kubo, Michiaki Louis, Edouard Georges, Michel |
author_sort | Momozawa, Yukihide |
collection | PubMed |
description | GWAS have identified >200 risk loci for Inflammatory Bowel Disease (IBD). The majority of disease associations are known to be driven by regulatory variants. To identify the putative causative genes that are perturbed by these variants, we generate a large transcriptome data set (nine disease-relevant cell types) and identify 23,650 cis-eQTL. We show that these are determined by ∼9720 regulatory modules, of which ∼3000 operate in multiple tissues and ∼970 on multiple genes. We identify regulatory modules that drive the disease association for 63 of the 200 risk loci, and show that these are enriched in multigenic modules. Based on these analyses, we resequence 45 of the corresponding 100 candidate genes in 6600 Crohn disease (CD) cases and 5500 controls, and show with burden tests that they include likely causative genes. Our analyses indicate that ≥10-fold larger sample sizes will be required to demonstrate the causality of individual genes using this approach. |
format | Online Article Text |
id | pubmed-6013502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60135022018-06-25 IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes Momozawa, Yukihide Dmitrieva, Julia Théâtre, Emilie Deffontaine, Valérie Rahmouni, Souad Charloteaux, Benoît Crins, François Docampo, Elisa Elansary, Mahmoud Gori, Ann-Stephan Lecut, Christelle Mariman, Rob Mni, Myriam Oury, Cécile Altukhov, Ilya Alexeev, Dmitry Aulchenko, Yuri Amininejad, Leila Bouma, Gerd Hoentjen, Frank Löwenberg, Mark Oldenburg, Bas Pierik, Marieke J. vander Meulen-de Jong, Andrea E. Janneke van der Woude, C. Visschedijk, Marijn C. Lathrop, Mark Hugot, Jean-Pierre Weersma, Rinse K. De Vos, Martine Franchimont, Denis Vermeire, Severine Kubo, Michiaki Louis, Edouard Georges, Michel Nat Commun Article GWAS have identified >200 risk loci for Inflammatory Bowel Disease (IBD). The majority of disease associations are known to be driven by regulatory variants. To identify the putative causative genes that are perturbed by these variants, we generate a large transcriptome data set (nine disease-relevant cell types) and identify 23,650 cis-eQTL. We show that these are determined by ∼9720 regulatory modules, of which ∼3000 operate in multiple tissues and ∼970 on multiple genes. We identify regulatory modules that drive the disease association for 63 of the 200 risk loci, and show that these are enriched in multigenic modules. Based on these analyses, we resequence 45 of the corresponding 100 candidate genes in 6600 Crohn disease (CD) cases and 5500 controls, and show with burden tests that they include likely causative genes. Our analyses indicate that ≥10-fold larger sample sizes will be required to demonstrate the causality of individual genes using this approach. Nature Publishing Group UK 2018-06-21 /pmc/articles/PMC6013502/ /pubmed/29930244 http://dx.doi.org/10.1038/s41467-018-04365-8 Text en © The Author(s) 2018 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 Momozawa, Yukihide Dmitrieva, Julia Théâtre, Emilie Deffontaine, Valérie Rahmouni, Souad Charloteaux, Benoît Crins, François Docampo, Elisa Elansary, Mahmoud Gori, Ann-Stephan Lecut, Christelle Mariman, Rob Mni, Myriam Oury, Cécile Altukhov, Ilya Alexeev, Dmitry Aulchenko, Yuri Amininejad, Leila Bouma, Gerd Hoentjen, Frank Löwenberg, Mark Oldenburg, Bas Pierik, Marieke J. vander Meulen-de Jong, Andrea E. Janneke van der Woude, C. Visschedijk, Marijn C. Lathrop, Mark Hugot, Jean-Pierre Weersma, Rinse K. De Vos, Martine Franchimont, Denis Vermeire, Severine Kubo, Michiaki Louis, Edouard Georges, Michel IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes |
title | IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes |
title_full | IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes |
title_fullStr | IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes |
title_full_unstemmed | IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes |
title_short | IBD risk loci are enriched in multigenic regulatory modules encompassing putative causative genes |
title_sort | ibd risk loci are enriched in multigenic regulatory modules encompassing putative causative genes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013502/ https://www.ncbi.nlm.nih.gov/pubmed/29930244 http://dx.doi.org/10.1038/s41467-018-04365-8 |
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