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Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank

To identify candidate causal genes of asthma, we performed a genome-wide association study (GWAS) in UK Biobank on a broad asthma definition (n = 56,167 asthma cases and 352,255 controls). We then carried out functional mapping through transcriptome-wide association studies (TWAS) and Mendelian rand...

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Autores principales: Valette, Kim, Li, Zhonglin, Bon-Baret, Valentin, Chignon, Arnaud, Bérubé, Jean-Christophe, Eslami, Aida, Lamothe, Jennifer, Gaudreault, Nathalie, Joubert, Philippe, Obeidat, Ma’en, van den Berge, Maarten, Timens, Wim, Sin, Don D., Nickle, David C., Hao, Ke, Labbé, Catherine, Godbout, Krystelle, Côté, Andréanne, Laviolette, Michel, Boulet, Louis-Philippe, Mathieu, Patrick, Thériault, Sébastien, Bossé, Yohan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8187656/
https://www.ncbi.nlm.nih.gov/pubmed/34103634
http://dx.doi.org/10.1038/s42003-021-02227-6
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author Valette, Kim
Li, Zhonglin
Bon-Baret, Valentin
Chignon, Arnaud
Bérubé, Jean-Christophe
Eslami, Aida
Lamothe, Jennifer
Gaudreault, Nathalie
Joubert, Philippe
Obeidat, Ma’en
van den Berge, Maarten
Timens, Wim
Sin, Don D.
Nickle, David C.
Hao, Ke
Labbé, Catherine
Godbout, Krystelle
Côté, Andréanne
Laviolette, Michel
Boulet, Louis-Philippe
Mathieu, Patrick
Thériault, Sébastien
Bossé, Yohan
author_facet Valette, Kim
Li, Zhonglin
Bon-Baret, Valentin
Chignon, Arnaud
Bérubé, Jean-Christophe
Eslami, Aida
Lamothe, Jennifer
Gaudreault, Nathalie
Joubert, Philippe
Obeidat, Ma’en
van den Berge, Maarten
Timens, Wim
Sin, Don D.
Nickle, David C.
Hao, Ke
Labbé, Catherine
Godbout, Krystelle
Côté, Andréanne
Laviolette, Michel
Boulet, Louis-Philippe
Mathieu, Patrick
Thériault, Sébastien
Bossé, Yohan
author_sort Valette, Kim
collection PubMed
description To identify candidate causal genes of asthma, we performed a genome-wide association study (GWAS) in UK Biobank on a broad asthma definition (n = 56,167 asthma cases and 352,255 controls). We then carried out functional mapping through transcriptome-wide association studies (TWAS) and Mendelian randomization in lung (n = 1,038) and blood (n = 31,684) tissues. The GWAS reveals 72 asthma-associated loci from 116 independent significant variants (P(GWAS) < 5.0E-8). The most significant lung TWAS gene on 17q12-q21 is GSDMB (P(TWAS) = 1.42E-54). Other TWAS genes include TSLP on 5q22, RERE on 1p36, CLEC16A on 16p13, and IL4R on 16p12, which all replicated in GTEx lung (n = 515). We demonstrate that the largest fold enrichment of regulatory and functional annotations among asthma-associated variants is in the blood. We map 485 blood eQTL-regulated genes associated with asthma and 50 of them are causal by Mendelian randomization. Prioritization of druggable genes reveals known (IL4R, TSLP, IL6, TNFSF4) and potentially new therapeutic targets for asthma.
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spelling pubmed-81876562021-06-28 Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank Valette, Kim Li, Zhonglin Bon-Baret, Valentin Chignon, Arnaud Bérubé, Jean-Christophe Eslami, Aida Lamothe, Jennifer Gaudreault, Nathalie Joubert, Philippe Obeidat, Ma’en van den Berge, Maarten Timens, Wim Sin, Don D. Nickle, David C. Hao, Ke Labbé, Catherine Godbout, Krystelle Côté, Andréanne Laviolette, Michel Boulet, Louis-Philippe Mathieu, Patrick Thériault, Sébastien Bossé, Yohan Commun Biol Article To identify candidate causal genes of asthma, we performed a genome-wide association study (GWAS) in UK Biobank on a broad asthma definition (n = 56,167 asthma cases and 352,255 controls). We then carried out functional mapping through transcriptome-wide association studies (TWAS) and Mendelian randomization in lung (n = 1,038) and blood (n = 31,684) tissues. The GWAS reveals 72 asthma-associated loci from 116 independent significant variants (P(GWAS) < 5.0E-8). The most significant lung TWAS gene on 17q12-q21 is GSDMB (P(TWAS) = 1.42E-54). Other TWAS genes include TSLP on 5q22, RERE on 1p36, CLEC16A on 16p13, and IL4R on 16p12, which all replicated in GTEx lung (n = 515). We demonstrate that the largest fold enrichment of regulatory and functional annotations among asthma-associated variants is in the blood. We map 485 blood eQTL-regulated genes associated with asthma and 50 of them are causal by Mendelian randomization. Prioritization of druggable genes reveals known (IL4R, TSLP, IL6, TNFSF4) and potentially new therapeutic targets for asthma. Nature Publishing Group UK 2021-06-08 /pmc/articles/PMC8187656/ /pubmed/34103634 http://dx.doi.org/10.1038/s42003-021-02227-6 Text en © The Author(s) 2021 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
Valette, Kim
Li, Zhonglin
Bon-Baret, Valentin
Chignon, Arnaud
Bérubé, Jean-Christophe
Eslami, Aida
Lamothe, Jennifer
Gaudreault, Nathalie
Joubert, Philippe
Obeidat, Ma’en
van den Berge, Maarten
Timens, Wim
Sin, Don D.
Nickle, David C.
Hao, Ke
Labbé, Catherine
Godbout, Krystelle
Côté, Andréanne
Laviolette, Michel
Boulet, Louis-Philippe
Mathieu, Patrick
Thériault, Sébastien
Bossé, Yohan
Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank
title Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank
title_full Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank
title_fullStr Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank
title_full_unstemmed Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank
title_short Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank
title_sort prioritization of candidate causal genes for asthma in susceptibility loci derived from uk biobank
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8187656/
https://www.ncbi.nlm.nih.gov/pubmed/34103634
http://dx.doi.org/10.1038/s42003-021-02227-6
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