4.7 Article

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

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COMMUNICATIONS BIOLOGY
卷 4, 期 1, 页码 -

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NATURE RESEARCH
DOI: 10.1038/s42003-021-02227-6

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  1. Chaire de pneumologie de la Fondation JD Begin de l'Universite Laval
  2. Fondation de l'Institut universitaire de cardiologie et de pneumologie de Quebec
  3. Canadian Institutes of Health Research [MOP-123369]
  4. Fonds de Recherche du Quebec-Sante (FRQS) Research Chair
  5. Canada Research Chair in Genomics of Heart and Lung Diseases
  6. FRQS

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The study identified 72 asthma-associated loci and potential therapeutic targets through GWAS, TWAS, and Mendelian randomization. Blood showed the largest fold enrichment of regulatory and functional annotations among asthma-associated variants. Among 485 blood eQTL-regulated genes associated with asthma, 50 were confirmed to be causal.
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. Kim Valette et al. perform a genomic study on asthma integrating genome-wide association study, functional mapping using lung and blood transcriptome-wide profiles, as well as Mendelian randomization. They show candidate causal genes expressed in lung and blood tissues that are putative therapeutic targets for asthma.

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