Nature GeneticsGeneticsPeer-reviewed journal article
Large scale genome-wide association study in a Japanese population identified 45 novel susceptibility loci for 22 diseases
Kazuyoshi IshigakiiD, Masato AkiyamaiD, Masahiro KanaiiD, Atsushi TakahashiiD, Eiryo KawakamiiD, Hiroki SugishitaiD, Saori SakaueiD, Nana MatobaiD, Siew‐Kee LowiD, Yukinori OkadaiD, Chikashi C. TeraoiD, Tiffany AmariutaiD, Steven GazaliD, Yuta KochiiD, Momoko HorikoshiiD, Suzuki KeniD, Kaoru ItoiD, Satoshi KoyamaiD, Kouichi OzakiiD, Shumpei NiidaiD, Yasushi SakataiD, Yasuhiko SakataiD, Takashi KohnoiD, Kouya ShiraishiiD, Yukihide MomozawaiD, , Yoichiro KamataniiD
- Citations
- 535
- FWCI
- 42.18
- Field percentile
- top 1%
Abstract
INTRODUCTORY PARAGRAPHThe overwhelming majority of participants in current genetic studies are of European ancestry1-3, limiting our genetic understanding of complex disease in non-European populations. To address this, we aimed to elucidate polygenic disease biology in the East Asian population by conducting a genome-wide association study (GWAS) with 212,453 Japanese individuals across 42 diseases. We detected 383 independent signals in 331 loci for 30 diseases, among which 45 loci were novel (P 0.6) with missense variants which are monomorphic in European populations (1000 Genomes Project) including rs11235604(p.R220W of ATG16L2, a autophagy-related gene) associated with coronary artery disease. We further investigated enrichment of heritability within 2,868 annotations of genome-wide transcription factor occupancy, andidentified 378 significant enrichments across nine diseases (FDR < 0.05) (e.g. NF-{kappa}B for immune-related diseases). This large-scale GWAS in a Japanese population provides insights into the etiology of common complex diseases and highlights the importance of performing GWAS in non-European populations.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
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