RT Journal Article SR Electronic T1 Large scale genome-wide association study in a Japanese population identified 45 novel susceptibility loci for 22 diseases JF bioRxiv FD Cold Spring Harbor Laboratory SP 795948 DO 10.1101/795948 A1 Kazuyoshi Ishigaki A1 Masato Akiyama A1 Masahiro Kanai A1 Atsushi Takahashi A1 Eiryo Kawakami A1 Hiroki Sugishita A1 Saori Sakaue A1 Nana Matoba A1 Siew-Kee Low A1 Yukinori Okada A1 Chikashi Terao A1 Tiffany Amariuta A1 Steven Gazal A1 Yuta Kochi A1 Momoko Horikoshi A1 Ken Suzuki A1 Kaoru Ito A1 Yukihide Momozawa A1 Makoto Hirata A1 Koichi Matsuda A1 Masashi Ikeda A1 Nakao Iwata A1 Shiro Ikegawa A1 Ikuyo Kou A1 Toshihiro Tanaka A1 Hidewaki Nakagawa A1 Akari Suzuki A1 Tomomitsu Hirota A1 Mayumi Tamari A1 Kazuaki Chayama A1 Daiki Miki A1 Masaki Mori A1 Satoshi Nagayama A1 Yataro Daigo A1 Yoshio Miki A1 Toyomasa Katagiri A1 Osamu Ogawa A1 Wataru Obara A1 Hidemi Ito A1 Teruhiko Yoshida A1 Issei Imoto A1 Takashi Takahashi A1 Chizu Tanikawa A1 Takao Suzuki A1 Nobuaki Sinozaki A1 Shiro Minami A1 Hiroki Yamaguchi A1 Satoshi Asai A1 Yasuo Takahashi A1 Ken Yamaji A1 Kazuhisa Takahashi A1 Tomoaki Fujioka A1 Ryo Takata A1 Hideki Yanai A1 Akihide Masumoto A1 Yukihiro Koretsune A1 Hiromu Kutsumi A1 Masahiko Higashiyama A1 Shigeo Murayama A1 Naoko Minegishi A1 Kichiya Suzuki A1 Kozo Tanno A1 Atsushi Shimizu A1 Taiki Yamaji A1 Motoki Iwasaki A1 Norie Sawada A1 Hirokazu Uemura A1 Keitaro Tanaka A1 Mariko Naito A1 Makoto Sasaki A1 Kenji Wakai A1 Shoichiro Tsugane A1 Masayuki Yamamoto A1 Kazuhiko Yamamoto A1 Yoshinori Murakami A1 Yusuke Nakamura A1 Soumya Raychaudhuri A1 Johji Inazawa A1 Toshimasa Yamauchi A1 Takashi Kadowaki A1 Michiaki Kubo A1 Yoichiro Kamatani YR 2019 UL http://biorxiv.org/content/early/2019/10/08/795948.abstract AB The 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 < 5 × 10−8). Compared with known variants, novel variants have lower frequency in European populations but comparable frequency in East Asian populations, suggesting the advantage of this study in discovering these novel variants. Three novel signals were in linkage disequilibrium (r2 > 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-κB 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.