PMID- 26029868 OWN - NLM STAT- MEDLINE DCOM- 20150909 LR - 20220409 IS - 1546-1718 (Electronic) IS - 1061-4036 (Linking) VI - 47 IP - 7 DP - 2015 Jul TI - Construction of a population-specific HLA imputation reference panel and its application to Graves' disease risk in Japanese. PG - 798-802 LID - 10.1038/ng.3310 [doi] AB - To fine map association signals of human leukocyte antigen (HLA) variants in the major histocompatibility complex (MHC) region, we constructed a Japanese population-specific reference panel (n = 908). We conducted trans-ancestry comparisons of linkage disequilibrium (LD) and haplotype structure for HLA variants using an entropy-based LD measurement, varepsilon, and a visualization tool to capture high-dimensional variables. Our Japanese reference panel exhibited stronger LD between HLA genes than European or other East Asian populations, characterized by one population-specific common long-range HLA haplotype. We applied HLA imputation to genome-wide association study (GWAS) data for Graves' disease in Japanese (n = 9,003) and found that amino acid polymorphisms of multiple class I and class II HLA genes independently contribute to disease risk (HLA-DPB1, HLA-A, HLA-B and HLA-DRB1; P < 2.3 x 10(-6)), with the strongest impact at HLA-DPB1 (P = 1.6 x 10(-42)). Our study illustrates the value of population-specific HLA reference panels. FAU - Okada, Yukinori AU - Okada Y AD - 1] Department of Human Genetics and Disease Diversity, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan. [2] Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan. FAU - Momozawa, Yukihide AU - Momozawa Y AD - Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan. FAU - Ashikawa, Kyota AU - Ashikawa K AD - Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan. FAU - Kanai, Masahiro AU - Kanai M AD - Department of Human Genetics and Disease Diversity, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan. FAU - Matsuda, Koichi AU - Matsuda K AUID- ORCID: 0000000172922686 AD - Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan. FAU - Kamatani, Yoichiro AU - Kamatani Y AD - Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan. FAU - Takahashi, Atsushi AU - Takahashi A AD - Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan. FAU - Kubo, Michiaki AU - Kubo M AD - Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20150601 PL - United States TA - Nat Genet JT - Nature genetics JID - 9216904 RN - 0 (Histocompatibility Antigens Class I) RN - 0 (Histocompatibility Antigens Class II) SB - IM MH - Case-Control Studies MH - Gene Frequency MH - Genetic Predisposition to Disease MH - Genetic Testing/standards MH - Genome-Wide Association Study MH - Graves Disease/*genetics MH - Histocompatibility Antigens Class I/*genetics MH - Histocompatibility Antigens Class II/*genetics MH - Humans MH - Japan MH - Linkage Disequilibrium MH - Mutation, Missense MH - Polymorphism, Single Nucleotide MH - Reference Standards MH - Risk MH - Sequence Analysis, DNA EDAT- 2015/06/02 06:00 MHDA- 2015/09/10 06:00 CRDT- 2015/06/02 06:00 PHST- 2014/11/28 00:00 [received] PHST- 2015/04/27 00:00 [accepted] PHST- 2015/06/02 06:00 [entrez] PHST- 2015/06/02 06:00 [pubmed] PHST- 2015/09/10 06:00 [medline] AID - ng.3310 [pii] AID - 10.1038/ng.3310 [doi] PST - ppublish SO - Nat Genet. 2015 Jul;47(7):798-802. doi: 10.1038/ng.3310. Epub 2015 Jun 1.