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Abstract
Here we report the largest Asian genome-wide association study (GWAS) for systemic sclerosis performed to date, based on data from Japanese subjects and comprising of 1428 cases and 112,599 controls. The lead SNP is in the FCGR/FCRL region, which shows a penetrating association in the Asian population, while a complete linkage disequilibrium SNP, rs10917688, is found in a cis-regulatory element for IRF8. IRF8 is also a significant locus in European GWAS for systemic sclerosis, but rs10917688 only shows an association in the presence of the risk allele of IRF8 in the Japanese population. Further analysis shows that rs10917688 is marked with H3K4me1 in primary B cells. A meta-analysis with a European GWAS detects 30 additional significant loci. Polygenic risk scores constructed with the effect sizes of the meta-analysis suggest the potential portability of genetic associations beyond populations. Prioritizing the top 5% of SNPs of IRF8 binding sites in B cells improves the fitting of the polygenic risk scores, underscoring the roles of B cells and IRF8 in the development of systemic sclerosis. The results also suggest that systemic sclerosis shares a common genetic architecture across populations.
Here, the authors identify six risk SNPs for systemic sclerosis by performing GWAS on Japanese patients and meta-analyzing Japanese and European GWAS datasets. Downstream analyses indicate that B cells contribute to pathogenesis.
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1 The Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
2 The Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267); Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Department of Rheumatology, Tokyo, Japan (GRID:grid.265073.5) (ISNI:0000 0001 1014 9130)
3 Tohoku University Graduate School of Medicine, Department of Dermatology, Sendai, Japan (GRID:grid.69566.3a) (ISNI:0000 0001 2248 6943); The University of Tokyo, Department of Dermatology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
4 Chukyo Hospital, Japan Community Health Care Organization, Department of Dermatology, Nagoya, Japan (GRID:grid.414470.2) (ISNI:0000 0004 0377 9435)
5 Nippon Medical School Graduate School of Medicine, Department of Allergy and Rheumatology, Tokyo, Japan (GRID:grid.410821.e) (ISNI:0000 0001 2173 8328)
6 Kyushu University Graduate School of Medical Sciences, Department of Medicine and Biosystemic Science, Fukuoka, Japan (GRID:grid.177174.3) (ISNI:0000 0001 2242 4849); Saga University Hospital, Department of Rheumatology, Saga, Japan (GRID:grid.412339.e) (ISNI:0000 0001 1172 4459)
7 University of Fukui, Faculty of Medical Sciences, Department of Dermatology, Fukui, Japan (GRID:grid.163577.1) (ISNI:0000 0001 0692 8246)
8 Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Department of Dermatology, Faculty of Medicine, Kanazawa, Japan (GRID:grid.9707.9) (ISNI:0000 0001 2308 3329)
9 University of Occupational and Environmental Health, Japan, The First Department of Internal Medicine, Kitakyushu, Japan (GRID:grid.271052.3) (ISNI:0000 0004 0374 5913)
10 Gunma University Graduate School of Medicine, Department of Dermatology, Maebashi, Japan (GRID:grid.256642.1) (ISNI:0000 0000 9269 4097)
11 Graduate School of Medicine, Kyoto University, Department of Rheumatology and Clinical Immunology, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033)
12 The University of Tokyo, Department of Dermatology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
13 Division of Molecular Genetics, Aichi Cancer Center Research Institute, Nagoya, Japan (GRID:grid.410800.d) (ISNI:0000 0001 0722 8444)
14 Tokyo Women’s Medical University, Adachi Medical Center, Tokyo, Japan (GRID:grid.410818.4) (ISNI:0000 0001 0720 6587)
15 Tokai University School of Medicine, Department of Molecular Life Sciences, Division of Basic Medical Science and Molecular Medicine, Isehara, Japan (GRID:grid.265061.6) (ISNI:0000 0001 1516 6626)
16 Kyushu University Graduate School of Medical Sciences, Department of Medicine and Biosystemic Science, Fukuoka, Japan (GRID:grid.177174.3) (ISNI:0000 0001 2242 4849)
17 Wakayama Medical University Graduate School of Medicine, Department of Dermatology, Wakayama, Japan (GRID:grid.412857.d) (ISNI:0000 0004 1763 1087)
18 Faculty of Life Sciences, Kumamoto University, Department of Dermatology and Plastic Surgery, Kumamoto, Japan (GRID:grid.274841.c) (ISNI:0000 0001 0660 6749)
19 The University of Tokyo, Department of Rheumatology and Allergy, IMSUT Hospital, The Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
20 Sapporo Medical University School of Medicine, Department of Rheumatology and Clinical Immunology, Sapporo, Japan (GRID:grid.263171.0) (ISNI:0000 0001 0691 0855)
21 Nagoya City University Graduate School of Medical Sciences, Department of Geriatric and Environmental Dermatology, Nagoya, Japan (GRID:grid.260433.0) (ISNI:0000 0001 0728 1069); Okazaki City Hospital, Department of Dermatology, Okazaki, Japan (GRID:grid.413724.7)
22 Nagoya City University Graduate School of Medical Sciences, Department of Geriatric and Environmental Dermatology, Nagoya, Japan (GRID:grid.260433.0) (ISNI:0000 0001 0728 1069)
23 Fukushima Medical University, School of Medicine, Department of Dermatology, Fukushima, Japan (GRID:grid.411582.b) (ISNI:0000 0001 1017 9540)
24 Osaka University, Department of Dermatology, Graduate School of Medicine, Osaka, Japan (GRID:grid.136593.b) (ISNI:0000 0004 0373 3971)
25 Institute of Medicine, University of Tsukuba, Department of Rheumatology, Tsukuba, Japan (GRID:grid.20515.33) (ISNI:0000 0001 2369 4728)
26 National Hospital Organization, Utano National Hospital, Department of Clinical Immunology, Kyoto, Japan (GRID:grid.415841.d)
27 Hokkaido University, Faculty of Medicine and Graduate School of Medicine, Department of Rheumatology, Endocrinology and Nephrology, Sapporo, Japan (GRID:grid.39158.36) (ISNI:0000 0001 2173 7691)
28 Toho University, Rheumatic Disease Center, Omori Medical Center, Tokyo, Japan (GRID:grid.265050.4) (ISNI:0000 0000 9290 9879)
29 Osaka University Graduate School of Medicine, Department of Respiratory Medicine and Clinical Immunology, Osaka, Japan (GRID:grid.136593.b) (ISNI:0000 0004 0373 3971)
30 Osaka University, Statistical Immunology, Immunology Frontier Center, Osaka, Japan (GRID:grid.136593.b) (ISNI:0000 0004 0373 3971)
31 The Laboratory for Pharmacogenomics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
32 The Laboratory for Autoimmune Diseases, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
33 The Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
34 The Laboratory for Bone and Joint Diseases, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
35 Torii Clinic, Maizuru, Japan (GRID:grid.9707.9)
36 Graduate School of Medicine, Kyoto University, Department of Rheumatology and Clinical Immunology, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033); Ijinkai Takeada General Hospital, Kyoto, Japan (GRID:grid.414554.5) (ISNI:0000 0004 0531 2361)
37 Kyoto University, Center for Genomic Medicine, Graduate School of Medicine, Kyoto, Japan (GRID:grid.258799.8) (ISNI:0000 0004 0372 2033)
38 The University of Tokyo, Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X); The University of Tokyo, Department of Computational Biology and Medical Sciences, Laboratory of Clinical Genome Sequencing, Graduate School of Frontier Sciences, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
39 Harvard Medical School, Center for Data Sciences, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Brigham and Women’s Hospital, Harvard Medical School, Divisions of Genetics and Rheumatology, Department of Medicine, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Broad Institute of MIT and Harvard, Program in Medical and Population Genetics, Cambridge, USA (GRID:grid.66859.34); Harvard Medical School, Department of Biomedical Informatics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard University, Graduate School of Arts and Sciences, Cambridge, USA (GRID:grid.38142.3c) (ISNI:0000 0004 1936 754X)
40 Aichi Cancer Center Research Institute, Nagoya, Japan (GRID:grid.410800.d) (ISNI:0000 0001 0722 8444)
41 Division of Cancer Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan (GRID:grid.410800.d) (ISNI:0000 0001 0722 8444)
42 Tokyo Women’s Medical University, Division of Rheumatology, Department of Internal Medicine, Tokyo, Japan (GRID:grid.410818.4) (ISNI:0000 0001 0720 6587)
43 The Laboratory for Statistical and Translational Genetics, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267); The Clinical Research Center, Shizuoka General Hospital, Shizuoka, Japan (GRID:grid.415804.c) (ISNI:0000 0004 1763 9927); University of Shizuoka, The Department of Applied Genetics, School of Pharmaceutical Sciences, Shizuoka, Japan (GRID:grid.469280.1) (ISNI:0000 0000 9209 9298)