A catalog of GWAS fine-mapping efforts in autoimmune disease

被引:30
作者
Caliskan, Minal [1 ]
Brown, Christopher D. [2 ]
Maranville, Joseph C. [1 ]
机构
[1] Bristol Myers Squibb, Dept Informat & Predict Sci, Princeton, NJ 08540 USA
[2] Univ Penn, Perelman Sch Med, Dept Genet, Philadelphia, PA 19104 USA
关键词
INFLAMMATORY BOWEL DISEASES; GENOME-WIDE ASSOCIATION; GENETIC SUSCEPTIBILITY; SYSTEMIC-SCLEROSIS; COMMON DISEASE; CROHNS-DISEASE; CANDIDATE GENE; RARE VARIANTS; BINDING-SITE; LOCI;
D O I
10.1016/j.ajhg.2021.03.009
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genome-wide association studies (GWASs) have enabled unbiased identification of genetic loci contributing to common complex diseases. Because GWAS loci often harbor many variants and genes, it remains a major challenge to move from GWASs' statistical associations to the identification of causal variants and genes that underlie these association signals. Researchers have applied many statistical and functional fine-mapping strategies to prioritize genetic variants and genes as potential candidates. There is no gold standard in fine-mapping approaches, but consistent results across different approaches can improve confidence in the fine-mapping findings. Here, we combined text mining with a systematic review and formed a catalog of 85 studies with evidence of fine mapping for at least one autoimmune GWAS locus. Across all fine-mapping studies, we compiled 230 GWAS loci with allelic heterogeneity estimates and predictions of causal variants and trait-relevant genes. These 230 loci included 455 combinations of locus-by-disease association signals with 15 autoimmune diseases. Using these estimates, we assessed the probability of mediating disease risk associations across genes in GWAS loci and identified robust signals of causal disease biology. We predict that this comprehensive catalog of GWAS fine-mapping efforts in autoimmune disease will greatly help distill the plethora of information in the field and inform therapeutic strategies.
引用
收藏
页码:549 / 563
页数:15
相关论文
共 99 条
  • [71] Profiling RNA-Seq at multiple resolutions markedly increases the number of causal eQTLs in autoimmune disease
    Odhams, Christopher A.
    Graham, Deborah S. Cunninghame
    Vyse, Timothy J.
    [J]. PLOS GENETICS, 2017, 13 (10):
  • [72] Genetics of rheumatoid arthritis contributes to biology and drug discovery
    Okada, Yukinori
    Wu, Di
    Trynka, Gosia
    Raj, Towfique
    Terao, Chikashi
    Ikari, Katsunori
    Kochi, Yuta
    Ohmura, Koichiro
    Suzuki, Akari
    Yoshida, Shinji
    Graham, Robert R.
    Manoharan, Arun
    Ortmann, Ward
    Bhangale, Tushar
    Denny, Joshua C.
    Carroll, Robert J.
    Eyler, Anne E.
    Greenberg, Jeffrey D.
    Kremer, Joel M.
    Pappas, Dimitrios A.
    Jiang, Lei
    Yin, Jian
    Ye, Lingying
    Su, Ding-Feng
    Yang, Jian
    Xie, Gang
    Keystone, Ed
    Westra, Harm-Jan
    Esko, Tonu
    Metspalu, Andres
    Zhou, Xuezhong
    Gupta, Namrata
    Mirel, Daniel
    Stahl, Eli A.
    Diogo, Dorothee
    Cui, Jing
    Liao, Katherine
    Guo, Michael H.
    Myouzen, Keiko
    Kawaguchi, Takahisa
    Coenen, Marieke J. H.
    van Riel, Piet L. C. M.
    van de laar, Mart A. F. J.
    Guchelaar, Henk-Jan
    Huizinga, Tom W. J.
    Dieude, Philippe
    Mariette, Xavier
    Bridges, S. Louis, Jr.
    Zhernakova, Alexandra
    Toes, Rene E. M.
    [J]. NATURE, 2014, 506 (7488) : 376 - +
  • [73] Meta-analysis identifies nine new loci associated with rheumatoid arthritis in the Japanese population
    Okada, Yukinori
    Terao, Chikashi
    Ikari, Katsunori
    Kochi, Yuta
    Ohmura, Koichiro
    Suzuki, Akari
    Kawaguchi, Takahisa
    Stahl, Eli A.
    Kurreeman, Fina A. S.
    Nishida, Nao
    Ohmiya, Hiroko
    Myouzen, Keiko
    Takahashi, Meiko
    Sawada, Tetsuji
    Nishioka, Yuichi
    Yukioka, Masao
    Matsubara, Tsukasa
    Wakitani, Shigeyuki
    Teshima, Ryota
    Tohma, Shigeto
    Takasugi, Kiyoshi
    Shimada, Kota
    Murasawa, Akira
    Honjo, Shigeru
    Matsuo, Keitaro
    Tanaka, Hideo
    Tajima, Kazuo
    Suzuki, Taku
    Iwamoto, Takuji
    Kawamura, Yoshiya
    Tanii, Hisashi
    Okazaki, Yuji
    Sasaki, Tsukasa
    Gregersen, Peter K.
    Padyukov, Leonid
    Worthington, Jane
    Siminovitch, Katherine A.
    Lathrop, Mark
    Taniguchi, Atsuo
    Takahashi, Atsushi
    Tokunaga, Katsushi
    Kubo, Michiaki
    Nakamura, Yusuke
    Kamatani, Naoyuki
    Mimori, Tsuneyo
    Plenge, Robert M.
    Yamanaka, Hisashi
    Momohara, Shigeki
    Yamada, Ryo
    Matsuda, Fumihiko
    [J]. NATURE GENETICS, 2012, 44 (05) : 511 - +
  • [74] The Systemic Lupus Erythematosus-Associated Single Nucleotide Polymorphism rs1143678 in Integrin αM Cytoplasmic Tail Generates a 14-3-3ζ Binding Site That Is Proinflammatory
    Ong, Li-Teng
    Tan, Hui-Foon
    Feng, Chen
    Qu, Jing
    Loh, Shuzk-Cheng
    Bhattacharyya, Surajit
    Tan, Suet-Mien
    [J]. JOURNAL OF IMMUNOLOGY, 2017, 198 (02) : 883 - 894
  • [75] Regulation of Lymphatic GM-CSF Expression by the E3 Ubiquitin Ligase CbI-b
    Peer, Sebastian
    Cappellano, Giuseppe
    Hermann-Kleiter, Natascha
    Albrecht-Schgoer, Karin
    Hinterleitner, Reinhard
    Baier, Gottfried
    Gruber, Thomas
    [J]. FRONTIERS IN IMMUNOLOGY, 2018, 9
  • [76] Progress and promise in understanding the genetic basis of common diseases
    Price, Alkes L.
    Spencer, Chris C. A.
    Donnelly, Peter
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2015, 282 (1821)
  • [77] The allelic architecture of human disease genes: common disease - common variant ... or not?
    Pritchard, JK
    Cox, NJ
    [J]. HUMAN MOLECULAR GENETICS, 2002, 11 (20) : 2417 - 2423
  • [78] On the allelic spectrum of human disease
    Reich, DE
    Lander, ES
    [J]. TRENDS IN GENETICS, 2001, 17 (09) : 502 - 510
  • [79] Reduced monocyte and macrophage TNFSF15/TL1A expression is associated with susceptibility to inflammatory bowel disease
    Richard, Arianne C.
    Peters, James E.
    Savinykh, Natalia
    Lee, James C.
    Hawley, Eric T.
    Meylan, Francoise
    Siegel, Richard M.
    Lyons, Paul A.
    Smith, Kenneth G. C.
    [J]. PLOS GENETICS, 2018, 14 (09):
  • [80] Emerging patterns of genetic overlap across autoimmune disorders
    Richard-Miceli, Corinne
    Criswell, Lindsey A.
    [J]. GENOME MEDICINE, 2012, 4