Pervasive Sharing of Genetic Effects in Autoimmune Disease

被引:416
作者
Cotsapas, Chris [1 ,2 ,3 ,4 ,5 ]
Voight, Benjamin F. [1 ,2 ,3 ]
Rossin, Elizabeth [1 ,2 ,3 ,6 ,7 ,26 ]
Lage, Kasper [2 ,8 ,9 ]
Neale, Benjamin M. [1 ,2 ,3 ]
Wallace, Chris [10 ]
Abecasis, Goncalo R. [11 ]
Barrett, Jeffrey C. [12 ]
Behrens, Timothy [13 ]
Cho, Judy [5 ,14 ,15 ]
De Jager, Philip L. [3 ,16 ]
Elder, James T. [17 ]
Graham, Robert R. [13 ]
Gregersen, Peter [18 ]
Klareskog, Lars [19 ]
Siminovitch, Katherine A. [20 ]
van Heel, David A. [21 ]
Wijmenga, Cisca [22 ,23 ]
Worthington, Jane [24 ]
Todd, John A. [10 ]
Hafler, David A. [4 ]
Rich, Stephen S. [25 ]
Daly, Mark J. [1 ,2 ,3 ]
机构
[1] Massachusetts Gen Hosp, Ctr Human Genet Res, Boston, MA 02114 USA
[2] Broad Inst MIT & Harvard, Cambridge, MA USA
[3] Harvard Univ, Sch Med, Dept Med, Boston, MA USA
[4] Yale Univ, Sch Med, Dept Neurol, New Haven, CT 06510 USA
[5] Yale Univ, Sch Med, Dept Genet, New Haven, CT 06510 USA
[6] Harvard Univ, Hlth Sci & Technol MD Program, Boston, MA 02115 USA
[7] Harvard Univ, Harvard Biol & Biomed Sci Program, Boston, MA 02115 USA
[8] Massachusetts Gen Hosp, Pediat Surg Res Labs, Boston, MA 02114 USA
[9] Tech Univ Denmark, Dept Syst Biol, Ctr Biol Sequence Anal, DK-2800 Lyngby, Denmark
[10] Univ Cambridge, Cambridge Inst Med Res, Juvenile Diabet Res Fdn, Wellcome Trust Diabet & Inflammat Lab,Dept Med Ge, Cambridge, England
[11] Univ Michigan, Ctr Stat Genet, Ann Arbor, MI 48109 USA
[12] Wellcome Trust Sanger Inst, Cambridge, England
[13] Genentech Inc, San Francisco, CA 94080 USA
[14] Yale Univ, Sch Med, Dept Med, New Haven, CT 06510 USA
[15] Yale Univ, Sch Med, Dept Genet, New Haven, CT 06510 USA
[16] Brigham & Womens Hosp, Dept Neurol, Boston, MA 02115 USA
[17] Univ Michigan, Dept Dermatol, Ann Arbor, MI 48109 USA
[18] N Shore Long Isl Jewish Hlth Syst, Feinstein Inst Med Res, Manhasset, NY USA
[19] Karolinska Inst, Dept Med, Rheumatol Unit, Stockholm, Sweden
[20] Mt Sinai Hosp, Samuel Lunenfeld Res Inst, Toronto, ON M5G 1X5, Canada
[21] London Sch Med & Dent, Blizard Inst, London, England
[22] Univ Med Ctr Groningen, Dept Genet, NL-9713 AV Groningen, Netherlands
[23] Univ Groningen, Groningen, Netherlands
[24] Univ Manchester, Manchester Acad Hlth Sci Ctr, Sch Translat Med, Arthrit Res UK Epidemiol Unit, Manchester, Lancs, England
[25] Univ Virginia, Ctr Publ Hlth Genom, Charlottesville, VA USA
[26] MIT, Boston, MA USA
基金
英国医学研究理事会; 英国惠康基金;
关键词
GENOME-WIDE ASSOCIATION; SYSTEMIC-LUPUS-ERYTHEMATOSUS; RHEUMATOID-ARTHRITIS; CELIAC-DISEASE; SUSCEPTIBILITY LOCI; RISK LOCI; VARIANTS; METAANALYSIS; REPLICATION; ALLELE;
D O I
10.1371/journal.pgen.1002254
中图分类号
Q3 [遗传学];
学科分类号
071007 [遗传学];
摘要
Genome-wide association (GWA) studies have identified numerous, replicable, genetic associations between common single nucleotide polymorphisms (SNPs) and risk of common autoimmune and inflammatory (immune-mediated) diseases, some of which are shared between two diseases. Along with epidemiological and clinical evidence, this suggests that some genetic risk factors may be shared across diseases-as is the case with alleles in the Major Histocompatibility Locus. In this work we evaluate the extent of this sharing for 107 immune disease-risk SNPs in seven diseases: celiac disease, Crohn's disease, multiple sclerosis, psoriasis, rheumatoid arthritis, systemic lupus erythematosus, and type 1 diabetes. We have developed a novel statistic for Cross Phenotype Meta-Analysis (CPMA) which detects association of a SNP to multiple, but not necessarily all, phenotypes. With it, we find evidence that 47/107 (44%) immune-mediated disease risk SNPs are associated to multiple-but not all-immune-mediated diseases (SNP-wise P(CPMA)<0.01). We also show that distinct groups of interacting proteins are encoded near SNPs which predispose to the same subsets of diseases; we propose these as the mechanistic basis of shared disease risk. We are thus able to leverage genetic data across diseases to construct biological hypotheses about the underlying mechanism of pathogenesis.
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页数:8
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