Center For Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
PLoS Genet. 2011 Aug;7(8):e1002254. doi: 10.1371/journal.pgen.1002254. Epub 2011 Aug 10.
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.
全基因组关联 (GWA) 研究已经确定了许多常见单核苷酸多态性 (SNP) 与常见自身免疫和炎症 (免疫介导) 疾病风险之间的可重复遗传关联,其中一些关联存在于两种疾病之间。结合流行病学和临床证据,这表明一些遗传风险因素可能在疾病之间共享——就像主要组织相容性基因座中的等位基因一样。在这项工作中,我们评估了 7 种疾病中 107 个免疫疾病风险 SNP 的共享程度:乳糜泻、克罗恩病、多发性硬化症、银屑病、类风湿关节炎、系统性红斑狼疮和 1 型糖尿病。我们开发了一种新的交叉表型荟萃分析 (CPMA) 统计方法,用于检测 SNP 与多个但不一定是所有表型的关联。通过这种方法,我们发现 47/107 (44%) 的免疫介导疾病风险 SNP 与多个但不是所有的免疫介导疾病相关(SNP -wise P(CPMA)<0.01)。我们还表明,倾向于相同疾病子集的 SNP 附近编码了不同的相互作用蛋白组;我们提出这些作为共享疾病风险的机制基础。因此,我们能够利用跨疾病的遗传数据来构建关于发病机制潜在机制的生物学假设。