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Diverse Genome-wide Association Studies Associate the IL12/IL23 Pathway with Crohn Disease

机译:全基因组关联研究将IL12 / IL23途径与克罗恩病相关

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摘要

Previous genome-wide association (GWA) studies typically focus on single-locus analysis, which may not have the power to detect the majority of genuinely associated loci. Here, we applied pathway analysis using Affymetrix SNP genotype data from the Wellcome Trust Case Control Consortium (WTCCC) and uncovered significant association between Crohn Disease (CD) and the IL12/IL23 pathway, harboring 20 genes (p = 8 × 10−5). Interestingly, the pathway contains multiple genes (IL12B and JAK2) or homologs of genes (STAT3 and CCR6) that were recently identified as genuine susceptibility genes only through meta-analysis of several GWA studies. In addition, the pathway contains other susceptibility genes for CD, including IL18R1, JUN, IL12RB1, and TYK2, which do not reach genome-wide significance by single-marker association tests. The observed pathway-specific association signal was subsequently replicated in three additional GWA studies of European and African American ancestry generated on the Illumina HumanHap550 platform. Our study suggests that examination beyond individual SNP hits, by focusing on genetic networks and pathways, is important to unleashing the true power of GWA studies.
机译:先前的全基因组关联(GWA)研究通常集中于单基因座分析,而该基因座分析可能没有能力检测大多数真正相关的基因座。在这里,我们使用了来自Wellcome Trust病例对照协会(WTCCC)的Affymetrix SNP基因型数据进行的途径分析,发现克罗恩病(CD)与IL12 / IL23途径之间存在显着关联,其中包含20个基因(p = 8×10-5) 。有趣的是,该途径包含多个基因(IL12B和JAK2)或基因的同源物(STAT3和CCR6),这些基因最近仅通过对多项GWA研究的荟萃分析才被确定为真正的易感基因。此外,该途径还包含CD的其他易感基因,包括IL18R1,JUN,IL12RB1和TYK2,这些基因在单标记关联测试中没有达到全基因组意义。随后,在Illumina HumanHap550平台上生成的三份有关欧洲和非裔美国人血统的GWA研究中,复制了观察到的特定于途径的关联信号。我们的研究表明,通过关注遗传网络和途径,超越单个SNP命中的检查对于释放GWA研究的真正力量很重要。

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