Department of Genetics, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Genes Immun. 2013 Apr;14(3):179-86. doi: 10.1038/gene.2013.1. Epub 2013 Feb 7.
Genome-wide association studies (GWAS) have successfully identified several loci associated with primary biliary cirrhosis (PBC) risk. Pathway analysis complements conventional GWAS analysis. We applied the recently developed linear combination test for pathways to datasets drawn from independent PBC GWAS in Italian and Canadian subjects. Of the Kyoto Encyclopedia of Genes and Genomes and BioCarta pathways tested, 25 pathways in the Italian dataset (449 cases, 940 controls) and 26 pathways in the Canadian dataset (530 cases, 398 controls) were associated with PBC susceptibility (P<0.05). After correcting for multiple comparisons, only the eight most significant pathways in the Italian dataset had FDR <0.25 with tumor necrosis factor/stress-related signaling emerging as the top pathway (P=7.38 × 10⁻⁴, FDR=0.18). Two pathways, phosphatidylinositol signaling and hedgehog signaling, were replicated in both datasets (P<0.05), and subjected to two additional complementary pathway tests. Both pathway signals remained significant in the Italian dataset on modified gene set enrichment analysis (P<0.05). In both GWAS, variants nominally associated with PBC were significantly overrepresented in the phosphatidylinositol pathway (Fisher exact P<0.05). These results point to established and novel pathway-level associations with inherited predisposition to PBC that, on further independent replication and functional validation, may provide fresh insights into PBC etiology.
全基因组关联研究 (GWAS) 已成功鉴定出多个与原发性胆汁性肝硬化 (PBC) 风险相关的基因座。途径分析是对传统 GWAS 分析的补充。我们应用最近开发的线性组合途径检验方法,对来自意大利和加拿大 PBC GWAS 的独立数据集进行了分析。在测试的京都基因与基因组百科全书和 BioCarta 途径中,意大利数据集(449 例病例,940 例对照)中的 25 条途径和加拿大数据集(530 例病例,398 例对照)中的 26 条途径与 PBC 易感性相关(P<0.05)。在进行多重比较校正后,意大利数据集仅前 8 条最显著的途径 FDR<0.25,其中肿瘤坏死因子/应激相关信号通路位居首位(P=7.38×10⁻⁴,FDR=0.18)。两个途径,即磷酸肌醇信号通路和 hedgehog 信号通路,在两个数据集均得到复制(P<0.05),并进行了另外两种互补的途径测试。在意大利数据集的基因集富集分析的修正后,这两个途径信号仍然显著(P<0.05)。在两项 GWAS 中,与 PBC 名义上相关的变异在磷酸肌醇途径中显著过表达(Fisher 精确检验 P<0.05)。这些结果表明,与原发性胆汁性肝硬化的遗传易感性相关的已建立和新的途径水平关联,在进一步的独立复制和功能验证后,可能为原发性胆汁性肝硬化的病因提供新的见解。