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Proficiency of data interpretation: identification of signaling SNPs/specific loci for coronary artery disease

机译:数据解释能力:识别冠状动脉疾病的信号单核苷酸多态性/特定基因座

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Coronary artery disease (CAD) is a complex disorder involving both genetic and non-genetic factors. Genome-wide association studies (GWAS) have identified hundreds of single nucleotides polymorphisms (SNPs) tagging over > 40 CAD risk loci. We hypothesized that some non-coding variants might directly regulate the gene expression rather than tagging a nearby locus. We used RegulomeDB to examine regulatory functions of 58 SNPs identified in two GWAS and those SNPs in linkage disequilibrium (LD) (r2 ≥ 0.80) with the GWAS SNPs. Of the tested 1200 SNPs, 858 returned scores of 1–6 by RegulomeDB. Of these 858 SNPs, 97 were predicted to have regulatory functions with RegulomeDB score of < 3. Notably, only 8 of the 97 predicted regulatory variants were genome-wide significant SNPs (LIPA/rs2246833, RegulomeDB score = 1b; ZC3HC1/rs11556924, CYP17A1-CNNM2-NT5C2/rs12413409, APOE-APOC1/rs2075650 and UBE2Z/rs46522, each with a RegulomeDB score = 1f; ZNF259-APOA5-APOA1/rs964184, SMG6/rs2281727 and COL4A1-COL4A2/rs4773144, each with a RegulomeDB score = 2b). The remainder 89 functional SNPs were in linkage disequilibrium with GWAS SNPs. This study supports the hypothesis that some of the non-coding variants are true signals via regulation of gene expression at transcription level. Our study indicates that RegulomeDB is a useful database to examine the putative functions of large number of genetic variants and it may help to identify a true association among multiple tagged SNPs in a complex disease, such as CAD.Database URLs
机译:冠状动脉疾病(CAD)是一种复杂的疾病,涉及遗传和非遗传因素。全基因组关联研究(GWAS)已经确定了数百个单核苷酸多态性(SNP),它们标记了超过40个CAD风险基因座。我们假设某些非编码变体可能直接调节基因表达,而不是标记附近的基因座。我们使用RegulomeDB来检查两个GWAS中鉴定的58个SNP的调控功能,以及与GWAS SNP处于连锁不平衡(LD)(r 2 ≥0.80)的那些SNP。经过测试的1200个SNP中,有858个通过RegulomeDB返回的分数为1-6。在这858个SNP中,有97个具有调节功能,RegulomeDB得分<3。值得注意的是,在97个预测的调节变异中,只有8个是全基因组显着SNP(LIPA / rs2246833,RegulomeDB得分= 1b; ZC3HC1 / rs11556924,CYP17A1 -CNNM2-NT5C2 / rs12413409,APOE-APOC1 / rs2075650和UBE2Z / rs46522,每个RegulomeDB得分= 1f; ZNF259-APOA5-APOA1 / rs964184,SMG6 / rs2281727和COL4A1-COL4A2 / rs4773144,每个RegulomeDB得分= 2b )。其余的89个功能性SNP与GWAS SNP处于连锁不平衡状态。这项研究支持这样的假设,即某些非编码变体是通过在转录水平上调控基因表达来实现的真实信号。我们的研究表明RegulomeDB是一个有用的数据库,可以检查大量遗传变异的推定功能,它可能有助于识别复杂疾病(例如CAD)中多个标记的SNP之间的真实关联。

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