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Connecting the dots: Potential of data integration to identify regulatory snps in late-onset alzheimer's disease GWAS findings

机译:点点滴滴:数据整合的潜力,可在迟发性阿尔茨海默氏病GWAS发现中识别调节性鼻息

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摘要

Late-onset Alzheimer's disease (LOAD) is a multifactorial disorder with over twenty loci associated with disease risk. Given the number of genome-wide significant variants that fall outside of coding regions, it is possible that some of these variants alter some function of gene expression rather than tagging coding variants that alter protein structure and/or function. RegulomeDB is a database that annotates regulatory functions of genetic variants. In this study, we utilized RegulomeDB to investigate potential regulatory functions of lead single nucleotide polymorphisms (SNPs) identified in five genome-wide association studies (GWAS) of risk and age-at onset (AAO) of LOAD, as well as SNPs in LD (r 2 ≥0.80) with the lead GWAS SNPs. Of a total 614 SNPs examined, 394 returned RegulomeDB scores of 1-6. Of those 394 variants, 34 showed strong evidence of regulatory function (RegulomeDB score ,3), and only 3 of them were genome-wide significant SNPs (ZCWPW1/ rs1476679, CLU/rs1532278 and ABCA7/rs3764650). This study further supports the assumption that some of the non-coding GWAS SNPs are true associations rather than tagged associations and demonstrates the application of RegulomeDB to GWAS data.©2014 Rosenthal et al.
机译:迟发性阿尔茨海默氏病(LOAD)是一种多因素疾病,有二十多个基因座与疾病风险相关。给定落在编码区之外的全基因组范围内的重要变体的数量,这些变体中的一些可能改变基因表达的某些功能,而不是标记改变蛋白质结构和/或功能的编码变体。 RegulomeDB是一个注释遗传变异体调控功能的数据库。在这项研究中,我们利用RegulomeDB调查了LOAD的风险和发病年龄(AAO)以及LD中的SNP的五项全基因组关联研究(GWAS)中确定的潜在的单核苷酸多态性(SNP)的潜在调控功能。 (r 2≥0.80)与领先的GWAS SNP。在检查的总共614个SNP中,有394个返回的RegulomeDB得分为1-6。在这394个变体中,有34个显示出强有力的调节功能证据(RegulomeDB评分,3),其中只有3个是全基因组范围内的重要SNP(ZCWPW1 / rs1476679,CLU / rs1532278和ABCA7 / rs3764650)。这项研究进一步支持以下假设:某些非编码GWAS SNP是真实关联而不是标记关联,并证明RegulomeDB在GWAS数据中的应用。©2014 Rosenthal等。

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