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MirSNP, a database of polymorphisms altering miRNA target sites, identifies miRNA-related SNPs in GWAS SNPs and eQTLs

机译:MirSNP是一个可改变miRNA目标位点的多态性数据库,可识别GWAS SNP和eQTL中与miRNA相关的SNP。

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Background Numerous single nucleotide polymorphisms (SNPs) associated with complex diseases have been identified by genome-wide association studies (GWAS) and expression quantitative trait loci (eQTLs) studies. However, few of these SNPs have explicit biological functions. Recent studies indicated that the SNPs within the 3’UTR regions of susceptibility genes could affect complex traits/diseases by affecting the function of miRNAs. These 3’UTR SNPs are functional candidates and therefore of interest to GWAS and eQTL researchers. Description We developed a publicly available online database, MirSNP ( http://cmbi.bjmu.edu.cn/mirsnp webcite ), which is a collection of human SNPs in predicted miRNA-mRNA binding sites. We identified 414,510 SNPs that might affect miRNA-mRNA binding. Annotations were added to these SNPs to predict whether a SNP within the target site would decrease/break or enhance/create an miRNA-mRNA binding site. By applying MirSNP database to three brain eQTL data sets, we identified four unreported SNPs (rs3087822, rs13042, rs1058381, and rs1058398), which might affect miRNA binding and thus affect the expression of their host genes in the brain. We also applied the MirSNP database to our GWAS for schizophrenia: seven predicted miRNA-related SNPs (p? Conclusion MirSNP could identify the putative miRNA-related SNPs from GWAS and eQTLs researches and provide the direction for subsequent functional researches.
机译:背景技术已通过全基因组关联研究(GWAS)和表达定量性状基因座(eQTL)研究确定了与复杂疾病相关的众多单核苷酸多态性(SNP)。但是,这些SNP很少具有明确的生物学功能。最近的研究表明,易感基因3’UTR区域内的SNP可能通过影响miRNA的功能来影响复杂的性状/疾病。这些3’UTR SNP是功能候选者,因此,GWAS和eQTL研究人员对此感兴趣。描述我们开发了一个可公开获取的在线数据库MirSNP(http://cmbi.bjmu.edu.cn/mirsnp webcite),该数据库是位于预测的miRNA-mRNA结合位点的人类SNP的集合。我们鉴定了可能影响miRNA-mRNA结合的414,510个SNP。将注释添加到这些SNP,以预测目标位点内的SNP是否会减少/破坏或增强/创建miRNA-mRNA结合位点。通过将MirSNP数据库应用于三个大脑eQTL数据集,我们鉴定了四个未报告的SNP(rs3087822,rs13042,rs1058381和rs1058398),这可能会影响miRNA的结合,从而影响其宿主基因在大脑中的表达。我们还将MirSNP数据库应用于精神分裂症的GWAS:七个预测的与miRNA相关的SNP(结论)MirSNP可以从GWAS和eQTL研究中识别出与miRNA相关的假定SNP,并为后续的功能研究提供指导。

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