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A Study of CNVs As Trait-Associated Polymorphisms and As Expression Quantitative Trait Loci

机译:CNVs作为性状相关多态性和表达量性状基因座的研究

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摘要

We conducted a comprehensive study of copy number variants (CNVs) well-tagged by SNPs (r2≥0.8) by analyzing their effect on gene expression and their association with disease susceptibility and other complex human traits. We tested whether these CNVs were more likely to be functional than frequency-matched SNPs as trait-associated loci or as expression quantitative trait loci (eQTLs) influencing phenotype by altering gene regulation. Our study found that CNV–tagging SNPs are significantly enriched for cis eQTLs; furthermore, we observed that trait associations from the NHGRI catalog show an overrepresentation of SNPs tagging CNVs relative to frequency-matched SNPs. We found that these SNPs tagging CNVs are more likely to affect multiple expression traits than frequency-matched variants. Given these findings on the functional relevance of CNVs, we created an online resource of expression-associated CNVs (eCNVs) using the most comprehensive population-based map of CNVs to inform future studies of complex traits. Although previous studies of common CNVs that can be typed on existing platforms and/or interrogated by SNPs in genome-wide association studies concluded that such CNVs appear unlikely to have a major role in the genetic basis of several complex diseases examined, our findings indicate that it would be premature to dismiss the possibility that even common CNVs may contribute to complex phenotypes and at least some common diseases.
机译:通过分析SNP(r 2 ≥0.8)对基因表达的影响及其与疾病易感性和其他人类复杂性状的关系,我们对SNPs(r 2 ≥0.8)良好标记的拷贝数变异(CNV)进行了全面研究。我们测试了这些CNV是否比频率匹配的SNP更可能作为功能性相关位点或通过改变基因调控影响表型的表达数量性状基因位点(eQTL)发挥功能。我们的研究发现,标记CNV的SNP富含顺式eQTL。此外,我们观察到NHGRI目录中的性状关联显示,相对于频率匹配的SNP,标记CNV的SNP过多。我们发现,与频率匹配的变体相比,这些标记CNV的SNP更可能影响多种表达特征。鉴于这些有关CNV功能相关性的发现,我们使用最全面的基于人群的CNV地图创建了表达相关CNV(eCNV)的在线资源,以为将来的复杂性状研究提供信息。尽管以前对常见CNV的研究可以在现有平台上分型和/或在全基因组关联研究中被SNP审问得出结论,这种CNV似乎不太可能在所检查的几种复杂疾病的遗传基础中发挥重要作用,但我们的发现表明现在就排除什至是常见的CNV可能导致复杂表型和至少某些常见疾病的可能性还为时过早。

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