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QuASAR-MPRA: accurate allele-specific analysis for massively parallel reporter assays

机译:QuASAR-MPRA:用于大规模平行报告基因测定的准确等位基因特异性分析

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摘要

MotivationThe majority of the human genome is composed of non-coding regions containing regulatory elements such as enhancers, which are crucial for controlling gene expression. Many variants associated with complex traits are in these regions, and may disrupt gene regulatory sequences. Consequently, it is important to not only identify true enhancers but also to test if a variant within an enhancer affects gene regulation. Recently, allele-specific analysis in high-throughput reporter assays, such as massively parallel reporter assays (MPRAs), have been used to functionally validate non-coding variants. However, we are still missing high-quality and robust data analysis tools for these datasets.
机译:动机大多数人类基因组由非编码区组成,这些非编码区包含调控元件,例如增强子,对控制基因表达至关重要。与复杂性状相关的许多变异都在这些区域中,并可能破坏基因调控序列。因此,重要的是不仅要鉴定真正的增强子,而且要测试增强子中的变体是否影响基因调控。最近,在高通量报道分子分析(如大规模平行报道分子分析(MPRA))中的等位基因特异性分析已用于功能验证非编码变异。但是,我们仍然缺少这些数据集的高质量且强大的数据分析工具。

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