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Sensitive and highly resolved identification of RNA-protein interaction sites in PAR-CLIP data

机译:PAR-CLIP数据中RNA-蛋白质相互作用位点的灵敏且高度分辨的鉴定

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摘要

BackgroundPAR-CLIP is a recently developed Next Generation Sequencing-based method enabling transcriptome-wide identification of interaction sites between RNA and RNA-binding proteins. The PAR-CLIP procedure induces specific base transitions that originate from sites of RNA-protein interactions and can therefore guide the identification of binding sites. However, additional sources of transitions, such as cell type-specific SNPs and sequencing errors, challenge the inference of binding sites and suitable statistical approaches are crucial to control false discovery rates. In addition, a highly resolved delineation of binding sites followed by an extensive downstream analysis is necessary for a comprehensive characterization of the protein binding preferences and the subsequent design of validation experiments.
机译:背景技术PAR-CLIP是最近开发的基于下一代测序的方法,能够在转录组范围内鉴定RNA与RNA结合蛋白之间的相互作用位点。 PAR-CLIP程序可诱导源自RNA蛋白质相互作用位点的特定碱基跃迁,因此可指导结合位点的鉴定。但是,其他过渡来源,例如特定细胞类型的SNP和测序错误,挑战了结合位点的推论,而合适的统计方法对于控制错误发现率至关重要。此外,对于蛋白质结合偏好的全面表征和验证实验的后续设计,必须对结合位点进行高度分辨的描绘,然后进行广泛的下游分析。

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