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RBP-Maps enables robust generation of splicing regulatory maps

机译:RBP-Maps能够强大地生成拼接监管图

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摘要

Alternative splicing of pre-messenger RNA transcripts enables the generation of multiple protein isoforms from the same gene locus, providing a major source of protein diversity in mammalian genomes. RNA binding proteins (RBPs) bind to RNA to control splice site choice and define which exons are included in the resulting mature RNA transcript. However, depending on where the RBPs bind relative to splice sites, they can activate or repress splice site usage. To explore this position-specific regulation, in vivo binding sites identified by methods such as cross-linking and immunoprecipitation (CLIP) are integrated with alternative splicing events identified by RNA-seq or microarray. Merging these data sets enables the generation of a “splicing map,” where CLIP signal relative to a merged meta-exon provides a simple summary of the position-specific effect of binding on splicing regulation. Here, we provide RBP-Maps, a software tool to simplify generation of these maps and enable researchers to rapidly query regulatory patterns of an RBP of interest. Further, we discuss various alternative approaches to generate such splicing maps, focusing on how decisions in construction (such as the use of peak versus read density, or whole-reads versus only single-nucleotide candidate crosslink positions) can affect the interpretation of these maps using example eCLIP data from the 150 RBPs profiled by the ENCODE consortium.
机译:信使前RNA转录物的选择性剪接使得能够从同一基因位点产生多种蛋白质同工型,从而为哺乳动物基因组中蛋白质多样性提供了主要来源。 RNA结合蛋白(RBP)与RNA结合,以控制剪接位点的选择,并定义在生成的成熟RNA转录物中包含哪些外显子。但是,根据RBP相对于剪接位点的结合位置,它们可以激活或抑制剪接位点的使用。为了探索这种位置特异性调节,将通过诸如交联和免疫沉淀(CLIP)等方法鉴定的体内结合位点与通过RNA-seq或微阵列鉴定的替代剪接事件整合在一起。合并这些数据集可以生成“剪接图”,其中相对于合并的元外显子的CLIP信号提供了结合对剪接调控的位置特定作用的简单总结。在这里,我们提供了RBP-Maps,这是一种软件工具,可简化这些地图的生成并使研究人员能够快速查询感兴趣的RBP的监管模式。此外,我们讨论了生成此类剪接图的各种替代方法,重点关注构建中的决策(例如使用峰对读密度,还是对单个核苷酸候选交联位置进行全读)如何影响这些图的解释使用来自ENCODE联盟分析的150个RBP中的示例eCLIP数据。

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