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Thousands of exon skipping events differentiate among splicing patterns in sixteen human tissues

机译:成千上万的外显子跳跃事件在16种人体组织中的剪接模式之间有所区别

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摘要

Alternative splicing is widely recognized for its roles in regulating genes and creating gene diversity. However, despite many efforts, the repertoire of gene splicing variation is still incompletely characterized, even in humans. Here we describe a new computational system, ASprofile, and its application to RNA-seq data from Illumina’s Human Body Map project (>2.5 billion reads).  Using the system, we identified putative alternative splicing events in 16 different human tissues, which provide a dynamic picture of splicing variation across the tissues. We detected 26,989 potential exon skipping events representing differences in splicing patterns among the tissues. A large proportion of the events (>60%) were novel, involving new exons (~3000), new introns (~16000), or both. When tracing these events across the sixteen tissues, only a small number (4-7%) appeared to be differentially expressed (‘switched’) between two tissues, while 30-45% showed little variation, and the remaining 50-65% were not present in one or both tissues compared.  Novel exon skipping events appeared to be slightly less variable than known events, but were more tissue-specific. Our study represents the first effort to build a comprehensive catalog of alternative splicing in normal human tissues from RNA-seq data, while providing insights into the role of alternative splicing in shaping tissue transcriptome differences. The catalog of events and the ASprofile software are freely available from the Zenodo repository( ; doi: ) and from our web site .
机译:选择性剪接因其在调节基因和创造基因多样性中的作用而被广泛认可。但是,尽管付出了许多努力,但即使在人类中,基因剪接变异的全部功能仍然不完整。在这里,我们描述了一种新的计算系统ASprofile,并将其应用于Illumina人体图谱项目(读数超过25亿)的RNA序列数据。使用该系统,我们在16种不同的人体组织中确定了假定的选择性剪接事件,这些事件提供了跨组织剪接变化的动态图片。我们检测到26,989个潜在的外显子跳跃事件,代表组织之间的剪接模式差异。这些事件中有很大一部分(> 60%)是新颖的,涉及新的外显子(〜3000),新的内含子(〜16000)或两者。在16个组织中追踪这些事件时,在两个组织之间似乎只有少量(4-7%)差异表达(“切换”),而30-45%的差异很小,其余50-65%的差异则很小。不存在于一个或两个组织中。新型外显子跳跃事件似乎比已知事件的变异性稍小,但更具组织特异性。我们的研究代表了首次尝试根据RNA-seq数据建立正常人类组织中替代剪接的综合目录,同时提供了对替代剪接在塑造组织转录组差异中的作用的深刻见解。可从Zenodo存储库(; doi :)和我们的网站免费获得事件目录和ASprofile软件。

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