Integrating Transcriptome and Proteome Information for the Analysis of Alternative Splicing

J. E. Kroll, J. E. Souza, B. Stransky, G. D. Souza, S. J. Souza
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引用次数: 1

Abstract

Summary form only given. Alternative splicing events (AS) are among the most significant factors determining the complexity of multi-cellular organisms. Most, if not all, multi-exonic human genes undergo AS. Many AS events are involved in the etiology of cancer, among many other common human disorders. The emergence of next-generation sequencing offers a unique opportunity to explore the variability generated by AS in an exhaustive way. Furthermore, recent developments in new mass-spectometry platforms have allowed a deeper survey of the human proteome. Here, an analysis of intron retention, the most rare type of AS, was performed integrating transcriptome and proteome data. Intron retention events were evaluated in relation to several features, focusing on whether they had biological significance or whether they were just spurious products from the splicing machinery. For the transcriptome analysis, the following dataset was used: 30,678 RefSeqs, 258,444 mRNAs, 6,987,423 ESTs and 9,565,439 sequences derived from NGS. For the proteome analysis, data from Geiger et al., MCP, 2012 were used. We were able to detect an intron retention event for 48% of all human genes. Confirming a previous publication from our group [1], these events are enriched at the 3'and 5'untranslated regions (UTRs). Retained introns were significantly enriched with coding potential, which supports a biological role for these events. Furthermore, they were enriched for targets of microRNAs, suggesting a role of this type of AS in the regulation of expression induced by these non-coding RNAs. A significant number of events were detected at the proteome level. This information was integrated together with transcriptome data to further explore the role of intron retention in many biological phenomena.
整合转录组和蛋白质组信息分析选择性剪接
只提供摘要形式。选择性剪接事件(AS)是决定多细胞生物复杂性的最重要因素之一。大多数(如果不是全部的话)多外显子的人类基因都会经历AS。在许多其他常见的人类疾病中,许多AS事件与癌症的病因有关。下一代测序的出现提供了一个独特的机会,以详尽的方式探索由AS产生的变异性。此外,新的质谱平台的最新发展已经允许对人类蛋白质组进行更深入的调查。在这里,对最罕见的AS类型内含子保留进行分析,整合转录组和蛋白质组数据。内含子保留事件与几个特征有关,重点是它们是否具有生物学意义,或者它们是否只是剪接机制的虚假产物。转录组分析使用了以下数据集:30,678个RefSeqs, 258,444个mrna, 6,987,423个ESTs和9,565,439个来自NGS的序列。蛋白质组分析使用Geiger et al., MCP, 2012年的数据。我们能够检测到48%的人类基因的内含子保留事件。证实了我们小组[1]先前发表的一篇文章,这些事件在3'和5'非翻译区(utr)富集。保留的内含子显著富集了编码潜能,这支持了这些事件的生物学作用。此外,它们富含microrna的靶标,这表明这种类型的AS在这些非编码rna诱导的表达调控中起作用。在蛋白质组水平上检测到大量事件。这些信息与转录组数据相结合,进一步探索内含子保留在许多生物现象中的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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