Mazloomian Alborz, Meyer Irmtraud M
a Centre for High-Throughput Biology; Department of Computer Science and Department of Medical Genetics ; University of British Columbia ; Vancouver ; BC , Canada.
RNA Biol. 2015;12(12):1391-401. doi: 10.1080/15476286.2015.1107703.
RNA editing is a widespread mechanism that plays a crucial role in diversifying gene products. Its abundance and importance in regulating cellular processes were revealed using new sequencing technologies. The majority of these editing events, however, cannot be associated with regulatory mechanisms. We use tissue-specific high-throughput libraries of D. melanogaster to study RNA editing. We introduce an analysis pipeline that utilises large input data and explicitly captures ADAR's requirement for double-stranded regions. It combines probabilistic and deterministic filters and can identify RNA editing events with a low estimated false positive rate. Analyzing ten different tissue types, we predict 2879 editing sites and provide their detailed characterization. Our analysis pipeline accurately distinguishes genuine editing sites from SNPs and sequencing and mapping artifacts. Our editing sites are 3 times more likely to occur in exons with multiple splicing acceptor/donor sites than in exons with unique splice sites (p-value < 2.10(-15)). Furthermore, we identify 244 edited regions where RNA editing and alternative splicing are likely to influence each other. For 96 out of these 244 regions, we find evolutionary evidence for conserved RNA secondary-structures near splice sites suggesting a potential regulatory mechanism where RNA editing may alter splicing patterns via changes in local RNA structure.
RNA编辑是一种广泛存在的机制,在使基因产物多样化方面发挥着关键作用。利用新的测序技术揭示了其在调节细胞过程中的丰富性和重要性。然而,这些编辑事件中的大多数与调节机制无关。我们使用黑腹果蝇的组织特异性高通量文库来研究RNA编辑。我们引入了一种分析流程,该流程利用大量输入数据并明确捕捉ADAR对双链区域的要求。它结合了概率性和确定性过滤器,能够以较低的估计假阳性率识别RNA编辑事件。通过分析十种不同的组织类型,我们预测了2879个编辑位点并提供了它们的详细特征。我们的分析流程能够准确区分真正的编辑位点与单核苷酸多态性以及测序和映射伪像。我们的编辑位点出现在具有多个剪接受体/供体位点的外显子中的可能性比出现在具有独特剪接位点的外显子中的可能性高3倍(p值<2.10(-15))。此外,我们识别出244个编辑区域,其中RNA编辑和可变剪接可能相互影响。在这244个区域中的96个区域,我们发现了剪接位点附近保守RNA二级结构的进化证据,这表明存在一种潜在的调节机制,即RNA编辑可能通过局部RNA结构的变化改变剪接模式。