Chang Tsung-Cheng, Mendell Joshua T
Department of Molecular Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Methods Mol Biol. 2018;1823:1-9. doi: 10.1007/978-1-4939-8624-8_1.
Proper control of microRNA (miRNA) expression is critical for normal development and physiology, while abnormal miRNA expression is a common feature of many diseases. Dissecting mechanisms of miRNA regulation, however, is complicated by the generally poor annotation of miRNA primary transcripts (pri-miRNAs). Although some miRNAs are processed from well-defined protein coding genes, the majority of pri-miRNAs are poorly characterized noncoding RNAs, with incomplete annotation of promoters, splice sites, and polyadenylation signals. Due to the efficiency of DROSHA processing, the abundance of pri-miRNAs is very low at steady state, thereby complicating the elucidation of pri-miRNA structures. Here we describe a strategy to enrich intact pri-miRNAs and improve their coverage in RNA sequencing (RNA-seq) experiments. In addition, we outline a computational approach for reconstruction of pri-miRNA structures. This pipeline begins with raw RNA-seq reads and concludes with publication-ready visualization of pri-miRNA annotations. Together, these approaches allow the user to define and explore miRNA gene structures in a cell-type or organism of interest.
对微小RNA(miRNA)表达的恰当调控对于正常发育和生理功能至关重要,而miRNA表达异常是许多疾病的一个常见特征。然而,由于miRNA初级转录本(pri-miRNA)通常注释不佳,剖析miRNA调控机制变得复杂。尽管一些miRNA是从明确的蛋白质编码基因加工而来,但大多数pri-miRNA是特征不明的非编码RNA,其启动子、剪接位点和聚腺苷酸化信号的注释不完整。由于DROSHA加工的效率,pri-miRNA在稳态时的丰度非常低,从而使pri-miRNA结构的阐明变得复杂。在此,我们描述了一种在RNA测序(RNA-seq)实验中富集完整pri-miRNA并提高其覆盖率的策略。此外,我们概述了一种用于重建pri-miRNA结构的计算方法。该流程从原始RNA-seq读数开始,以可用于发表的pri-miRNA注释可视化结束。总之,这些方法允许用户在感兴趣的细胞类型或生物体中定义和探索miRNA基因结构。