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对小RNA测序数据的综合分析表明,miRNA与其isomiRs的组合提高了拟南芥中靶标预测的准确性。

Comprehensive analysis of small RNA-seq data reveals that combination of miRNA with its isomiRs increase the accuracy of target prediction in Arabidopsis thaliana.

作者信息

Ahmed Firoz, Senthil-Kumar Muthappa, Lee Seonghee, Dai Xinbin, Mysore Kirankumar S, Zhao Patrick Xuechun

机构信息

a Plant Biology Division; Samuel Roberts Noble Foundation ; Ardmore , OK USA.

出版信息

RNA Biol. 2014;11(11):1414-29. doi: 10.1080/15476286.2014.996474.

Abstract

Along with the canonical miRNA, distinct miRNA-like sequences called sibling miRNAs (sib-miRs) are generated from the same pre-miRNA. Among them, isomeric sequences featuring slight variations at the terminals, relative to the canonical miRNA, constitute a pool of isomeric sibling miRNAs (isomiRs). Despite the high prevalence of isomiRs in eukaryotes, their features and relevance remain elusive. In this study, we performed a comprehensive analysis of mature precursor miRNA (pre-miRNA) sequences from Arabidopsis to understand their features and regulatory targets. The influence of isomiR terminal heterogeneity in target binding was examined comprehensively. Our comprehensive analyses suggested a novel computational strategy that utilizes miRNA and its isomiRs to enhance the accuracy of their regulatory target prediction in Arabidopsis. A few targets are shared by several members of isomiRs; however, this phenomenon was not typical. Gene Ontology (GO) enrichment analysis showed that commonly targeted mRNAs were enriched for certain GO terms. Moreover, comparison of these commonly targeted genes with validated targets from published data demonstrated that the validated targets are bound by most isomiRs and not only the canonical miRNA. Furthermore, the biological role of isomiRs in target cleavage was supported by degradome data. Incorporating this finding, we predicted potential target genes of several miRNAs and confirmed them by experimental assays. This study proposes a novel strategy to improve the accuracy of predicting miRNA targets through combined use of miRNA with its isomiRs.

摘要

除了典型的微小RNA(miRNA)外,从同一前体miRNA还会产生称为同胞miRNA(sib-miRs)的不同miRNA样序列。其中,相对于典型miRNA在末端具有轻微变化的异构体序列构成了异构体同胞miRNA(isomiRs)库。尽管isomiRs在真核生物中普遍存在,但其特征和相关性仍不清楚。在本研究中,我们对拟南芥成熟前体miRNA(pre-miRNA)序列进行了全面分析,以了解其特征和调控靶点。全面研究了isomiR末端异质性对靶点结合的影响。我们的全面分析提出了一种新的计算策略,该策略利用miRNA及其isomiRs提高拟南芥中调控靶点预测的准确性。一些靶点由多个isomiR成员共享;然而,这种现象并不常见。基因本体(GO)富集分析表明,常见的靶向mRNA在某些GO术语上富集。此外,将这些常见的靶向基因与已发表数据中的验证靶点进行比较表明,验证靶点不仅被典型miRNA结合,还被大多数isomiR结合。此外,降解组数据支持了isomiRs在靶点切割中的生物学作用。结合这一发现,我们预测了几种miRNA的潜在靶基因,并通过实验分析进行了验证。本研究提出了一种通过将miRNA与其isomiRs结合使用来提高miRNA靶点预测准确性的新策略。

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