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miRNA-mRNA 与 miRNA-miRNA 相互作用的综合分析

Integrative analysis of miRNA-mRNA and miRNA-miRNA interactions.

作者信息

Guo Li, Zhao Yang, Yang Sheng, Zhang Hui, Chen Feng

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing 211166, China.

出版信息

Biomed Res Int. 2014;2014:907420. doi: 10.1155/2014/907420. Epub 2014 Feb 12.

Abstract

MicroRNAs (miRNAs) are small, noncoding regulatory molecules. They are involved in many essential biological processes and act by suppressing gene expression. The present work reports an integrative analysis of miRNA-mRNA and miRNA-miRNA interactions and their regulatory patterns using high-throughput miRNA and mRNA datasets. Aberrantly expressed miRNA and mRNA profiles were obtained based on fold change analysis, and qRT-PCR was used for further validation of deregulated miRNAs. miRNAs and target mRNAs were found to show various expression patterns. miRNA-miRNA interactions and clustered/homologous miRNAs were also found to contribute to the flexible and selective regulatory network. Interacting miRNAs (e.g., miRNA-103a and miR-103b) showed more pronounced differences in expression, which suggests the potential "restricted interaction" in the miRNA world. miRNAs from the same gene clusters (e.g., miR-23b gene cluster) or gene families (e.g., miR-10 gene family) always showed the same types of deregulation patterns, although they sometimes differed in expression levels. These clustered and homologous miRNAs may have close functional relationships, which may indicate collaborative interactions between miRNAs. The integrative analysis of miRNA-mRNA based on biological characteristics of miRNA will further enrich miRNA study.

摘要

微小RNA(miRNA)是一类小的非编码调节分子。它们参与许多重要的生物学过程,并通过抑制基因表达发挥作用。本研究报告了使用高通量miRNA和mRNA数据集对miRNA-mRNA和miRNA-miRNA相互作用及其调控模式进行的综合分析。基于倍数变化分析获得异常表达的miRNA和mRNA谱,并使用qRT-PCR对失调的miRNA进行进一步验证。发现miRNA与靶mRNA呈现出多种表达模式。还发现miRNA-miRNA相互作用以及成簇/同源miRNA有助于形成灵活且具有选择性的调控网络。相互作用的miRNA(例如,miRNA-103a和miR-103b)在表达上表现出更明显的差异,这表明在miRNA世界中存在潜在的“受限相互作用”。来自同一基因簇(例如,miR-23b基因簇)或基因家族(例如,miR-10基因家族)的miRNA总是呈现相同类型的失调模式,尽管它们有时在表达水平上有所不同。这些成簇和同源的miRNA可能具有密切的功能关系,这可能表明miRNA之间存在协同相互作用。基于miRNA生物学特性对miRNA-mRNA进行综合分析将进一步丰富miRNA研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4047/3945032/a9bb9a175918/BMRI2014-907420.001.jpg

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