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通过高通量测序和生物信息学分析鉴定及表征细齿麒麟菜中的微小RNA

Identification and characterization of microRNAs in Eucheuma denticulatum by high-throughput sequencing and bioinformatics analysis.

作者信息

Gao Fan, Nan Fangru, Feng Jia, Lv Junping, Liu Qi, Xie Shulian

机构信息

a School of Life Science, Shanxi University , Taiyuan , PR China.

出版信息

RNA Biol. 2016;13(3):343-52. doi: 10.1080/15476286.2015.1125075. Epub 2015 Dec 30.

Abstract

Eucheuma denticulatum, an economically and industrially important red alga, is a valuable marine resource. Although microRNAs (miRNAs) play an essential role in gene post-transcriptional regulation, no research has been conducted to identify and characterize miRNAs in E. denticulatum. In this study, we identified 134 miRNAs (133 conserved miRNAs and one novel miRNA) from 2,997,135 small-RNA reads by high-throughput sequencing combined with bioinformatics analysis. BLAST searching against miRBase uncovered 126 potential miRNA families. A conservation and diversity analysis of predicted miRNA families in different plant species was performed by comparative alignment and homology searching. A total of 4 and 13 randomly selected miRNAs were respectively validated by northern blotting and stem-loop reverse transcription PCR, thereby demonstrating the reliability of the miRNA sequencing data. Altogether, 871 potential target genes were predicted using psRobot and TargetFinder. Target genes classification and enrichment were conducted based on Gene Ontology analysis. The functions of target gene products and associated metabolic pathways were predicted by Kyoto Encyclopedia of Genes and Genomes pathway analysis. A Cytoscape network was constructed to explore the interrelationships of miRNAs, miRNA-target genes and target genes. A large number of miRNAs with diverse target genes will play important roles for further understanding some essential biological processes in E. denticulatum. The uncovered information can serve as an important reference for the protection and utilization of this unique red alga in the future.

摘要

细齿麒麟菜是一种具有重要经济和工业价值的红藻,是一种宝贵的海洋资源。尽管微小RNA(miRNA)在基因转录后调控中发挥着重要作用,但尚未开展对细齿麒麟菜中miRNA进行鉴定和表征的研究。在本研究中,我们通过高通量测序结合生物信息学分析,从2,997,135条小RNA reads中鉴定出134个miRNA(133个保守miRNA和1个新miRNA)。针对miRBase进行BLAST搜索发现了126个潜在的miRNA家族。通过比较比对和同源性搜索对不同植物物种中预测的miRNA家族进行了保守性和多样性分析。分别通过Northern印迹和茎环逆转录PCR对总共4个和13个随机选择的miRNA进行了验证,从而证明了miRNA测序数据的可靠性。总共使用psRobot和TargetFinder预测了871个潜在的靶基因。基于基因本体分析对靶基因进行分类和富集。通过京都基因与基因组百科全书途径分析预测靶基因产物的功能和相关代谢途径。构建了一个Cytoscape网络以探索miRNA、miRNA靶基因和靶基因之间的相互关系。大量具有不同靶基因的miRNA对于进一步了解细齿麒麟菜中的一些重要生物学过程将发挥重要作用。所揭示的信息可为未来保护和利用这种独特的红藻提供重要参考。

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