Identification of Conserved and Novel MicroRNAs with their Targets in Garden Pea (Pisum Sativum L.) Leaves by High-Throughput Sequencing.

IF 2.3 Q3 BIOCHEMICAL RESEARCH METHODS
Qurshid Hasan Khan
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Abstract

MicroRNAs (miRNAs) are single-stranded, endogenous, non-coding RNAs of 20-24 nucleotides that play a significant role in post-transcriptional gene regulation. Various conserved and novel miRNAs have been characterized, especially from the plant species whose genomes were well-characterized; however, information on miRNA in economically important plants such as pea (Pisum sativum L.) is limited. In this study, I have identified conserved and novel miRNA in garden pea plant leaves samples along with their targets by analyzing the next generation sequencing (NGS) data. The raw data obtained from NGS were processed and 1.38 million high-quality non-redundant reads were retained for analysis, this tremendous quantity of reads indicates a large and diverse small RNA population in pea leaves. After analyzing the deep sequencing data, 255 conserved and 11 novel miRNAs were identified in the garden pea leaves sample. Utilizing psRNATarget tool, the miRNA targets of conserved and novel miRNA were predicted. Further, the functional annotation of the miRNA targets were performed using blast2Go software and the target gene products were predicted. The miRNA target gene products along with GO_ID (Gene Ontology Identifier) were categorized into biological processes, cellular components, and molecular functions. The information obtained from this study will provide genomic resources that will help in understanding miRNA-mediated post-transcriptional gene regulation in garden peas.

Abstract Image

Abstract Image

Abstract Image

豌豆中保守和新型microrna及其靶点的鉴定叶片高通量测序。
MicroRNAs (miRNAs)是一种单链、内源性的非编码rna,长度为20-24个核苷酸,在转录后基因调控中发挥重要作用。各种保守的和新颖的mirna已经被鉴定,特别是来自基因组已被充分鉴定的植物物种;然而,对具有重要经济意义的植物如豌豆(Pisum sativum L.)的miRNA信息有限。在这项研究中,我通过分析下一代测序(NGS)数据,在豌豆植物叶片样品及其靶标中鉴定出保守的和新的miRNA。对NGS获得的原始数据进行处理,保留了138万个高质量的非冗余reads用于分析,这一庞大的reads数量表明豌豆叶片中存在大量多样的小RNA群体。通过对深测序数据的分析,在豌豆叶片样品中鉴定出255个保守的mirna和11个新的mirna。利用psrnatarte工具,对保守miRNA和新miRNA的靶点进行预测。此外,使用blast2Go软件对miRNA靶点进行功能注释,并预测靶基因产物。miRNA靶基因产物连同GO_ID(基因本体标识符)被分类为生物过程、细胞组分和分子功能。本研究获得的信息将为了解豌豆mirna介导的转录后基因调控提供基因组资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Bioinformatics and Biology Insights
Bioinformatics and Biology Insights BIOCHEMICAL RESEARCH METHODS-
CiteScore
6.80
自引率
1.70%
发文量
36
审稿时长
8 weeks
期刊介绍: Bioinformatics and Biology Insights is an open access, peer-reviewed journal that considers articles on bioinformatics methods and their applications which must pertain to biological insights. All papers should be easily amenable to biologists and as such help bridge the gap between theories and applications.
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