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通过高通量测序鉴定豌豆(L.)叶片中保守和新型微小RNA及其靶标

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

作者信息

Khan Qurshid Hasan

机构信息

Department of Plant Sciences, University of Hyderabad, Hyderabad, Telangana, India.

出版信息

Bioinform Biol Insights. 2023 Mar 31;17:11779322231162777. doi: 10.1177/11779322231162777. eCollection 2023.

DOI:10.1177/11779322231162777
PMID:37020501
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10068972/
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 ( 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.

摘要

微小RNA(miRNA)是一类单链、内源性、非编码的RNA,由20 - 24个核苷酸组成,在转录后基因调控中发挥着重要作用。各种保守的和新发现的miRNA已得到表征,尤其是在基因组特征明确的植物物种中;然而,关于豌豆(L.)等经济重要植物中miRNA的信息有限。在本研究中,我通过分析下一代测序(NGS)数据,在豌豆植株叶片样本中鉴定了保守的和新的miRNA及其靶标。对从NGS获得的原始数据进行处理,保留了138万个高质量非冗余读段用于分析,如此大量的读段表明豌豆叶片中存在大量且多样的小RNA群体。在分析深度测序数据后,在豌豆叶片样本中鉴定出255个保守miRNA和11个新miRNA。利用psRNATarget工具预测了保守和新miRNA的靶标。此外,使用blast2Go软件对miRNA靶标进行功能注释,并预测靶基因产物。将miRNA靶基因产物与GO_ID(基因本体标识符)一起分类为生物过程、细胞成分和分子功能。本研究获得的信息将提供基因组资源,有助于理解豌豆中miRNA介导的转录后基因调控。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/0b8222e7067a/10.1177_11779322231162777-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/1ee334182072/10.1177_11779322231162777-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/bcf3290aa416/10.1177_11779322231162777-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/a8abf154f884/10.1177_11779322231162777-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/0b8222e7067a/10.1177_11779322231162777-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/1ee334182072/10.1177_11779322231162777-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/bcf3290aa416/10.1177_11779322231162777-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/a8abf154f884/10.1177_11779322231162777-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f19/10068972/0b8222e7067a/10.1177_11779322231162777-fig4.jpg

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