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甘蔗对干旱胁迫响应的高通量miRNA深度测序

High-throughput miRNA deep sequencing in response to drought stress in sugarcane.

作者信息

Selvi Athiappan, Devi Kaliannan, Manimekalai Ramaswamy, Prathima Perumal Thirugnanasambandam, Valiyaparambth Rabisha, Lakshmi Kasirajan

机构信息

Biotechnology Section, Division of Crop Improvement, ICAR-Sugarcane Breeding Institute, Coimbatore, Tamil Nadu 641 007 India.

出版信息

3 Biotech. 2021 Jul;11(7):312. doi: 10.1007/s13205-021-02857-x. Epub 2021 Jun 4.

Abstract

UNLABELLED

Drought is a major factor which reduces cane growth and productivity. In the present study, we sequenced drought susceptible (V1) and drought tolerant (V2) sugarcane varieties using high-throughput miRNA deep sequencing method to study the regulation of gene expression by miRNAs during drought stress in sugarcane. A total of 1224 conserved miRNAs which belong to 89 miRNA families were identified and 38% of the differentially regulated miRNAs were common for both varieties. Additionally 435 novel miRNAs were also identified from four small RNA libraries. We identified 145 miRNAs that were differentially expressed in susceptible variety (V1-31) and 143 miRNAs differentially expressed in the tolerant variety (V2-31). Target prediction revealed that the genes mainly encoded transcription factors, proteins, phosphatase and kinases involved in signal transduction pathways, integral component of membrane and inorganic ion transport metabolism, enzymes involved in carbohydrate transport and metabolism and drought-stress-related proteins involved in defense mechanisms. Pathway analysis of targets revealed that "General function prediction only" was the most significant pathway observed in both tolerant and susceptible genotypes followed by "signal transduction mechanisms". Functional annotation of the transcripts revealed genes like calcium-dependent protein kinase, respiratory burst oxidase, caffeic acid 3-O-methyltransferase, peroxidase, calmodulin, glutathione S-transferase and transcription factors like MYB, WRKY that are involved in drought tolerant pathways. qRT-PCR was used to verify the expression levels of miRNAs and their potential targets obtained from RNA sequencing results.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s13205-021-02857-x.

摘要

未标注

干旱是降低甘蔗生长和生产力的主要因素。在本研究中,我们使用高通量miRNA深度测序方法对干旱敏感型(V1)和耐旱型(V2)甘蔗品种进行测序,以研究miRNA在甘蔗干旱胁迫期间对基因表达的调控。共鉴定出属于89个miRNA家族的1224个保守miRNA,两个品种中38%的差异调节miRNA是相同的。此外,还从四个小RNA文库中鉴定出435个新的miRNA。我们鉴定出在敏感品种(V1 - 31)中差异表达的145个miRNA和在耐旱品种(V2 - 31)中差异表达的143个miRNA。靶标预测显示,这些基因主要编码参与信号转导途径的转录因子、蛋白质、磷酸酶和激酶、膜的整合成分和无机离子转运代谢、参与碳水化合物运输和代谢的酶以及参与防御机制的干旱胁迫相关蛋白。对靶标的通路分析表明,“仅一般功能预测”是在耐旱和敏感基因型中观察到的最显著通路,其次是“信号转导机制”。转录本的功能注释揭示了参与耐旱途径的基因,如钙依赖性蛋白激酶、呼吸爆发氧化酶、咖啡酸3 - O - 甲基转移酶、过氧化物酶、钙调蛋白、谷胱甘肽S - 转移酶以及转录因子如MYB、WRKY。使用qRT - PCR验证了从RNA测序结果中获得的miRNA及其潜在靶标的表达水平。

补充信息

在线版本包含可在10.1007/s13205 - 021 - 02857 - x获取的补充材料。

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