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拟南芥低温驯化过程中小 RNA 的鉴定。

Identification of small RNAs during cold acclimation in Arabidopsis thaliana.

机构信息

Department of Biology I, Plant Molecular Cell Biology, Ludwig-Maximilians-Universität München, LMU Biocenter, Großhaderner Str. 2-4, 82152, Planegg-Martinsried, Germany.

Computational Systems Biology, Technische Universität Kaiserslautern, Paul-Ehrlich-Straße 23, 67663, Kaiserslautern, Germany.

出版信息

BMC Plant Biol. 2020 Jun 29;20(1):298. doi: 10.1186/s12870-020-02511-3.

Abstract

BACKGROUND

Cold stress causes dynamic changes in gene expression that are partially caused by small non-coding RNAs since they regulate protein coding transcripts and act in epigenetic gene silencing pathways. Thus, a detailed analysis of transcriptional changes of small RNAs (sRNAs) belonging to all known sRNA classes such as microRNAs (miRNA) and small interfering RNA (siRNAs) in response to cold contributes to an understanding of cold-related transcriptome changes.

RESULT

We subjected A. thaliana plants to cold acclimation conditions (4 °C) and analyzed the sRNA transcriptomes after 3 h, 6 h and 2 d. We found 93 cold responsive differentially expressed miRNAs and only 14 of these were previously shown to be cold responsive. We performed miRNA target prediction for all differentially expressed miRNAs and a GO analysis revealed the overrepresentation of miRNA-targeted transcripts that code for proteins acting in transcriptional regulation. We also identified a large number of differentially expressed cis- and trans-nat-siRNAs, as well as sRNAs that are derived from long non-coding RNAs. By combining the results of sRNA and mRNA profiling with miRNA target predictions and publicly available information on transcription factors, we reconstructed a cold-specific, miRNA and transcription factor dependent gene regulatory network. We verified the validity of links in the network by testing its ability to predict target gene expression under cold acclimation.

CONCLUSION

In A. thaliana, miRNAs and sRNAs derived from cis- and trans-NAT gene pairs and sRNAs derived from lncRNAs play an important role in regulating gene expression in cold acclimation conditions. This study provides a fundamental database to deepen our knowledge and understanding of regulatory networks in cold acclimation.

摘要

背景

冷应激导致基因表达的动态变化,部分原因是小非编码 RNA,因为它们调节蛋白质编码转录本,并作用于表观遗传基因沉默途径。因此,详细分析属于所有已知小 RNA 类别的小 RNA(sRNA)的转录变化,如 microRNA(miRNA)和小干扰 RNA(siRNA),对理解与冷相关的转录组变化有帮助。

结果

我们将拟南芥植物置于冷驯化条件(4°C)下,在 3 小时、6 小时和 2 天后分析 sRNA 转录组。我们发现了 93 个冷响应差异表达的 miRNA,其中只有 14 个之前被证明是冷响应的。我们对所有差异表达的 miRNA 进行了 miRNA 靶标预测,GO 分析显示 miRNA 靶标转录本的过度表达,这些转录本编码作用于转录调控的蛋白质。我们还鉴定了大量差异表达的 cis-和 trans-NAT-siRNAs,以及来自长非编码 RNA 的 sRNAs。通过将 sRNA 和 mRNA 谱分析与 miRNA 靶标预测以及公开的转录因子信息相结合,我们重建了一个冷特异性的、miRNA 和转录因子依赖的基因调控网络。我们通过测试其在冷驯化下预测靶基因表达的能力来验证网络中连接的有效性。

结论

在拟南芥中,miRNA 和来自 cis-和 trans-NAT 基因对的 sRNA 以及来自 lncRNA 的 sRNA 在冷驯化条件下调节基因表达中起着重要作用。本研究提供了一个基本的数据库,以加深我们对冷驯化调节网络的知识和理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ac8/7325139/a51ee07fe3e1/12870_2020_2511_Fig1_HTML.jpg

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