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Integrated analysis of miRNA and mRNA expression profiles in response to Cd exposure in rice seedlings

机译:水稻幼苗对Cd暴露响应的miRNA和mRNA表达谱的综合分析

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Background Independent transcriptome profile analyses of miRNAs or mRNAs under conditions of cadmium (Cd) stress have been widely reported in plants. However, a combined analysis of sRNA sequencing expression data with miRNA target expression data to infer the relative activities of miRNAs that regulate gene expression changes resulting from Cd stress has not been reported in rice. To elucidate the roles played by miRNAs in the regulation of changes in gene expression in response to Cd stress in rice (Oryza sativa L.), we simultaneously characterized changes in the miRNA and mRNA profiles following treatment with Cd. Results A total of 163 miRNAs and 2,574 mRNAs were identified to be differentially expressed under Cd stress, and the changes in the gene expression profile in the shoot were distinct from those in the root. At the miRNA level, 141 known miRNAs belonging to 48 families, and 39 known miRNAs in 23 families were identified to be differentially expressed in the root and shoot, respectively. In addition, we identified eight new miRNA candidates from the root and five from the shoot that were differentially expressed in response to Cd treatment. For the mRNAs, we identified 1,044 genes in the root and 448 genes in the shoot that were up-regulated, while 572 and 645 genes were down-regulated in the root and shoot, respectively. GO and KEGG enrichment analyses showed that genes encoding secondary, metabolite synthases, signaling molecules, and ABC transporters were significantly enriched in the root, while only ribosomal protein and carotenoid biosynthesis genes were significantly enriched in the shoot. Then 10 known miRNA-mRNA interaction pairs and six new candidate ones, that showed the opposite expression patterns, were identified by aligning our two datasets against online databases and by using the UEA sRNA toolkit respectively. Conclusions This study is the first to use high throughput DNA sequencing to simultaneously detect changes in miRNA and mRNA expression patterns in the root and shoot in response to Cd treatment. These integrated high-throughput expression data provide a valuable resource to examine global genome expression changes in response to Cd treatment and how these are regulated by miRNAs.
机译:背景技术已经广泛报道了植物在镉(Cd)胁迫条件下对miRNA或mRNA的独立转录组谱分析。但是,水稻中尚未报道将sRNA测序表达数据与miRNA靶表达数据进行组合分析以推断调控Cd胁迫导致基因表达变化的miRNA的相对活性。为了阐明miRNA在调节水稻响应Cd胁迫的基因表达变化中所起的作用,我们同时表征了用Cd处理后miRNA和mRNA谱的变化。结果在镉胁迫下共鉴定出163个miRNA和2,574个mRNA差异表达,且芽中基因表达谱的变化与根部不同。在miRNA水平上,鉴定出属于48个科的141个已知miRNA和属于23个科的39个已知miRNA在根和芽中分别差异表达。此外,我们从根部鉴定出了八个新的miRNA候选物,而从芽中鉴定出了五个新的miRNA候选物,这些候选物在对Cd处理的反应中差异表达。对于mRNA,我们在根和茎中分别鉴定了1,044个基因和芽中的448个基因上调,而在茎和根中分别鉴定了572和645个基因。 GO和KEGG富集分析表明,编码二级,代谢合成酶,信号分子和ABC转运蛋白的基因在根部显着富集,而仅核糖体蛋白和类胡萝卜素生物合成基因在芽中显着富集。然后,通过将我们的两个数据集与在线数据库进行比对,并分别使用UEA sRNA工具包,来识别10个已知的miRNA-mRNA相互作用对和六个新的候选表达对,它们显示出相反的表达模式。结论这项研究是第一个使用高通量DNA测序技术同时检测响应Cd的根和芽中miRNA和mRNA表达模式的变化的研究。这些整合的高通量表达数据提供了宝贵的资源,可用于检查响应Cd处理的全球基因组表达变化以及miRNA如何调节这些变化。

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