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Identification of Cassava MicroRNAs under Abiotic Stress

机译:非生物胁迫下木薯微RNA的鉴定

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The study of microRNAs (miRNAs) in plants has gained significant attention in recent years due to their regulatory role during development and in response to biotic and abiotic stresses. Although cassava (Manihot esculentaCrantz) is tolerant to drought and other adverse conditions, most cassava miRNAs have been predicted using bioinformatics alone or through sequencing of plants challenged by biotic stress. Here, we use high-throughput sequencing and different bioinformatics methods to identify potential cassava miRNAs expressed in different tissues subject to heat and drought conditions. We identified 60 miRNAs conserved in other plant species and 821 potential cassava-specific miRNAs. We also predicted 134 and 1002 potential target genes for these two sets of sequences. Using real time PCR, we verified the condition-specific expression of 5 cassava small RNAs relative to a non-stress control. We also found, using publicly available expression data, a significantly lower expression of the predicted target genes of conserved and nonconserved miRNAs under drought stress compared to other cassava genes. Gene Ontology enrichment analysis along with condition specific expression of predicted miRNA targets, allowed us to identify several interesting miRNAs which may play a role in stress-induced posttranscriptional regulation in cassava and other plants.
机译:近年来,由于其在发育过程中的调控作用以及对生物和非生物胁迫的响应,对植物中的microRNA(miRNA)的研究受到了广泛关注。尽管木薯(Manihot esculentaCrantz)可以耐受干旱和其他不利条件,但大多数木薯miRNA已被预测单独使用生物信息学或通过对受生物胁迫挑战的植物进行测序。在这里,我们使用高通量测序和不同的生物信息学方法来鉴定在受热和干旱条件影响的不同组织中表达的潜在木薯miRNA。我们鉴定出其他植物物种中保守的60个miRNA和821个潜在的木薯特异性miRNA。我们还预测了这两组序列的134和1002个潜在靶基因。使用实时PCR,我们验证了5种木薯小RNA相对于非应激对照的条件特异性表达。我们还发现,使用公开可用的表达数据,与其他木薯基因相比,干旱胁迫下保守和非保守miRNA的预测靶基因表达明显降低。基因本体论富集分析以及预测的miRNA靶标的条件特异性表达,使我们能够鉴定出几种有趣的miRNA,它们可能在木薯和其他植物的胁迫诱导的转录后调控中发挥作用。

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