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Identification and expression profiling of miRNAs in two color variants of carrot (Daucus carota L.) using deep sequencing

机译:使用深度测序鉴定胡萝卜(Daucus carota L.)两种颜色变体中的miRNA并进行表达谱分析

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摘要

microRNAs represent small endogenous RNAs which are known to play a crucial role in various plant metabolic processes. Carrot being an important vegetable crop, represents one of the richest sources of carotenoids and anthocyanins. Most of the studies on microRNAs have been conducted in the aerial parts of the plants. However, carrot has the rare distinction of storing these compounds in roots. Therefore, carrot represents a good model system to unveil the regulatory roles of miRNAs in the underground edible part of the plant. For the first time, we report the genome wide identification and expression profiling of miRNAs in two contrasting color variants of carrot namely Orange Red and Purple Black using RNA-seq. Illumina sequencing resulted in the generation of 25.5M and 18.9M reads in Orange Red and Purple Black libraries, respectively. In total, 144 and 98 (read count >10), conserved microRNAs and 36 and 66 novel microRNAs were identified in Orange Red and Purple Black, respectively. Functional categorization and differential gene expression revealed the presence of several miRNA genes targeting various secondary metabolic pathways including carotenoid and anthocyanin biosynthetic pathways in the two libraries. 11 known and 2 novel microRNAs were further validated using Stem-Loop PCR and qRT-PCR. Also, target validation was performed for selected miRNA genes using RLM-RACE approach. The present work has laid a foundation towards understanding of various metabolic processes, particularly the color development in carrot. This information can be further employed in targeted gene expression for increasing the carotenoid and anthocyanin content in crop plants.
机译:microRNA代表内源性小RNA,已知在各种植物代谢过程中起关键作用。胡萝卜是重要的蔬菜作物,是类胡萝卜素和花色苷最丰富的来源之一。关于microRNA的大多数研究都是在植物的地上部分进行的。但是,胡萝卜具有在根部储存这些化合物的罕见区别。因此,胡萝卜代表了一个很好的模型系统,可以揭示miRNA在植物地下可食用部分中的调控作用。首次,我们报道了使用RNA-seq在两种对比色的胡萝卜(橙红色和紫黑色)中对miRNA进行全基因组范围的鉴定和表达谱分析。 Illumina测序分别在橘红色和紫色黑色文库中产生25.5M和18.9M读段。总共在橙红色和紫黑色中分别鉴定了144和98(读取计数> 10)保守的microRNA,以及36和66个新颖的microRNA。功能分类和差异基因表达揭示了在两个文库中靶向多种次级代谢途径(包括类胡萝卜素和花色素苷生物合成途径)的几个miRNA基因的存在。使用Stem-Loop PCR和qRT-PCR进一步验证了11种已知和2种新颖的microRNA。此外,使用RLM-RACE方法对选定的miRNA基因进行了靶标验证。目前的工作为理解各种代谢过程奠定了基础,尤其是胡萝卜的显色性。该信息可进一步用于靶向基因表达,以增加农作物中类胡萝卜素和花青素的含量。

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