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藏红花(Crocus sativus L. 柱头)中miRNA及其靶基因的计算机鉴定与基因共表达网络分析

In silico identification of miRNAs and their target genes and analysis of gene co-expression network in saffron ( L. stigma.

作者信息

Zinati Zahra, Shamloo-Dashtpagerdi Roohollah, Behpouri Ali

机构信息

Agroecology Department, College of Agriculture and Natural Resources of Darab, Shiraz University, Iran.

Crop Production and Plant Breeding Department, College of Agriculture, Shiraz University, Iran.

出版信息

Mol Biol Res Commun. 2016 Dec;5(4):233-246.

Abstract

As an aromatic and colorful plant of substantive taste, saffron ( L.) owes such properties of matter to growing class of the secondary metabolites derived from the carotenoids, apocarotenoids. Regarding the critical role of microRNAs in secondary metabolic synthesis and the limited number of identified miRNAs in , on the other hand, one may see the point how the characterization of miRNAs along with the corresponding target genes in might expand our perspectives on the roles of miRNAs in carotenoid/apocarotenoid biosynthetic pathway. A computational analysis was used to identify miRNAs and their targets using EST (Expressed Sequence Tag) library from mature saffron stigmas. Then, a gene co- expression network was constructed to identify genes which are potentially involved in carotenoid/apocarotenoid biosynthetic pathways. EST analysis led to the identification of two putative miRNAs (miR414 and miR837-5p) along with the corresponding stem- looped precursors. To our knowledge, this is the first report on miR414 and miR837-5p in . Co-expression network analysis indicated that miR414 and miR837-5p may play roles in metabolic pathways and led to identification of candidate genes including six transcription factors and one protein kinase probably involved in carotenoid/apocarotenoid biosynthetic pathway. Presence of transcription factors, miRNAs and protein kinase in the network indicated multiple layers of regulation in saffron stigma. The candidate genes from this study may help unraveling regulatory networks underlying the carotenoid/apocarotenoid biosynthesis in saffron and designing metabolic engineering for enhanced secondary metabolites.

摘要

藏红花(Crocus sativus L.)作为一种具有浓郁香气、色彩鲜艳且味道浓郁的植物,其这些物质特性归因于源自类胡萝卜素、阿朴类胡萝卜素的次生代谢产物的不断增长类别。另一方面,鉴于微小RNA在次生代谢合成中的关键作用以及藏红花中已鉴定出的微小RNA数量有限,人们可能会明白,对藏红花中微小RNA及其相应靶基因的表征如何能扩展我们对微小RNA在类胡萝卜素/阿朴类胡萝卜素生物合成途径中作用的认识。本研究利用来自成熟藏红花柱头的EST(表达序列标签)文库,通过计算分析来鉴定微小RNA及其靶标。然后,构建了一个基因共表达网络,以鉴定可能参与类胡萝卜素/阿朴类胡萝卜素生物合成途径的基因。EST分析鉴定出两个假定的微小RNA(miR414和miR837 - 5p)以及相应的茎环前体序列。据我们所知,这是关于藏红花中miR414和miR837 - 5p的首次报道。共表达网络分析表明,miR414和miR837 - 5p可能在藏红花代谢途径中发挥作用,并鉴定出了包括六个转录因子和一个蛋白激酶在内的可能参与类胡萝卜素/阿朴类胡萝卜素生物合成途径的候选基因。网络中存在转录因子(TFs)、微小RNA和蛋白激酶,表明藏红花柱头存在多层调控。本研究中的候选基因可能有助于揭示藏红花中类胡萝卜素/阿朴类胡萝卜素生物合成的调控网络,并为增强次生代谢产物设计代谢工程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b53/5326487/3903ea40ac20/mbrc-5-233-g001.jpg

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