鉴定调控芸苔属植物种子性状的 lncRNAs 并开发综合性种子 omics 数据库

IF 3.9 4区 生物学 Q1 GENETICS & HEREDITY
Pinky Yadav, Prachi Priyam, Garima Yadav, Abhinandan Yadav, Rubi Jain, Satyam Sunderam, Manoj Kumar Sharma, Inderjeet Kaur, Namrata Dhaka
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引用次数: 0

摘要

芸苔属植物是一种重要的油料作物,其种子是食用油的来源,具有很高的经济价值。为了了解长非编码 RNA(lncRNA)在种子发育调控中的作用,我们利用两种不同基因型甘蓝型油菜(Pusajaikisan (PJK)和 Early Heera 2 (EH2))种子发育的转录组数据进行了计算分析。种子在授粉后 15 天、30 天和 45 天三个阶段采样。我们鉴定了 1,539 个 lncRNA,其中 809 个有差异表达。我们还对种子 lncRNA 组进行了广泛的表征和功能分析。我们使用 k-means 聚类分析了表达模式,并使用通路、转录因子、GO 富集以及直向同源物信息分析了目标。我们筛选出了25个与种子大小、含油量和种皮颜色相关的稳健lncRNA候选基因。我们还发现 4 个 lncRNA 是调控种子发育的 miRNA 的假定前体。此外,我们还发现了 28 个调控种子性状的 miRNA-lncRNA-mRNA 调控网络。我们还开发了一个综合数据库(BrassIca juncea 数据库或 "BIJ" (https://bij.cuh.ac.in/)),该数据库以易于访问的形式提供了种子omics以及其他功能基因组学和遗传学数据。这些候选 lncRNA 适合通过分子育种纳入作物改良计划,也适合未来通过基因组编辑进行验证。对这些候选 lncRNA 的了解和 BIJ 数据库的可用性将共同促进杜仲的作物改良工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of lncRNAs regulating seed traits in Brassica juncea and development of a comprehensive seed omics database

Brassica juncea is a crucial oilseed crop, and its seeds possess high economic value as they are a source of edible oil. In order to understand the role of long non coding RNAs (lncRNAs) in the regulation of seed development, we carried out computational analysis using transcriptome data of developing seeds of two contrasting genotypes of B. juncea, Pusajaikisan (PJK) and Early Heera 2 (EH2). The seeds were sampled at three stages, 15, 30, and 45 days after pollination. We identified 1,539 lncRNAs, of which 809 were differentially expressed. We also carried out extensive characterization and functional analysis of seed lncRNAome. The expression patterns were analysed using k-means clustering, and the targets were analysed using pathway, transcription factor, and GO enrichment, as well as ortholog information. We shortlisted a total of 25 robust lncRNA candidates for seed size, oil content, and seed coat color. We also identified 4 lncRNAs as putative precursors of miRNAs regulating seed development. Moreover, a total of 28 miRNA-lncRNA-mRNA regulatory networks regulating seed traits were identified. We also developed a comprehensive database, (BrassIca juncea database or “BIJ” (https://bij.cuh.ac.in/), which provides seed omics as well as other functional genomics and genetics data in an easily accessible form. These candidate lncRNAs are suitable for including in crop improvement programs through molecular breeding, as well as for future validations through genome editing. Together, the knowledge of these candidate lncRNAs and availability of BIJ database shall leverage the crop improvement efforts in B. juncea.

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来源期刊
CiteScore
3.50
自引率
3.40%
发文量
92
审稿时长
2 months
期刊介绍: Functional & Integrative Genomics is devoted to large-scale studies of genomes and their functions, including systems analyses of biological processes. The journal will provide the research community an integrated platform where researchers can share, review and discuss their findings on important biological questions that will ultimately enable us to answer the fundamental question: How do genomes work?
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