珍珠粟内务基因、组织特异性基因及发育阶段动态调控的综合分析。

IF 3.7 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY BMC Genomics Pub Date : 2024-12-18 DOI:10.1186/s12864-024-11114-3
Wei Luo, Min Sun, Ailing Zhang, Chuang Lin, Yarong Jin, Xiaoshan Wang, Linkai Huang
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引用次数: 0

摘要

背景:珍珠粟(Pennisetum glaucum, L.)是一种重要的谷类作物,主要种植在亚洲和非洲的干旱和半干旱地区。它是数百万人的主食,同时也被用作饲料和能源作物。这种作物对高温和干旱的耐受性,加上其高生物量,使其成为气候适应型农业的有希望的候选者。详细了解其在不同组织和发育阶段的基因表达模式对提高其产量和品质至关重要。本研究旨在通过RNA-seq鉴定珍珠粟的内务基因(HKGs)和组织特异性基因(TSGs)来填补这一知识空白。结果:我们分析了珍珠粟种子、胚芽、胚根、叶片、根、分蘖组织、茎、穗和籽粒等9个组织在8个发育阶段的RNA-seq数据,揭示了一个全面的基因表达谱。我们鉴定出461个在所有组织和阶段稳定表达的HKGs,为RT-qPCR提供了强有力的内部参考。此外,还发现了8091个tsg,其中许多在穗、茎和叶等组织中表现出独特的表达模式。利用GO和KEGG途径对这些基因进行功能富集分析,突出了它们在关键生物学过程和途径中的作用,表明它们在作物性状增强方面的潜力。在茎和叶组织中构建的蛋白质-蛋白质相互作用网络进一步阐明了从营养生长阶段向生殖生长阶段过渡的调控机制。结论:本研究揭示了珍珠谷子转录组的详细图谱,确定了一组对珍珠谷子生长发育的分子基础至关重要的HKGs和TSGs。本研究为探索珍珠粟植物生长发育的基因功能提供了有价值的转录归一化选择和关键靶点。从这项工作中获得的见解有助于提高珍珠粟生产力的育种计划,从而为粮食和能源安全做出贡献。
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Comprehensive analysis of housekeeping genes, tissue-specific genes, and dynamic regulation across developmental stages in pearl millet.

Background: Pearl millet (Pennisetum glaucum (L.) R. Br.) is a vital cereal crop, predominantly cultivated in arid and semi-arid regions of Asia and Africa. It serves as a staple food for millions, while also being utilized as forage and an energy crop. The crop's resistance to heat and drought, coupled with its high biomass, positions it as a promising candidate for climate-resilient agriculture. A detailed understanding of its gene expression patterns across various tissues and developmental stages is essential for enhancing its yield and quality. This study aims to fill this knowledge gap by employing RNA-seq to identify housekeeping genes (HKGs) and tissue-specific genes (TSGs) in pearl millet.

Results: Our analysis of RNA-seq data from nine tissues (seed, germ, radicle, leaf, root, tillering tissue, stem, spike, and grain) across eight developmental stages in pearl millet accession Tifleaf3 revealed a comprehensive gene expression profile. We identified 461 HKGs that exhibited stable expression across all tissues and stages, providing robust internal references for RT-qPCR. Additionally, 8091 TSGs were discovered, many of which showed distinctive expression patterns in tissues such as spike, stem, and leaf. Functional enrichment analysis of these genes using GO and KEGG pathways highlighted their roles in key biological processes and pathways, indicating their potential in crop trait enhancement. Protein-protein interaction networks constructed for stem and leaf tissues further illuminated the regulatory mechanisms underlying the transition from vegetative to reproductive growth stages.

Conclusion: This study presents a detailed transcriptomic landscape of pearl millet, identifying a set of HKGs and TSGs that are crucial for understanding the molecular basis of its growth and development. We provided valuable options for transcript normalization and crucial targets for exploring gene function for the plant growth and development in pearl millet. The insights gained from this work are instrumental for breeding programs aimed at enhancing the productivity of pearl millet, thereby contributing to food and energy security.

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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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