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叶片转录组特征揭示油棕体细胞胚胎发生潜力。

Leaf transcriptomic signatures for somatic embryogenesis potential of Elaeis guineensis.

机构信息

Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, 6 Persiaran Institusi, 43000, Kajang, Selangor, Malaysia.

United Plantations Bhd., Jenderata Estate, 36009, Teluk Intan, Perak, Malaysia.

出版信息

Plant Cell Rep. 2021 Jul;40(7):1141-1154. doi: 10.1007/s00299-021-02698-1. Epub 2021 Apr 30.

Abstract

Potentially embryogenic oil palms can be identified through leaf transcriptomic signatures. Differential expression of genes involved in flowering time, and stress and light responses may associate with somatic embryogenesis potential. Clonal propagation is an attractive approach for the mass propagation of high yielding oil palms. A major issue hampering the effectiveness of oil palm tissue culture is the low somatic embryogenesis rate. Previous studies have identified numerous genes involved in oil palm somatic embryogenesis, but their association with embryogenic potential has not been determined. In this study, differential expression analysis of leaf transcriptomes from embryogenic and non-embryogenic mother palms revealed that transcriptome profiles from non- and poor embryogenic mother palms were more similar than highly embryogenic palms. A total of 171 genes exhibiting differential expression in non- and low embryogenesis groups could also discriminate high from poor embryogenesis groups of another tissue culture agency. Genes related to flowering time or transition such as FTIP, FRIGIDA-LIKE, and NF-YA were up-regulated in embryogenic ortets, suggesting that reproduction timing of the plant may associate with somatic embryogenesis potential. Several light response or photosynthesis-related genes were down-regulated in embryogenic ortets, suggesting a link between photosynthesis activity and embryogenic potential. As expression profiles of the differentially expressed genes are very similar between non- and low embryogenic groups, machine learning approaches with several candidate genes may generate a more sensitive model to better discriminate non-embryogenic from embryogenic ortets.

摘要

具有潜在胚胎发生能力的油棕可以通过叶片转录组特征来识别。参与开花时间、应激和光响应的基因的差异表达可能与体细胞胚胎发生潜能有关。克隆繁殖是高产油棕大规模繁殖的一种有吸引力的方法。阻碍油棕组织培养有效性的一个主要问题是体细胞胚胎发生率低。先前的研究已经鉴定了许多与油棕体细胞胚胎发生有关的基因,但它们与胚胎发生潜能的关系尚未确定。在这项研究中,对来自胚胎发生和非胚胎发生母本的叶片转录组进行差异表达分析,结果表明,非胚胎发生和低胚胎发生母本的转录组图谱比高胚胎发生母本更相似。在非和低胚胎发生组中表现出差异表达的总共 171 个基因也可以区分另一个组织培养机构的高和低胚胎发生组。与开花时间或过渡相关的基因,如 FTIP、FRIGIDA-LIKE 和 NF-YA,在胚胎发生母本中上调,表明植物的繁殖时间可能与体细胞胚胎发生潜能有关。几个光响应或光合作用相关基因在胚胎发生母本中下调,表明光合作用活性与胚胎发生潜能之间存在联系。由于差异表达基因的表达谱在非和低胚胎发生组之间非常相似,因此使用几个候选基因的机器学习方法可能会生成一个更敏感的模型,以更好地区分非胚胎发生和胚胎发生母本。

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