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Identification of Key Metabolic Pathways and Biomarkers Underlying Flowering Time of Guar (Cyamopsis tetragonoloba (L.) Taub.) via Integrated Transcriptome-Metabolome Analysis

机译:鉴定瓜尔瓜尔开花时间的关键代谢途径和生物标志物(Cyomopsis Tetragroba(L.)Taub。)通过集成转录组 - 代谢分析

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摘要

Guar (Cyamopsis tetragonoloba (L.) Taub.) is an annual legume crop native to India and Pakistan. Seeds of the plant serve as a source of galactomannan polysaccharide (guar gum) used in the food industry as a stabilizer (E412) and as a gelling agent in oil and gas fracturing fluids. There were several attempts to introduce this crop to countries of more northern latitudes. However, guar is a plant of a short photoperiod, therefore, its introduction, for example, to Russia is complicated by a long day length during the growing season. Breeding of new guar varieties insensitive to photoperiod slowed down due to the lack of information on functional molecular markers, which, in turn, requires information on guar genome. Modern breeding strategies, e.g., genomic predictions, benefit from integration of multi-omics approaches such as transcriptome, proteome and metabolome assays. Here we present an attempt to use transcriptome-metabolome integration to understand the genetic determination of flowering time variation among guar plants that differ in their photoperiod sensitivity. This study was performed on nine early- and six delayed-flowering guar varieties with the goal to find a connection between 63 metabolites and 1,067 differentially expressed transcripts using Shiny GAM approach. For the key biomarker of flowering in guar myo-inositol we also evaluated the KEGG biochemical pathway maps available for Arabidopsis thaliana. We found that the phosphatidylinositol signaling pathway is initiated in guar plants that are ready for flowering through the activation of the phospholipase C (PLC) gene, resulting in an exponential increase in the amount of myo-inositol in its free form observed on GC-MS chromatograms. The signaling pathway is performed by suppression of myo-inositol phosphate kinases (phosphorylation) and alternative overexpression of phosphatases (dephosphorylation). Our study suggests that metabolome and transcriptome information taken together, provide valuable information about biomarkers that can be used as a tool for marker-assisted breeding, metabolomics and functional genomics of this important legume crop.
机译:瓜尔胶(瓜尔豆(L.)托布)是一年一度的豆科作物,原产于印度和巴基斯坦。所述植物的种子用作在食品工业中作为稳定剂(E412)使用半乳甘露聚糖多糖(瓜尔胶)的源和作为在石油和天然气的压裂液的胶凝剂。有几次试图引进这种作物更纬度地区的国家。然而,瓜尔豆是一种短光照的植物,因此,它的引入,例如,俄罗斯是一个漫长的一天的长度在生长季节复杂。新品种的瓜尔胶繁殖不受光照放缓,由于缺乏对功能性分子标记物,信息,反过来,要求对瓜尔基因组信息。现代育种策略,例如,基因组的预测,受益于多组学的整合方法,如转录组,蛋白质组和代谢组测定。在这里,我们提出了一个尝试使用转录,代谢组集成明白开花,在他们的光周期敏感性不同,瓜尔豆植物中随时间变化的遗传决定。与发现63种代谢产物和1067个采用闪亮的GAM方法差异表达的转录之间的连接的目标九个早发和六个延迟开花的品种的瓜尔胶进行这项研究。对于瓜尔肌醇,我们还评估了KEGG生化途径开花的关键生物标志物可映射拟南芥。我们发现,磷脂酰肌醇信号传导途径中的瓜尔胶的植物是准备通过磷脂酶C(PLC)的基因,从而导致在其游离形式肌醇的量的指数增加的激活开花开始于GC-MS观察到的色谱图。的信号途径是由肌醇磷酸激酶(磷酸化)和磷酸酶(去磷酸化)的替代过表达的抑制进行。我们的研究表明,代谢和一起转录信息,提供有关可作为标记辅助育种,代谢组学和这个重要的豆科作物功能基因组学工具的生物标志物的有价值的信息。

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