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Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars

机译:甘蔗茎秆的代谢产物谱揭示了与遗传相关的甘蔗商业品种代谢与腋芽生长之间的关系

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摘要

Metabolic composition is known to exert influence on several important agronomic traits, and metabolomics, which represents the chemical composition in a cell, has long been recognized as a powerful tool for bridging phenotype–genotype interactions. In this work, sixteen truly representative sugarcane Brazilian varieties were selected to explore the metabolic networks in buds and culms, the tissues involved in the vegetative propagation of this species. Due to the fact that bud sprouting is a key trait determining crop establishment in the field, the sprouting potential among the genotypes was evaluated. The use of partial least square discriminant analysis indicated only mild differences on bud outgrowth potential under controlled environmental conditions. However, primary metabolite profiling provided information on the variability of metabolic features even under a narrow genetic background, typical for modern sugarcane cultivars. Metabolite–metabolite correlations within and between tissues revealed more complex patterns for culms in relation to buds, and enabled the recognition of key metabolites (e.g., sucrose, putrescine, glutamate, serine, and myo-inositol) affecting sprouting ability. Finally, those results were associated with the genetic background of each cultivar, showing that metabolites can be potentially used as indicators for the genetic background.
机译:众所周知,代谢成分会对几种重要的农艺性状产生影响,而代表细胞化学成分的代谢组学长期以来被认为是弥合表型与基因型相互作用的有力工具。在这项工作中,选择了十六个真正具有代表性的甘蔗巴西品种,以探索芽和茎的代谢网络,芽和茎是该物种无性繁殖的组织。由于芽萌芽是决定田间作物生长的关键特征,因此对基因型之间的萌芽潜力进行了评估。偏最小二乘判别分析的使用表明,在受控环境条件下,芽的长出潜力仅存在轻度差异。然而,即使在狭窄的遗传背景下(主要是现代甘蔗品种),初级代谢物谱分析也提供了有关代谢特征变异性的信息。组织内和组织之间的代谢物-代谢物相关性揭示了茎的芽更复杂的模式,并能够识别影响发芽能力的关键代谢物(例如蔗糖,腐胺,谷氨酸,丝氨酸和肌醇)。最后,这些结果与每个品种的遗传背景有关,表明代谢产物可以潜在地用作遗传背景的指标。

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