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发育中的甘蔗茎秆与高产和早期高糖含量相关的代谢变化。

Metabolic changes in the developing sugarcane culm associated with high yield and early high sugar content.

作者信息

Perlo Virginie, Botha Frederik C, Furtado Agnelo, Hodgson-Kratky Katrina, Henry Robert J

机构信息

Queensland Alliance for Agriculture and Food Innovation University of Queensland Brisbane QLD Australia.

出版信息

Plant Direct. 2020 Nov 11;4(11):e00276. doi: 10.1002/pld3.276. eCollection 2020 Nov.

Abstract

Sugarcane, with its exceptional biomass and sugar yield, has a high potential for the production of bioenergy, biomaterials, and high-value products. Currently, the link between metabolic changes in the developing internodes in sugarcane and final yield and sugar characteristics is not well understood. In order to investigate these correlations, 1,440 internodes were collected and combined to generate a set of 360 samples across 24 sugarcane cultivars at five different developmental stages. A combination of metabolome profiling and trait co-expression analyses were conducted to reveal the interaction between the metabolome and essential agronomic traits, including Brix (total sugar), polarity (sucrose content), purity (sucrose purity), commercially extractable sucrose, fiber, and tons of cane per hectare (TCH). Metabolomic analysis revealed significant differences in metabolic patterns mainly correlated with developmental stage. Hierarchical clustering of genotypes and traits revealed clear partitioning of groups of early-, mid- and late-season sugar content, with secondary segregation by the yield trait, TCH, and fiber content. The study identified co-expression and specific metabolites associated with metabolic pathways correlated with Brix and fiber content. Knowledge of the correlation between co-expressed metabolites and diverse agronomic traits will allow more deliberate selection of genotypes for early or late sugar development and fiber content and biomass yield.

摘要

甘蔗具有出色的生物量和糖分产量,在生物能源、生物材料和高价值产品生产方面具有很高的潜力。目前,甘蔗茎节发育过程中的代谢变化与最终产量及糖分特性之间的联系尚不清楚。为了研究这些相关性,收集并合并了1440个茎节,以生成一组涵盖24个甘蔗品种、处于五个不同发育阶段的360个样本。采用代谢组学分析和性状共表达分析相结合的方法,以揭示代谢组与重要农艺性状之间的相互作用,这些农艺性状包括锤度(总糖)、极性(蔗糖含量)、纯度(蔗糖纯度)、可商业提取的蔗糖、纤维以及每公顷甘蔗产量(TCH)。代谢组学分析揭示了主要与发育阶段相关的代谢模式的显著差异。对基因型和性状进行层次聚类分析,结果显示早、中、晚季糖分含量的组群划分清晰,产量性状、TCH和纤维含量存在二次分离。该研究确定了与锤度和纤维含量相关的代谢途径中共同表达的特定代谢物。了解共同表达的代谢物与多种农艺性状之间的相关性,将有助于更有针对性地选择早、晚季糖分发育、纤维含量及生物量产量的基因型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e928/7656173/4e6b9e5ab940/PLD3-4-e00276-g001.jpg

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