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

被引:26
作者
Ferreira, Danilo A. [1 ,2 ,6 ]
Martins, Marina C. M. [1 ]
Cheavegatti-Gianotto, Adriana [1 ,7 ]
Carneiro, Monalisa S. [3 ]
Amadeu, Rodrigo R. [4 ]
Aricetti, Juliana A. [1 ]
Wolf, Lucia D. [1 ]
Hoffmann, Hermann P. [3 ]
de Abreu, Luis G. F. [1 ]
Caldana, Camila [1 ,5 ,8 ]
机构
[1] Ctr Nacl Pesquisa Energia & Mat, Brazilian Bioethanol Sci & Technol Lab, Campinas, SP, Brazil
[2] Univ Estadual Campinas, Genet & Mol Biol Grad Program, Campinas, SP, Brazil
[3] Univ Fed Sao Carlos, Dept Biotechnol & Plant & Anim Prod, Ctr Agr Sci, Sao Carlos, SP, Brazil
[4] Univ Sao Paulo, Luiz de Queiroz Coll Agr, Dept Genet, Piracicaba, Brazil
[5] Ctr Nacl Pesquisa Energia & Mat, Brazilian Bioethanol Sci & Technol Lab, Max Planck Partner Grp, Campinas, SP, Brazil
[6] Bayer Cropsci, Sao Paulo, Brazil
[7] Ctr Tecnol Canavieina, Piracicaba, Brazil
[8] Max Planck Inst Mol Plant Physiol, Potsdam, Germany
关键词
sugarcane; breeding; metabolome; bud outgrowth; metabolic network; SUCROSE ACCUMULATION; FUNCTIONAL GENOMICS; PLANT DEVELOPMENT; BIOSYNTHESIS; GROWTH; AUXIN; IDENTIFICATION; MECHANISMS; RESPONSES; NETWORKS;
D O I
10.3389/fpls.2018.00857
中图分类号
Q94 [植物学];
学科分类号
071001 ;
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.
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页数:14
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