Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars
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 sugarca...
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doaj-af97475a445a417089ad59c437f9cb6c2020-11-24T20:54:15ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2018-06-01910.3389/fpls.2018.00857327114Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial CultivarsDanilo A. Ferreira0Danilo A. Ferreira1Marina C. M. Martins2Adriana Cheavegatti-Gianotto3Monalisa S. Carneiro4Rodrigo R. Amadeu5Juliana A. Aricetti6Lucia D. Wolf7Hermann P. Hoffmann8Luis G. F. de Abreu9Camila Caldana10Camila Caldana11Brazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilGenetics and Molecular Biology Graduate Program, University of Campinas, Campinas, BrazilBrazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilBrazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilDepartment of Biotechnology and Plant and Animal Production, Center for Agricultural Sciences, Federal University of São Carlos, São Carlos, BrazilDepartment of Genetics, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, BrazilBrazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilBrazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilDepartment of Biotechnology and Plant and Animal Production, Center for Agricultural Sciences, Federal University of São Carlos, São Carlos, BrazilBrazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilBrazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilMax-Planck Partner Group, Brazilian Bioethanol Science and Technology Laboratory, Centro Nacional de Pesquisa em Energia e Materiais, Campinas, BrazilMetabolic 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.https://www.frontiersin.org/article/10.3389/fpls.2018.00857/fullsugarcanebreedingmetabolomebud outgrowthmetabolic network |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Danilo A. Ferreira Danilo A. Ferreira Marina C. M. Martins Adriana Cheavegatti-Gianotto Monalisa S. Carneiro Rodrigo R. Amadeu Juliana A. Aricetti Lucia D. Wolf Hermann P. Hoffmann Luis G. F. de Abreu Camila Caldana Camila Caldana |
spellingShingle |
Danilo A. Ferreira Danilo A. Ferreira Marina C. M. Martins Adriana Cheavegatti-Gianotto Monalisa S. Carneiro Rodrigo R. Amadeu Juliana A. Aricetti Lucia D. Wolf Hermann P. Hoffmann Luis G. F. de Abreu Camila Caldana Camila Caldana Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars Frontiers in Plant Science sugarcane breeding metabolome bud outgrowth metabolic network |
author_facet |
Danilo A. Ferreira Danilo A. Ferreira Marina C. M. Martins Adriana Cheavegatti-Gianotto Monalisa S. Carneiro Rodrigo R. Amadeu Juliana A. Aricetti Lucia D. Wolf Hermann P. Hoffmann Luis G. F. de Abreu Camila Caldana Camila Caldana |
author_sort |
Danilo A. Ferreira |
title |
Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars |
title_short |
Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars |
title_full |
Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars |
title_fullStr |
Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars |
title_full_unstemmed |
Metabolite Profiles of Sugarcane Culm Reveal the Relationship Among Metabolism and Axillary Bud Outgrowth in Genetically Related Sugarcane Commercial Cultivars |
title_sort |
metabolite profiles of sugarcane culm reveal the relationship among metabolism and axillary bud outgrowth in genetically related sugarcane commercial cultivars |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Plant Science |
issn |
1664-462X |
publishDate |
2018-06-01 |
description |
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. |
topic |
sugarcane breeding metabolome bud outgrowth metabolic network |
url |
https://www.frontiersin.org/article/10.3389/fpls.2018.00857/full |
work_keys_str_mv |
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