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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Main Authors: 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
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-06-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2018.00857/full
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spelling 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
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