Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca

Detalhes bibliográficos
Autor(a) principal: Martins, Robson Moreira
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://www.repositorio.ufc.br/handle/riufc/63479
Resumo: The cashew tree (Anacardium occidentale L.) is a tropical plant, native to the coast of northeastern Brazil, dispersed throughout most of its territory. The cashew crop has 98% of the country's production concentrated in the semiarid region, in the states of Ceará, Rio Grande do Norte and Piauí. The main characteristic that marks the region is the rainfall index, which is low and poorly distributed, causing the vegetation to suffer from water scarcity. The Brazilian semiarid region is a unique region, an extreme climate biome, with unique edaphoclimatic, biological, ecological, and social economic conditions. Thus, the development of drought-tolerant cashew cultivars is necessary, which requires a solid knowledge of the metabolomic, and biochemical processes involved with different physiological mechanisms. Studies on micromolecules (secondary and primary metabolites) that can be classified as drought tolerance biomarkers can accelerate the process of genetic improvement. Thus, the present work analyzed the metabolomic profile of drought tolerant and susceptible dwarf cashew clones, using ultra-efficiency liquid chromatography techniques coupled with high resolution mass spectrometry (UPLC-HRMS) and nuclear magnetic resonance (NMR). Chemometric tools were used, such as: principal component analysis (PCA) and combined partial orthogonal analysis (OPLS-DA) and PLS-DA. For the drought tolerant clone six known metabolites were identified as the most important by two different methods, PCA and OPLS-DA. The most pronounced increase in micromolecule accumulation in drought-tolerant clones due to water stress was detected by the UPLC-HRMS technique, identifying the following biomarkers: Catechin, Trigaloyl Glucose, Camperol Hexoside I or Luteolin Hexoside I/Quercetin 3-O-Rhamnoside, Camperol Hexoside II or Luteolin Hexoside II, Quercetin Galoyl Pentoside I, and Amnentoflavone or Agatisflavone. Differentiated NMR analysis showed that tolerant clones expressed a profile of primary metabolites with higher levels of glucose and fructose. Metabolic changes considering drought conditions highlighted the sets of micromolecules identified as tolerance biomarkers, which affect the metabolic and physiological adjustment of dwarf cashew clones, thus ascertaining the impacts of drought. The data generated can be used to discard genotypes that are unfavorable to breeding systems for the development of new adapted clones based on the choice of biomarkers.
id UFC-7_a02e2a2f6613084da5f26da5be20dfa1
oai_identifier_str oai:repositorio.ufc.br:riufc/63479
network_acronym_str UFC-7
network_name_str Repositório Institucional da Universidade Federal do Ceará (UFC)
repository_id_str
spelling Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a secaMetabolomic analysis of dwarf cashew clones (Anacardium occidentale L.) : micromolecular aspects of drought toleranceAnacardium occidentale LEstresse hídricoAnálises quimiométricasUPLC-QTOF-MS EThe cashew tree (Anacardium occidentale L.) is a tropical plant, native to the coast of northeastern Brazil, dispersed throughout most of its territory. The cashew crop has 98% of the country's production concentrated in the semiarid region, in the states of Ceará, Rio Grande do Norte and Piauí. The main characteristic that marks the region is the rainfall index, which is low and poorly distributed, causing the vegetation to suffer from water scarcity. The Brazilian semiarid region is a unique region, an extreme climate biome, with unique edaphoclimatic, biological, ecological, and social economic conditions. Thus, the development of drought-tolerant cashew cultivars is necessary, which requires a solid knowledge of the metabolomic, and biochemical processes involved with different physiological mechanisms. Studies on micromolecules (secondary and primary metabolites) that can be classified as drought tolerance biomarkers can accelerate the process of genetic improvement. Thus, the present work analyzed the metabolomic profile of drought tolerant and susceptible dwarf cashew clones, using ultra-efficiency liquid chromatography techniques coupled with high resolution mass spectrometry (UPLC-HRMS) and nuclear magnetic resonance (NMR). Chemometric tools were used, such as: principal component analysis (PCA) and combined partial orthogonal analysis (OPLS-DA) and PLS-DA. For the drought tolerant clone six known metabolites were identified as the most important by two different methods, PCA and OPLS-DA. The most pronounced increase in micromolecule accumulation in drought-tolerant clones due to water stress was detected by the UPLC-HRMS technique, identifying the following biomarkers: Catechin, Trigaloyl Glucose, Camperol Hexoside I or Luteolin Hexoside I/Quercetin 3-O-Rhamnoside, Camperol Hexoside II or Luteolin Hexoside II, Quercetin Galoyl Pentoside I, and Amnentoflavone or Agatisflavone. Differentiated NMR analysis showed that tolerant clones expressed a profile of primary metabolites with higher levels of glucose and fructose. Metabolic changes considering drought conditions highlighted the sets of micromolecules identified as tolerance biomarkers, which affect the metabolic and physiological adjustment of dwarf cashew clones, thus ascertaining the impacts of drought. The data generated can be used to discard genotypes that are unfavorable to breeding systems for the development of new adapted clones based on the choice of biomarkers.O cajueiro (Anacardium occidentale L.) é uma planta tropical, originária do litoral do Nordeste do Brasil, dispersa em quase todo o seu território. A cultura do cajueiro tem 98% da produção do país concentrada na região do semiárido, nos estados do Ceará, Rio Grande do Norte e Piauí. A principal característica que marca a região é o índice pluviométrico, baixo e mal distribuído, fazendo com que a vegetação sofra com a escassez hídrica. O semiárido brasileiro é uma região ímpar, um bioma de clima extremo, com condições edafoclimáticas, biológicas, ecológicas e econômico sociais únicos. Dessa forma, se faz necessário o desenvolvimento de cultivares de cajueiro tolerantes à seca, o que requer um conhecimento sólido dos processos metabolômicos e bioquímicos envolvidos com diferentes mecanismos fisiológicos. Estudos sobre micromoléculas (metabólitos secundários e primários) que possam ser classificadas como biomarcadores de tolerância à seca, podem acelerar o processo de melhoramento genético. Dessa forma, o presente trabalho analisou o perfil metabolômico de clones de cajueiro anão-precoce, tolerantes e susceptíveis à seca, valendo-se das técnicas de cromatografia a líquido de ultra eficiência acoplada a espectrometria de massas em alta resolução (UPLC-HRMS) e ressonância magnética nuclear (RMN). Foram utilizadas ferramentas quimiométricas, tais como: análise de componentes principais (PCA) e análise de mínimos quadrados ortogonais parciais (OPLS-DA) e PLS-DA. Para o clone tolerante à seca seis metabólitos conhecidos foram identificados como os mais importantes por 2 métodos diferentes, PCA e OPLS-DA. O aumento mais pronunciado no acúmulo de micromoléculas, em clones tolerantes à seca, devido ao estresse hídrico foi detectado pela técnica de UPLC-HRMS, identificando os seguintes biomarcadores: Catequina, Trigaloil glicose, Canferol hexosídeo I ou Luteolina hexosídeo I/Quercetina 3-O-ramnosídeo, Canferol hexosídeo II ou Luteolina hexosídeo II, Quercetina galoil pentosídeo I e Amnentoflavona ou Agatisflavona. A análises por RMN mostraram que clones tolerantes expressavam um perfil de metabólitos primários com maiores teores de glicose e frutose. Mudanças metabólicas à luz das condições de seca destacaram conjuntos de micromoléculas identificadas como biomarcadores de tolerância, que afetam o ajuste metabólico e fisiológico dos clones de cajueiro anão, reduzindo assim, os impactos da seca. Os dados gerados podem ser utilizados para o descarte de genótipos desfavoráveis aos sistemas de melhoramento genético para o desenvolvimento de novos clones adaptados com base na escolha de biomarcadores.Zocolo, Guilherme JuliãoZampieri, Dávila de SouzaMartins, Robson Moreira2022-01-13T13:38:11Z2022-01-13T13:38:11Z2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfMARTINS, Robson Moreira. Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca. 2021. 105 f. Dissertação (Mestrado em Química) - Universidade Federal do Ceará, Fortaleza, 2021)http://www.repositorio.ufc.br/handle/riufc/63479porreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccess2022-01-19T13:15:51Zoai:repositorio.ufc.br:riufc/63479Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2024-09-11T18:20:44.370699Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
Metabolomic analysis of dwarf cashew clones (Anacardium occidentale L.) : micromolecular aspects of drought tolerance
title Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
spellingShingle Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
Martins, Robson Moreira
Anacardium occidentale L
Estresse hídrico
Análises quimiométricas
UPLC-QTOF-MS E
title_short Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
title_full Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
title_fullStr Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
title_full_unstemmed Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
title_sort Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca
author Martins, Robson Moreira
author_facet Martins, Robson Moreira
author_role author
dc.contributor.none.fl_str_mv Zocolo, Guilherme Julião
Zampieri, Dávila de Souza
dc.contributor.author.fl_str_mv Martins, Robson Moreira
dc.subject.por.fl_str_mv Anacardium occidentale L
Estresse hídrico
Análises quimiométricas
UPLC-QTOF-MS E
topic Anacardium occidentale L
Estresse hídrico
Análises quimiométricas
UPLC-QTOF-MS E
description The cashew tree (Anacardium occidentale L.) is a tropical plant, native to the coast of northeastern Brazil, dispersed throughout most of its territory. The cashew crop has 98% of the country's production concentrated in the semiarid region, in the states of Ceará, Rio Grande do Norte and Piauí. The main characteristic that marks the region is the rainfall index, which is low and poorly distributed, causing the vegetation to suffer from water scarcity. The Brazilian semiarid region is a unique region, an extreme climate biome, with unique edaphoclimatic, biological, ecological, and social economic conditions. Thus, the development of drought-tolerant cashew cultivars is necessary, which requires a solid knowledge of the metabolomic, and biochemical processes involved with different physiological mechanisms. Studies on micromolecules (secondary and primary metabolites) that can be classified as drought tolerance biomarkers can accelerate the process of genetic improvement. Thus, the present work analyzed the metabolomic profile of drought tolerant and susceptible dwarf cashew clones, using ultra-efficiency liquid chromatography techniques coupled with high resolution mass spectrometry (UPLC-HRMS) and nuclear magnetic resonance (NMR). Chemometric tools were used, such as: principal component analysis (PCA) and combined partial orthogonal analysis (OPLS-DA) and PLS-DA. For the drought tolerant clone six known metabolites were identified as the most important by two different methods, PCA and OPLS-DA. The most pronounced increase in micromolecule accumulation in drought-tolerant clones due to water stress was detected by the UPLC-HRMS technique, identifying the following biomarkers: Catechin, Trigaloyl Glucose, Camperol Hexoside I or Luteolin Hexoside I/Quercetin 3-O-Rhamnoside, Camperol Hexoside II or Luteolin Hexoside II, Quercetin Galoyl Pentoside I, and Amnentoflavone or Agatisflavone. Differentiated NMR analysis showed that tolerant clones expressed a profile of primary metabolites with higher levels of glucose and fructose. Metabolic changes considering drought conditions highlighted the sets of micromolecules identified as tolerance biomarkers, which affect the metabolic and physiological adjustment of dwarf cashew clones, thus ascertaining the impacts of drought. The data generated can be used to discard genotypes that are unfavorable to breeding systems for the development of new adapted clones based on the choice of biomarkers.
publishDate 2021
dc.date.none.fl_str_mv 2021
2022-01-13T13:38:11Z
2022-01-13T13:38:11Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv MARTINS, Robson Moreira. Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca. 2021. 105 f. Dissertação (Mestrado em Química) - Universidade Federal do Ceará, Fortaleza, 2021)
http://www.repositorio.ufc.br/handle/riufc/63479
identifier_str_mv MARTINS, Robson Moreira. Análise metabolômica dos clones de cajueiro anão (Anacardium occidentale L.): aspectos micromoleculares da tolerância a seca. 2021. 105 f. Dissertação (Mestrado em Química) - Universidade Federal do Ceará, Fortaleza, 2021)
url http://www.repositorio.ufc.br/handle/riufc/63479
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
collection Repositório Institucional da Universidade Federal do Ceará (UFC)
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv bu@ufc.br || repositorio@ufc.br
_version_ 1813028764413591552