Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii

Detalhes bibliográficos
Autor(a) principal: Pinheiro, Ana Lúcia Mendes
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/11/11137/tde-30032021-180859/
Resumo: The development of omics studies as genomics, transcriptomics, proteomics and metabolomics improved greatly our understanding of plant responses to different stresses, including biotic stress, providing insights on mechanisms that determine plant immune system success or pathogen invasion. However, molecular changes orchestrated by trees species in response to fungal infestation and how it is affecting disease outcome involving susceptibility or resistance responses, especially involving primary metabolism reconfigurations, remains poorly understood. Here, a 24h time-course of resistant and susceptible genotypes of Eucalyptus grandis were inoculated and mock-inoculated with Austropuccinia psidii, a biotrophic fungus responsible for rust disease in Eucalyptus, in order to characterize proteins and metabolites changes and divergences among the two selected genotypes. GC-MS based metabolomics and label-free proteomic analysis, were integrated using WGCNA package (Weighted Gene Co-Expression Analysis), to contrast resistant and susceptible responses in Eucalyptus grandis infected with Austropuccinia psidii. Integrated analysis revealed temporal divergences of protein-metabolites modules providing information of differences in photosynthesis and ROS generation, metabolism of lipids, spores germination, metabolism of amino acids, cell wall reinforcement, phytoalexins and defense responses. Our findings provide insights in key molecular mechanisms that underly the interactions between Eucalyptus grandis and Austropuccinia psidii and important features for enhancing molecular breeding efforts.
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spelling Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidiiAnálise de redes de coexpressão de proteínas e metabólitos de dois genótipos contrastantes de Eucalyptus grandis infectados com Austropuccinia psidiiAustropuccinia psidiiAustropuccinia psidiiEucalyptus grandisEucalyptus grandisInteração planta-patógenoLabel-free proteomic analysisMetabolômicaMetabolomicsPlant-pathogen interactionProteômicaWGCNAWGCNAThe development of omics studies as genomics, transcriptomics, proteomics and metabolomics improved greatly our understanding of plant responses to different stresses, including biotic stress, providing insights on mechanisms that determine plant immune system success or pathogen invasion. However, molecular changes orchestrated by trees species in response to fungal infestation and how it is affecting disease outcome involving susceptibility or resistance responses, especially involving primary metabolism reconfigurations, remains poorly understood. Here, a 24h time-course of resistant and susceptible genotypes of Eucalyptus grandis were inoculated and mock-inoculated with Austropuccinia psidii, a biotrophic fungus responsible for rust disease in Eucalyptus, in order to characterize proteins and metabolites changes and divergences among the two selected genotypes. GC-MS based metabolomics and label-free proteomic analysis, were integrated using WGCNA package (Weighted Gene Co-Expression Analysis), to contrast resistant and susceptible responses in Eucalyptus grandis infected with Austropuccinia psidii. Integrated analysis revealed temporal divergences of protein-metabolites modules providing information of differences in photosynthesis and ROS generation, metabolism of lipids, spores germination, metabolism of amino acids, cell wall reinforcement, phytoalexins and defense responses. Our findings provide insights in key molecular mechanisms that underly the interactions between Eucalyptus grandis and Austropuccinia psidii and important features for enhancing molecular breeding efforts.O desenvolvimento de técnicas ômicas, como a genômica, transcriptômica, proteômica e metabolômica auxiliaram no entendimento das respostas de plantas submetidas a diferentes estresses, incluindo estresse biótico, identificando mecanismos que determinam o sucesso do sistema imune de plantas ou a colonização e aquisição de nutrientes de maneira efetiva pelo patógeno. Entretanto, os rearranjos a nível molecular que ocorrem em espécies arbóreas em resposta a infecção por fungos, e como essas mudanças contribuem para o progresso da doença, especialmente envolvendo o metabolismo primário, ainda não são bem caracterizadas. No presente estudo, durante o período de 24h, plantas resistentes e suscetíveis a ferrugem de Eucalyptus grandis foram inoculadas e falsamente inoculadas com Austropuccinia psidii, fungo biotrófico de modo a caracterizar mudanças na abundância de proteínas e metabólitos nos dois genótipos selecionados. Metabolômica (GC-MS) e proteômica, utilizando o pacote WGCNA (Weighted Gene Coexpression Network Analysis) para integração dos dados, foram usados para contrastar as respostas dos genótipos resistentes e suscetíveis de E. grandis infectados com A. psidii. A análise integrada revelou potenciais diferenças temporais na fotossíntese e geração de espécies reativas de oxigênio, metabolismo de lipídeos, respostas pré-formadas e germinação dos esporos, metabolismo de aminoácidos, reforço da parede celular e produção de fitoalexinas. Os resultados indicam mecanismos moleculares chaves que caracterizam a interação entre E. grandis e A. psidii, conhecimento importante para o melhoramento da cultura a nível molecular.Biblioteca Digitais de Teses e Dissertações da USPLabate, Carlos AlbertoPinheiro, Ana Lúcia Mendes2021-01-20info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/11/11137/tde-30032021-180859/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2021-04-01T17:51:02Zoai:teses.usp.br:tde-30032021-180859Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212021-04-01T17:51:02Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
Análise de redes de coexpressão de proteínas e metabólitos de dois genótipos contrastantes de Eucalyptus grandis infectados com Austropuccinia psidii
title Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
spellingShingle Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
Pinheiro, Ana Lúcia Mendes
Austropuccinia psidii
Austropuccinia psidii
Eucalyptus grandis
Eucalyptus grandis
Interação planta-patógeno
Label-free proteomic analysis
Metabolômica
Metabolomics
Plant-pathogen interaction
Proteômica
WGCNA
WGCNA
title_short Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
title_full Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
title_fullStr Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
title_full_unstemmed Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
title_sort Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
author Pinheiro, Ana Lúcia Mendes
author_facet Pinheiro, Ana Lúcia Mendes
author_role author
dc.contributor.none.fl_str_mv Labate, Carlos Alberto
dc.contributor.author.fl_str_mv Pinheiro, Ana Lúcia Mendes
dc.subject.por.fl_str_mv Austropuccinia psidii
Austropuccinia psidii
Eucalyptus grandis
Eucalyptus grandis
Interação planta-patógeno
Label-free proteomic analysis
Metabolômica
Metabolomics
Plant-pathogen interaction
Proteômica
WGCNA
WGCNA
topic Austropuccinia psidii
Austropuccinia psidii
Eucalyptus grandis
Eucalyptus grandis
Interação planta-patógeno
Label-free proteomic analysis
Metabolômica
Metabolomics
Plant-pathogen interaction
Proteômica
WGCNA
WGCNA
description The development of omics studies as genomics, transcriptomics, proteomics and metabolomics improved greatly our understanding of plant responses to different stresses, including biotic stress, providing insights on mechanisms that determine plant immune system success or pathogen invasion. However, molecular changes orchestrated by trees species in response to fungal infestation and how it is affecting disease outcome involving susceptibility or resistance responses, especially involving primary metabolism reconfigurations, remains poorly understood. Here, a 24h time-course of resistant and susceptible genotypes of Eucalyptus grandis were inoculated and mock-inoculated with Austropuccinia psidii, a biotrophic fungus responsible for rust disease in Eucalyptus, in order to characterize proteins and metabolites changes and divergences among the two selected genotypes. GC-MS based metabolomics and label-free proteomic analysis, were integrated using WGCNA package (Weighted Gene Co-Expression Analysis), to contrast resistant and susceptible responses in Eucalyptus grandis infected with Austropuccinia psidii. Integrated analysis revealed temporal divergences of protein-metabolites modules providing information of differences in photosynthesis and ROS generation, metabolism of lipids, spores germination, metabolism of amino acids, cell wall reinforcement, phytoalexins and defense responses. Our findings provide insights in key molecular mechanisms that underly the interactions between Eucalyptus grandis and Austropuccinia psidii and important features for enhancing molecular breeding efforts.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-20
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 https://www.teses.usp.br/teses/disponiveis/11/11137/tde-30032021-180859/
url https://www.teses.usp.br/teses/disponiveis/11/11137/tde-30032021-180859/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Liberar o conteúdo para acesso público.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Liberar o conteúdo para acesso público.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv
dc.publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
dc.source.none.fl_str_mv
reponame:Biblioteca Digital de Teses e Dissertações da USP
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Biblioteca Digital de Teses e Dissertações da USP
collection Biblioteca Digital de Teses e Dissertações da USP
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)
repository.mail.fl_str_mv virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br
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