Coexpression network analysis of proteins and metabolites time-course of two contrasting Eucalyptus grandis reponses to Austropuccinia psidii
Autor(a) principal: | |
---|---|
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. |
id |
USP_f195049b9bfd05d202df4022153913d3 |
---|---|
oai_identifier_str |
oai:teses.usp.br:tde-30032021-180859 |
network_acronym_str |
USP |
network_name_str |
Biblioteca Digital de Teses e Dissertações da USP |
repository_id_str |
2721 |
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 |
_version_ |
1815257497648234496 |