Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada

Detalhes bibliográficos
Ano de defesa: 2005
Autor(a) principal: Barison, Andersson
Orientador(a): Ferreira, Antonio Gilberto lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de São Carlos
Programa de Pós-Graduação: Programa de Pós-Graduação em Química - PPGQ
Departamento: Não Informado pela instituição
País: BR
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.ufscar.br/handle/ufscar/6141
Resumo: The Biotechnology has made possible the development of genetically modified (GM) organisms, including soybean, main Brazilian agricultural product. These GM specimens has been produced by changing some original characteristics of plant in order to increase productivity and to reduce production costs. However, these novel organisms should be evaluated, in order to verify its safety for environment and human and animal consume. In this context, it is necessary to develop new analytical methodologies for substantial equivalence determination of these novel plants. NMR is an important analytical tool allowing acquisition of a great number of chemical information in a single experiment. Within NMR techniques, HR-MAS makes possible direct acquisition on intact samples (In situ), without any sample treatment. In addition, chemometric analysis is a powerful tool, which allows interpretation of high complex data, such as NMR spectra. In this work, HR-MAS NMR has been employed for acquisition of NMR spectra directly of soybeans and leaves. Application of chemometric analysis on NMR data, has made possible to discriminate samples according to cultivar, geographic origin and mainly genetic origin, as well as to predict the identity of unknown samples by means of classification models. For this, all methodology, including HR-MAS NMR spectra measurements and chemometric analysis, was developed and optimized. Chemometric analysis performed on HR-MAS NMR spectra has also allowed to determine differences on chemical composition among samples, mainly those between traditional and GM specimens, giving important information about substantial equivalence of GM soybean crops. In conclusion, it has been demonstrated that HR-MAS NMR technique together with chemometric analysis is an important tool to be used in metabolomic studies and in quality control of agricultural products.
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spelling Barison, AnderssonFerreira, Antonio Gilbertohttp://genos.cnpq.br:12010/dwlattes/owa/prc_imp_cv_int?f_cod=K4721956Y6http://lattes.cnpq.br/09247730815965572016-06-02T20:34:16Z2009-10-292016-06-02T20:34:16Z2005-06-29BARISON, Andersson. APPLICATION OF HR-MAS NMR AND CHEMOMETRIC ANALYSIS FOR DETECTION AND EVALUATION OF GENETICALLY MODIFIED SOYBEAN (Glycine max) CROPS. 2005. 268 f. Tese (Doutorado em Ciências Exatas e da Terra) - Universidade Federal de São Carlos, São Carlos, 2005.https://repositorio.ufscar.br/handle/ufscar/6141The Biotechnology has made possible the development of genetically modified (GM) organisms, including soybean, main Brazilian agricultural product. These GM specimens has been produced by changing some original characteristics of plant in order to increase productivity and to reduce production costs. However, these novel organisms should be evaluated, in order to verify its safety for environment and human and animal consume. In this context, it is necessary to develop new analytical methodologies for substantial equivalence determination of these novel plants. NMR is an important analytical tool allowing acquisition of a great number of chemical information in a single experiment. Within NMR techniques, HR-MAS makes possible direct acquisition on intact samples (In situ), without any sample treatment. In addition, chemometric analysis is a powerful tool, which allows interpretation of high complex data, such as NMR spectra. In this work, HR-MAS NMR has been employed for acquisition of NMR spectra directly of soybeans and leaves. Application of chemometric analysis on NMR data, has made possible to discriminate samples according to cultivar, geographic origin and mainly genetic origin, as well as to predict the identity of unknown samples by means of classification models. For this, all methodology, including HR-MAS NMR spectra measurements and chemometric analysis, was developed and optimized. Chemometric analysis performed on HR-MAS NMR spectra has also allowed to determine differences on chemical composition among samples, mainly those between traditional and GM specimens, giving important information about substantial equivalence of GM soybean crops. In conclusion, it has been demonstrated that HR-MAS NMR technique together with chemometric analysis is an important tool to be used in metabolomic studies and in quality control of agricultural products.A biotecnologia tem possibilitado o desenvolvimento de organismos geneticamente modificadas (OGMs), entre eles a soja, principal produto agrícola brasileiro. Permitindo assim, alterar as características da planta, visando aumentar a produtividade e reduzir custos. No entanto, é necessário avaliar os OGMs quanto a segurança alimentar e ambiental. Desta forma, são necessárias metodologias analíticas capazes de atuar na determinação da equivalência substancial destes novos organismos. Dentre as técnicas, a RMN possui um importante atrativo devido ao fato de fornecer um grande número de informações químicas sobre o sistema em estudo, em um único experimento. Além disso, a técnica de RMN HR-MAS possibilita a aquisição de medidas diretamente de materiais intactos (In situ), sem a necessidade de quaisquer etapas de preparo de amostra. Aliada a esta, a quimiometria é uma poderosa ferramenta que permite analisar e interpretar dados de alta complexidade, tais como, espectros de RMN. Neste trabalho, a RMN HR-MAS tem sido empregada para a aquisição de experimentos diretamente de sementes de soja e de folhas da planta. A aplicação de análises quimiométricas sobre os espectros de RMN HR-MAS possibilitou discriminar as amostras de acordo com a cultivar, origem geográfica e, principalmente, origem genética, bem como predizer a origem de amostras desconhecidas através da construção de modelos de classificação. Para isso, toda a metodologia desde a aquisição dos espectros de RMN HR-MAS às análises quimiométricas foi desenvolvida e otimizada. A análise quimiométrica dos espectros de RMN HR-MAS tem permitido também determinar as diferenças na composição química entre as amostras, principalmente aquelas entre espécimens GM e convencionais, fornecendo importantes informações sobre a equivalência substancial da soja GM. Desta forma, a RMN HR-MAS aliada a quimiometria tem se mostrado uma importante ferramenta para atuar em estudos metabolômicos e no controle de qualidade de produtos agrícolas.Financiadora de Estudos e Projetosapplication/pdfporUniversidade Federal de São CarlosPrograma de Pós-Graduação em Química - PPGQUFSCarBRRessonância magnética nuclearRMN HR-MASQuimiometriaSojaSoja geneticamente modificadaCIENCIAS EXATAS E DA TERRA::QUIMICAEmprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificadaAPPLICATION OF HR-MAS NMR AND CHEMOMETRIC ANALYSIS FOR DETECTION AND EVALUATION OF GENETICALLY MODIFIED SOYBEAN (Glycine max) CROPSinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINAL2111.pdfapplication/pdf4098526https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/6141/1/2111.pdf934a5ed1df0d898498c78f0ae9e109afMD51THUMBNAIL2111.pdf.jpg2111.pdf.jpgIM Thumbnailimage/jpeg9284https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/6141/2/2111.pdf.jpg2256c621686ec9b0e28011fe61395accMD52ufscar/61412019-09-11 02:53:33.948oai:repositorio.ufscar.br:ufscar/6141Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-05-25T12:50:53.742606Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
dc.title.alternative.eng.fl_str_mv APPLICATION OF HR-MAS NMR AND CHEMOMETRIC ANALYSIS FOR DETECTION AND EVALUATION OF GENETICALLY MODIFIED SOYBEAN (Glycine max) CROPS
title Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
spellingShingle Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
Barison, Andersson
Ressonância magnética nuclear
RMN HR-MAS
Quimiometria
Soja
Soja geneticamente modificada
CIENCIAS EXATAS E DA TERRA::QUIMICA
title_short Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
title_full Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
title_fullStr Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
title_full_unstemmed Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
title_sort Emprego da RMN HR-MAS e análises quimiométricas no reconhecimento e avaliação de soja (Glycine max) geneticamente modificada
author Barison, Andersson
author_facet Barison, Andersson
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/0924773081596557
dc.contributor.author.fl_str_mv Barison, Andersson
dc.contributor.advisor1.fl_str_mv Ferreira, Antonio Gilberto
dc.contributor.advisor1Lattes.fl_str_mv http://genos.cnpq.br:12010/dwlattes/owa/prc_imp_cv_int?f_cod=K4721956Y6
contributor_str_mv Ferreira, Antonio Gilberto
dc.subject.por.fl_str_mv Ressonância magnética nuclear
RMN HR-MAS
Quimiometria
Soja
Soja geneticamente modificada
topic Ressonância magnética nuclear
RMN HR-MAS
Quimiometria
Soja
Soja geneticamente modificada
CIENCIAS EXATAS E DA TERRA::QUIMICA
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::QUIMICA
description The Biotechnology has made possible the development of genetically modified (GM) organisms, including soybean, main Brazilian agricultural product. These GM specimens has been produced by changing some original characteristics of plant in order to increase productivity and to reduce production costs. However, these novel organisms should be evaluated, in order to verify its safety for environment and human and animal consume. In this context, it is necessary to develop new analytical methodologies for substantial equivalence determination of these novel plants. NMR is an important analytical tool allowing acquisition of a great number of chemical information in a single experiment. Within NMR techniques, HR-MAS makes possible direct acquisition on intact samples (In situ), without any sample treatment. In addition, chemometric analysis is a powerful tool, which allows interpretation of high complex data, such as NMR spectra. In this work, HR-MAS NMR has been employed for acquisition of NMR spectra directly of soybeans and leaves. Application of chemometric analysis on NMR data, has made possible to discriminate samples according to cultivar, geographic origin and mainly genetic origin, as well as to predict the identity of unknown samples by means of classification models. For this, all methodology, including HR-MAS NMR spectra measurements and chemometric analysis, was developed and optimized. Chemometric analysis performed on HR-MAS NMR spectra has also allowed to determine differences on chemical composition among samples, mainly those between traditional and GM specimens, giving important information about substantial equivalence of GM soybean crops. In conclusion, it has been demonstrated that HR-MAS NMR technique together with chemometric analysis is an important tool to be used in metabolomic studies and in quality control of agricultural products.
publishDate 2005
dc.date.issued.fl_str_mv 2005-06-29
dc.date.available.fl_str_mv 2009-10-29
2016-06-02T20:34:16Z
dc.date.accessioned.fl_str_mv 2016-06-02T20:34:16Z
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dc.identifier.citation.fl_str_mv BARISON, Andersson. APPLICATION OF HR-MAS NMR AND CHEMOMETRIC ANALYSIS FOR DETECTION AND EVALUATION OF GENETICALLY MODIFIED SOYBEAN (Glycine max) CROPS. 2005. 268 f. Tese (Doutorado em Ciências Exatas e da Terra) - Universidade Federal de São Carlos, São Carlos, 2005.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/6141
identifier_str_mv BARISON, Andersson. APPLICATION OF HR-MAS NMR AND CHEMOMETRIC ANALYSIS FOR DETECTION AND EVALUATION OF GENETICALLY MODIFIED SOYBEAN (Glycine max) CROPS. 2005. 268 f. Tese (Doutorado em Ciências Exatas e da Terra) - Universidade Federal de São Carlos, São Carlos, 2005.
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