Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias

Detalhes bibliográficos
Ano de defesa: 2018
Autor(a) principal: Soares, Frederico Luis Felipe
Orientador(a): Carneiro, Renato Lajarim 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
Câmpus São Carlos
Programa de Pós-Graduação: Programa de Pós-Graduação em Química - PPGQ
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
TLC
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.ufscar.br/handle/ufscar/10272
Resumo: Surface enhancement Raman spectroscopy (SERS) presents the advantages of conventional Raman spectroscopy with the possibility to detect compounds in low levels due to the enhancement on Raman intensity, generated by the molecule-nanoparticle system. Thin-layer chromatography (TLC) is a fast and easy separation technique, that can be coupled to several analytical techniques in order to identify compounds. TLC-SERS is a relatively new technique, with only a few works published; however it presents the advantages of both techniques synergically. The use of nanoparticles adsorbed onto the TLC plate enables to obtain Raman spectra of the separated compounds even in low concentrations. Therefore, this work proposes the use of TLC-SERS in three different application of food interest: product authentication, food safety and stability studies. 1) In product authentication, it was analyzed Pilsner beer samples in order to obtain pattern recognition related to brand and brewery. Samples were prepared in TLC plates and sprayed with gold nanoparticle to promote SERS analysis regarding the elution line of the target analytes. The obtained results were compared by two chemometric methods of data decomposition and signal recovering: multivariate curve resolution (MCR) and independent component analysis (ICA). From the obtained chromatographic peaks was possible to perform fingerprint analysis and identify clustering pattern concerning sample brand and brewery location. 2) As food safety application, the aim was to develop and optimize an analytical methodology to quantify two veterinary drugs (sulfamethoxazole and trimethoprim) in bovine milk. Central composite design was applied evaluating NaCl concentration and nanoparticles pre-concentration to optimize the analytical signal. The hyperspectral images obtained from TLC-SERS were processed using different chemometric methods. For trimethoprim, it was obtained recoveries of 82 – 112% in milk samples. Due to the high complexity of the samples, it was not possible to obtain reliable quantitative values for sulfamethoxazole. 3) For the stability study, it was kinetically assessed one red wine sample under different degradation conditions. For this, it was used a 2³ design of experiments varying pH, dissolved O2 and the presence of anti-oxidant agent. Samples were left in three stocking temperatures (4, 24 and 40 °C) and evaluated during 45 days. SERS chromatograms were analyzed using ICA, and from the chromatographic profile, it was possible to perform ANOVA-PCA where it was identified temperature and the presence of anti-oxidant agent as the most significant variables.
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spelling Soares, Frederico Luis FelipeCarneiro, Renato Lajarimhttp://lattes.cnpq.br/8065852319463976http://lattes.cnpq.br/10646208471071892018-07-11T11:51:02Z2018-07-11T11:51:02Z2018-04-13SOARES, Frederico Luis Felipe. Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias. 2018. Tese (Doutorado em Química) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/ufscar/10272.https://repositorio.ufscar.br/handle/ufscar/10272Surface enhancement Raman spectroscopy (SERS) presents the advantages of conventional Raman spectroscopy with the possibility to detect compounds in low levels due to the enhancement on Raman intensity, generated by the molecule-nanoparticle system. Thin-layer chromatography (TLC) is a fast and easy separation technique, that can be coupled to several analytical techniques in order to identify compounds. TLC-SERS is a relatively new technique, with only a few works published; however it presents the advantages of both techniques synergically. The use of nanoparticles adsorbed onto the TLC plate enables to obtain Raman spectra of the separated compounds even in low concentrations. Therefore, this work proposes the use of TLC-SERS in three different application of food interest: product authentication, food safety and stability studies. 1) In product authentication, it was analyzed Pilsner beer samples in order to obtain pattern recognition related to brand and brewery. Samples were prepared in TLC plates and sprayed with gold nanoparticle to promote SERS analysis regarding the elution line of the target analytes. The obtained results were compared by two chemometric methods of data decomposition and signal recovering: multivariate curve resolution (MCR) and independent component analysis (ICA). From the obtained chromatographic peaks was possible to perform fingerprint analysis and identify clustering pattern concerning sample brand and brewery location. 2) As food safety application, the aim was to develop and optimize an analytical methodology to quantify two veterinary drugs (sulfamethoxazole and trimethoprim) in bovine milk. Central composite design was applied evaluating NaCl concentration and nanoparticles pre-concentration to optimize the analytical signal. The hyperspectral images obtained from TLC-SERS were processed using different chemometric methods. For trimethoprim, it was obtained recoveries of 82 – 112% in milk samples. Due to the high complexity of the samples, it was not possible to obtain reliable quantitative values for sulfamethoxazole. 3) For the stability study, it was kinetically assessed one red wine sample under different degradation conditions. For this, it was used a 2³ design of experiments varying pH, dissolved O2 and the presence of anti-oxidant agent. Samples were left in three stocking temperatures (4, 24 and 40 °C) and evaluated during 45 days. SERS chromatograms were analyzed using ICA, and from the chromatographic profile, it was possible to perform ANOVA-PCA where it was identified temperature and the presence of anti-oxidant agent as the most significant variables.A espectroscopia Raman amplificada por superfície (SERS), apresenta as vantagens da espectroscopia Raman convencional com a possibilidade de detectar compostos em menores concentrações devido ao aumento na intensidade Raman gerada pelo sistema molécula-nanopartícula. A cromatografia de camada delgada (CCD) é uma técnica de separação rápida, fácil e que pode ser associada a diversas técnicas analíticas com o intuito de identificar e detectar os compostos separados. A SERS-CCD é uma técnica pouco estudada, mas que apresenta as vantagens de ambas as técnicas de maneira sinérgica. A utilização de nanopartículas adsorvidas nas placas de CCD reveladas possibilita adquirir espectros Raman dos compostos separados mesmo em baixas concentrações. Neste trabalho, propõe-se a utilização da SERS-CCD em três diferentes aplicações de interesse alimentar: autenticação de produto, segurança alimentar e estudo de estabilidade. 1) Na autenticação de produto, foram analisadas amostras de cerveja Pilsner com o intuito de se obter padrões de agrupamentos relativos a marca e local de produção. As amostras foram separadas em placas de CCD e borrifadas pela solução coloidal de nanopartículas de ouro para análises SERS ao longo da linha de separação. Comparou-se dois métodos quimiométricos de decomposição de dados e recuperação de sinais, a resolução de curvas multivariadas (MCR) e análise por componentes independentes (ICA). A partir dos picos cromatográficos obtidos, pôde-se realizar uma análise de fingerprint das amostras e identificou-se padrões de agrupamento a partir da marca e local de fabricação. 2) Como aplicação em segurança alimentar, teve-se como objetivo desenvolver e otimizar uma método analítica para a quantificação de dois fármacos de uso veterinário (sulfametoxazol e trimetoprima) em amostras de leite. Um planejamento composto central foi aplicado investigando a concentração de NaCl nas nanopartículas e a pré-concentração das mesmas para otimizar o sinal analítico. As imagens hiperspectrais geradas a partir da análise por SERS-CCD foram tratadas com diferentes métodos quimiométricos. Para trimetoprima foi obtido recuperações de 82 a 118%. Devido à complexidade da amostra, não foi possível obter valores quantitativos confiáveis para sulfametoxazol. 3) Para o estudo de estabilidade, avaliou-se cineticamente uma amostra de vinho tinto submetida a diferentes condições de degradação. Para isso, utilizou-se um planejamento experimental de 2³ com as variáveis pH da solução, quantidade de O2 dissolvido e a presença de agente antioxidante. As amostras foram submetidas a três temperaturas de estocagem (4, 24 e 40 °C) e avaliadas durante 45 dias. Os cromatogramas SERS foram analisados utilizando ICA, e a partir dos picos cromatográficos obtidos, pôde-se realizar uma ANOVA-PCA onde identificou-se as variáveis temperatura e agente antioxidante como as mais significativas para a alteração da amostra.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)porUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Química - PPGQUFSCarQuimiometriaCervejaLeiteVinhoSERSTLCChemometricsBeerMilkWineCIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICAEspectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentíciasSurface enhancement Raman spectroscopy coupled to thin-layer chromatography for analysis of food samplesDiffusion Raman exaltée par effet de surface associée à chromatographie sur couche mince pour l'analyse d'échantillons alimentairesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisOnlineinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALTese_FLFS.pdfTese_FLFS.pdfapplication/pdf7357194https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10272/1/Tese_FLFS.pdf9e987753e58d126d0ee6e2812cd8ff76MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10272/4/license.txtae0398b6f8b235e40ad82cba6c50031dMD54TEXTTese_FLFS.pdf.txtTese_FLFS.pdf.txtExtracted texttext/plain268014https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10272/5/Tese_FLFS.pdf.txt414cdfcfc5dae18b46e64210dd44e6ffMD55THUMBNAILTese_FLFS.pdf.jpgTese_FLFS.pdf.jpgIM Thumbnailimage/jpeg9437https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10272/6/Tese_FLFS.pdf.jpge00eb0de07351f97d734f3569616e5cdMD56ufscar/102722019-09-11 03:18:11.603oai:repositorio.ufscar.br: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Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-05-25T12:56:12.502363Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
dc.title.alternative.eng.fl_str_mv Surface enhancement Raman spectroscopy coupled to thin-layer chromatography for analysis of food samples
dc.title.alternative.fre.fl_str_mv Diffusion Raman exaltée par effet de surface associée à chromatographie sur couche mince pour l'analyse d'échantillons alimentaires
title Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
spellingShingle Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
Soares, Frederico Luis Felipe
Quimiometria
Cerveja
Leite
Vinho
SERS
TLC
Chemometrics
Beer
Milk
Wine
CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICA
title_short Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
title_full Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
title_fullStr Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
title_full_unstemmed Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
title_sort Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias
author Soares, Frederico Luis Felipe
author_facet Soares, Frederico Luis Felipe
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/1064620847107189
dc.contributor.author.fl_str_mv Soares, Frederico Luis Felipe
dc.contributor.advisor1.fl_str_mv Carneiro, Renato Lajarim
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8065852319463976
contributor_str_mv Carneiro, Renato Lajarim
dc.subject.por.fl_str_mv Quimiometria
Cerveja
Leite
Vinho
SERS
TLC
topic Quimiometria
Cerveja
Leite
Vinho
SERS
TLC
Chemometrics
Beer
Milk
Wine
CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICA
dc.subject.eng.fl_str_mv Chemometrics
Beer
Milk
Wine
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICA
description Surface enhancement Raman spectroscopy (SERS) presents the advantages of conventional Raman spectroscopy with the possibility to detect compounds in low levels due to the enhancement on Raman intensity, generated by the molecule-nanoparticle system. Thin-layer chromatography (TLC) is a fast and easy separation technique, that can be coupled to several analytical techniques in order to identify compounds. TLC-SERS is a relatively new technique, with only a few works published; however it presents the advantages of both techniques synergically. The use of nanoparticles adsorbed onto the TLC plate enables to obtain Raman spectra of the separated compounds even in low concentrations. Therefore, this work proposes the use of TLC-SERS in three different application of food interest: product authentication, food safety and stability studies. 1) In product authentication, it was analyzed Pilsner beer samples in order to obtain pattern recognition related to brand and brewery. Samples were prepared in TLC plates and sprayed with gold nanoparticle to promote SERS analysis regarding the elution line of the target analytes. The obtained results were compared by two chemometric methods of data decomposition and signal recovering: multivariate curve resolution (MCR) and independent component analysis (ICA). From the obtained chromatographic peaks was possible to perform fingerprint analysis and identify clustering pattern concerning sample brand and brewery location. 2) As food safety application, the aim was to develop and optimize an analytical methodology to quantify two veterinary drugs (sulfamethoxazole and trimethoprim) in bovine milk. Central composite design was applied evaluating NaCl concentration and nanoparticles pre-concentration to optimize the analytical signal. The hyperspectral images obtained from TLC-SERS were processed using different chemometric methods. For trimethoprim, it was obtained recoveries of 82 – 112% in milk samples. Due to the high complexity of the samples, it was not possible to obtain reliable quantitative values for sulfamethoxazole. 3) For the stability study, it was kinetically assessed one red wine sample under different degradation conditions. For this, it was used a 2³ design of experiments varying pH, dissolved O2 and the presence of anti-oxidant agent. Samples were left in three stocking temperatures (4, 24 and 40 °C) and evaluated during 45 days. SERS chromatograms were analyzed using ICA, and from the chromatographic profile, it was possible to perform ANOVA-PCA where it was identified temperature and the presence of anti-oxidant agent as the most significant variables.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-07-11T11:51:02Z
dc.date.available.fl_str_mv 2018-07-11T11:51:02Z
dc.date.issued.fl_str_mv 2018-04-13
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv SOARES, Frederico Luis Felipe. Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias. 2018. Tese (Doutorado em Química) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/ufscar/10272.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/10272
identifier_str_mv SOARES, Frederico Luis Felipe. Espectroscopia Raman amplificada por superfície associada à cromatografia em camada delgada para análise de amostras alimentícias. 2018. Tese (Doutorado em Química) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/ufscar/10272.
url https://repositorio.ufscar.br/handle/ufscar/10272
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dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Química - PPGQ
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
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