Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Tipo de documento: | Tese |
Idioma: | por |
Título da fonte: | Repositório Institucional da Universidade Federal do Ceará (UFC) |
Texto Completo: | http://www.repositorio.ufc.br/handle/riufc/40003 |
Resumo: | The use of co-products from the fruit agroindustry as a source of bioactive molecules presents economic advantages since these compounds are available at a low cost and may present an alternative of adding value to this highly available raw material. Therefore, the present study had as objective to evaluate the metabolomic profile of the leaves of cajazeira, umbuzeiro and seven varieties of pineapple, correlating the chemical profiles to cytotoxicity tests. The hexane extracts of cajazeira, umbuzeiro and seven varieties of pineapple and the hydroalcoholic extracts of leaves of cajazeira and umbuzeiro were analyzed. The metabolic profiles of the hexane extracts were established via GC-MS, in the cassava and umbuzeiro leaves 23 different metabolites were identified in the cultivars of pineapple were identified 27. The hydroalcoholic extracts of the leaves of cajazeira and umbuzeiro were analyzed by UPLC-QTOF-MSE allowing the identification of 43 metabolites. Through the multivariate analysis (PCA, HCA, PLS-DA and OPLS-DA), it was possible to correlate the metabolomic profiles with the respective cytotoxic activities, through the identification of the respective biomarkers. The hexanic extracts of the umbuzeiro showed high activity against all the tumoral lines including the healthy cells, being, therefore, to be infeasible, to present high cytotoxicity. However, the extract of cajazeira presented inhibitory activity relevant to the prostate cancer strain (75.28%); in addition, a good selectivity index was verified in relation to the healthy cell line (44.63%). In relation to the hexanic extracts of the seven varieties of pineapple, promising cytotoxic activity against the six tumor lines tested (colon, leukemia, prostate, astrocytoma, breast and uterine cervix) was generally verified, in this case, the biomarkers that were tentatively associated with the cytotoxic activity. In the hydroalcoholic extracts, the cytotoxicity assays demonstrate that the leaves of cassava have better cytotoxic activity when compared to the umbuzeiro leaves. The best results were obtained against leukemia and melanoma tumor cell lines. The validation of the biomarkers found by chemometric methods was performed through comparisons, using theoretical calculations involving molecular orbitals, which represented an innovation in the field of metabolomic studies. |
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Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariadaStudy of the metabolomic profile of cajazeira, umbuzeiro and pineapple leaves and its correlation with potential anticancer activity through multivariate analysisMetabolômicaCromatografiaSpondias mombin LSpondias tuberosa ArrCamAnanas comosus LThe use of co-products from the fruit agroindustry as a source of bioactive molecules presents economic advantages since these compounds are available at a low cost and may present an alternative of adding value to this highly available raw material. Therefore, the present study had as objective to evaluate the metabolomic profile of the leaves of cajazeira, umbuzeiro and seven varieties of pineapple, correlating the chemical profiles to cytotoxicity tests. The hexane extracts of cajazeira, umbuzeiro and seven varieties of pineapple and the hydroalcoholic extracts of leaves of cajazeira and umbuzeiro were analyzed. The metabolic profiles of the hexane extracts were established via GC-MS, in the cassava and umbuzeiro leaves 23 different metabolites were identified in the cultivars of pineapple were identified 27. The hydroalcoholic extracts of the leaves of cajazeira and umbuzeiro were analyzed by UPLC-QTOF-MSE allowing the identification of 43 metabolites. Through the multivariate analysis (PCA, HCA, PLS-DA and OPLS-DA), it was possible to correlate the metabolomic profiles with the respective cytotoxic activities, through the identification of the respective biomarkers. The hexanic extracts of the umbuzeiro showed high activity against all the tumoral lines including the healthy cells, being, therefore, to be infeasible, to present high cytotoxicity. However, the extract of cajazeira presented inhibitory activity relevant to the prostate cancer strain (75.28%); in addition, a good selectivity index was verified in relation to the healthy cell line (44.63%). In relation to the hexanic extracts of the seven varieties of pineapple, promising cytotoxic activity against the six tumor lines tested (colon, leukemia, prostate, astrocytoma, breast and uterine cervix) was generally verified, in this case, the biomarkers that were tentatively associated with the cytotoxic activity. In the hydroalcoholic extracts, the cytotoxicity assays demonstrate that the leaves of cassava have better cytotoxic activity when compared to the umbuzeiro leaves. The best results were obtained against leukemia and melanoma tumor cell lines. The validation of the biomarkers found by chemometric methods was performed through comparisons, using theoretical calculations involving molecular orbitals, which represented an innovation in the field of metabolomic studies.CAPESO uso de coprodutos da agroindústria de frutas como fonte de moléculas bioativas apresenta vantagens econômicas, uma vez que esses compostos estão disponíveis a um baixo custo e podem apresentar uma alternativa de agregação de valor a essa matéria prima altamente disponível. Portanto, o presente estudo teve como objetivo avaliar o perfil metabolômico das folhas de cajazeira, umbuzeiro e sete variedades de abacaxizeiro, correlacionando os perfis químicos a testes de citotoxicidade. Foram analisados os extratos hexânicos de cajazeira, umbuzeiro e sete variedades do abacaxizeiro e os extratos hidroalcoólicos de folhas de cajazeira e umbuzeiro. Os perfis metabólicos dos extratos hexânicos foram estabelecidos via GC-MS, nas folhas de cajazeira e umbuzeiro foram identificados 23 metabólitos distintos, nas cultivares de abacaxizeiro foram identificados 27. Os extratos hidroalcoólicos das folhas de cajazeira e umbuzeiro foram analisados por UPLC-QTOF-MSE permitindo a identificação de 43 metabólitos. Através da análise multivariada (PCA, HCA, PLS-DA e OPLS-DA), foi possível correlacionar os perfis metabolômicos com as respectivas atividades citotóxicas, por meio da identificação dos respectivos biomarcadores. Os extratos hexânicos do umbuzeiro apresentaram alta atividade contra todas as linhagens tumorais incluindo as células saudáveis, mostrando-se, portanto, ser inviável, por apresentar alta citotoxicidade. Contudo, o extrato da cajazeira apresentou atividade de inibição relevante para a linhagem de câncer de próstata (75,28%), além disso, foi verificado um bom índice de seletividade em relação a linhagem celular saudável (44,63%). Em relação aos extratos hexânicos das sete variedades do abacaxizeiro, de modo geral foi verificada atividade citotóxica promissora contra as seis linhagens tumorais testadas (cólon, leucemia, próstata, astrocitoma, mama e colo uterino), neste caso também foram determinados os biomarcadores que tentativamente foram associados a atividade citotóxica. Nos extratos hidroalcoólicos, os ensaios de citotoxicidade demonstram que as folhas de cajazeira apresentam melhor atividade citotóxica quando comparadas as folhas do umbuzeiro. Os melhores resultados foram obtidos frente as linhagens de células tumorais de leucemia e melanoma. A validação dos biomarcadores encontrados via métodos quimiométricos foi realizada por meio de comparações, usando cálculos teóricos, envolvendo orbitais moleculares o que representou uma inovação no campo dos estudos metabolômicos.Nascimento, Ronaldo Ferreira doZocolo, Guilherme JuliãoGuedes, Jhonyson Arruda Carvalho2019-02-26T20:12:52Z2019-02-26T20:12:52Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfGUEDES, Jhonyson Arruda Carvalho. Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada. 2019. 160 f. Tese (Doutorado em Química) - Universidade Federal do Ceará, Fortaleza, 2018.http://www.repositorio.ufc.br/handle/riufc/40003porreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccess2019-02-26T20:28:32Zoai:repositorio.ufc.br:riufc/40003Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2024-09-11T18:26:40.487069Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false |
dc.title.none.fl_str_mv |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada Study of the metabolomic profile of cajazeira, umbuzeiro and pineapple leaves and its correlation with potential anticancer activity through multivariate analysis |
title |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada |
spellingShingle |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada Guedes, Jhonyson Arruda Carvalho Metabolômica Cromatografia Spondias mombin L Spondias tuberosa Arr Cam Ananas comosus L |
title_short |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada |
title_full |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada |
title_fullStr |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada |
title_full_unstemmed |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada |
title_sort |
Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada |
author |
Guedes, Jhonyson Arruda Carvalho |
author_facet |
Guedes, Jhonyson Arruda Carvalho |
author_role |
author |
dc.contributor.none.fl_str_mv |
Nascimento, Ronaldo Ferreira do Zocolo, Guilherme Julião |
dc.contributor.author.fl_str_mv |
Guedes, Jhonyson Arruda Carvalho |
dc.subject.por.fl_str_mv |
Metabolômica Cromatografia Spondias mombin L Spondias tuberosa Arr Cam Ananas comosus L |
topic |
Metabolômica Cromatografia Spondias mombin L Spondias tuberosa Arr Cam Ananas comosus L |
description |
The use of co-products from the fruit agroindustry as a source of bioactive molecules presents economic advantages since these compounds are available at a low cost and may present an alternative of adding value to this highly available raw material. Therefore, the present study had as objective to evaluate the metabolomic profile of the leaves of cajazeira, umbuzeiro and seven varieties of pineapple, correlating the chemical profiles to cytotoxicity tests. The hexane extracts of cajazeira, umbuzeiro and seven varieties of pineapple and the hydroalcoholic extracts of leaves of cajazeira and umbuzeiro were analyzed. The metabolic profiles of the hexane extracts were established via GC-MS, in the cassava and umbuzeiro leaves 23 different metabolites were identified in the cultivars of pineapple were identified 27. The hydroalcoholic extracts of the leaves of cajazeira and umbuzeiro were analyzed by UPLC-QTOF-MSE allowing the identification of 43 metabolites. Through the multivariate analysis (PCA, HCA, PLS-DA and OPLS-DA), it was possible to correlate the metabolomic profiles with the respective cytotoxic activities, through the identification of the respective biomarkers. The hexanic extracts of the umbuzeiro showed high activity against all the tumoral lines including the healthy cells, being, therefore, to be infeasible, to present high cytotoxicity. However, the extract of cajazeira presented inhibitory activity relevant to the prostate cancer strain (75.28%); in addition, a good selectivity index was verified in relation to the healthy cell line (44.63%). In relation to the hexanic extracts of the seven varieties of pineapple, promising cytotoxic activity against the six tumor lines tested (colon, leukemia, prostate, astrocytoma, breast and uterine cervix) was generally verified, in this case, the biomarkers that were tentatively associated with the cytotoxic activity. In the hydroalcoholic extracts, the cytotoxicity assays demonstrate that the leaves of cassava have better cytotoxic activity when compared to the umbuzeiro leaves. The best results were obtained against leukemia and melanoma tumor cell lines. The validation of the biomarkers found by chemometric methods was performed through comparisons, using theoretical calculations involving molecular orbitals, which represented an innovation in the field of metabolomic studies. |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019-02-26T20:12:52Z 2019-02-26T20:12:52Z 2019 |
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.uri.fl_str_mv |
GUEDES, Jhonyson Arruda Carvalho. Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada. 2019. 160 f. Tese (Doutorado em Química) - Universidade Federal do Ceará, Fortaleza, 2018. http://www.repositorio.ufc.br/handle/riufc/40003 |
identifier_str_mv |
GUEDES, Jhonyson Arruda Carvalho. Estudo do perfil metabolômico de folhas de cajazeira, umbuzeiro e abacaxizeiro e sua correlação com potencial atividade anticâncer por meio de análise multivariada. 2019. 160 f. Tese (Doutorado em Química) - Universidade Federal do Ceará, Fortaleza, 2018. |
url |
http://www.repositorio.ufc.br/handle/riufc/40003 |
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 |
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reponame:Repositório Institucional da Universidade Federal do Ceará (UFC) instname:Universidade Federal do Ceará (UFC) instacron:UFC |
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Universidade Federal do Ceará (UFC) |
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UFC |
institution |
UFC |
reponame_str |
Repositório Institucional da Universidade Federal do Ceará (UFC) |
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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 |
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1813028806107070464 |