A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil

Detalhes bibliográficos
Autor(a) principal: Cardoso, Sara Manso Sousa
Data de Publicação: 2017
Outros Autores: Maraschin, Marcelo, Peruch, Luiz Augusto Martins, Rocha, Miguel, Pereira, Aline
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/51431
Resumo: Banana peels are well recognized as a source of important bioactive compounds, such as phenolics, carotenoids, biogenic amines, among others. As such, they have recently started to be used for industrial purposes. However, its composition seems to be strongly affected by biotic or abiotic ecological factors. Thus, this study aimed to investigate banana peels chemical composition, not only to get insights on eventual metabolic changes caused by the seasons, in southern Brazil, but also to identify the most relevant metabolites for these processes. To achieve this, a Nuclear magnetic resonance (NMR)-based metabolic profiling strategy was adopted, followed by chemometrics analysis, using the specmine package for the R environment, and metabolite identification. The results showed that the metabolomic approach adopted allowed identifying a series of primary and secondary metabolites in the aqueous extracts investigated. Besides, over the seasons the metabolic profiles of the banana peels showed to contain biologically active compounds relevant to the skin wound healing process, indicating the biotechnological potential of that raw material.
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spelling A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern BrazilNuclear magnetic resonanceChemometricsBananaMetabolite identificationScience & TechnologyBanana peels are well recognized as a source of important bioactive compounds, such as phenolics, carotenoids, biogenic amines, among others. As such, they have recently started to be used for industrial purposes. However, its composition seems to be strongly affected by biotic or abiotic ecological factors. Thus, this study aimed to investigate banana peels chemical composition, not only to get insights on eventual metabolic changes caused by the seasons, in southern Brazil, but also to identify the most relevant metabolites for these processes. To achieve this, a Nuclear magnetic resonance (NMR)-based metabolic profiling strategy was adopted, followed by chemometrics analysis, using the specmine package for the R environment, and metabolite identification. The results showed that the metabolomic approach adopted allowed identifying a series of primary and secondary metabolites in the aqueous extracts investigated. Besides, over the seasons the metabolic profiles of the banana peels showed to contain biologically active compounds relevant to the skin wound healing process, indicating the biotechnological potential of that raw material.To CNPq (National Counsel of Technological and Scientific Development) for financial support (Process n 407323/2013-9), to CAPES (Coordination for the Improvement of Higher Education Personnel), and EPAGRI (Agricultural Research and Rural Extension Company of Santa Catarina). The research fellowship from CNPq on behalf of M. Maraschin is acknowledged. The work is partially funded by Project PropMine, funded by the agreement between Portuguese FCT and Brazilian CNPq. This study was also partially supported by the Portuguese Foundation for Science and Technology (FCT) under the scope of the strategic funding of UID/BIO/04469/2013 unit and COMPETE 2020 (POCI-01-0145FEDER-006684) and BioTecNorte operation (NORTE-01-0145-FEDER-000004) funded by European Regional Development Fund under the scope of Norte2020 – Programa Operacional Regional do Norte.info:eu-repo/semantics/publishedVersionWalter de Gruyter GmbHUniversidade do MinhoCardoso, Sara Manso SousaMaraschin, MarceloPeruch, Luiz Augusto MartinsRocha, MiguelPereira, Aline20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/51431engCardoso, Sara; Maraschin, Marcelo; Martins Peruch, Luiz Augusto; Rocha, Miguel; Pereira, Aline, A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil. Journal of Integrative Bioinformatics, 14(4, SI), 20171613-45161613-451610.1515/jib-2017-0053info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:50:19Zoai:repositorium.sdum.uminho.pt:1822/51431Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:48:59.147424Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
title A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
spellingShingle A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
Cardoso, Sara Manso Sousa
Nuclear magnetic resonance
Chemometrics
Banana
Metabolite identification
Science & Technology
title_short A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
title_full A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
title_fullStr A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
title_full_unstemmed A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
title_sort A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil
author Cardoso, Sara Manso Sousa
author_facet Cardoso, Sara Manso Sousa
Maraschin, Marcelo
Peruch, Luiz Augusto Martins
Rocha, Miguel
Pereira, Aline
author_role author
author2 Maraschin, Marcelo
Peruch, Luiz Augusto Martins
Rocha, Miguel
Pereira, Aline
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Cardoso, Sara Manso Sousa
Maraschin, Marcelo
Peruch, Luiz Augusto Martins
Rocha, Miguel
Pereira, Aline
dc.subject.por.fl_str_mv Nuclear magnetic resonance
Chemometrics
Banana
Metabolite identification
Science & Technology
topic Nuclear magnetic resonance
Chemometrics
Banana
Metabolite identification
Science & Technology
description Banana peels are well recognized as a source of important bioactive compounds, such as phenolics, carotenoids, biogenic amines, among others. As such, they have recently started to be used for industrial purposes. However, its composition seems to be strongly affected by biotic or abiotic ecological factors. Thus, this study aimed to investigate banana peels chemical composition, not only to get insights on eventual metabolic changes caused by the seasons, in southern Brazil, but also to identify the most relevant metabolites for these processes. To achieve this, a Nuclear magnetic resonance (NMR)-based metabolic profiling strategy was adopted, followed by chemometrics analysis, using the specmine package for the R environment, and metabolite identification. The results showed that the metabolomic approach adopted allowed identifying a series of primary and secondary metabolites in the aqueous extracts investigated. Besides, over the seasons the metabolic profiles of the banana peels showed to contain biologically active compounds relevant to the skin wound healing process, indicating the biotechnological potential of that raw material.
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/51431
url http://hdl.handle.net/1822/51431
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Cardoso, Sara; Maraschin, Marcelo; Martins Peruch, Luiz Augusto; Rocha, Miguel; Pereira, Aline, A chemometrics approach for nuclear magnetic resonance data to characterize the partial metabolome banana peels from southern Brazil. Journal of Integrative Bioinformatics, 14(4, SI), 2017
1613-4516
1613-4516
10.1515/jib-2017-0053
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Walter de Gruyter GmbH
publisher.none.fl_str_mv Walter de Gruyter GmbH
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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