A QCAR model for predicting antioxidant activity of wild mushrooms

Detalhes bibliográficos
Autor(a) principal: Froufe, Hugo J.C.
Data de Publicação: 2009
Outros Autores: Abreu, Rui M.V., Ferreira, Isabel C.F.R.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/2615
Resumo: Wild mushrooms have been described as sources of natural antioxidants, particularly phenolic compounds. However, many other compounds present in wild mushrooms can also act as antioxidants (reducers), so whole extracts from a wide range of species need to be examined. To gain further knowledge in this area, the relationship between the antioxidant potential (scavenging effect and reducing power) and chemical composition of twenty three samples from seventeen Portuguese wild mushroom species was investigated. A wide range of analytical parameters reported by our research group (including ash, carbohydrates, proteins, fat, monounsaturated fatty acids, polyunsaturated fatty acids, saturated fatty acids, phenolics, flavonoids, ascorbic acid and -carotene) were studied and the data were analysed by partial least squares (PLS) regression analysis to allow correlation of all the parameters. Antioxidant activity correlated well with phenolic and flavonoid contents. A QCAR (Quantitative Composition-Activity Relationships) model was constructed, using the PLS method, and its robustness and predictability were verified by internal and external cross-validation methods. Finally, this model proved to be a useful tool in the prediction of mushrooms’ reducing power.
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spelling A QCAR model for predicting antioxidant activity of wild mushroomsWild mushroomsChemical compositionAntioxidant activityQCARPLSWild mushrooms have been described as sources of natural antioxidants, particularly phenolic compounds. However, many other compounds present in wild mushrooms can also act as antioxidants (reducers), so whole extracts from a wide range of species need to be examined. To gain further knowledge in this area, the relationship between the antioxidant potential (scavenging effect and reducing power) and chemical composition of twenty three samples from seventeen Portuguese wild mushroom species was investigated. A wide range of analytical parameters reported by our research group (including ash, carbohydrates, proteins, fat, monounsaturated fatty acids, polyunsaturated fatty acids, saturated fatty acids, phenolics, flavonoids, ascorbic acid and -carotene) were studied and the data were analysed by partial least squares (PLS) regression analysis to allow correlation of all the parameters. Antioxidant activity correlated well with phenolic and flavonoid contents. A QCAR (Quantitative Composition-Activity Relationships) model was constructed, using the PLS method, and its robustness and predictability were verified by internal and external cross-validation methods. Finally, this model proved to be a useful tool in the prediction of mushrooms’ reducing power.Taylor & FrancisBiblioteca Digital do IPBFroufe, Hugo J.C.Abreu, Rui M.V.Ferreira, Isabel C.F.R.2010-09-21T10:03:35Z20092009-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/pdfhttp://hdl.handle.net/10198/2615engFoufe, Hugo; Abreu, Rui M.V.; Ferreira, ICFR (2009). A QCAR model for predicting antioxidant activity of wild mushrooms. SAR and QSAR in Environmental Research. ISSN 1029-046X. 20:5-6. p. 579-5901029-046X10.1080/10629360903408423info: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:RCAAP2023-01-16T12:06:10ZPortal AgregadorONG
dc.title.none.fl_str_mv A QCAR model for predicting antioxidant activity of wild mushrooms
title A QCAR model for predicting antioxidant activity of wild mushrooms
spellingShingle A QCAR model for predicting antioxidant activity of wild mushrooms
Froufe, Hugo J.C.
Wild mushrooms
Chemical composition
Antioxidant activity
QCAR
PLS
title_short A QCAR model for predicting antioxidant activity of wild mushrooms
title_full A QCAR model for predicting antioxidant activity of wild mushrooms
title_fullStr A QCAR model for predicting antioxidant activity of wild mushrooms
title_full_unstemmed A QCAR model for predicting antioxidant activity of wild mushrooms
title_sort A QCAR model for predicting antioxidant activity of wild mushrooms
author Froufe, Hugo J.C.
author_facet Froufe, Hugo J.C.
Abreu, Rui M.V.
Ferreira, Isabel C.F.R.
author_role author
author2 Abreu, Rui M.V.
Ferreira, Isabel C.F.R.
author2_role author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Froufe, Hugo J.C.
Abreu, Rui M.V.
Ferreira, Isabel C.F.R.
dc.subject.por.fl_str_mv Wild mushrooms
Chemical composition
Antioxidant activity
QCAR
PLS
topic Wild mushrooms
Chemical composition
Antioxidant activity
QCAR
PLS
description Wild mushrooms have been described as sources of natural antioxidants, particularly phenolic compounds. However, many other compounds present in wild mushrooms can also act as antioxidants (reducers), so whole extracts from a wide range of species need to be examined. To gain further knowledge in this area, the relationship between the antioxidant potential (scavenging effect and reducing power) and chemical composition of twenty three samples from seventeen Portuguese wild mushroom species was investigated. A wide range of analytical parameters reported by our research group (including ash, carbohydrates, proteins, fat, monounsaturated fatty acids, polyunsaturated fatty acids, saturated fatty acids, phenolics, flavonoids, ascorbic acid and -carotene) were studied and the data were analysed by partial least squares (PLS) regression analysis to allow correlation of all the parameters. Antioxidant activity correlated well with phenolic and flavonoid contents. A QCAR (Quantitative Composition-Activity Relationships) model was constructed, using the PLS method, and its robustness and predictability were verified by internal and external cross-validation methods. Finally, this model proved to be a useful tool in the prediction of mushrooms’ reducing power.
publishDate 2009
dc.date.none.fl_str_mv 2009
2009-01-01T00:00:00Z
2010-09-21T10:03:35Z
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/10198/2615
url http://hdl.handle.net/10198/2615
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Foufe, Hugo; Abreu, Rui M.V.; Ferreira, ICFR (2009). A QCAR model for predicting antioxidant activity of wild mushrooms. SAR and QSAR in Environmental Research. ISSN 1029-046X. 20:5-6. p. 579-590
1029-046X
10.1080/10629360903408423
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Taylor & Francis
publisher.none.fl_str_mv Taylor & Francis
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)
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repository.mail.fl_str_mv
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