Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue

Detalhes bibliográficos
Autor(a) principal: Garcia-Cabezon, Cristina
Data de Publicação: 2018
Outros Autores: Teixeira, Guilherme Gobbi, Dias, L.G., Salvo-Comino, Coral, García-Hernandez, Celia, Rodriguez-Mendez, Maria Luz, Martin-Pedrosa, Fernando
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/23394
Resumo: A bio-electronic tongue has been developed to evaluate the phenolic content of grape residues (seeds and skins) in a fast and easy way with industrial use in mind. A voltammetric electronic tongue has been designed based on carbon resin electrodes modified with tyrosinase combined with electron mediators. The presence of the phenoloxydase promotes the selectivity and specificity towards phenols. The results of multivariate analysis allowed discriminating seeds and skins according to their polyphenolic content. Partial least squares (PLS) has been used to establish regression models with parameters related to phenolic content measured by spectroscopic methods i.e., total poliphenol content (TPC) and Folin–Ciocalteu (FC) indexes. It has been shown that electronic tongue can be successfully used to predict parameters of interest with high correlation coefficients (higher than 0.99 in both calibration and prediction) and low residual errors. These values can even be improved using genetic algorithms for multivalent analysis. In this way, a fast and simple tool is available for the evaluation of these values. This advantage may be due to the fact that the electrochemical signals are directly related to the phenolic content.
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spelling Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongueBio-electronic tongueElectrochemical sensorGrape seedGrape skinPhenolA bio-electronic tongue has been developed to evaluate the phenolic content of grape residues (seeds and skins) in a fast and easy way with industrial use in mind. A voltammetric electronic tongue has been designed based on carbon resin electrodes modified with tyrosinase combined with electron mediators. The presence of the phenoloxydase promotes the selectivity and specificity towards phenols. The results of multivariate analysis allowed discriminating seeds and skins according to their polyphenolic content. Partial least squares (PLS) has been used to establish regression models with parameters related to phenolic content measured by spectroscopic methods i.e., total poliphenol content (TPC) and Folin–Ciocalteu (FC) indexes. It has been shown that electronic tongue can be successfully used to predict parameters of interest with high correlation coefficients (higher than 0.99 in both calibration and prediction) and low residual errors. These values can even be improved using genetic algorithms for multivalent analysis. In this way, a fast and simple tool is available for the evaluation of these values. This advantage may be due to the fact that the electrochemical signals are directly related to the phenolic content.We appreciate the financial support of Ministerio de Ciencia Innovación y Universidades-FEDER Plan Nacional (RTI2018-097990-B-100) and (BES-2016-077825), Junta de Castilla y Leon-FEDER VA275P 18 and «Infraestructuras Red de Castilla y León (INFRARED)» UVA01.Biblioteca Digital do IPBGarcia-Cabezon, CristinaTeixeira, Guilherme GobbiDias, L.G.Salvo-Comino, CoralGarcía-Hernandez, CeliaRodriguez-Mendez, Maria LuzMartin-Pedrosa, Fernando2018-01-19T10:00:00Z20202020-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/23394engGarcia-Cabezon, Cristina; Teixeira, Guilherme Gobbi; Dias, L.G.; Salvo-Comino, Coral; García-Hernandez, Celia; Rodriguez-Mendez, Maria Luz; Martin-Pedrosa, Fernando (2020). Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue. Sensors. ISSN 1424-8220. 20:15, p. 1-141424822010.3390/s20154176info: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:RCAAP2024-03-06T01:21:10Zoai:bibliotecadigital.ipb.pt:10198/23394Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:14:23.794596Repositório 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 Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
title Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
spellingShingle Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
Garcia-Cabezon, Cristina
Bio-electronic tongue
Electrochemical sensor
Grape seed
Grape skin
Phenol
title_short Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
title_full Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
title_fullStr Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
title_full_unstemmed Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
title_sort Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue
author Garcia-Cabezon, Cristina
author_facet Garcia-Cabezon, Cristina
Teixeira, Guilherme Gobbi
Dias, L.G.
Salvo-Comino, Coral
García-Hernandez, Celia
Rodriguez-Mendez, Maria Luz
Martin-Pedrosa, Fernando
author_role author
author2 Teixeira, Guilherme Gobbi
Dias, L.G.
Salvo-Comino, Coral
García-Hernandez, Celia
Rodriguez-Mendez, Maria Luz
Martin-Pedrosa, Fernando
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Garcia-Cabezon, Cristina
Teixeira, Guilherme Gobbi
Dias, L.G.
Salvo-Comino, Coral
García-Hernandez, Celia
Rodriguez-Mendez, Maria Luz
Martin-Pedrosa, Fernando
dc.subject.por.fl_str_mv Bio-electronic tongue
Electrochemical sensor
Grape seed
Grape skin
Phenol
topic Bio-electronic tongue
Electrochemical sensor
Grape seed
Grape skin
Phenol
description A bio-electronic tongue has been developed to evaluate the phenolic content of grape residues (seeds and skins) in a fast and easy way with industrial use in mind. A voltammetric electronic tongue has been designed based on carbon resin electrodes modified with tyrosinase combined with electron mediators. The presence of the phenoloxydase promotes the selectivity and specificity towards phenols. The results of multivariate analysis allowed discriminating seeds and skins according to their polyphenolic content. Partial least squares (PLS) has been used to establish regression models with parameters related to phenolic content measured by spectroscopic methods i.e., total poliphenol content (TPC) and Folin–Ciocalteu (FC) indexes. It has been shown that electronic tongue can be successfully used to predict parameters of interest with high correlation coefficients (higher than 0.99 in both calibration and prediction) and low residual errors. These values can even be improved using genetic algorithms for multivalent analysis. In this way, a fast and simple tool is available for the evaluation of these values. This advantage may be due to the fact that the electrochemical signals are directly related to the phenolic content.
publishDate 2018
dc.date.none.fl_str_mv 2018-01-19T10:00:00Z
2020
2020-01-01T00:00:00Z
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/10198/23394
url http://hdl.handle.net/10198/23394
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Garcia-Cabezon, Cristina; Teixeira, Guilherme Gobbi; Dias, L.G.; Salvo-Comino, Coral; García-Hernandez, Celia; Rodriguez-Mendez, Maria Luz; Martin-Pedrosa, Fernando (2020). Analysis of phenolic content in grape seeds and skins by means of a bio-electronic tongue. Sensors. ISSN 1424-8220. 20:15, p. 1-14
14248220
10.3390/s20154176
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.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
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