Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide Nanoparticles

The maturity of grapes is usually monitored by means of the sugar concentration. However, the assessment of other parameters such as the phenolic content is also important because the phenolic maturity has an important impact on the organoleptic characteristics of wines. In this work, voltammetric s...

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Main Authors: Celia Garcia-Hernandez, Cristina Medina-Plaza, Cristina Garcia-Cabezon, Yolanda Blanco, Jose A. Fernandez-Escudero, Enrique Barajas-Tola, Miguel A. Rodriguez-Perez, Fernando Martin-Pedrosa, Maria L. Rodriguez-Mendez
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-04-01
Series:Frontiers in Chemistry
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fchem.2018.00131/full
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spelling doaj-f142482bc93f48e19b823b071af5591d2020-11-24T20:58:47ZengFrontiers Media S.A.Frontiers in Chemistry2296-26462018-04-01610.3389/fchem.2018.00131354547Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide NanoparticlesCelia Garcia-Hernandez0Cristina Medina-Plaza1Cristina Garcia-Cabezon2Yolanda Blanco3Jose A. Fernandez-Escudero4Enrique Barajas-Tola5Miguel A. Rodriguez-Perez6Fernando Martin-Pedrosa7Maria L. Rodriguez-Mendez8Group UVaSens, Department of Inorganic Chemistry, Escuela de Ingenierías Industriales, Universidad de Valladolid, Valladolid, SpainGroup UVaSens, Department of Inorganic Chemistry, Escuela de Ingenierías Industriales, Universidad de Valladolid, Valladolid, SpainGroup UVasens, Department of Materials Science, Universidad de Valladolid, Valladolid, SpainGroup UVasens, Department of Materials Science, Universidad de Valladolid, Valladolid, SpainEstacion Enologica de Castilla y Leon, Valladolid, SpainITACYL, Valladolid, SpainGroup UVaSens, Department of Inorganic Chemistry, Escuela de Ingenierías Industriales, Universidad de Valladolid, Valladolid, SpainGroup UVasens, Department of Materials Science, Universidad de Valladolid, Valladolid, SpainGroup UVaSens, Department of Inorganic Chemistry, Escuela de Ingenierías Industriales, Universidad de Valladolid, Valladolid, SpainThe maturity of grapes is usually monitored by means of the sugar concentration. However, the assessment of other parameters such as the phenolic content is also important because the phenolic maturity has an important impact on the organoleptic characteristics of wines. In this work, voltammetric sensors able to detect phenols in red grapes have been developed. They are based on metal oxide nanoparticles (CeO2, NiO, and TiO2,) whose excellent electrocatalytic properties toward phenols allows obtaining sensors with detection limits in the range of 10−8 M and coefficients of variation lower than 7%. An electronic tongue constructed using a combination of the nanoparticle-based sensors is capable to monitor the phenolic maturity of red grapes from véraison to maturity. Principal Component Analysis (PCA) can be successfully used to discriminate samples according to the ripeness. Regression models performed using Partial Least Squares (PLS-1) have established good correlations between voltammetric data obtained with the electrochemical sensors and the Total Polyphenolic Index, the Brix degree and the Total Acidity, with correlation coefficients close to 1 and low number of latent variables. An advantage of this system is that the electronic tongue can be used for the simultaneous assessment of these three parameters which are the main factors used to monitor the maturity of grapes. Thus the electronic tongue based on metal oxide nanoparticles can be a valuable tool to monitor ripeness. These results demonstrate the exciting possible applications of metal oxide nanoparticles in the field of electronic tongues.http://journal.frontiersin.org/article/10.3389/fchem.2018.00131/fullelectronic tonguegraperipeningphenolic maturitymetal oxide nanoparticles
collection DOAJ
language English
format Article
sources DOAJ
author Celia Garcia-Hernandez
Cristina Medina-Plaza
Cristina Garcia-Cabezon
Yolanda Blanco
Jose A. Fernandez-Escudero
Enrique Barajas-Tola
Miguel A. Rodriguez-Perez
Fernando Martin-Pedrosa
Maria L. Rodriguez-Mendez
spellingShingle Celia Garcia-Hernandez
Cristina Medina-Plaza
Cristina Garcia-Cabezon
Yolanda Blanco
Jose A. Fernandez-Escudero
Enrique Barajas-Tola
Miguel A. Rodriguez-Perez
Fernando Martin-Pedrosa
Maria L. Rodriguez-Mendez
Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide Nanoparticles
Frontiers in Chemistry
electronic tongue
grape
ripening
phenolic maturity
metal oxide nanoparticles
author_facet Celia Garcia-Hernandez
Cristina Medina-Plaza
Cristina Garcia-Cabezon
Yolanda Blanco
Jose A. Fernandez-Escudero
Enrique Barajas-Tola
Miguel A. Rodriguez-Perez
Fernando Martin-Pedrosa
Maria L. Rodriguez-Mendez
author_sort Celia Garcia-Hernandez
title Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide Nanoparticles
title_short Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide Nanoparticles
title_full Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide Nanoparticles
title_fullStr Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide Nanoparticles
title_full_unstemmed Monitoring the Phenolic Ripening of Red Grapes Using a Multisensor System Based on Metal-Oxide Nanoparticles
title_sort monitoring the phenolic ripening of red grapes using a multisensor system based on metal-oxide nanoparticles
publisher Frontiers Media S.A.
series Frontiers in Chemistry
issn 2296-2646
publishDate 2018-04-01
description The maturity of grapes is usually monitored by means of the sugar concentration. However, the assessment of other parameters such as the phenolic content is also important because the phenolic maturity has an important impact on the organoleptic characteristics of wines. In this work, voltammetric sensors able to detect phenols in red grapes have been developed. They are based on metal oxide nanoparticles (CeO2, NiO, and TiO2,) whose excellent electrocatalytic properties toward phenols allows obtaining sensors with detection limits in the range of 10−8 M and coefficients of variation lower than 7%. An electronic tongue constructed using a combination of the nanoparticle-based sensors is capable to monitor the phenolic maturity of red grapes from véraison to maturity. Principal Component Analysis (PCA) can be successfully used to discriminate samples according to the ripeness. Regression models performed using Partial Least Squares (PLS-1) have established good correlations between voltammetric data obtained with the electrochemical sensors and the Total Polyphenolic Index, the Brix degree and the Total Acidity, with correlation coefficients close to 1 and low number of latent variables. An advantage of this system is that the electronic tongue can be used for the simultaneous assessment of these three parameters which are the main factors used to monitor the maturity of grapes. Thus the electronic tongue based on metal oxide nanoparticles can be a valuable tool to monitor ripeness. These results demonstrate the exciting possible applications of metal oxide nanoparticles in the field of electronic tongues.
topic electronic tongue
grape
ripening
phenolic maturity
metal oxide nanoparticles
url http://journal.frontiersin.org/article/10.3389/fchem.2018.00131/full
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