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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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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