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Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation

Incorporating electronic tongues into microfluidic devices brings benefits as dealing with small amounts of sample/discharge. Nonetheless, such measurements may be time-consuming in some applications once they require several operational steps. Here, we designed four collinear electrodes on a single...

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Autores principales: Braunger, Maria L., Fier, Igor, Shimizu, Flávio M., de Barros, Anerise, Rodrigues, Varlei, Riul, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662545/
https://www.ncbi.nlm.nih.gov/pubmed/33143197
http://dx.doi.org/10.3390/s20216194
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author Braunger, Maria L.
Fier, Igor
Shimizu, Flávio M.
de Barros, Anerise
Rodrigues, Varlei
Riul, Antonio
author_facet Braunger, Maria L.
Fier, Igor
Shimizu, Flávio M.
de Barros, Anerise
Rodrigues, Varlei
Riul, Antonio
author_sort Braunger, Maria L.
collection PubMed
description Incorporating electronic tongues into microfluidic devices brings benefits as dealing with small amounts of sample/discharge. Nonetheless, such measurements may be time-consuming in some applications once they require several operational steps. Here, we designed four collinear electrodes on a single printed circuit board, further comprised inside a straight microchannel, culminating in a robust e-tongue device for faster data acquisition. An analog multiplexing circuit automated the signal’s routing from each of the four sensing units to an impedance analyzer. Both instruments and a syringe pump are controlled by dedicated software. The automated e-tongue was tested with four Brazilian brands of liquid sucralose-based sweeteners under 20 different flow rates, aiming to systematically evaluate the influence of the flow rate in the discrimination among sweet tastes sold as the same food product. All four brands were successfully distinguished using principal component analysis of the raw data, and despite the nearly identical sucralose-based taste in all samples, all brands’ significant distinction is attributed to small differences in the ingredients and manufacturing processes to deliver the final food product. The increasing flow rate improves the analyte’s discrimination, as the silhouette coefficient reaches a plateau at ~3 mL/h. We used an equivalent circuit model to evaluate the raw data, finding a decrease in the double-layer capacitance proportional to improvements in the samples’ discrimination. In other words, the flow rate increase mitigates the formation of the double-layer, resulting in faster stabilization and better repeatability in the sensor response.
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spelling pubmed-76625452020-11-14 Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation Braunger, Maria L. Fier, Igor Shimizu, Flávio M. de Barros, Anerise Rodrigues, Varlei Riul, Antonio Sensors (Basel) Article Incorporating electronic tongues into microfluidic devices brings benefits as dealing with small amounts of sample/discharge. Nonetheless, such measurements may be time-consuming in some applications once they require several operational steps. Here, we designed four collinear electrodes on a single printed circuit board, further comprised inside a straight microchannel, culminating in a robust e-tongue device for faster data acquisition. An analog multiplexing circuit automated the signal’s routing from each of the four sensing units to an impedance analyzer. Both instruments and a syringe pump are controlled by dedicated software. The automated e-tongue was tested with four Brazilian brands of liquid sucralose-based sweeteners under 20 different flow rates, aiming to systematically evaluate the influence of the flow rate in the discrimination among sweet tastes sold as the same food product. All four brands were successfully distinguished using principal component analysis of the raw data, and despite the nearly identical sucralose-based taste in all samples, all brands’ significant distinction is attributed to small differences in the ingredients and manufacturing processes to deliver the final food product. The increasing flow rate improves the analyte’s discrimination, as the silhouette coefficient reaches a plateau at ~3 mL/h. We used an equivalent circuit model to evaluate the raw data, finding a decrease in the double-layer capacitance proportional to improvements in the samples’ discrimination. In other words, the flow rate increase mitigates the formation of the double-layer, resulting in faster stabilization and better repeatability in the sensor response. MDPI 2020-10-30 /pmc/articles/PMC7662545/ /pubmed/33143197 http://dx.doi.org/10.3390/s20216194 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Braunger, Maria L.
Fier, Igor
Shimizu, Flávio M.
de Barros, Anerise
Rodrigues, Varlei
Riul, Antonio
Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation
title Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation
title_full Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation
title_fullStr Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation
title_full_unstemmed Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation
title_short Influence of the Flow Rate in an Automated Microfluidic Electronic Tongue Tested for Sucralose Differentiation
title_sort influence of the flow rate in an automated microfluidic electronic tongue tested for sucralose differentiation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662545/
https://www.ncbi.nlm.nih.gov/pubmed/33143197
http://dx.doi.org/10.3390/s20216194
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