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Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose
The roasting process is one of the critical points to obtain a product of the highest quality with certain sensorial properties including the aroma of coffee. Samples of coffee beans were roasted at different thermal treatment intensities with the aim of obtaining aromatic compounds detected with an...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9692873/ https://www.ncbi.nlm.nih.gov/pubmed/36433248 http://dx.doi.org/10.3390/s22228654 |
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author | Barea-Ramos, Juan Diego Cascos, Gema Mesías, Marta Lozano, Jesús Martín-Vertedor, Daniel |
author_facet | Barea-Ramos, Juan Diego Cascos, Gema Mesías, Marta Lozano, Jesús Martín-Vertedor, Daniel |
author_sort | Barea-Ramos, Juan Diego |
collection | PubMed |
description | The roasting process is one of the critical points to obtain a product of the highest quality with certain sensorial properties including the aroma of coffee. Samples of coffee beans were roasted at different thermal treatment intensities with the aim of obtaining aromatic compounds detected with an electronic device. Sensory analysis, volatile compound profiling, and electronic nose analysis were carried out. Through principal component analysis (95.8% of the total variance of the data was explained by PC1 and PC2) and partial least squares discriminant analysis (the sum of the diagonal elements gave a hit rate of 94%), it could be demonstrated that the E-nose is able to discriminate roasted coffee beans subjected to different thermal treatments. Aromatic profiling was carried out by a testing panel and volatile compounds (VOCs) for the discrimination of roasted coffee samples. Alcohols, aromatics, esters, ketones and furanone were found in higher proportions in samples at the lowest thermal treatment. The VOCs with positive attributes were 1-(4-nitrophenyl)-3-phenylamino-propenone, carboxylic acids, 2-methoxy-4-vinylphenol, and 2-phenylethyl alcohol, while the compounds with negative ones were 2-methyl-furan, 2,5-dimethyl-pyridine, 2-methyl-butanal, and 2-furfurylthiol. The PLS model allows for the quantification of the positive and negative aromas ([Formula: see text] = 0.92) of roasted coffee by using the E-nose. Therefore, the E-nose, that is, an inexpensive and nondestructive instrument, could be a chemometric tool able to discriminate between different qualities of coffee during processing. |
format | Online Article Text |
id | pubmed-9692873 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96928732022-11-26 Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose Barea-Ramos, Juan Diego Cascos, Gema Mesías, Marta Lozano, Jesús Martín-Vertedor, Daniel Sensors (Basel) Article The roasting process is one of the critical points to obtain a product of the highest quality with certain sensorial properties including the aroma of coffee. Samples of coffee beans were roasted at different thermal treatment intensities with the aim of obtaining aromatic compounds detected with an electronic device. Sensory analysis, volatile compound profiling, and electronic nose analysis were carried out. Through principal component analysis (95.8% of the total variance of the data was explained by PC1 and PC2) and partial least squares discriminant analysis (the sum of the diagonal elements gave a hit rate of 94%), it could be demonstrated that the E-nose is able to discriminate roasted coffee beans subjected to different thermal treatments. Aromatic profiling was carried out by a testing panel and volatile compounds (VOCs) for the discrimination of roasted coffee samples. Alcohols, aromatics, esters, ketones and furanone were found in higher proportions in samples at the lowest thermal treatment. The VOCs with positive attributes were 1-(4-nitrophenyl)-3-phenylamino-propenone, carboxylic acids, 2-methoxy-4-vinylphenol, and 2-phenylethyl alcohol, while the compounds with negative ones were 2-methyl-furan, 2,5-dimethyl-pyridine, 2-methyl-butanal, and 2-furfurylthiol. The PLS model allows for the quantification of the positive and negative aromas ([Formula: see text] = 0.92) of roasted coffee by using the E-nose. Therefore, the E-nose, that is, an inexpensive and nondestructive instrument, could be a chemometric tool able to discriminate between different qualities of coffee during processing. MDPI 2022-11-09 /pmc/articles/PMC9692873/ /pubmed/36433248 http://dx.doi.org/10.3390/s22228654 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Barea-Ramos, Juan Diego Cascos, Gema Mesías, Marta Lozano, Jesús Martín-Vertedor, Daniel Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose |
title | Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose |
title_full | Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose |
title_fullStr | Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose |
title_full_unstemmed | Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose |
title_short | Evaluation of the Olfactory Quality of Roasted Coffee Beans Using a Digital Nose |
title_sort | evaluation of the olfactory quality of roasted coffee beans using a digital nose |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9692873/ https://www.ncbi.nlm.nih.gov/pubmed/36433248 http://dx.doi.org/10.3390/s22228654 |
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