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Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis
The development of a simple HPLC-UV method towards the evaluation of Spanish paprika’s phenolic profile and their discrimination based on the former is reported herein. The approach is based on C(18) reversed-phase chromatography to generate characteristic fingerprints, in combination with linear di...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308838/ https://www.ncbi.nlm.nih.gov/pubmed/30567367 http://dx.doi.org/10.3390/s18124479 |
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author | Cetó, Xavier Serrano, Núria Aragó, Miriam Gámez, Alejandro Esteban, Miquel Díaz-Cruz, José Manuel Núñez, Oscar |
author_facet | Cetó, Xavier Serrano, Núria Aragó, Miriam Gámez, Alejandro Esteban, Miquel Díaz-Cruz, José Manuel Núñez, Oscar |
author_sort | Cetó, Xavier |
collection | PubMed |
description | The development of a simple HPLC-UV method towards the evaluation of Spanish paprika’s phenolic profile and their discrimination based on the former is reported herein. The approach is based on C(18) reversed-phase chromatography to generate characteristic fingerprints, in combination with linear discriminant analysis (LDA) to achieve their classification. To this aim, chromatographic conditions were optimized so as to achieve the separation of major phenolic compounds already identified in paprika. Paprika samples were subjected to a sample extraction stage by sonication and centrifugation; extracting procedure and conditions were optimized to maximize the generation of enough discriminant fingerprints. Finally, chromatograms were baseline corrected, compressed employing fast Fourier transform (FFT), and then analyzed by means of principal component analysis (PCA) and LDA to carry out the classification of paprika samples. Under the developed procedure, a total of 96 paprika samples were analyzed, achieving a classification rate of 100% for the test subset (n = 25). |
format | Online Article Text |
id | pubmed-6308838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-63088382019-01-04 Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis Cetó, Xavier Serrano, Núria Aragó, Miriam Gámez, Alejandro Esteban, Miquel Díaz-Cruz, José Manuel Núñez, Oscar Sensors (Basel) Article The development of a simple HPLC-UV method towards the evaluation of Spanish paprika’s phenolic profile and their discrimination based on the former is reported herein. The approach is based on C(18) reversed-phase chromatography to generate characteristic fingerprints, in combination with linear discriminant analysis (LDA) to achieve their classification. To this aim, chromatographic conditions were optimized so as to achieve the separation of major phenolic compounds already identified in paprika. Paprika samples were subjected to a sample extraction stage by sonication and centrifugation; extracting procedure and conditions were optimized to maximize the generation of enough discriminant fingerprints. Finally, chromatograms were baseline corrected, compressed employing fast Fourier transform (FFT), and then analyzed by means of principal component analysis (PCA) and LDA to carry out the classification of paprika samples. Under the developed procedure, a total of 96 paprika samples were analyzed, achieving a classification rate of 100% for the test subset (n = 25). MDPI 2018-12-18 /pmc/articles/PMC6308838/ /pubmed/30567367 http://dx.doi.org/10.3390/s18124479 Text en © 2018 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 Cetó, Xavier Serrano, Núria Aragó, Miriam Gámez, Alejandro Esteban, Miquel Díaz-Cruz, José Manuel Núñez, Oscar Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis |
title | Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis |
title_full | Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis |
title_fullStr | Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis |
title_full_unstemmed | Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis |
title_short | Determination of HPLC-UV Fingerprints of Spanish Paprika (Capsicum annuum L.) for Its Classification by Linear Discriminant Analysis |
title_sort | determination of hplc-uv fingerprints of spanish paprika (capsicum annuum l.) for its classification by linear discriminant analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308838/ https://www.ncbi.nlm.nih.gov/pubmed/30567367 http://dx.doi.org/10.3390/s18124479 |
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