Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Cetó, Xavier, Serrano, Núria, Aragó, Miriam, Gámez, Alejandro, Esteban, Miquel, Díaz-Cruz, José Manuel, Núñez, Oscar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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
_version_ 1783383282852823040
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
work_keys_str_mv AT cetoxavier determinationofhplcuvfingerprintsofspanishpaprikacapsicumannuumlforitsclassificationbylineardiscriminantanalysis
AT serranonuria determinationofhplcuvfingerprintsofspanishpaprikacapsicumannuumlforitsclassificationbylineardiscriminantanalysis
AT aragomiriam determinationofhplcuvfingerprintsofspanishpaprikacapsicumannuumlforitsclassificationbylineardiscriminantanalysis
AT gamezalejandro determinationofhplcuvfingerprintsofspanishpaprikacapsicumannuumlforitsclassificationbylineardiscriminantanalysis
AT estebanmiquel determinationofhplcuvfingerprintsofspanishpaprikacapsicumannuumlforitsclassificationbylineardiscriminantanalysis
AT diazcruzjosemanuel determinationofhplcuvfingerprintsofspanishpaprikacapsicumannuumlforitsclassificationbylineardiscriminantanalysis
AT nunezoscar determinationofhplcuvfingerprintsofspanishpaprikacapsicumannuumlforitsclassificationbylineardiscriminantanalysis