Cargando…

Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools

Italy is the country with the largest durum wheat pasta production and consumption. The mandatory labelling for pasta indicating the country of origin of wheat has made consumers more aware about the consumed pasta products and is influencing their choice towards 100% Italian wheat pasta. This aspec...

Descripción completa

Detalles Bibliográficos
Autores principales: De Girolamo, Annalisa, Cervellieri, Salvatore, Mancini, Erminia, Pascale, Michelangelo, Logrieco, Antonio Francesco, Lippolis, Vincenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693377/
https://www.ncbi.nlm.nih.gov/pubmed/33120902
http://dx.doi.org/10.3390/foods9111551
_version_ 1783614730030546944
author De Girolamo, Annalisa
Cervellieri, Salvatore
Mancini, Erminia
Pascale, Michelangelo
Logrieco, Antonio Francesco
Lippolis, Vincenzo
author_facet De Girolamo, Annalisa
Cervellieri, Salvatore
Mancini, Erminia
Pascale, Michelangelo
Logrieco, Antonio Francesco
Lippolis, Vincenzo
author_sort De Girolamo, Annalisa
collection PubMed
description Italy is the country with the largest durum wheat pasta production and consumption. The mandatory labelling for pasta indicating the country of origin of wheat has made consumers more aware about the consumed pasta products and is influencing their choice towards 100% Italian wheat pasta. This aspect highlights the need to promote the use of domestic wheat as well as to develop rapid methodologies for the authentication of pasta. A rapid, inexpensive, and easy-to-use method based on infrared spectroscopy was developed and validated for authenticating pasta made with 100% Italian durum wheat. The study was conducted on pasta marketed in Italy and made with durum wheat cultivated in Italy (n = 176 samples) and on pasta made with mixtures of wheat cultivated in Italy and/or abroad (n = 185 samples). Pasta samples were analyzed by Fourier transform-near infrared (FT-NIR) spectroscopy coupled with supervised classification models. The good performance results of the validation set (sensitivity of 95%, specificity and accuracy of 94%) obtained using principal component-linear discriminant analysis (PC-LDA) clearly demonstrated the high prediction capability of this method and its suitability for authenticating 100% Italian durum wheat pasta. This output is of great interest for both producers of Italian pasta pointing toward authentication purposes of their products and consumer associations aimed to preserve and promote the typicity of Italian products.
format Online
Article
Text
id pubmed-7693377
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-76933772020-11-28 Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools De Girolamo, Annalisa Cervellieri, Salvatore Mancini, Erminia Pascale, Michelangelo Logrieco, Antonio Francesco Lippolis, Vincenzo Foods Article Italy is the country with the largest durum wheat pasta production and consumption. The mandatory labelling for pasta indicating the country of origin of wheat has made consumers more aware about the consumed pasta products and is influencing their choice towards 100% Italian wheat pasta. This aspect highlights the need to promote the use of domestic wheat as well as to develop rapid methodologies for the authentication of pasta. A rapid, inexpensive, and easy-to-use method based on infrared spectroscopy was developed and validated for authenticating pasta made with 100% Italian durum wheat. The study was conducted on pasta marketed in Italy and made with durum wheat cultivated in Italy (n = 176 samples) and on pasta made with mixtures of wheat cultivated in Italy and/or abroad (n = 185 samples). Pasta samples were analyzed by Fourier transform-near infrared (FT-NIR) spectroscopy coupled with supervised classification models. The good performance results of the validation set (sensitivity of 95%, specificity and accuracy of 94%) obtained using principal component-linear discriminant analysis (PC-LDA) clearly demonstrated the high prediction capability of this method and its suitability for authenticating 100% Italian durum wheat pasta. This output is of great interest for both producers of Italian pasta pointing toward authentication purposes of their products and consumer associations aimed to preserve and promote the typicity of Italian products. MDPI 2020-10-27 /pmc/articles/PMC7693377/ /pubmed/33120902 http://dx.doi.org/10.3390/foods9111551 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
De Girolamo, Annalisa
Cervellieri, Salvatore
Mancini, Erminia
Pascale, Michelangelo
Logrieco, Antonio Francesco
Lippolis, Vincenzo
Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools
title Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools
title_full Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools
title_fullStr Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools
title_full_unstemmed Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools
title_short Rapid Authentication of 100% Italian Durum Wheat Pasta by FT-NIR Spectroscopy Combined with Chemometric Tools
title_sort rapid authentication of 100% italian durum wheat pasta by ft-nir spectroscopy combined with chemometric tools
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693377/
https://www.ncbi.nlm.nih.gov/pubmed/33120902
http://dx.doi.org/10.3390/foods9111551
work_keys_str_mv AT degirolamoannalisa rapidauthenticationof100italiandurumwheatpastabyftnirspectroscopycombinedwithchemometrictools
AT cervellierisalvatore rapidauthenticationof100italiandurumwheatpastabyftnirspectroscopycombinedwithchemometrictools
AT mancinierminia rapidauthenticationof100italiandurumwheatpastabyftnirspectroscopycombinedwithchemometrictools
AT pascalemichelangelo rapidauthenticationof100italiandurumwheatpastabyftnirspectroscopycombinedwithchemometrictools
AT logriecoantoniofrancesco rapidauthenticationof100italiandurumwheatpastabyftnirspectroscopycombinedwithchemometrictools
AT lippolisvincenzo rapidauthenticationof100italiandurumwheatpastabyftnirspectroscopycombinedwithchemometrictools