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Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra

Passion fruit oil is a high-value product with applications in the food and cosmetic sectors. It is frequently diluted with sunflower oil. Sunflower oil is also a potential adulterant as its addition does not notably alter the appearance of the passion fruit oil. In this paper, we show that this is...

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Autores principales: Kiefer, Johannes, Lampe, Anja I., Nicoli, Stefano F., Lucarini, Massimo, Durazzo, Alessandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767306/
https://www.ncbi.nlm.nih.gov/pubmed/31487942
http://dx.doi.org/10.3390/molecules24183219
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author Kiefer, Johannes
Lampe, Anja I.
Nicoli, Stefano F.
Lucarini, Massimo
Durazzo, Alessandra
author_facet Kiefer, Johannes
Lampe, Anja I.
Nicoli, Stefano F.
Lucarini, Massimo
Durazzo, Alessandra
author_sort Kiefer, Johannes
collection PubMed
description Passion fruit oil is a high-value product with applications in the food and cosmetic sectors. It is frequently diluted with sunflower oil. Sunflower oil is also a potential adulterant as its addition does not notably alter the appearance of the passion fruit oil. In this paper, we show that this is also true for the FTIR spectrum. However, the chemometric analysis of the data changes this situation. Principal component analysis (PCA) enables not only the straightforward discrimination of pure passion fruit oil and adulterated samples but also the unambiguous classification of passion fruit oil products from five different manufacturers. Even small amounts—significantly below 1%—of the adulterant can be detected. Furthermore, partial least-squares regression (PLSR) facilitates the quantification of the amount of sunflower oil added to the passion fruit oil. The results demonstrate that the combination of FTIR spectroscopy and chemometric data analysis is a very powerful tool to analyze passion fruit oil.
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spelling pubmed-67673062019-10-02 Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra Kiefer, Johannes Lampe, Anja I. Nicoli, Stefano F. Lucarini, Massimo Durazzo, Alessandra Molecules Article Passion fruit oil is a high-value product with applications in the food and cosmetic sectors. It is frequently diluted with sunflower oil. Sunflower oil is also a potential adulterant as its addition does not notably alter the appearance of the passion fruit oil. In this paper, we show that this is also true for the FTIR spectrum. However, the chemometric analysis of the data changes this situation. Principal component analysis (PCA) enables not only the straightforward discrimination of pure passion fruit oil and adulterated samples but also the unambiguous classification of passion fruit oil products from five different manufacturers. Even small amounts—significantly below 1%—of the adulterant can be detected. Furthermore, partial least-squares regression (PLSR) facilitates the quantification of the amount of sunflower oil added to the passion fruit oil. The results demonstrate that the combination of FTIR spectroscopy and chemometric data analysis is a very powerful tool to analyze passion fruit oil. MDPI 2019-09-04 /pmc/articles/PMC6767306/ /pubmed/31487942 http://dx.doi.org/10.3390/molecules24183219 Text en © 2019 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
Kiefer, Johannes
Lampe, Anja I.
Nicoli, Stefano F.
Lucarini, Massimo
Durazzo, Alessandra
Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra
title Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra
title_full Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra
title_fullStr Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra
title_full_unstemmed Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra
title_short Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra
title_sort identification of passion fruit oil adulteration by chemometric analysis of ftir spectra
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767306/
https://www.ncbi.nlm.nih.gov/pubmed/31487942
http://dx.doi.org/10.3390/molecules24183219
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