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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6767306 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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