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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2019-09-01
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doaj-ef9e1f02ce4f4d0d86f8387d7e57dc512020-11-25T01:22:45ZengMDPI AGMolecules1420-30492019-09-012418321910.3390/molecules24183219molecules24183219Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR SpectraJohannes Kiefer0Anja I. Lampe1Stefano F. Nicoli2Massimo Lucarini3Alessandra Durazzo4Technische Thermodynamik, Universität Bremen, Badgasteiner Str. 1, 28359 Bremen, GermanyTechnische Thermodynamik, Universität Bremen, Badgasteiner Str. 1, 28359 Bremen, GermanyConsiglio per la ricerca in agricoltura e l’analisi dell’economia agraria-Centro di ricerca CREA-Alimenti e Nutrizione, Via Ardeatina 546, 00178 Roma, ItalyConsiglio per la ricerca in agricoltura e l’analisi dell’economia agraria-Centro di ricerca CREA-Alimenti e Nutrizione, Via Ardeatina 546, 00178 Roma, ItalyConsiglio per la ricerca in agricoltura e l’analisi dell’economia agraria-Centro di ricerca CREA-Alimenti e Nutrizione, Via Ardeatina 546, 00178 Roma, ItalyPassion 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.https://www.mdpi.com/1420-3049/24/18/3219passion fruit oilmaracuja oilinfrared spectroscopychemometricsprincipal component analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Johannes Kiefer Anja I. Lampe Stefano F. Nicoli Massimo Lucarini Alessandra Durazzo |
spellingShingle |
Johannes Kiefer Anja I. Lampe Stefano F. Nicoli Massimo Lucarini Alessandra Durazzo Identification of Passion Fruit Oil Adulteration by Chemometric Analysis of FTIR Spectra Molecules passion fruit oil maracuja oil infrared spectroscopy chemometrics principal component analysis |
author_facet |
Johannes Kiefer Anja I. Lampe Stefano F. Nicoli Massimo Lucarini Alessandra Durazzo |
author_sort |
Johannes Kiefer |
title |
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_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_sort |
identification of passion fruit oil adulteration by chemometric analysis of ftir spectra |
publisher |
MDPI AG |
series |
Molecules |
issn |
1420-3049 |
publishDate |
2019-09-01 |
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. |
topic |
passion fruit oil maracuja oil infrared spectroscopy chemometrics principal component analysis |
url |
https://www.mdpi.com/1420-3049/24/18/3219 |
work_keys_str_mv |
AT johanneskiefer identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra AT anjailampe identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra AT stefanofnicoli identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra AT massimolucarini identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra AT alessandradurazzo identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra |
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1725125585811800064 |