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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Main Authors: Johannes Kiefer, Anja I. Lampe, Stefano F. Nicoli, Massimo Lucarini, Alessandra Durazzo
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/24/18/3219
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spelling 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
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AT stefanofnicoli identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra
AT massimolucarini identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra
AT alessandradurazzo identificationofpassionfruitoiladulterationbychemometricanalysisofftirspectra
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