Literature DB >> 29712442

Validation of Fluorescence Spectroscopy to Detect Adulteration of Edible Oil in Extra Virgin Olive Oil (EVOO) by Applying Chemometrics.

Hina Ali1, Muhammad Saleem1, Muhammad Ramzan Anser2, Saranjam Khan1, Rahat Ullah1, Muhammad Bilal1.   

Abstract

Due to high price and nutritional values of extra virgin olive oil (EVOO), it is vulnerable to adulteration internationally. Refined oil or other vegetable oils are commonly blended with EVOO and to unmask such fraud, quick, and reliable technique needs to be standardized and developed. Therefore, in this study, adulteration of edible oil (sunflower oil) is made with pure EVOO and analyzed using fluorescence spectroscopy (excitation wavelength at 350 nm) in conjunction with principal component analysis (PCA) and partial least squares (PLS) regression. Fluorescent spectra contain fingerprints of chlorophyll and carotenoids that are characteristics of EVOO and differentiated it from sunflower oil. A broad intense hump corresponding to conjugated hydroperoxides is seen in sunflower oil in the range of 441-489 nm with the maximum at 469 nm whereas pure EVOO has low intensity doublet peaks in this region at 441 nm and 469 nm. Visible changes in spectra are observed in adulterated EVOO by increasing the concentration of sunflower oil, with an increase in doublet peak and correspondingly decrease in chlorophyll peak intensity. Principal component analysis showed a distinct clustering of adulterated samples of different concentrations. Subsequently, the PLS regression model was best fitted over the complete data set on the basis of coefficient of determination (R2), standard error of calibration (SEC), and standard error of prediction (SEP) of values 0.99, 0.617, and 0.623 respectively. In addition to adulterant, test samples and imported commercial brands of EVOO were also used for prediction and validation of the models. Fluorescence spectroscopy combined with chemometrics showed its robustness to identify and quantify the specified adulterant in pure EVOO.

Entities:  

Keywords:  EVOO; Extra virgin olive oil; PCA; PLS regression; adulteration; chlorophyll; fluorescence; partial least squares regression; principal component analysis; sunflower oil

Mesh:

Substances:

Year:  2018        PMID: 29712442     DOI: 10.1177/0003702818768485

Source DB:  PubMed          Journal:  Appl Spectrosc        ISSN: 0003-7028            Impact factor:   2.388


  5 in total

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Journal:  J Fluoresc       Date:  2020-01-15       Impact factor: 2.217

2.  Rapid Detection of Fatty Acids in Edible Oils Using Vis-NIR Reflectance Spectroscopy with Multivariate Methods.

Authors:  Ning Su; Fangfang Pan; Liusan Wang; Shizhuang Weng
Journal:  Biosensors (Basel)       Date:  2021-08-03

3.  Characterization of canola oil extracted by different methods using fluorescence spectroscopy.

Authors:  M Saleem; Naveed Ahmad
Journal:  PLoS One       Date:  2018-12-17       Impact factor: 3.240

4.  Molecular characterization of Leucoanthocyanidin reductase and Flavonol synthase gene in Arachis hypogaea.

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Journal:  Saudi J Biol Sci       Date:  2021-01-23       Impact factor: 4.219

5.  Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques.

Authors:  Francesca Venturini; Michela Sperti; Umberto Michelucci; Ivo Herzig; Michael Baumgartner; Josep Palau Caballero; Arturo Jimenez; Marco Agostino Deriu
Journal:  Foods       Date:  2021-05-06
  5 in total

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