Potential of front face fluorescence spectroscopy and fluorescence imaging in discriminating adulterated extra-virgin olive oil with virgin olive oil

被引:27
|
作者
Omwange, Ken Abamba [1 ]
Al Riza, Dimas Firmanda [2 ]
Saito, Yoshito [1 ,4 ]
Suzuki, Tetsuhito [1 ]
Ogawa, Yuichi [1 ]
Shiraga, Keiichiro [1 ]
Giametta, Ferruccio [1 ,3 ]
Kondo, Naoshi [1 ]
机构
[1] Kyoto Univ, Grad Sch Agr, Lab Biosensing Engn, Sakyo Ku, Oiwakecho, Kyoto 6068502, Japan
[2] Univ Brawijaya, Fac Agr Technol, Dept Agr Engn, Jl Vet, Malang 65145, Indonesia
[3] Univ Molise, Dept Agr Environm & Food Sci, Via De Sanctis, I-86100 Campobasso, Italy
[4] Kyoto Univ, Grad Sch Agr, Japan Soc Promot Sci DC2, Kyoto 6068502, Japan
关键词
Adulteration; Extra-virgin olive oil; Virgin olive oil; Fluorescence imaging; NEAR-INFRARED SPECTROSCOPY; OXIDATIVE STABILITY; GEOGRAPHICAL ORIGIN; RAMAN-SPECTROSCOPY; STORAGE TIME; QUANTIFICATION; CHEMISTRY; QUALITY; PREDICTION; SPECTRA;
D O I
10.1016/j.foodcont.2021.107906
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Due to the health benefits of extra virgin olive oil (EVOO) and its increasing consumption patterns, adulteration of these oils using lower grade olive oils like virgin olive oil (VOO) and then later sold as EVOO to unsuspecting consumers has become a concern in the industry. There is a need for quick, reliable and inexpensive detection techniques to unmask such vice in order to realize its benefits. In this study, adulteration of EVOO is made using VOO at different proportions; their Excitation Emission Matrices (EEM) were examined using Front-face fluorescence spectroscopy and their corresponding fluorescence images captured using 365 nm ultra-violet (UV) LED for analysis. Specific regions for both the EEM and imaging were explored using Support Vector Machine (SVM) classification analysis and their sensitivities evaluated using Partial Least Squares Regression (PLSR) analysis. It was found that EEM excitation 230-500 and emission 260-620 nm could easily discriminate between different samples as EVOO mixed (at different ratios) and VOO. The significant fluorescence peaks for the discrimination forms a combination of Tocopherols, Tocotrienols, Phenolic compounds, Oxidation products and Vitamin E. The results show that Front-face fluorescence spectroscopy and UV-induced fluorescence imaging can potentially discriminate between pure EVOO and adulterated olive oils.
引用
收藏
页数:14
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