Portable through Bottle SORS for the Authentication of Extra Virgin Olive Oil

被引:9
|
作者
Varnasseri, Mehrvash [1 ]
Muhamadali, Howbeer [1 ]
Xu, Yun [1 ]
Richardson, Paul I. C. [1 ]
Byrd, Nick [2 ]
Ellis, David, I [3 ]
Matousek, Pavel [4 ]
Goodacre, Royston [1 ]
机构
[1] Univ Liverpool, Dept Biochem & Syst Biol, Inst Syst Mol & Integrat Biol, BioSci Bldg,Crown St, Liverpool L69 7ZB, Merseyside, England
[2] Campden BRI Grp, Stn Rd, Chipping Campden GL55 6LD, Glos, England
[3] Univ Manchester, Sch Chem, Manchester Inst Biotechnol, Manchester M1 7DN, Lancs, England
[4] STFC Rutherford Appleton Lab, Cent Laser Facil, Res Complex & Harwell, Harwell Oxford OX11 0QX, England
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 18期
基金
英国生物技术与生命科学研究理事会; 英国科学技术设施理事会;
关键词
food security; food adulteration; Raman spectroscopy; SORS; chemometrics; RAMAN-SPECTROSCOPY; SEED OIL; ADULTERATION; GC; IDENTIFICATION; CHROMATOGRAPHY; FLAVOR; MS;
D O I
10.3390/app11188347
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The authenticity of olive oil has been a significant long-term challenge. Extra virgin olive oil (EVOO) is the most desirable of these products and commands a high price, thus unscrupulous individuals often alter its quality by adulteration with a lower grade oil. Most analytical methods employed for the detection of food adulteration require sample collection and transportation to a central laboratory for analysis. We explore the use of portable conventional Raman and spatially-offset Raman spectroscopy (SORS) technologies as non-destructive approaches to assess the adulteration status of EVOO quantitatively and for SORS directly through the original container, which means that after analysis the bottle is intact and the oil would still be fit for use. Three sample sets were generated, each with a different adulterant and varying levels of chemical similarity to EVOO. These included EVOO mixed with sunflower oil, pomace olive oil, or refined olive oil. Authentic EVOO samples were stretched/diluted from 0% to 100% with these adulterants and measured using two handheld Raman spectrometers (excitation at 785 or 1064 nm) and handheld SORS (830 nm). The PCA scores plots displayed clear trends which could be related to the level of adulteration for all three mixtures. Conventional Raman (at 785 or 1064 nm) and SORS (at 830 nm with a single spatial offset) conducted in sample vial mode resulted in prediction errors for the test set data ranging from 1.9-4.2% for sunflower oil, 6.5-10.7% for pomace olive oil and 8.0-12.8% for refined olive oil; with the limit of detection (LOD) typically being 3-12% of the adulterant. Container analysis using SORS produced very similar results: 1.4% for sunflower, 4.9% for pomace, and 10.1% for refined olive oil, with similar LODs ranging from 2-14%. It can be concluded that Raman spectroscopy, including through-container analysis using SORS, has significant potential as a rapid and accurate analytical method for the non-destructive detection of adulteration of extra virgin olive oil.
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页数:13
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