Optical Spectroscopic Analysis for the Discrimination of Extra-Virgin Olive Oil

被引:10
|
作者
McReynolds, Naomi [1 ]
Garcia, Juan M. Aunon [1 ]
Guengerich, Zoe [1 ]
Smith, Terry K. [2 ]
Dholakia, Kishan [1 ]
机构
[1] Univ St Andrews, Sch Phys & Astron, St Andrews, Fife, Scotland
[2] Univ St Andrews, Biomed Sci Res Complex, St Andrews, Fife, Scotland
基金
英国工程与自然科学研究理事会; 英国惠康基金;
关键词
Raman spectroscopy; fluorescence spectroscopy; extra-virgin olive oil; fatty acid oxidation; RAMAN-SPECTROSCOPY; FLUORESCENCE SUPPRESSION; ADULTERATION; MODULATION;
D O I
10.1177/0003702816645931
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
We demonstrate the ability to discriminate between five brands of commercially available extra-virgin olive oil (EVOO) using Raman spectroscopy or fluorescence spectroscopy. Data was taken on both a 'bulk optics' free space system and on a compact handheld device, each capable of taking both Raman and fluorescence data. With the compact Raman device we achieved an average sensitivity and specificity of 98.4% and 99.6% for discrimination, respectively. Our approach illustrates that both Raman and fluorescence spectroscopy can be used for portable discrimination of EVOOs. This technique may enable detection of EVOO that has undergone counterfeiting or adulteration. The main challenge with this technique is that oxidation of EVOO causes a shift in the Raman signal over time. It would therefore be necessary to retrain the database regularly. We demonstrate preliminary data to address this issue, which may enable successful discrimination over time. We show that by discarding the first principal component, which contains information on the variations due to oxidation, we can improve discrimination efficiency.
引用
收藏
页码:1872 / 1882
页数:11
相关论文
共 50 条
  • [1] Optical spectroscopic analysis for the discrimination of extra-virgin olive-oil
    McReynolds, Naomi
    Garcia, Juan M. Aunon
    Guengerich, Zoe
    Smith, Terry K.
    Dholakia, Kishan
    [J]. MOEMS AND MINIATURIZED SYSTEMS XVI, 2017, 10116
  • [2] Spectra authenticate extra-virgin olive oil
    不详
    [J]. TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2004, 23 (07) : V - VI
  • [3] Nutrigenomics of extra-virgin olive oil: A review
    Piroddi, Marta
    Albini, Adriana
    Fabiani, Roberto
    Giovannelli, Lisa
    Luceri, Cristina
    Natella, Fausta
    Rosignoli, Patrizia
    Rossi, Teresa
    Taticchi, Agnese
    Servili, Maurizio
    Galli, Francesco
    [J]. BIOFACTORS, 2017, 43 (01) : 17 - 41
  • [4] Quality monitoring of extra-virgin olive oil using an optical sensor
    Mignani, A. G.
    Ciaccheri, L.
    Mencaglia, A. A.
    Paolesse, R.
    Di Natale, C.
    Del Nobile, A.
    Benedetto, R.
    Mentana, A.
    [J]. OPTICAL SENSING II, 2006, 6189
  • [5] STUDY ON THE QUALITY OF 'SALAMI' WITH EXTRA-VIRGIN OLIVE OIL
    Fiore, A. G.
    Mastromatteo, M.
    De Pilli, T.
    Severini, C.
    [J]. ITALIAN JOURNAL OF FOOD SCIENCE, 2007, 19 : 121 - 127
  • [6] Presence of microorganisms in flavoured extra-virgin olive oil
    Ciafardini, G
    Zullo, BA
    Peca, G
    [J]. ANNALS OF MICROBIOLOGY, 2004, 54 (02) : 161 - 168
  • [7] Ibuprofen-like activity in extra-virgin olive oil
    Gary K. Beauchamp
    Russell S. J. Keast
    Diane Morel
    Jianming Lin
    Jana Pika
    Qiang Han
    Chi-Ho Lee
    Amos B. Smith
    Paul A. S. Breslin
    [J]. Nature, 2005, 437 : 45 - 46
  • [8] Extra-virgin olive oil has similar activity to ibuprofen
    Rachel Murphy
    [J]. Nature Clinical Practice Rheumatology, 2005, 1 (2): : 66 - 66
  • [9] Analysis of phytosterols in extra-virgin olive oil by nano-liquid chromatography
    Rocco, Anna
    Fanali, Salvatore
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2009, 1216 (43) : 7173 - 7178
  • [10] Extra-virgin olive oil for potential prevention of Alzheimer disease
    Roman, G. C.
    Jackson, R. E.
    Reis, J.
    Roman, A. N.
    Toledo, J. B.
    Toledo, E.
    [J]. REVUE NEUROLOGIQUE, 2019, 175 (10) : 705 - 723