Czech J. Food Sci., 2016, 34(3):224-232 | DOI: 10.17221/303/2015-CJFS

Detection of adulteration in freshly squeezed orange juice by electronic nose and infrared spectroscopyFood Analysis, Food Quality and Nutrition

Fei Shen1, 2, Qifang Wu1, Anxiang Su1, Peian Tang1, Xiaolong Shao1, Bing Liu1
1 College of Food Science and Engineering, Nanjing University of Finance and Economics, Nanjing, P.R. China
2 Collaborative Innovation Center for Modern Grain Circulation and Safety, Nanjing, P.R. China

The use of electronic nose and attenuated total reflectance-Fourier transform infrared spectroscopy (ATR-FTIR) as rapid tools for detection of orange juice adulteration has been preliminarily investigated and compared. Freshly squeezed orange juices were tentatively adulterated with 100% concentrated orange juices at levels ranging from 0% to 30% (v/v). Then the E-nose response signals and FTIR spectra collected from samples were subjected to multivariate analysis by principal component analysis (PCA) and linear discriminant analysis (LDA). PCA indicated that authentic juices and adulterated ones could be approximately separated. For the classification of samples with different adulteration levels, the overall accuracy obtained by LDA in prediction was 91.7 and 87.5% for E-nose and ATR-FTIR, respectively. Gas chromatography-mass spectrometry (GC-MS) results verified that there existed an obvious holistic difference in flavour characteristics between fresh squeezed and concentrated juices. These results demonstrated that both E-nose and FTIR might be used as rapid screening techniques for the detection of this type of juice adulteration.

Keywords: chemometrics; discrimination; spectral analysis; volatile compounds

Published: June 30, 2016  Show citation

ACS AIP APA ASA Harvard Chicago IEEE ISO690 MLA NLM Turabian Vancouver
Shen F, Wu Q, Su A, Tang P, Shao X, Liu B. Detection of adulteration in freshly squeezed orange juice by electronic nose and infrared spectroscopy. Czech J. Food Sci.. 2016;34(3):224-232. doi: 10.17221/303/2015-CJFS.
Download citation

References

  1. Bai J., Baldwin E., Plotto A., Cameron R., Ford B.L., Luzio G., Manthey J., Narciso J., Dea S. (2010): A comparison of processed and fresh squeezed 'Hamlin' orange juice - nutrients and phytonutrients. Proceedings of the Florida State Horticultural Society, 123: 207-212.
  2. Beullens K., Kirsanov D., Irudayaraj J., Rudnitskaya A., Legin A., Nicolaï B.M., Lammertyn J. (2006): The electronic tongue and ATR-FTIR for rapid detection of sugars and acids in tomatoes. Sensors and Actuators B: Chemical, 116: 107-115. Go to original source...
  3. Bleibaum R.N., Stone H., Tan T., Labreche S., Saint-Martin E., Isz S. (2002): Comparison of sensory and consumer results with electronic nose and tongue sensors for apple juices. Food Quality and Preference, 13: 409-422. Go to original source...
  4. Egidio V.D., Sinelli N., Limbo S., Torri L., Franzetti L., Casiraghi E. (2009): Evaluation of shelf-life of fresh-cut pineapple using FT-NIR and FT-IR spectroscopy. Postharvest Biology and Technology, 54: 87-92. Go to original source...
  5. Gómez-Ariza J.L., Villegas-Portero M.J., Bernal-Daza V. (2005): Characterization and analysis of amino acids in orange juice by HPLC-MS/MS for authenticity assessment. Analytica Chimica Acta, 540: 221-230. Go to original source...
  6. Guyon F., Gaillard L., Brault A., Gaultier N., Salagoïty M.H., Médina B. (2013): Potential of ion chromatography coupled to isotope ratio mass spectrometry via a liquid interface for beverages authentication. Journal of Chromatography A, 1322: 62-68. Go to original source... Go to PubMed...
  7. Faria M.A., Magalhães A., Nunes M.E., Oliveira M.B.P.P. (2013): High resolution melting of trnL amplicons in fruit juices authentication. Food Control, 33: 136-141. Go to original source...
  8. Ferreira D.S., Galão O.F., Pallone J.A.L., Poppi R.J. (2014): Comparison and application of near-infrared (NIR) and mid-infrared (MIR) spectroscopy for determination of quality parameters in soybean samples. Food Control, 35: 227-232. Go to original source...
  9. Haddi Z., Mabrouk S., Bougrini M., Tahri K., Sghaier K., Barhoumi H., Ei Bari N., Maaref A., Jeffrezic-Renault N., Bouchikhi B. (2014): E-Nose and e-Tongue combination for improved recognition of fruit juice samples. Food Chemistry, 150: 246-253. Go to original source... Go to PubMed...
  10. Hartyáni P., Dalmadi I., Knorr D. (2013): Electronic nose investigation of Alicyclobacillus acidoterrestris inoculated apple and orange juice treated by high hydrostatic pressure. Food Control, 32: 262-269. Go to original source...
  11. Hong X.Z., Wang J. (2014): Detection of adulteration in cherry tomato juices based on electronic nose and tongue: Comparison of different data fusion approaches. Journal of Food Engineering, 126: 89-97. Go to original source...
  12. Huang L.X., Liu H.R., Zhang B., Wu D. (2105): Application of electronic nose with multivariate analysis and sensor selection for botanical origin identification and quality determination of honey. Food and Bioprocess Technology, 8: 359-370. Go to original source...
  13. Hui G.H., Wu Y.L., Ye D.D., Ding W.W., Zhu L.S., Wang L.Y. (2012): Study of peach freshness predictive method based on electronic nose. Food Control, 28: 25-32. Go to original source...
  14. Johnson J.D., Vora J.D. (1983): Natural citrus essences. Food Technology, 37: 92-93, 97.
  15. Johnson J.R., Braddock R.J., Chen C.S. (1996): Flavor losses in orange juice during ultrafiltration and subsequent evaporation. Journal of Food Science, 61: 540-543. Go to original source...
  16. Králová M., Procházková Z., Svobodová V., Mařicová E., Janštová B., Vorlová L. (2014): Rapid discriminant analysis of olomouc curd cheese by Fourier transform near infrared spectroscopy. Czech Journal of Food Sciences, 32: 31-36. Go to original source...
  17. Lee H.S., Coates G.A. (2003): Effect of thermal pasteurization on Valencia orange juice color and pigments. LWTFood Science and Technology, 36: 153-156. Go to original source...
  18. Liu L., Cozzolino D., Cynkar W.U., Gishen M., Colby C.B. (2006): Geographic classification of Spanish and Australian Tempranillo red wines by visible and near-infrared spectroscopy combined with multivariate analysis. Journal of Agricultural and Food Chemistry, 54: 6754-6759. Go to original source... Go to PubMed...
  19. Mamat M., Samad S.A., Hannan M.A. (2011): An Electronic nose for reliable measurement and correct classification of beverages. Sensors, 11: 6435-6453. Go to original source... Go to PubMed...
  20. Manning L., Soon J.M. (2014): Developing systems to control food adulteration. Food Policy, 49: 23-32. Go to original source...
  21. Nisperos-Carriedo M.O., Shaw P.E. (1990): Comparison of volatile flavor components in fresh and processed orange juices. Journal of Agricultural and Food Chemistry, 38: 1048-1052. Go to original source...
  22. Reinhard H., Sager F., Zoller O. (2008): Citrus juice classification by SPME-GC-MS and electronic nose measurements. LW T-Food Science and Technology, 41: 1906-1912. Go to original source...
  23. Pierce K., Mottram D.S., Baigrie B.D. (1996): The effect of processing on the chiral aroma compounds in cherries (Prunus avium L.). Chemical Markers for Processed and Stored Foods, 631: 70-79. Go to original source...
  24. Saavedra L., García A., Barbas C. (2000): Development and validation of a capillary electrophoresis method for direct measurement of isocitric, citric, tartaric and malic acids as adulteration markers in orange juice. Journal of Chromatography A, 881: 395-401. Go to original source... Go to PubMed...
  25. Sánchez M.T., Torres I., De la Haba M.J., Pérez-Marín D. (2014): First steps to predicting pulp colour in whole melons using near-infrared reflectance spectroscopy. Biosystems Engineering, 123: 12-18. Go to original source...
  26. Shen F., Ying Y.B., Li B.B., Zheng Y.F., Hu J.G. (2011): Prediction of sugars and acids in Chinese rice wine by midinfrared spectroscopy. Food Research International, 44: 1521-1527. Go to original source...
  27. Shiroma C., Rodriguez-Saona L. (2009): Application of NIR and MIR spectroscopy in quality control of potato chips. Journal of Food Composition and Analysis, 22: 596-605. Go to original source...
  28. Sinelli N., Casiraghi E., Barzaghi S., Brambilla A., Giovanelli G. (2011): Near infrared (NIR) spectroscopy as a tool for monitoring blueberry osmo-air dehydration process. Food Research International, 44: 1427-1433. Go to original source...
  29. Stoppacher N., Kluger B., Zeilinger S., Krska R., Schuhmacher R. (2010): Identification and profiling of volatile metabolites of the biocontrol fungus Trichoderma atroviride by HS-SPME-GC-MS. Journal of Microbiological Methods, 81: 187-193. Go to original source... Go to PubMed...
  30. Tena N., Aparicio-Ruiz R., García-González D.L. (2013): Time course analysis of fractionated thermoxidized virgin olive oil by FTIR spectroscopy. Journal of Agricultural and Food Chemistry, 61: 3212-3218. Go to original source... Go to PubMed...
  31. Trirongjitmoah S., Juengmunkong Z., Srikulnath K., Somboon P. (2015): Classification of garlic cultivars using an electronic nose. Computers and Electronics in Agriculture, 113: 148-153. Go to original source...
  32. Twomey M., Downey G., McNulty P.B. (1995): The potential of NIR spectroscopy for the detection of the adulteration of orange juice. Journal of the Science of Food and Agriculture, 67: 77-84. Go to original source...
  33. Velázquez-Estrada R.M., Hernández-Herrero M.M., Rüfer C.E., Guamis-López B., Roig-Sagués A.X. (2013): Influence of ultra high pressure homogenization processing on bioactive compounds and antioxidant activity of orange juice. Innovative Food Science & Emerging Technologies, 18: 89-94. Go to original source...
  34. Xie L.J., Ying Y.B., Chen M.L., Ying T.J. (2010): Detection of transgenic tomato leaf with LeETR1 antisense gene by near-infrared spectroscopy. Transactions of the ASABE, 53: 313-318. Go to original source...
  35. Yu H.Y., Ying Y.B., Fu X.P., Lu H.S. (2006): Quality determination of Chinese rice wine based on Fourier transform near infrared spectroscopy. Journal of Near Infrared Spectroscopy, 14: 37-44. Go to original source...
  36. Zielinski A.A.F., Haminiuk C.W.I., Nunes C.A., Schnitzler E., van Ruth S. M., Granato D. (2014): Chemical composition, sensory properties, provenance, and bioactivity of fruit juices as assessed by chemometrics: a critical review and guideline. Comprehensive Reviews in Food Science and Food Safety, 13: 300-316. Go to original source... Go to PubMed...

This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY NC 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.