Chemometrics Analysis Combined with GC-MS and NMR Spectroscopy Analysis of Fatty Acids as a Means of Discriminating Butterfat Adulteration
DOI:
https://doi.org/10.29169/1927-5951.2019.09.02.5Keywords:
Fatty acid, triglycerides, nutrition, adulteration, butter, lard, chemometrics.Abstract
The adulteration of butter has become a major problem in food industries. Butter has the similar characteristic to lard which makes lard a desirable adulterant in butter due to economic advantages. Therefore, the method of detection to analyse the adulteration practice must be developed. This study used NMR spectroscopy in combination with chemometrics for the authentication of butter from lard. The presence of lard as an adulterant in butter has been analysed using Gas Chromatography–Mass Spectrometry (GC-MS) and Nuclear Magnetic Resonance (NMR) spectroscopy with the aid of chemometric of Principal Component Analysis (PCA) and Discriminant Analysis (DA). PC1 described 82% of the variation while PC2 accounted for 15% of the variation resulted in a model that described 80% of the total variance in the data. With 82% of the peak variation along the first PC, it was clear that all seventeen samples of butter in the market and pure lard sample were formed according to their own group and showed two well-defined and well-separated group. DA model classified 100% of all samples accurately according to its group (butter and butter adulterated with animal fats), meaning that no samples were misclassified into the wrong group. Lard was successfully determined at 2.63 ppm. In this study, NMR and PCA analysis has successfully discriminated between the market sample and lard and the results established that there is no lard being adulterated in all commercial butter samples. This could be a potential identification approach to determine if the product has been deceived in market.
References
Picariello G, Sacchi R, Fierro O, Melck D, Romano R, Paduano A. High resolution 13C NMR detection of short?and medium?chain synthetic triacylglycerols used in butterfat adulteration. Eur J Lipid Sci Technol 2013; 115: 858-864. https://doi.org/10.1002/ejlt.201300018
Jensen RG. The composition of bovine milk lipids: January 1995 to December 2000. J Dairy Sci 2002; 85(2): 295-350. https://doi.org/10.3168/jds.S0022-0302(02)74079-4
German JB, Gibson RA, Krauss RM, Nestle P, Lamarche B, van Staveren WA, Steijns JM, de Groot LCPGM, Lock AL, Destaillats F. A reappraisal of the impact of dairy foods and milk fat on cardiovascular disease risk. Eur J Nutr 2009; 48(4): 191-203. https://doi.org/10.1007/s00394-009-0002-5
Guyot A. Recent progress in reactive surfactants in emulsion polymerisation. Proceedings of the 2002 Macromolecular Symposia 2002; pp. 105-132. https://doi.org/10.1002/1521-3900(200203)179:1<105::AID-MASY105>3.0.CO;2-7
Barron LJ, Hierro MTG, Santa-María G. HPLC and GLC analysis of the triglyceride composition of bovine, ovine and caprine milk fat. J Dairy Sci 1990; 57(4): 517-526. https://doi.org/10.1017/S0022029900029563
Lipp M. Review of methods for the analysis of triglycerides in milk fat: application for studies of milk quality and adulteration. Food Chem 1995; 54: 213-221. https://doi.org/10.1016/0308-8146(95)00611-L
Kuksis A, McCarthy MJ. Gas-liquid chromatographic fractionation of natural triglyceride mixtures by carbon number. Can J Biochem Physiol 1962; 40(5) :679-686. https://doi.org/10.1139/o62-077
Echizen A, Diki M. Determination of butterfat in mixed fats. Relation between butyric acid and butterfat content in mixed fats. Rep Cent Customs Lab 1975; 15:111.
Farag R, Abo-Raya S, Ahmed F, Hewedi F, Khalifa H. Fractional crystallization and gas chromatographic analysis of fatty acids as a means of detecting butterfat adulteration. J Am Oil Chem Soc 1983; 60: 1665-1669. https://doi.org/10.1007/BF02662429
Iwaida M, lto Y, Tonogai Y, Toyoda M, Watanabe T. Detection of adulterated milk fats by gas-liquid chromatographic determination of butyrate and caproate, Food Hyg Safe Sci 1979; 20: 328. https://doi.org/10.3358/shokueishi.20.328
Timms RE. Detection and quantification of non-milk fat in mixtures of milk and non-milk fats. J Dairy Res 1980; 47(3): 295-303. https://doi.org/10.1017/S002202990002118X
Gaydou EM, Bianchini JP, Ratovohery JV. Triterpene alcohols, methylsterols, sterols, and fatty acids in five Malagasy legume seed oils. J Agric Food Chem 1983; 31(4): 833-836. https://doi.org/10.1021/jf00118a039
Harker M, Holmberg N, Clayton JC, Gibbard CL, Wallace AD, Rawlins S, Hellyer SA, Lanot A, Safford R. Enhancement of seed phytosterol levels by expression of an N?terminal truncated Hevea brasiliensis (rubber tree) 3?hydroxy?3?methylglutaryl?CoA reductase. Plant Biotechnol J 2003; 1(2): 113-121. https://doi.org/10.1046/j.1467-7652.2003.00011.x
Holmberg K. Natural surfactants. Curr Opin Colloid Interface Sci 2001; 6:148-159. https://doi.org/10.1016/S1359-0294(01)00074-7
Hubbard WD, Sheppard AJ, Newkirk DR, Prosser AR, Osgood T. Comparison of various methods for the extraction of total lipids, fatty acids, cholesterol, and other sterols from food products. J Am Oil Chem Soc 1977; 54(2): 81-83. https://doi.org/10.1007/BF02912395
Freire E. Differential scanning calorimetry. Protein Stability and Folding: Theory and Practice. Methods Mol Biol 1995; 40: 191-218
Kittur F, Prashanth KH, Sankar KU, Tharanathan R. Characterization of chitin, chitosan and their carboxymethyl derivatives by differential scanning calorimetry. Carbohydr Polym 2002; 49: 185-193. https://doi.org/10.1016/S0144-8617(01)00320-4
Lees M. Food authenticity and traceability. 1st ed. USA: Woodhead Publishing 2003.
Rohman A, Sismindari Erwanto Y, Che Man YB. Analysis of pork adulteration in beef meatball using Fourier transform infrared (FTIR) spectroscopy. Meat Sci 2011; 88(1): 91-95. https://doi.org/10.1016/j.meatsci.2010.12.007
Christy AA, Egeberg PK. Quantitative determination of saturated and unsaturated fatty acids in edible oils by infrared spectroscopy and chemometrics. Chemom Intell Lab Syst 2006; 82:130-136. https://doi.org/10.1016/j.chemolab.2005.06.019
Shin EC, Craft BD, Peg RB, Phillips RD, Eitenmiller RR. Chemometric approach to fatty acid profiles in Runner-type peanut cultivars by principal component analysis (PCA). Food Chem 2010; 119(3): 1262-1270. https://doi.org/10.1016/j.foodchem.2009.07.058
Rohman A, Che Man YB. Analysis of cod-liver oil adulteration using Fourier transform infrared (FTIR) spectroscopy. J Am Oil Chem Soc 2009; 86: 1149-1153. https://doi.org/10.1007/s11746-009-1453-9
AOAC (Association of Official Analytical Chemists). Official methods of analysis of AOAC International (Official Method 920.118). 17th ed. Gaithersbug: MD 2000.
De Pedro E, Casillas M, Miranda C. Microwave Oven Application in the Extraction of Fat from the Subcutaneous Tissue of Iberian Pig Ham. Meat Sci 1997; 45: 45-51. https://doi.org/10.1016/S0309-1740(96)00097-6
Downloads
Published
Issue
Section
License
Copyright (c) 2019 Nurrulhidayah Ahmad Fadzillah , Abdul Rohman , Amin Ismail , Yanty Noorziana Abdul Manaf , Arieff Salleh Rosman , Alfi Khatib , Norazian Mohd. Hassan , Rashidi Othman
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
How to Cite
Similar Articles
- Anuck Islary, Jatin Sarmah , Sanjay Basumatary, Nutritional Properties, Phytochemicals and In Vitro Antioxidant Assessment of Two Wild Edible Fruits from Assam of North-East India , Journal of Pharmacy and Nutrition Sciences : Vol. 7 No. 2 (2017)
- Guangwen Tang, Paolo M. Suter, Vitamin A, Nutrition, and Health Values of Algae: Spirulina, Chlorella, and Dunaliella , Journal of Pharmacy and Nutrition Sciences : Vol. 1 No. 2 (2011)
- Befekadu Ejigu, Tesfaye Girma Legesse , Daniel Haile Chercos, Prevalence and Associated Factors of Malnutrition among Children Aged 6-59 Months in Addi Harush Eritrean Refugees Camp, Tigray Region, North Ethiopia , Journal of Pharmacy and Nutrition Sciences : Vol. 7 No. 4 (2017)
- Sarah V. Cogle , Susan E. Smith , George O. Maish III , Gayle Minard , Martin A. Croce , Roland N. Dickerson, Sliding Scale Regular Human Insulin for Identifying Critically Ill Patients Who Require Intensive Insulin Therapy and for Glycemic Control in those with Mild to Moderate Hyperglycemia , Journal of Pharmacy and Nutrition Sciences : Vol. 7 No. 3 (2017)
- Md. Sahab Uddin , G.M. Sala Uddin , Mst. Marium Begum , Yesmin Begum , Oscar Herrera-Calderon , Md. Manjurul Islam , Mohamed M. Abdel-Daim, Inspection of Phytochemical Content and In Vitro Antioxidant Profile of Gnaphalium luteoalbum L.: An Unexplored Phytomedicine , Journal of Pharmacy and Nutrition Sciences : Vol. 7 No. 3 (2017)
- Laura-Isabel Arranz , Miguel-Ángel Canela , Magda Rafecas, Fibromyalgia and Diet-Related Diseases: Does Health Professional Advice Make Sense? , Journal of Pharmacy and Nutrition Sciences : Vol. 1 No. 2 (2011)
- Kittiyaporn Tongiew , Chuleegone Sornsuvit , Chanin Jiamsajjamongkhon, Effect of Parenteral Nutrition-Associated Factors on the Growth of Premature Infants , Journal of Pharmacy and Nutrition Sciences : Vol. 10 No. 4 (2020)
- Marta González-Castejón , Arantxa Rodriguez-Casado Madrid, Nutritional Genomic: A Multi-Directional Approach to Address Complex Diseases with Multi-Functional Nutrition , Journal of Pharmacy and Nutrition Sciences : Vol. 1 No. 2 (2011)
- Md. Tanjir Islam, Afrin Khan Priyanka, Tania Sultana, Md. Hassan Kawsar, Md. Helal Uddin Sumon , Md. Didaruzzaman Sohel, In Vitro Antimicrobial, Antioxidant and Cytotoxic activities of Polygonum orientale (Bishkatali) , Journal of Pharmacy and Nutrition Sciences : Vol. 6 No. 3 (2016)
- Amanat Ali, Noura S.M. Al-Alawi, Muhammad Athar Sadiq, Mostafa I. Waly, Role of Dietary and Lifestyle Modifications in the Secondary Prevention of Biomarkers of Plaque recurrence in Omani Coronary Revascularized Patients , Journal of Pharmacy and Nutrition Sciences : Vol. 10 No. 2 (2020)
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- Azrina Ismail , Norshazila Shahidan , Nashriyah Mat , Rashidi Othman, Effect of Salicylic Acid on Carotenoids and Chlorophyll Content in Mas Cotek (Ficus deltoidea Jack var. trengganuensis) Leaves and its Retinol Activity Equivalents (RAE) , Journal of Pharmacy and Nutrition Sciences : Vol. 10 No. 1 (2020)
- Nurrulhidayah Ahmad Fadzillah , Rashidi Othman , Norazian Mohd. Hassan , Ainaa Eliah Abu Bakar , Nur Hidayah Noh , Noraini Mahmad, Bioactivity and Stability Studies of Betalain-Containing Extracts from Beta vulgaris L. , Journal of Pharmacy and Nutrition Sciences : Vol. 9 No. 2 (2019)
- Nurrulhidayah Ahmad Fadzillah , Rashidi Othman , Norazian Mohd. Hassan , Nurul Widad Fitri Muhammad, Ainaa Eliah Abu Bakar , Nur Hidayah Noh , Noraini Mahmad, Hot Acid Extraction, Characterisation and Scavenging Activity of Pectin from Hylocereus polyrhizus , Journal of Pharmacy and Nutrition Sciences : Vol. 9 No. 5 (2019)