Application of attenuated total reflectance Fourier Transform Infrared spectroscopy (ATR-FTIR) in MIR range coupled with chemometrics for detection of pig body fat in pure ghee (heat clarified milk fat)
被引:40
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作者:
Upadhyay, Neelam
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机构:
Natl Dairy Res Inst, ICAR, Dairy Technol Div, Karnal 132001, Haryana, IndiaNatl Dairy Res Inst, ICAR, Dairy Technol Div, Karnal 132001, Haryana, India
Upadhyay, Neelam
[1
]
Jaiswal, Pranita
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机构:
Indian Agr Res Inst, ICAR, New Delhi 110012, IndiaNatl Dairy Res Inst, ICAR, Dairy Technol Div, Karnal 132001, Haryana, India
Jaiswal, Pranita
[2
]
Jha, Shyam Narayan
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机构:
Indian Council Agr Res, New Delhi 110012, IndiaNatl Dairy Res Inst, ICAR, Dairy Technol Div, Karnal 132001, Haryana, India
Jha, Shyam Narayan
[3
]
机构:
[1] Natl Dairy Res Inst, ICAR, Dairy Technol Div, Karnal 132001, Haryana, India
[2] Indian Agr Res Inst, ICAR, New Delhi 110012, India
[3] Indian Council Agr Res, New Delhi 110012, India
Pure ghee;
Pig body fat;
Spike;
ATR-FTIR;
Chemometrics;
Adulteration detection;
VIRGIN OLIVE OIL;
GAS-CHROMATOGRAPHY;
LARD ADULTERATION;
QUANTIFICATION;
D O I:
10.1016/j.molstruc.2017.09.116
中图分类号:
O64 [物理化学(理论化学)、化学物理学];
学科分类号:
070304 ;
081704 ;
摘要:
Pure ghee is superior to other fats and oils due to the presence of bioactive lipids and its rich flavor. Adulteration of ghee with cheaper fats and oils is a prevalent fraudulent practice. ATR-FTIR spectroscopy was coupled with chemometrics for the purpose of detection of presence of pig body fat in pure ghee. Pure mixed ghee was spiked with pig body fat @ 3, 4, 5, 10, 15% level. The spectra of pure (ghee and pig body fat) along with the spiked samples was taken in MIR from 4000 to 500 cm(-1). Some wavenumber ranges were selected on the basis of differences in the spectra obtained. Separate clusters of the samples were obtained by employing principal component analysis at 5% level of significance on the selected wavenumber range. Probable class membership was predicted by applying SIMCA approach. Approximately, 90% of the samples classified into their respective class and pure ghee and pig body fat never misclassified themselves. The value of R-2 was >0.99 for both calibration and validation sets using partial least square method. The study concluded that spiking of pig body fat in pure ghee can be detected even at a level of 3%. Practical applications: The adulteration of pure ghee with cheaper animal body fats is a menace and reports pertaining to the same appear in newspaper frequently. Lard, due to the presence of higher amount of fat, is a choice of unscrupulous manufacturers to be used for adulteration purposes. Thus, techniques for detection of presence of lard in pure ghee needs to be investigated. In this context, the present study was envisaged with the aim to detect presence of pig body fat in pure ghee by using ATR-FTIR It can be seen that the strong absorbance at the specific wavenumber ranges (3030-2785, 1786-1680, 1490-919 cm(-1)) are seen in case of pig body fat and the samples spiked with the same and can be used as the regions for detecting the presence of pig body fat in pure ghee. The results of PCA, SIMCA and PLS statistically prove that the said region is good for detecting the presence of pig body fat in ghee, indicating the utility and robustness of the FTIR technique. (C) 2017 Elsevier B.V. All rights reserved.
机构:
Collaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, ChinaCollaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, China
Shen, Fei
Liu, Xiao
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机构:
Collaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, ChinaCollaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, China
Liu, Xiao
Pei, Fei
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机构:
Collaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, ChinaCollaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, China
Pei, Fei
Li, Peng
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机构:
Collaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, ChinaCollaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, China
Li, Peng
Jiang, Dafeng
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机构:
Shandong Center for Disease Control and Prevention, Jinan,250014, ChinaCollaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, China
Jiang, Dafeng
Liu, Qing
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机构:
Collaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, ChinaCollaborative Innovation Center for Modern Grain Circulation and Safety, Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing University of Finance and Economics, Nanjing,210023, China
机构:
Univ Malaysia Sabah, Borneo Marine Res Inst, Jln UMS, Kota Kinabalu 88400, Sabah, MalaysiaUniv Malaysia Sabah, Borneo Marine Res Inst, Jln UMS, Kota Kinabalu 88400, Sabah, Malaysia
Myron, Pang
Siddiquee, Shafiquzzaman
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机构:
Univ Malaysia Sabah, Biotechnol Res Inst, Jln UMS, Kota Kinabalu 88400, Sabah, MalaysiaUniv Malaysia Sabah, Borneo Marine Res Inst, Jln UMS, Kota Kinabalu 88400, Sabah, Malaysia
机构:
Canadian Food Inspect Agcy CFIA, Greater Toronto Area Lab, Midland Ave, Toronto, ON M1P 4R7, CanadaCanadian Food Inspect Agcy CFIA, Greater Toronto Area Lab, Midland Ave, Toronto, ON M1P 4R7, Canada
Teklemariam, Thomas A.
Moisey, John
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机构:
Canadian Food Inspect Agcy CFIA, 1400 Merivale Rd, Ottawa, ON K1A 0Y9, CanadaCanadian Food Inspect Agcy CFIA, Greater Toronto Area Lab, Midland Ave, Toronto, ON M1P 4R7, Canada
Moisey, John
Gotera, Jason
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Canadian Food Inspect Agcy CFIA, Greater Toronto Area Lab, Midland Ave, Toronto, ON M1P 4R7, CanadaCanadian Food Inspect Agcy CFIA, Greater Toronto Area Lab, Midland Ave, Toronto, ON M1P 4R7, Canada