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
|
作者
Upadhyay, Neelam [1 ]
Jaiswal, Pranita [2 ]
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
关键词
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.
引用
收藏
页码:275 / 281
页数:7
相关论文
共 50 条
  • [21] Attenuated Total Reflection-Fourier Transform Infrared Spectroscopy (ATR-FTIR) Combined with Chemometrics Methods for the Classification of Lingzhi Species
    Wang, Yuan-Yuan
    Li, Jie-Qing
    Liu, Hong-Gao
    Wang, Yuan-Zhong
    MOLECULES, 2019, 24 (12):
  • [22] Structural study of colombian coal by fourier transform infrared spectroscopy coupled to attenuated total reflectance (FTIR-ATR)
    Orrego, J. A.
    Cabanzo Hernandez, R.
    Mejia-Ospino, E.
    REVISTA MEXICANA DE FISICA, 2010, 56 (03) : 251 - 254
  • [23] Detection and discrimination of sedative-hypnotics in spiked beverage dry residues using attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy combined with chemometrics
    Teoh, Way Koon
    Sadiq, Nabeesathul Sumayya Mohamed
    Saisahas, Kasrin
    Phonchai, Apichai
    Kunalan, Vanitha
    Muslim, Noor Zuhartini Md
    Limbut, Warakorn
    Abdullah, Ahmad Fahmi Lim
    Chang, Kah Haw
    JOURNAL OF FORENSIC SCIENCES, 2023, 68 (01): : 75 - 85
  • [24] Surface characterization of plasma-modified low density polyethylene by attenuated total reflectance fourier-transform infrared (ATR-FTIR) spectroscopy combined with chemometrics
    Kovacs, Reka Lilla
    Csontos, Mate
    Gyongyosi, Szilvia
    Elek, Janos
    Parditka, Bence
    Deak, Gyorgy
    Kuki, Akos
    Keki, Sandor
    Erdelyi, Zoltan
    POLYMER TESTING, 2021, 96 (96)
  • [25] Forensic Characterization of Tires by Attenuated Total Reflectance-Fourier Transform Infrared (ATR-FTIR) Spectroscopy and Machine Learning Algorithms
    Du, Haojun
    ANALYTICAL LETTERS, 2023, 56 (10) : 1551 - 1565
  • [26] Attenuated Total Reflectance-Fourier Transform Infrared Spectroscopy (ATR-FTIR) Coupled with Chemometrics, to Control the Botanical Authenticity and Quality of Cold-Pressed Functional Oils Commercialized in Romania
    Socaciu, Carmen
    Fetea, Florinela
    Ranga, Floricuta
    Bunea, Andrea
    Dulf, Francisc
    Socaci, Sonia
    Pintea, Adela
    APPLIED SCIENCES-BASEL, 2020, 10 (23): : 1 - 16
  • [27] Rapid detection of gelatin in dental materials using attenuated total reflection fourier transform infrared spectroscopy (ATR-FTIR)
    Irfanita, N.
    Jaswir, I.
    Mirghani, M. E. S.
    Sukmasari, S.
    Ardini, Y. D.
    Lestari, W.
    1ST PHYSICS AND TECHNOLOGIES IN MEDICINE AND DENTISTRY SYMPOSIUM, 2017, 884
  • [28] In-situ monitoring of nitrate in industrial wastewater using Fourier transform infrared attenuated total reflectance spectroscopy (FTIR-ATR) coupled with chemometrics methods
    Gan, Fangqun
    Wu, Ke
    Ma, Fei
    Wei, Cuilan
    Du, Changwen
    HELIYON, 2022, 8 (12)
  • [29] Attenuated Total Reflectance-Fourier Transform Infrared (ATR-FTIR) Spectroscopy Combined with Chemometrics for Rapid Determination of Cold-Pressed Wheat Germ Oil Adulteration
    Arslan, Fatma Nur
    Caglar, Fethi
    FOOD ANALYTICAL METHODS, 2019, 12 (02) : 355 - 370
  • [30] Evaluation of the application of attenuated total reflectance–Fourier transform infrared spectrometry (ATR–FTIR) and chemometrics to the determination of nutritional parameters of yogurt samples
    J. Moros
    F. A. Iñón
    M. Khanmohammadi
    S. Garrigues
    M. de la Guardia
    Analytical and Bioanalytical Chemistry, 2006, 385 : 708 - 715