The employment of FTIR-ATR spectroscopy and GC-MS combined with chemometrics for rapid detection of adulteration of pork oil in Gabus fish oil (Channa striata) for halal authentication.
Dwi Lestari, Hasyrul Hamzah, Asri Dwi Endah Dewi Pramesthi, Eka Siswanto Syamsul, Putri Dela Safitri, Rika Nurjunnah, Abdul Rohman
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引用次数: 0
Abstract
Background: The muslim population is very concerned about halal food. Nowadays, there is a growing awareness among consumers regarding the adulteration of food. High-quality Gabus fish oil (halal) is very susceptible to being adulterated with Pork oil (non-halal) by unethical producers to gain greater profits.
Aim: The research objective was to use Fourier Transform Infrared-Attenuated Total Reflection (FTIR-ATR) spectroscopy and gas chromatography-mass spectrometry (GC-MS) in combination with chemometrics for the analysis of pork oil adulteration in Gabus fish oil.
Methods: Extraction of Gabus fish oil using the pressing method and pork oil using the soxhlet method. The oil components extracted were then analyzed using FTIR-ATR spectroscopy combined with chemometrics of linear discriminant analysis (LDA) and multivariate calibrations of partial least square (PLS) and principle component regression (PCR) using optimized conditions. The GC-MS data from methyl ester were processed using chemometrics principal component analysis (PCA) to group Gabus fish oil, pork oil, and palm oil.
Results: The absorbance values at wavenumber regions of 1,500-1,000 cm-1 were selected for discrimination between Gabus fish oil and Gabus fish oil adulterated with pork oil using chemometrics of LDA. The LDA applied to the same wavenumber regions used in the quantitative analysis successfully classified Gabus fish oil, pork oil, and a Gabus-pork oil mixture with an accuracy of 100%. The prediction of pork oil was successfully determined using multivariate calibrations of PLS and PCR using optimized conditions. There are three fatty acid markers found in Gabus fish oil caprylic acid, pentadecanoic acid and arachidic acid. The PCA was applied for data GC-MS interpretation. An analysis by PCA was able to cluster and discriminate Gabus fish oil, pork oil, and palm oil.
Conclusion: FTIR-ATR spectroscopy and GC-MS coupled with chemometrics is a rapid and accurate method for detecting and quantifying pork oil in Gabus fish oil for halal authentication.
期刊介绍:
Open Veterinary Journal is a peer-reviewed international open access online and printed journal that publishes high-quality original research articles. reviews, short communications and case reports dedicated to all aspects of veterinary sciences and its related subjects. Research areas include the following: Infectious diseases of zoonotic/food-borne importance, applied biochemistry, parasitology, endocrinology, microbiology, immunology, pathology, pharmacology, physiology, epidemiology, molecular biology, immunogenetics, surgery, ophthalmology, dermatology, oncology and animal reproduction. All papers are peer-reviewed. Moreover, with the presence of well-qualified group of international referees, the process of publication will be done meticulously and to the highest standards.