采用FTIR-ATR光谱和GC-MS结合化学计量学对加布鱼油中猪油的掺假进行了快速检测。

IF 0.9 Q3 VETERINARY SCIENCES
Open Veterinary Journal Pub Date : 2025-02-01 Epub Date: 2025-02-28 DOI:10.5455/OVJ.2025.v15.i2.13
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

摘要

背景:穆斯林人口非常关注清真食品。如今,消费者对食品掺假问题的认识日益提高。高品质的Gabus鱼油(清真)很容易被不道德的生产商掺入猪油(非清真),以获得更大的利润。目的:采用傅里叶变换红外衰减全反射(FTIR-ATR)光谱、气相色谱-质谱(GC-MS)联用化学计量学对加布斯鱼油中猪油的掺假进行分析。方法:用压榨法提取加布鱼油,用索氏法提取猪油。在优化条件下,采用FTIR-ATR光谱法结合线性判别分析(LDA)、偏最小二乘法(PLS)和主成分回归(PCR)多元校准等方法对提取的油组分进行分析。采用化学计量学主成分分析(PCA)对Gabus鱼油、猪油和棕榈油进行分组。结果:采用LDA化学计量学方法,选取了1500 ~ 1000 cm-1波数区域的吸光度值来区分加布鱼油和掺假猪油的加布鱼油。LDA应用于定量分析中使用的相同波数区域,成功地对Gabus鱼油、猪油和Gabus-猪油混合物进行了分类,准确率为100%。利用优化后的条件,通过PLS和PCR的多元校准,成功地对猪油进行了预测。在加布鱼油中发现了三种脂肪酸标记:辛酸、五酸和花生四酸。采用主成分分析法对数据进行气相色谱-质谱解释。通过主成分分析,可以对加布鱼油、猪油和棕榈油进行聚类和区分。结论:FTIR-ATR光谱和GC-MS联用化学计量学是一种快速、准确的测定加布鱼油中猪油含量的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.

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.

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来源期刊
Open Veterinary Journal
Open Veterinary Journal VETERINARY SCIENCES-
CiteScore
1.40
自引率
0.00%
发文量
112
审稿时长
12 weeks
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.
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