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利用化学计量学模糊图法鉴定牛、猪和鱼明胶的特征。

Identification of bovine, porcine and fish gelatin signatures using chemometrics fuzzy graph method.

机构信息

Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia.

Islamic Civilization Academy, Faculty of Social Sciences and Humanities, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia.

出版信息

Sci Rep. 2021 May 7;11(1):9793. doi: 10.1038/s41598-021-89358-2.

Abstract

Gelatin is a protein substance that is widely used in food and pharmaceutical industries. Gelatin is mainly derived from bovine and porcine sources. Fish gelatin is becoming alternative source of gelatin due to concern on health issue and religious constraints. Numerous studies for identification of gelatin sources have been reported. In this study, Fourier transform infrared (FTIR) spectroscopy was used in combination with chemometrics fuzzy autocatalytic set (c-FACS) to distinguish between bovine, porcine and fish gelatins. The gelatin spectra at Amide and 1600-1000 cm regions were analyzed using c-FACS and the results were compared to principal component analysis (PCA) and linear discriminant analysis (LDA). The results obtained from c-FACS method showed that each bovine, porcine and fish gelatin possessed dominant wavenumbers at 1470-1475 cm, 1444-1450 cm and 1496-1500 cm respectively, which represent their unique signatures. Furthermore, a clear distinction for porcine gelatin was observed in coordinated FACS. The c-FACS method is rigor and faster than PCA and LDA in differentiating the gelatin sources. The novel method promises at least another chemometrics method for FTIR related analysis and the possibilities for other applications are endless.

摘要

明胶是一种广泛应用于食品和制药行业的蛋白质物质。明胶主要来源于牛和猪的来源。由于对健康问题和宗教限制的关注,鱼明胶正成为明胶的替代来源。已经有许多用于鉴定明胶来源的研究报告。在这项研究中,傅里叶变换红外(FTIR)光谱学与化学计量学模糊自催化集(c-FACS)相结合,用于区分牛、猪和鱼明胶。使用 c-FACS 分析酰胺和 1600-1000 cm 区域的明胶光谱,并将结果与主成分分析(PCA)和线性判别分析(LDA)进行比较。c-FACS 方法得到的结果表明,每种牛、猪和鱼明胶在 1470-1475 cm、1444-1450 cm 和 1496-1500 cm 处分别具有主导的波数,这代表了它们独特的特征。此外,在协调的 FACS 中可以清楚地区分猪明胶。c-FACS 方法在区分明胶来源方面比 PCA 和 LDA 更严格、更快。该新方法至少为 FTIR 相关分析提供了另一种化学计量学方法,并且具有无限的其他应用可能性。

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