Department of Food Science, Czech University of Life Sciences Prague, Kamycka 129, 165 00 Prague 6-Suchdol, Czech Republic.
Department of Statistics, Czech University of Life Sciences Prague, Kamycka 129, 165 00 Prague 6-Suchdol, Czech Republic.
J Dairy Sci. 2021 Sep;104(9):9583-9595. doi: 10.3168/jds.2020-20077. Epub 2021 Jun 5.
In a return to tradition, the popularity of caprine milk is on the rise. However, particularly in countries with developed dairy industries based on bovine milk, there is the risk of adulteration with bovine milk, which is a cheaper alternative. Thus, a rapid, robust, and simple method for the detection of bovine milk added to caprine milk is necessary, and H nuclear magnetic resonance spectroscopy appears to provide a solution. A matrix of 115 pure and artificially adulterated pasteurized milk samples was prepared and used to discover biomarkers of bovine milk that are independent of chemical and biological variation caused by factors such as genetics, diet, or seasonality. Principal component analysis and orthogonal projections to latent structures discriminant analysis of pure bovine milk and pure caprine milk revealed spectral features that were assigned to the resonances of 4 molecules. Of these, the peaks corresponding to protons in the N-acetylglucosamine and N-acetylgalactosamine acetyl moieties showed significant applicability for our method. Receiver operating characteristic curve analysis was used to evaluate the performance of the peak integrals as biomarkers of adulteration. This approach was able to distinguish caprine milk adulterated with 5% of bovine milk with 84.78% accuracy and with 10% of bovine milk an excellent 95.65% accuracy. This study demonstrates that N-acetyl carbohydrates could be used as biomarkers for the detection of bovine milk in caprine milk and could help in protecting caprine milk authenticity.
在回归传统的过程中,山羊奶的受欢迎程度正在上升。然而,特别是在那些以牛奶为基础的发达乳制品工业的国家,存在着与牛奶掺假的风险,因为牛奶是一种更便宜的替代品。因此,需要一种快速、稳健、简单的方法来检测添加到山羊奶中的牛奶,而 H 核磁共振光谱似乎提供了一种解决方案。我们制备了一个由 115 个纯的和人工掺假的巴氏杀菌奶样本组成的矩阵,并用于发现与化学和生物学变化无关的牛奶标志物,这些变化是由遗传、饮食或季节性等因素引起的。主成分分析和正交偏最小二乘判别分析纯牛奶和纯山羊奶揭示了与 4 种分子的共振有关的光谱特征。在这些特征中,与 N-乙酰葡萄糖胺和 N-乙酰半乳糖胺乙酰部分质子对应的峰显示出了我们方法的显著适用性。接收者操作特性曲线分析用于评估作为掺假标志物的峰积分的性能。这种方法能够以 84.78%的准确度区分 5%牛奶掺假的山羊奶,以 95.65%的准确度区分 10%牛奶掺假的山羊奶。这项研究表明,N-乙酰碳水化合物可以作为山羊奶中牛奶检测的标志物,并有助于保护山羊奶的真实性。