School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an 710021, China.
Chinese Academy of Inspection and Quarantine, Beijing 100123, China.
J Agric Food Chem. 2020 Jun 17;68(24):6638-6645. doi: 10.1021/acs.jafc.0c02222. Epub 2020 Jun 7.
An untargeted foodomics strategy based on ultra-high-performance liquid chromatography coupled with quadrupole orbitrap and chemometrics was used to observe subtle differences in the molecule profiles of raw milk from different animal species (cow milk, goat milk, and water buffalo milk), which could prevent the fraud activities in the dairy industry. In data-dependent acquisition (DIA), spectra for all precursor ions facilitated the comprehensive identification of unknown compounds in untargeted foodomics. Chemometrics techniques were used to analyze large amounts of complex data to observe the separation of different sample groups and find the potential markers of sample groups. Finally, five markers were putatively identified by the potential marker identification workflow. The quantification results showed that β-carotene was found only in cow milk; ergocalciferol was found only in water buffalo milk; and the contents of nonanoic acid, decanoic acid, and octanoic acid were higher in goat milk than those in cow milk and water buffalo milk. The quantification of β-carotene enabled the detection of cow milk with a sensitivity threshold of 5% (w/w). This work provided an efficient approach for the discrimination of cow milk, goat milk, and water buffalo milk. Compared with proteomics and genomics, the simpler analytical procedures, lower costs, and higher speed of this work make it of great benefit for routine operations.
本研究采用基于超高效液相色谱-四极杆轨道阱质谱联用和化学计量学的非靶向食品组学策略,观察来自不同动物物种(牛乳、山羊乳和水牛乳)的原料乳的分子图谱的细微差异,从而防止乳制品行业的欺诈行为。在数据依赖采集(DIA)中,所有前体离子的光谱有助于全面鉴定非靶向食品组学中的未知化合物。化学计量学技术用于分析大量复杂数据,以观察不同样品组的分离情况,并找到样品组的潜在标志物。最后,通过潜在标志物识别工作流程,推测出了 5 个标志物。定量结果表明,β-胡萝卜素仅存在于牛乳中;麦角钙化醇仅存在于水牛乳中;而在山羊乳中,壬酸、癸酸和辛酸的含量高于牛乳和水牛乳。β-胡萝卜素的定量能够以 5%(w/w)的灵敏度阈值检测牛乳。本研究提供了一种有效区分牛乳、山羊乳和水牛乳的方法。与蛋白质组学和基因组学相比,该方法分析步骤更简单、成本更低、速度更快,非常有利于常规操作。