Manuka honey authentication by a compact atmospheric solids analysis probe mass spectrometer

被引:12
|
作者
Loh, Li Xuan [1 ,2 ]
Lee, Huei Hong [1 ]
Stead, Sara [3 ]
Ng, Daniel H. J. [1 ]
机构
[1] Waters Corp, Int Food & Water Res Ctr, 1 Sci Pk Rd 01-10,Sci Pk II, Singapore 117528, Singapore
[2] Waters Corp, Res & Dev Mass Spectromet Engn, 1 Sci Pk Rd 02-08,Sci Pk II, Singapore 117528, Singapore
[3] Waters Corp, Altricham Rd, Wilmslow SK9 4AX, Cheshire, England
关键词
Manuka honey; Honey authenticity; Honey adulteration; Compact ambient mass spectrometer; Atmospheric solids analysis probe; Brand protection; Chemometrics; Real-time authentication; IDENTIFICATION;
D O I
10.1016/j.jfca.2021.104254
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Manuka honey is a high-value and commonly adulterated food commodity that is produced by Apis mellifera bees from the nectar of the bush Leptospermum scoparium found exclusively in New Zealand and some parts of Australia. In this study, a rapid method using a compact atmospheric solid analysis probe (ASAP) mass spectrometer (MS) and chemometric modelling was used for the authentication of Manuka honey. Class separation was observed for Manuka honey of different production batches, brands, and grades, whereas no class separation was observed for Manuka honey of the same production batch. A one-class model training set of a production batch of honey was built (R-2 = 0.845; Q(2) = 0.686). Model validation with a prediction set of Manuka honey consisting of samples of the same production batch not used in the model, different production batches, brands, and grades gave and a perfect classifier (AUC = 1) for the receiver operator characteristic (ROC) indicating 100 % correct classification of class samples and outliers. Additionally, validation of the model against adulterated Manuka honey gave an AUC = 0.96 for the ROC. The results in this study indicate that compositional differences between production batches of Manuka honey could be used as unique chemical fingerprints for Manuka honey authentication for the purpose of brand protection and fraud detection.
引用
收藏
页数:6
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