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使用气相色谱-质谱联用技术和电子鼻系统结合化学计量工具检测假冒香水

Detection of Counterfeit Perfumes by Using GC-MS Technique and Electronic Nose System Combined with Chemometric Tools.

作者信息

Aghoutane Youssra, Brebu Mihai, Moufid Mohammed, Ionescu Radu, Bouchikhi Benachir, El Bari Nezha

机构信息

Biosensors and Nanotechnology Group, Department of Biology, Faculty of Sciences, Moulay Ismaïl University of Meknes, B.P. 11201, Zitoune, Meknes 50070, Morocco.

Sensor Electronic & Instrumentation Group, Department of Physics, Faculty of Sciences, Moulay Ismaïl University of Meknes, B.P. 11201, Zitoune, Meknes 50070, Morocco.

出版信息

Micromachines (Basel). 2023 Feb 24;14(3):524. doi: 10.3390/mi14030524.

Abstract

The Scientific Committee on Cosmetic and Non-Food Products has identified 26 compounds that may cause contact allergy in consumers when present in concentrations above certain legal thresholds in a product. Twenty-four of these compounds are volatiles and can be analyzed by gas chromatography-mass spectrometry (GC-MS) or electronic nose (e-nose) technologies. This manuscript first describes the use of the GC-MS approach to identify the main volatile compounds present in the original perfumes and their counterfeit samples. The second part of this work focusses on the ability of an e-nose system to discriminate between the original fragrances and their counterfeits. The analyses were carried out using the headspace of the aqueous solutions. GC-MS analysis revealed the identification of 10 allergens in the perfume samples, some of which were only found in the imitated fragrances. The e-nose system achieved a fair discrimination between most of the fragrances analyzed, with the counterfeit fragrances being clearly separated from the original perfumes. It is shown that associating the e-nose system to the appropriate classifier successfully solved the classification task. With Principal Component Analysis (PCA), the three first principal components represented 98.09% of the information in the database.

摘要

化妆品及非食品科学委员会已确定了26种化合物,当它们在产品中的浓度超过特定法定阈值时,可能会导致消费者产生接触性过敏。其中24种化合物是挥发性的,可通过气相色谱 - 质谱联用(GC - MS)或电子鼻(e - nose)技术进行分析。本手稿首先描述了使用GC - MS方法来鉴定原装香水及其假冒样品中存在的主要挥发性化合物。这项工作的第二部分重点关注电子鼻系统区分原装香水及其假冒品的能力。分析是使用水溶液的顶空进行的。GC - MS分析表明在香水样品中鉴定出10种过敏原,其中一些仅在仿冒香水中发现。电子鼻系统对大多数分析的香水实现了较好的区分,假冒香水与原装香水明显分开。结果表明,将电子鼻系统与适当的分类器相结合成功解决了分类任务。通过主成分分析(PCA),前三个主成分代表了数据库中98.09%的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/461e/10052770/acf7b9397efd/micromachines-14-00524-g001.jpg

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