Evaluating the detection of cocaine and its impurities concealed inside fruit- and vegetable- food products using handheld spatially offset Raman spectroscopy

IF 2.7 3区 化学 Q2 CHEMISTRY, ANALYTICAL
Sulaf Assi , Ismail Abbas , Leung Tang , Sarah Rowlands , Megan Wilson , Thomas Coombs , Basel Arafat , Mana Al-Hamid , Dhiya Al-Jumeily
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Abstract

This study investigated the use of handheld spatially offset Raman spectroscopy for the identification of drugs concealed within fruit and vegetable food products, which is a common method of drug trafficking in busy environments such as airports. Handheld Raman spectroscopy is advantageous due to its mobility, speed, and chemical specificity for drug analysis. In this study, spatially offset Raman spectra of six substances were collected and included cocaine and its impurities. Raman spectra were collected for drugs on their own and for drugs concealed in transparent bags and in various food products such as green pepper, pomegranate, potato, and zucchini. The collected spectra were analyzed using different algorithms. The results showed successful identification of drugs in three out of the four tested food products, except for pomegranate, which had a thick rind and spongy tissue that hindered detection. An instrumental hit quality index algorithm provided instant identification with matches above 80% in the three identified products. Correlation in wavelength space yielded high correlation coefficient values between substances in food substrates and reference substances, although there were a few false negatives due to noisy spectra. Principal component analysis successfully differentiated between drugs in different food products. In summary, the study demonstrated the potential of handheld spatially offset Raman spectroscopy for identifying drugs concealed within food products. Future work aims to expand the technique to a wider range of substances and food products and develop a quantitative approach to predict substances’ concentrations. Overall, this research contributes to the field of forensic applications and offers insights into the detection of illicit drugs in challenging scenarios.

利用手持式空间偏移拉曼光谱对隐藏在果蔬食品中的可卡因及其杂质的检测进行评估
这项研究调查了使用手持式空间偏移拉曼光谱鉴定隐藏在水果和蔬菜食品中的毒品的情况,这是在机场等繁忙环境中常见的贩毒方法。手持式拉曼光谱因其移动性、速度和化学特异性而在毒品分析中具有优势。本研究收集了六种物质的空间偏移拉曼光谱,其中包括可卡因及其杂质。收集的拉曼光谱既包括毒品本身的拉曼光谱,也包括藏在透明袋中和各种食品(如青椒、石榴、马铃薯和西葫芦)中的毒品的拉曼光谱。使用不同的算法对收集到的光谱进行了分析。结果表明,在四种受测食品中,有三种能成功识别出药物,只有石榴除外,因为石榴皮较厚,海绵状组织阻碍了检测。仪器的命中质量指数算法提供了即时识别,在三种被识别的产品中,匹配度超过 80%。波长空间的相关性在食品基质中的物质和参考物质之间产生了较高的相关系数值,尽管由于光谱嘈杂而出现了一些假阴性。主成分分析成功地区分了不同食品中的药物。总之,这项研究证明了手持式空间偏移拉曼光谱在识别食品中隐藏的药物方面的潜力。今后的工作旨在将该技术扩展到更广泛的物质和食品中,并开发出一种定量方法来预测物质的浓度。总之,这项研究为法医应用领域做出了贡献,并为在具有挑战性的情况下检测非法药物提供了见解。
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来源期刊
Vibrational Spectroscopy
Vibrational Spectroscopy 化学-分析化学
CiteScore
4.70
自引率
4.00%
发文量
103
审稿时长
52 days
期刊介绍: Vibrational Spectroscopy provides a vehicle for the publication of original research that focuses on vibrational spectroscopy. This covers infrared, near-infrared and Raman spectroscopies and publishes papers dealing with developments in applications, theory, techniques and instrumentation. The topics covered by the journal include: Sampling techniques, Vibrational spectroscopy coupled with separation techniques, Instrumentation (Fourier transform, conventional and laser based), Data manipulation, Spectra-structure correlation and group frequencies. The application areas covered include: Analytical chemistry, Bio-organic and bio-inorganic chemistry, Organic chemistry, Inorganic chemistry, Catalysis, Environmental science, Industrial chemistry, Materials science, Physical chemistry, Polymer science, Process control, Specialized problem solving.
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