Forensic Laboratory, Dutch National Police, Unit Amsterdam, Amsterdam, The Netherlands.
Van't Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam, The Netherlands.
Drug Test Anal. 2021 May;13(5):1054-1067. doi: 10.1002/dta.2993. Epub 2021 Jan 7.
Handheld Raman spectroscopy is an emerging technique for rapid on-site detection of drugs of abuse. Most devices are developed for on-scene operation with a user interface that only shows whether cocaine has been detected. Extensive validation studies are unavailable, and so are typically the insight in raw spectral data and the identification criteria. This work evaluates the performance of a commercial handheld Raman spectrometer for cocaine detection based on (i) its performance on 0-100 wt% binary cocaine mixtures, (ii) retrospective comparison of 3,168 case samples from 2015 to 2020 analyzed by both gas chromatography-mass spectrometry (GC-MS) and Raman, (iii) assessment of spectral selectivity, and (iv) comparison of the instrument's on-screen results with combined partial least square regression (PLS-R) and discriminant analysis (PLS-DA) models. The limit of detection was dependent on sample composition and varied between 10 wt% and 40 wt% cocaine. Because the average cocaine content in street samples is well above this limit, a 97.5% true positive rate was observed in case samples. No cocaine false positives were reported, although 12.5% of the negative samples were initially reported as inconclusive by the built-in software. The spectral assessment showed high selectivity for Raman peaks at 1,712 (cocaine base) and 1,716 cm (cocaine HCl). Combined PLS-R and PLS-DA models using these features confirmed and further improved instrument performance. This study scientifically assessed the performance of a commercial Raman spectrometer, providing useful insight on its applicability for both presumptive detection and legally valid evidence of cocaine presence for law enforcement.
手持式拉曼光谱是一种新兴的技术,用于快速现场检测滥用药物。大多数设备都是为现场操作而开发的,用户界面仅显示是否检测到可卡因。目前还没有广泛的验证研究,也没有关于原始光谱数据和识别标准的深入了解。本工作评估了一种商用手持式拉曼光谱仪在可卡因检测方面的性能,(i)基于其对 0-100wt%可卡因二元混合物的性能,(ii)2015 年至 2020 年通过气相色谱-质谱联用(GC-MS)和拉曼对 3168 例案例样本的回顾性比较,(iii)评估光谱选择性,以及(iv)将仪器屏幕上的结果与组合偏最小二乘回归(PLS-R)和判别分析(PLS-DA)模型进行比较。检测限取决于样品组成,可卡因的浓度在 10wt%到 40wt%之间变化。由于街头样品中的可卡因平均含量远高于此限制,因此在案例样品中观察到 97.5%的真阳性率。没有可卡因假阳性报告,尽管最初内置软件报告 12.5%的阴性样本结果不确定。光谱评估显示拉曼峰 1712cm(可卡因碱)和 1716cm(可卡因盐酸盐)处具有很高的选择性。使用这些特征的组合 PLS-R 和 PLS-DA 模型证实并进一步提高了仪器性能。本研究对商用拉曼光谱仪的性能进行了科学评估,为执法部门提供了关于其在推定检测和可卡因存在的合法有效证据方面的适用性的有用见解。