Multivariate Analysis Aided Surface-Enhanced Raman Spectroscopy (MVA-SERS) Multiplex Quantitative Detection of Trace Fentanyl in Illicit Drug Mixtures Using a Handheld Raman Spectrometer

被引:27
|
作者
Wang, Ling [1 ]
Vendrell-Dones, Mario O. [1 ]
Deriu, Chiara [1 ]
Dogruer, Sevde [1 ]
de B. Harrington, Peter [2 ]
McCord, Bruce [1 ]
机构
[1] Florida Int Univ, Dept Chem & Biochem, Miami, FL 33199 USA
[2] Ohio Univ, Dept Chem & Biochem, Athens, OH 45701 USA
关键词
Fentanyl; heroin; cocaine; surface-enhanced Raman spectroscopy; SERS; chemometrics; super partial least squares regression discriminate analysis; SPLS-DA; INVOLVED OVERDOSE DEATHS; UNITED-STATES; LIQUID-CHROMATOGRAPHY; HEROIN; OPIOIDS;
D O I
10.1177/00037028211032930
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Recently there has been upsurge in reports that illicit seizures of cocaine and heroin have been adulterated with fentanyl. Surface-enhanced Raman spectroscopy (SERS) provides a useful alternative to current screening procedures that permits detection of trace levels of fentanyl in mixtures. Samples are solubilized and allowed to interact with aggregated colloidal nanostars to produce a rapid and sensitive assay. In this study, we present the quantitative determination of fentanyl in heroin and cocaine using SERS, using a point-and-shoot handheld Raman system. Our protocol is optimized to detect pure fentanyl down to 0.20 +/- 0.06 ng/mL and can also distinguish pure cocaine and heroin at ng/mL levels. Multiplex analysis of mixtures is enabled by combining SERS detection with principal component analysis and super partial least squares regression discriminate analysis (SPLS-DA), which allow for the determination of fentanyl as low as 0.05% in simulated seized heroin and 0.10% in simulated seized cocaine samples.
引用
收藏
页码:1225 / 1236
页数:12
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