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(Reference retrieved automatically from Web of Science through information on FAPESP grant and its corresponding number as mentioned in the publication by the authors.)

Quantification of cocaine in ternary mixtures using partial least squares regression applied to Raman and Fourier transform infrared spectroscopy

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Author(s):
Fernandes de Oliveira Penido, Ciro Augusto [1] ; Tavares Pacheco, Marcos Tadeu [2] ; Novotny, Etelvino Henrique [3] ; Lednev, Igor K. [4] ; Silveira, Jr., Landulfo [2]
Total Authors: 5
Affiliation:
[1] Univ Camilo Castelo Branco UNICASTELO, Rua Carolina Fonseca 584, BR-08230030 Sao Paulo, SP - Brazil
[2] UAM, CITE, Parque Tecnol Sao Jose dos Campos, BR-12247016 Sao Jose Dos Campos, SP - Brazil
[3] Brazilian Agr Res Corp EMBRAPA Solos, Rua Jardim Bot 1024, BR-22460000 Rio De Janeiro, RJ - Brazil
[4] SUNY Albany, Dept Chem, 1400 Washington Ave, Albany, NY 12222 - USA
Total Affiliations: 4
Document type: Journal article
Source: Journal of Raman Spectroscopy; v. 48, n. 12, p. 1732-1743, DEC 2017.
Web of Science Citations: 13
Abstract

The use of chemicals is often related to suicide attempts and acute poisoning, which account for a significant number of hospital admissions. The differential diagnosis of patients exposed to poisoning is intricate and varies according to the substance used. The identification of drugs and drug abuse in cases of poisoning often requires time-consuming and complex techniques, such as chromatography. The use of vibrational spectroscopy such as Raman spectroscopy and Fourier transform infrared spectroscopy (FTIR) enables the quick identification of toxic substances using no reagents or markers. This study aims to apply these techniques in the long term to identify and quantify substances found at the locations of suicide attempts, poisonings, and even drug consumption sites, including crack samples containing a cocaine base and adulterants commonly seized in drug busts, such as caffeine, lidocaine, and sodium carbonate. In this study, Raman and FTIR spectra of ternary mixtures of crack with caffeine and sodium carbonate and crack with lidocaine and sodium carbonate were obtained. These spectra were used for building multivariate models based on partial least squares (PLS) for determining the composition of the samples quantitatively. High correlation coefficients (r>0.98) and small cross-validation prediction errors (<6%) were obtained for both Raman and FTIR spectral models. The results showed that PLS regression enables crack quantification in ternary mixtures using both Raman and FTIR spectroscopy, allowing for quick medical intervention or determination of the cause of death in cases of cocaine toxicity. (AU)

FAPESP's process: 09/01788-5 - Dispersive Raman spectroscopy using optical fibers "Raman probe" applied to the diagnosis of neoplasia in the skin and prostate
Grantee:Landulfo Silveira Junior
Support Opportunities: Regular Research Grants
FAPESP's process: 15/24040-7 - SPIE Photonics West - BiOS
Grantee:Landulfo Silveira Junior
Support Opportunities: Research Grants - Meeting - Abroad