Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis

Pseudoephedrine (PSE) precursors are rampantly abused for the illicit production of synthetic drugs. Clandestine chemists can access this substance either from illegal sources or clandestinely extracted from proprietary formulations despite efforts from manufacturers to limit the PSE’s re-extraction...

Full description

Saved in:
Bibliographic Details
Main Author: Nadzri, Ainol Hayah Ahmad
Format: Thesis
Language:English
Published: 2023
Subjects:
Online Access:http://eprints.usm.my/59775/1/AINOL%20HAYAH%20BINTI%20AHMAD%20NADZRI-FINAL%20THESIS%20P-SKD000417%28R%29%20-E.pdf
http://eprints.usm.my/59775/
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Sains Malaysia
Language: English
id my.usm.eprints.59775
record_format eprints
spelling my.usm.eprints.59775 http://eprints.usm.my/59775/ Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis Nadzri, Ainol Hayah Ahmad QM Human anatomy R Medicine Pseudoephedrine (PSE) precursors are rampantly abused for the illicit production of synthetic drugs. Clandestine chemists can access this substance either from illegal sources or clandestinely extracted from proprietary formulations despite efforts from manufacturers to limit the PSE’s re-extraction. While the reduction reaction of PSE will produce methamphetamine (MA), the oxidation reaction will afford methcathinone (MET), a new psychoactive stimulant (NPS). MET is currently gaining attention as a possible replacement for MA drugs; however, there is a minimal report in the scientific literature regarding the analysis of this substance, particularly regarding its organic and isotopic profiles, which may limit the forensic community's ability to detect and regulate this substance. Initial studies involved optimisation of PSE extraction from various proprietary sources, followed by characterisation and forensic profiling of the extracted PSE products. Acid-base extraction proved to be the most viable method to obtain considerably pure PSE. Subsequently, five different sources of simulated PSE precursors were oxidised following two clandestine synthetic routes, namely chromate and manganate routes. The synthesised oxidative products were then forensically characterised, followed by an examination of their organic and isotopic profiles. Attenuated Total Reflectance Fourier Transform Infrared (ATR-FTIR) spectroscopy and gas chromatography-mass spectrometry (GC-MS) were used for organic impurity profiling, while isotope ratio mass spectrometry (IRMS) profiles 13C:12C and 15N:14N stable isotopes. The chromate and manganate routes produce compounds specific to U1 (RT 5.701, m / z 51, 77, 105, 91, and 207) and U3 (RT 9.013, m/z 70, 85, 117). Additionally, unreacted PSE was found in all the samples from the manganate route. Isotope analysis of 13C:12C and 15N:14N ratios differentiated the samples by the synthetic route and precursor sources with a nitrogen isotope, providing the best results. Data from ATR-FTIR spectra and GC-MS chromatograms were used in conjunction with chemometric analysis, namely hierarchical cluster analysis (HCA), principal component analysis (PCA), and linear discriminant analysis (LDA), to investigate the sources of precursors and the synthetic routes used. The best grouping results are obtained from LDA, where all PSE samples extracted from different sources are traced back to the source, and MET are successfully differentiated based on their synthetic routes and sources of PSE precursor used. Based on the FTIR data set, LDA recorded the correct classification rate for PSE and MET samples of 90.0% and 78.6%, respectively, while for GC-MS datasets, LDA recorded a correct classification rate of 100% for PSE and 95.2% for the MET samples. Forensic chemical profiling in tandem with chemometric analysis is beneficial in advocating the type of precursor and synthetic route used for drug manufacturing in illicit laboratories. 2023-09 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/59775/1/AINOL%20HAYAH%20BINTI%20AHMAD%20NADZRI-FINAL%20THESIS%20P-SKD000417%28R%29%20-E.pdf Nadzri, Ainol Hayah Ahmad (2023) Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis. PhD thesis, Universiti Sains Malaysia.
institution Universiti Sains Malaysia
building Hamzah Sendut Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sains Malaysia
content_source USM Institutional Repository
url_provider http://eprints.usm.my/
language English
topic QM Human anatomy
R Medicine
spellingShingle QM Human anatomy
R Medicine
Nadzri, Ainol Hayah Ahmad
Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis
description Pseudoephedrine (PSE) precursors are rampantly abused for the illicit production of synthetic drugs. Clandestine chemists can access this substance either from illegal sources or clandestinely extracted from proprietary formulations despite efforts from manufacturers to limit the PSE’s re-extraction. While the reduction reaction of PSE will produce methamphetamine (MA), the oxidation reaction will afford methcathinone (MET), a new psychoactive stimulant (NPS). MET is currently gaining attention as a possible replacement for MA drugs; however, there is a minimal report in the scientific literature regarding the analysis of this substance, particularly regarding its organic and isotopic profiles, which may limit the forensic community's ability to detect and regulate this substance. Initial studies involved optimisation of PSE extraction from various proprietary sources, followed by characterisation and forensic profiling of the extracted PSE products. Acid-base extraction proved to be the most viable method to obtain considerably pure PSE. Subsequently, five different sources of simulated PSE precursors were oxidised following two clandestine synthetic routes, namely chromate and manganate routes. The synthesised oxidative products were then forensically characterised, followed by an examination of their organic and isotopic profiles. Attenuated Total Reflectance Fourier Transform Infrared (ATR-FTIR) spectroscopy and gas chromatography-mass spectrometry (GC-MS) were used for organic impurity profiling, while isotope ratio mass spectrometry (IRMS) profiles 13C:12C and 15N:14N stable isotopes. The chromate and manganate routes produce compounds specific to U1 (RT 5.701, m / z 51, 77, 105, 91, and 207) and U3 (RT 9.013, m/z 70, 85, 117). Additionally, unreacted PSE was found in all the samples from the manganate route. Isotope analysis of 13C:12C and 15N:14N ratios differentiated the samples by the synthetic route and precursor sources with a nitrogen isotope, providing the best results. Data from ATR-FTIR spectra and GC-MS chromatograms were used in conjunction with chemometric analysis, namely hierarchical cluster analysis (HCA), principal component analysis (PCA), and linear discriminant analysis (LDA), to investigate the sources of precursors and the synthetic routes used. The best grouping results are obtained from LDA, where all PSE samples extracted from different sources are traced back to the source, and MET are successfully differentiated based on their synthetic routes and sources of PSE precursor used. Based on the FTIR data set, LDA recorded the correct classification rate for PSE and MET samples of 90.0% and 78.6%, respectively, while for GC-MS datasets, LDA recorded a correct classification rate of 100% for PSE and 95.2% for the MET samples. Forensic chemical profiling in tandem with chemometric analysis is beneficial in advocating the type of precursor and synthetic route used for drug manufacturing in illicit laboratories.
format Thesis
author Nadzri, Ainol Hayah Ahmad
author_facet Nadzri, Ainol Hayah Ahmad
author_sort Nadzri, Ainol Hayah Ahmad
title Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis
title_short Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis
title_full Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis
title_fullStr Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis
title_full_unstemmed Forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis
title_sort forensic profiling of proprietary pseudoephedrine precursors and oxidative products in tandem with chemometric analysis
publishDate 2023
url http://eprints.usm.my/59775/1/AINOL%20HAYAH%20BINTI%20AHMAD%20NADZRI-FINAL%20THESIS%20P-SKD000417%28R%29%20-E.pdf
http://eprints.usm.my/59775/
_version_ 1792151158845865984