Litcius/Paper detail

Application of design of experiment for quantification of 71 new psychoactive substances in influent wastewater

Dhayaalini Nadarajan, Jake O’Brien, Sarah L. Cresswell, Ben Kele, Jochen A. Müller, Richard Bade

2024Analytica Chimica Acta18 citationsDOIOpen Access PDF

Abstract

New psychoactive substances (NPS) are of public health concern due to their sporadic proliferation and the dearth of information on toxicity when consumed. In addition to seized data from forensic and toxicology reporting, wastewater analysis serves as a complimentary tool for NPS surveillance. A method to detect 71 NPS by simple filtration followed by liquid-chromatography tandem mass spectrometry was developed to detect multiclass NPS consisting of arylcyclohexylamines, designer benzodiazepines, synthetic cannabinoids, synthetic opioids, phenethylamines, synthetic cathinones, tryptamines, and indole alkaloids. In this work, the influential factors for electrospray ionisation were identified and optimised using the fractional factorial design and face-centred central composite design, respectively. The filtration loss during sample clean-up was assessed for all compounds. The final method was validated and applied to wastewater collected from a music festival held in Queensland in 2022. The validated method had linearity between 0.5 ng L−1 and 5000 ng L−1, the limit of quantification (LOQ) ranges from 0.6 ng L−1 to 70 ng L−1, precision within ±20 %, accuracy ranges from 70 % to 120 %, and matrix effect ranges from soft (0 %–20 %) to medium (20 %–50 %) for the majority of the compounds. NPS detected in the festival were 2-fluorodeschloroketamine, 7-hydroxymitragynine, mitragynine, N,N-dimethylpentylone, pentylone, phenibut, and O-desmethyltramadol. Systematic electrospray ionisation optimisation using the design of experiment for a large method is practical and provides in-depth chemical information on studied compounds. The optimised method demonstrated the applicability of analysing samples collected from a festival in this work.

Topics & Concepts

ChemistryDesigner drugChromatographyFactorial experimentCentral composite designWastewaterDetection limitFractional factorial designResponse surface methodologyEnvironmental engineeringPharmacologyDrugEnvironmental scienceMachine learningComputer scienceMedicinePharmaceutical and Antibiotic Environmental ImpactsForensic Toxicology and Drug AnalysisEnvironmental Chemistry and Analysis