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Detecting the Undetectable: Analytical Strategies for Novel Psychoactive Substances
Elisa Jousselin1, Pauline Griffeuille1,2, Isy Petit1
1Pharmacology and Transplantation, Inserm U1248, Université de Limoges, Limoges, France.
Detecting novel psychoactive substances (NPS) is challenging. An integrated analytical approach using advanced mass spectrometry and artificial intelligence (AI) enhances toxicological surveillance and public health protection.
Area of Science:
- Analytical Chemistry
- Forensic Toxicology
- Public Health Surveillance
Background:
- Novel psychoactive substances (NPS) present analytical challenges due to structural diversity and low concentrations.
- Limited availability of certified reference materials hinders accurate detection.
- This review addresses analytical strategies and innovative technologies for NPS surveillance.
Purpose of the Study:
- To review current and emerging analytical strategies for detecting NPS.
- To evaluate innovative technologies for toxicological surveillance of NPS.
- To highlight the role of advanced techniques in addressing NPS challenges.
Main Methods:
- Systematic review of chromatographic, spectrometric, ambient ionization, and AI-assisted methods.
- Emphasis on applicability, sensitivity, and adaptability in clinical, forensic, and environmental settings.
- Analysis of conventional and high-resolution techniques, alongside emerging AI applications.
Main Results:
- Conventional methods are limited to known compounds; advanced techniques offer broader detection but are resource-intensive.
- Artificial intelligence (AI) shows promise for untargeted screening and early compound identification.
- Emerging tools like molecular networking and wastewater-based epidemiology enhance real-time monitoring.
Conclusions:
- An integrated framework combining high-resolution mass spectrometry, ambient ionization, and AI is crucial for the evolving NPS landscape.
- Standardization of reference materials and interdisciplinary collaboration are key to improving NPS detection speed and sensitivity.
- Enhanced analytical capabilities are vital for public health protection against emerging substances.
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