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Research Online surveillance of novel psychoactive substances (NPS): Monitoring Reddit discussions as a predictor of increased NPS-related exposures

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Online surveillance of novel psychoactive substances (NPS): Monitoring Reddit discussions as a predictor of increased NPS-related exposures

Barenholtz et al.
International Journal of Drug Policy
Dec 2021

Abstract:
Background
Novel psychoactive substances (NPS) present continuous and growing challenges for the scientific, medical, and interventional communities as emerging substances on recreational drug markets change national and international drug landscapes. NPS account for an increasing proportion of adverse events, hospitalizations, and deaths due to increasing potency and unanticipated biological effects compared to predecessors. This study evaluated the utility of drug use forums as an early indicator or predictor of impending intoxications with potentially harmful or lethal outcomes prior to their occurrences.

Methods

Eight NPS were selected for evaluation to assess the relationship between online mentions of drugs and their involvement in toxic exposures or overdoses. Mentions on Reddit drug forum discussions were tallied and toxicology testing results from forensic investigations in the US were assessed. The selected NPS covered several subclasses and a predetermined time range (2013–2020). They included carfentanil, U-47700, eutylone, flualprazolam, N-ethylpentylone, 5F-MDMB-PICA, isotonitazene, and brorphine.

Results
Seven NPS (excluding 5F-MDMB-PICA) appeared in discussions on Reddit prior to their implication in poisonings or intoxications. Distinct increases and decreases in number of mentions and number of exposures were observed. For most substances (n = 5, 63%), a rise in Reddit mentions was soon followed by a corresponding rise in toxicology positivity. Peak positivity for carfentanil and flualprazolam, however, preceded peak Reddit mentions.

Conclusions

This study demonstrated the utility of social media sites, such as Reddit, as a predictor for future trends in NPS-related exposures. These results provide confirmation that activity on drug use forums in the virtual world can help predict changes in exposures associated with new or re-emerging NPS in the real world. The results warrant further evaluation as a strategy for inclusion in early warning systems.

 
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i wonder if discussions here on bluelight could serve as an even earlier predictor... we have some real RC freaks here who probably start talking about some of these NPS before reddit does
 

thats the full study

Comparison was conducted consisting of temporal trends between online drug forum mentions of specific NPS with comprehensive toxicology data generated from analysis of tens of thousands of biological specimens collected across the US, largely as part of forensic investigations. Our online data consisted of counts of substance-specific postings on the social-media website Reddit. To assess the association between online mentions and implication in exposures, data for selected NPS were queried from a chronology of NPS-related postings on Reddit drug forum discussions and comprehensive toxicology test results.

Data from the analysis of toxicological samples for the presence of drugs, including the targeted NPS, were compiled from NPS Discovery at the CFSRE (Willow Grove, PA, USA) and NMS Labs (Horsham, PA, USA). NPS Discovery [www.npsdiscovery.org] is an open-access analytical drug early warning system in the US that specializes in NPS testing, data compilation, and information dissemination. NMS Labs is the largest forensic toxicology reference laboratory in the US providing national testing services in forensic toxicology and drug chemistry laboratories, with an approximate average yearly case load of more than 120,000 cases. Data were generated from comprehensive toxicological analyses performed on biological specimens submitted in suspected death and impaired driving investigations.
 
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