Trends in opioid seizure data and their association with opioid mortality
McBrien, H.; Alexander, M.
Show abstract
BackgroundThe opioid epidemic remains an emergent health issue in the United States, as opioid-related deaths continue to rise in the second year of COVID-19. The introduction of synthetic opioids into the illicit supply began causing deaths in 2015, however, data describing the illicit opioid supply is scarce. MethodsWe used a newly available national dataset of drug seizure reports, aggregated from law enforcement agencies across the United States, to describe changes in fentanyl, heroin, and other opioid presence in the national illicit supply from 2011-2017, by state and geographic region. We assessed the relationship between drug seizures and opioid-related deaths at the state level using linear regression. ResultsNational and state increases in opioid seizure rates from 2011-2017 were entirely due to increased fentanyl and heroin seizures, as other opioid seizure rates remained constant. Most increases in seizures occurred in the Northeast, Midwest, and Appalachia, where fentanyl seizures and heroin seizures were highest and increased most sharply along with opioid deaths. The composition of drugs seized was similar within geographic regions, but did vary across regions. State opioid seizures of all types were strongly associated with state opioid deaths. The strongest relationship was between fentanyl seizures and fentanyl deaths. ConclusionsThe association between opioid seizures and deaths means seizure data has potential as an early-warning system to predict overdose, although national level data requires quality improvement. Regional variation in seizure rates supports existing evidence that illicit fentanyl and heroin supplies differ between regions, producing distinct regional risk environments, causing varying mortality rates.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Characterizing Declines in US Overdose Deaths Compared to Exponential Predictions 94%
- Changes in Characteristics of Opioid Overdose Death Trends during the COVID-19 Pandemic 94%
- Using synthetic controls to estimate the population-level effects of Ontario's recently implemented overdose prevention sites and consumption and treatment services 93%
Similar papers in this journal
- Changes in injecting versus smoking heroin, fentanyl, and methamphetamine among people who inject drugs in San Diego, California, 2020 to 2023 94%
- Fentanyl, Heroin, and Methamphetamine-Based Counterfeit Pills Sold at Tourist-Oriented Pharmacies in Mexico: An Ethnographic and Drug Checking Study 93%
- Drug Overdose Mortality Rates by Educational Attainment and Sex for Adults Aged 25 to 64 in the United States Before and During the COVID-19 Pandemic, 2015 to 2021 93%
Similar papers in this journal
Similar papers in this journal
- Trends and Patterns of Opioid Epidemic: A Large-Scale Retrospective Study of Hospital Visits with Opioid Poisoning in New York State, 2010-2016 93%
- Analysis of Postmortem Dermal Extracts is an Efficient Illicit Drug Screening Method Supporting Forensic Medicine 90%
- Pharmacokinetics and Central Accumulation of Delta-9-Tetrahydrocannabinol (THC) and its Bioactive Metabolites are Influenced by Route of Administration and Sex 90%
Similar papers in this journal
- The Novel Psychoactive Substances Epidemic: a Scientometric Perspective 89%
- Cannabidiol prevents the locomotor sensitization induced by cocaine and caffeine and upregulates genes of extracellular matrix and anti-inflammatory pathways in the nucleus accumbens: a transcriptome-wide analysis 88%
- β-arrestin-biased Allosteric Modulator of Neurotensin Receptor 1 Reduces Ethanol Drinking and Responses to Ethanol Administration in Rodents 87%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.