ArticleDrug and alcohol dependence2021
Opioid deaths involving concurrent benzodiazepine use: Assessing risk factors through the analysis of prescription drug monitoring data and postmortem toxicology.
Article in Drug and alcohol dependence, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed.
- Oxycodone: A Pain-Relieving Agent With Cardioprotective Properties Against Myocardial Ischemia-Reperfusion Injury.Cardiovascular therapeutics · 2026Review
- Article
- A call for better validation of opioid overdose risk algorithms.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Single nucleus transcriptomics of ventral midbrain identifies glial activation associated with chronic opioid use disorder.Nature communications · 2023Article
- Predicting benzodiazepine prescriptions: A proof-of-concept machine learning approach.Frontiers in psychiatry · 2023Article
- Drug prescriptions preceding opioid-related deaths-a register study in forensic autopsy patients.PloS one · 2023Observational
- Alprazolam-related deaths in Scotland, 2004-2020.Journal of psychopharmacology (Oxford, England) · 2022Article
- Oxycodone-Related Deaths: The Significance of Pharmacokinetic and Pharmacodynamic Drug Interactions.European journal of drug metabolism and pharmacokinetics · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
backgroundA high proportion of opioid drug deaths involve concurrent benzodiazepine use. To reduce the risk of drug overdose, various prescription drug monitoring programs have been implemented. This study examined the impact of concurrent benzodiazepine use on opioid-related deaths, and the utility of the Michigan Automated Prescription System (MAPS) in predicting risk of opioid death.
methodsWayne County Medical Examiner's Office cases from 2018 were examined in terms of MAPS data and MAPS-derived drug risk scores, as well as postmortem toxicology. Opioid death cases with concurrent benzodiazepine use were compared to non-drug deaths.
resultsFor cases with a MAPS history for 6 months preceding death, the incidence of opioid prescriptions filled did not differ between groups. In contrast, significantly more opioid death cases had filled a benzodiazepine prescription; alprazolam prescription was the single best predictor of opioid drug death. Groups differed in MAPS-calculated drug risk scores, though these were less predictive of opioid death than some individual measures of prescription drug use. In terms of postmortem toxicology, fentanyl was the best discriminator between cohorts, with significant associations seen for morphine, benzodiazepine, or cocaine use. Similar results were obtained in the subset of subjects filling a prescription within a month of death, except that MAPS risk scores no longer predicted drug deaths.
conclusionMAPS scores did not adequately predict risk of opioid-related death. Contrary to expectations, prescription opioid use was not correlated with opioid-related death, whereas concurrent use of opioids and benzodiazepines represented a highly significant risk factor.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.