Related Experiment Video
Updated: Apr 23, 2026

Investigating Drivers of Antireward in Addiction Behavior with Anatomically Specific Single-Cell Gene Expression Methods
Published on: August 4, 2022
Evaluating risk factors and protective clinical interventions for opioid use disorder and overdose in American
Fares Qeadan1, Erin F Madden2, Benjamin Tingey1
1Loyola University Chicago, Maywood, Illinois.
Abstract:
American Indian/Alaska Native (AI/AN) populations often experience higher rates of opioid use disorder (OUD) and opioid overdose deaths compared to other racial/ethnic groups. This study evaluates modifiable risk factors and protective clinical interventions for OUD and overdose prevention interventions among AI/AN patients to understand potential points of intervention. This retrospective cohort study utilized electronic health record data from the Oracle Cerner Real-World Database. The sample included AI/AN individuals aged ≥12 years with an index encounter for opioid prescription or a new OUD diagnosis between January 2006 - January 2021. Modifiable risk factors and protective clinical interventions or overdose prevention interventions included opioid and benzodiazepine co-occurrence, polysubstance use, and interventions such as medications for opioid use disorder (MOUD), safe substance use education, naloxone prescription, and urine drug testing. Adjusted hazard ratios (aHRs) were obtained via Cox Proportional-Hazard regressions. Individuals with a co-occurrence of opioids and benzodiazepines had a higher risk of developing OUD (aHR 1.32, 95% CI 1.19-1.45). Polysubstance use was significantly associated with an increased risk of OUD (aHR 1.85, 95% CI 1.58-2.17) and opioid overdose (aHR 1.47, 95% CI 1.04-2.09). Receiving safe substance use education was associated with a 19% lower risk of OUD (aHR 0.81, 95% CI 0.68-0.98). Prescriptions for naloxone (aHR 0.39, 95% CI 0.17-0.89) or MOUD (aHR 0.25, 95% CI 0.13-0.49) were associated with a lower risk for opioid overdose. The findings highlight key clinical practices and patient behaviors that may significantly affect the risk of OUD and overdose for AI/AN populations.
More Related Videos
12:20Use of the Operant Orofacial Pain Assessment Device OPAD to Measure Changes in Nociceptive Behavior
Published on: June 10, 2013
16:02Demonstration of the Sequence Alignment to Predict Across Species Susceptibility Tool for Rapid Assessment of Protein Conservation
Published on: February 10, 2023
Related Concept Videos
Drug Toxicity: Risk factors
Analgesia and Pain Management
Drug Abuse and Addiction: Pharmacological Phenomena
Opioid Analgesics: Morphine and Other Natural Cogeners
Substance Use Disorders Affecting Sleep
Understanding the concepts of physical dependence,...
Prescription, Nonprescription and Orphan Drugs
The misuse and addiction to prescription drugs is a growing problem that can affect people of all age groups, specifically teenagers. This can happen when prescription medications are used in ways not intended by the prescriber, such as taking someone else's prescription or using medication for...