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Punches BE, Freiermuth CE, Sprague JE, Brown JL, Hutzel‐Dunham E, Lambert J, Braun R, Littlefield A, Frey JA, Bachmann DJ, Bischof JJ, Pantalon MV, Ancona RM, Kisor DF, Lyons MS. Screening for problematic opioid use in the emergency department: Comparison of two screening measures. J Am Coll Emerg Physicians Open 2024; 5:e13106. [PMID: 38250198 PMCID: PMC10798174 DOI: 10.1002/emp2.13106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/30/2023] [Accepted: 12/29/2023] [Indexed: 01/23/2024] Open
Abstract
Study objective Earlier intervention for opioid use disorder (OUD) may reduce long-term health implications. Emergency departments (EDs) in the United States treat millions with OUD annually who may not seek care elsewhere. Our objectives were (1) to compare two screening measures for OUD characterization in the ED and (2) to determine the proportion of ED patients screening positive for OUD and those who endorse other substance use to guide future screening programs. Methods A cross-sectional study of randomly selected adult patients presenting to three Midwestern US EDs were enrolled, with duplicate patients excluded. Surveys were administered via research assistant and documented on tablet devices. Demographics were self-reported, and OUD positivity was assessed by the DSM 5 checklist and the WHO ASSIST 3.1. The primary outcome was the concordance between two screening measures for OUD. Our secondary outcome was the proportion of ED patients meeting OUD criteria and endorsed co-occurring substance use disorder (SUD) criteria. Results We enrolled 1305 participants; median age of participants was 46 years (range 18-84), with 639 (49.0%) Non-Hispanic, White, and 693 (53.1%) female. Current OUD positivity was identified in 17% (222 out of 1305) of the participants via either DSM-5 (two or more criteria) or ASSIST (score of 4 or greater). We found moderate agreement between the measures (kappa = 0.56; Phi coefficient = 0.57). Of individuals screening positive for OUD, 182 (82%) endorsed criteria for co-occurring SUD. Conclusions OUD is remarkably prevalent in ED populations, with one in six ED patients screening positive. We found a high prevalence of persons identified with OUD and co-occurring SUD, with moderate agreement between measures. Developing and implementing clinically feasible OUD screening in the ED is essential to enable intervention.
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Affiliation(s)
- Brittany E. Punches
- College of NursingThe Ohio State UniversityColumbusOhioUSA
- Department of Emergency MedicineThe Ohio State University College of MedicineColumbusOhioUSA
| | - Caroline E. Freiermuth
- Department of Emergency MedicineUniversity of Cincinnati College of MedicineCincinnatiOhioUSA
| | - Jon E. Sprague
- The Ohio Attorney General's Center for the Future of Forensic ScienceBowling Green State UniversityBowling GreenOhioUSA
| | - Jennifer L. Brown
- Department of Psychological SciencesPurdue UniversityWest LafayetteIndianaUSA
| | | | - Joshua Lambert
- College of NursingUniversity of CincinnatiCincinnatiOhioUSA
| | - Robert Braun
- Department of Emergency MedicineUniversity of Cincinnati College of MedicineCincinnatiOhioUSA
| | - Andrew Littlefield
- Department of Psychological SciencesTexas Tech UniversityLubbockTexasUSA
| | - Jennifer A. Frey
- Department of Emergency MedicineThe Ohio State University College of MedicineColumbusOhioUSA
| | - Daniel J. Bachmann
- Department of Emergency MedicineThe Ohio State University College of MedicineColumbusOhioUSA
| | - Jason J. Bischof
- Department of Emergency MedicineThe Ohio State University College of MedicineColumbusOhioUSA
| | - Michael V. Pantalon
- Department of Emergency MedicineYale University School of MedicineNew HavenConnecticutUSA
| | - Rachel M. Ancona
- Department of Emergency MedicineWashington University School of MedicineSt. LouisMissouriUSA
| | - David F. Kisor
- Department of Pharmaceutical Sciences and PharmacogenomicsCollege of PharmacyNatural and Health SciencesManchester UniversityFort WayneIndianaUSA
| | - Michael S. Lyons
- Department of Emergency MedicineThe Ohio State University College of MedicineColumbusOhioUSA
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Freiermuth CE, Kisor DF, Lambert J, Braun R, Frey JA, Bachmann DJ, Bischof JJ, Lyons MS, Pantalon MV, Punches BE, Ancona R, Sprague JE. Genetic Variants Associated with Opioid Use Disorder. Clin Pharmacol Ther 2023; 113:1089-1095. [PMID: 36744646 DOI: 10.1002/cpt.2864] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 01/29/2023] [Indexed: 02/07/2023]
Abstract
Genetics are presumed to contribute 30-40% to opioid use disorder (OUD), allowing for the possibility that genetic markers could be used to identify personal risk for developing OUD. We aimed to test the potential association among 180 candidate single nucleotide polymorphisms (SNPs), 120 of which were related to the dopamine reward pathway and 60 related to pharmacokinetics. Participants were randomly recruited in 2020-2021 in a cross-sectional genetic association study. Self-reported health history including Diagnostic and Statistical Manual of Mental Disorders (DSM-5) OUD criteria and buccal swabs were collected. A total of 1,301 participants were included in the analyses for this study. Of included participants, 250 met the DSM-5 criteria for ever having OUD. Logistic regression, adjusting for age and biologic sex, was used to characterize the association between each SNP and DSM-5 criteria consistent with OUD. Six SNPs found in 4 genes were associated with OUD: increased odds with CYP3A5 (rs15524 and rs776746) and DRD3 (rs324029 and rs2654754), and decreased odds with CYP3A4 (rs2740574) and CYP1A2 (rs2069514). Homozygotic CYP3A5 (rs15524 and rs776746) had the highest adjusted odds ratio of 2.812 (95% confidence interval (CI) 1.737, 4.798) and 2.495 (95% CI 1.670, 3.835), respectively. Variants within the dopamine reward and opioid metabolism pathways have significant positive (DRD3 and CYP3A5) and negative (CYP3A4 and CYP1A2) associations with OUD. Identification of these variants provides promising possibilities for genetic prognostic and therapeutic targets for future investigation.
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Affiliation(s)
| | - David F Kisor
- Department of Pharmaceutical Sciences and Pharmacogenomics, College of Pharmacy, Natural and Health Sciences, Manchester University, Fort Wayne, Indiana, USA
| | - Joshua Lambert
- College of Nursing, University of Cincinnati, Cincinnati, Ohio, USA
| | - Robert Braun
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Jennifer A Frey
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Daniel J Bachmann
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Jason J Bischof
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Michael S Lyons
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA
| | - Michael V Pantalon
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Brittany E Punches
- Department of Emergency Medicine, The Ohio State University, Columbus, Ohio, USA.,College of Nursing, The Ohio State University, Columbus, Ohio, USA
| | - Rachel Ancona
- Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jon E Sprague
- The Ohio Attorney General's Center for the Future of Forensic Science, Bowling Green State University, Bowling Green, Ohio, USA
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