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Use of clinical phenotypes to characterize emergency department patients administered intravenous opioids for acute pain
Clin Exp Emerg Med. 2023;10(3):327-332.   Published online April 24, 2023
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Use of clinical phenotypes to characterize emergency department patients administered intravenous opioids for acute pain
Clin Exp Emerg Med. 2023;10(3):327-332.   Published online April 24, 2023
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Objective
Individual experience with opioids is highly variable. Some patients with acute pain do not experience pain relief with opioids, and many report no euphoria or dysphoric reactions. In this study, we describe the clinical phenotypes of patients who receive intravenous opioids.
Methods
This was an emergency department-based study in which we enrolled patients who received an intravenous opioid. We collected 0 to 10 pain scores prior to opioid administration and 15 minutes after. We also used 0 to 10 instruments to determine how high and how much euphoria the patient felt after receipt of the opioid. Using a cutoff point of ≥50% improvement in pain and the median score on the high and euphoria scales, we assigned each participant to one of the following clinical phenotypes: pain relief with feeling high or euphoria, pain relief without feeling high or euphoria, inadequate relief with feeling high or euphoria, and inadequate relief without feeling high or euphoria.
Results
A total of 713 patients were enrolled, 409 (57%) of whom reported not feeling high, and 465 (65%) reported no feeling of euphoria. Median percent improvement in pain was 37.5% (interquartile range, 12.5%–60.0%). One hundred seventy-eight participants (25%) were classified as experiencing pain relief with euphoria or feeling high, 190 (27%) experienced inadequate relief with euphoria or feeling high, 101 (14%) experienced pain relief without euphoria or feeling high, and 244 (34%) reported inadequate relief without euphoria or feeling high.
Conclusion
Among patients who receive intravenous opioids in the emergency department, the experiences of pain relief and euphoria are highly variable. For many, pain relief is independent of feeling high.

Citations

Citations to this article as recorded by  Crossref logo
  • Association of acute opioid-induced euphoria and analgesia with subsequent opioid prescriptions in an emergency department–based prospective cohort study
    Spencer Brown, Eddie Irizarry, Andrew Williams, Michelle Davitt, Jesse Baer, Benjamin W. Friedman
    Clinical and Experimental Emergency Medicine.2026; 13(2): 207.     CrossRef
  • A Prospective Cohort Study to Determine Which Opioid-Naïve Emergency Department Patients Are at Risk of Persistent Opioid Use
    Lorena Abril, Lauren Gilbert, Fernanda Pacheco, Mai Takematsu, Michelle Davitt, Kristen Schimmrich, Jesse Baer, Gregory Mazarin, Chiraag Gupta, Victoria Adewunmi, Eddie Irizarry, Benjamin W. Friedman
    Annals of Emergency Medicine.2025; 86(2): 179.     CrossRef
  • The burden of acute pain in the U.S. in the wake of the opioid crisis
    James C. Hackworth, John E. Schneider, Maggie Do Valle, David Fam, Charles Argoff, Emanuela Offidani, Jim Potenziano
    Frontiers in Pain Research.2025;[Epub]     CrossRef
  • Clinical phenotypes and short-term outcomes based on prehospital point-of-care testing and on-scene vital signs
    Raúl López-Izquierdo, Carlos del Pozo Vegas, Ancor Sanz-García, Agustín Mayo Íscar, Miguel A. Castro Villamor, Eduardo Silva Alvarado, Santos Gracia Villar, Luis Alonso Dzul López, Silvia Aparicio Obregón, Rubén Calderon Iglesias, Joan B. Soriano, Francis
    npj Digital Medicine.2024;[Epub]     CrossRef
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