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Use of clinical phenotypes to characterize emergency department patients administered intravenous opioids for acute pain

Clinical and Experimental Emergency Medicine 2023;10(3):327-332.
Published online: April 24, 2023

1Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA

2Department of Emergency Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA

Correspondence to: Benjamin W. Friedman Department of Emergency Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, 111 East 210th St, Bronx, NY 10467, USA Email: bwfriedmanmd@gmail.com
• Received: February 17, 2023   • Revised: March 30, 2023   • Accepted: March 31, 2023

Copyright © 2023 The Korean Society of Emergency Medicine

This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/).

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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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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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Use of clinical phenotypes to characterize emergency department patients administered intravenous opioids for acute pain
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Fig. 1. Distribution of responses. (A) Distribution of responses for feeling high (“How high did the medication make you feel?”). (B) Distribution of responses for euphoria (“How much euphoria, joy, or happiness did the medication give you?”). (C) Distribution of responses for pain improvement (baseline pain score – 15-minute pain score).
Use of clinical phenotypes to characterize emergency department patients administered intravenous opioids for acute pain
Characteristic Value (n = 713)
Age (yr) 48 ± 16
Sex
 Female 455 (64)
 Male 257 (36)
 Other 1 (0)
Diagnostic grouping
 Nonspecific abdominal pain 267 (37)
 Kidney stone 189 (27)
 Gastrointestinal 81 (11)
 Musculoskeletal (not including back pain) 47 (7)
 Gynecological 34 (5)
 Biliary 30 (4)
 Back pain 24 (3)
 Other 41 (6)
Initial pain score
 10 411 (58)
 8 or 9 222 (31)
 ≤ 7 80 (11)
Admitted to the inpatient service 303 (42)
Opioid exposure within the previous 6 monthsa)
 Yes 131 (18)
 No 582 (82)
Feeling high Euphoria, joy, or happiness
0 1–3 4–7 8–10
0 345 25 45 50
1–3 24 25 12 6
4–7 22 16 47 33
8–10 18 4 10 31
Clinical phenotype Pain improvement (%) Score (range, 0–10)
Any exposure to opioids during the preceding 6 monthsa)
Feeling high Euphoria, joy, or happiness
Pain relief with feeling high or euphoria (n = 178, 25%) 70 (60–100) 5 (2–8) 5 (0–7) 24 (13)
No pain relief with feeling high or euphoria (n = 190, 27%) 22 (11–33) 5 (2–8) 2 (0–5) 38 (20)
Pain relief without feeling high or euphoria (n = 101, 14%) 67 (50–90) 0 (0–0) 0 (0–0) 16 (16)
No pain relief without feeling high or euphoria (n = 244, 34%) 14 (0–30) 0 (0–0) 0 (0–0) 53 (22)
Table 1. Baseline characteristics

Values are presented as number (%) or mean±standard deviation.

Use of oral or parenteral opioids.

Table 2. Cross-tabulation of feeling high versus euphoria, joy, or happiness

Values are presented as number of participants in each category.

Table 3. Clinical phenotypes of patients who received opioids in the emergency department

Values are presented as median (interquartile range) or number (%).

Use of oral or parenteral opioids.