Evaluating the accuracy of surrogate markers for identifying opioid-associated out-of-hospital cardiac arrests. Resuscitation 2025 Apr;209:110569
Date
03/09/2025Pubmed ID
40054518Pubmed Central ID
PMC11993323DOI
10.1016/j.resuscitation.2025.110569Scopus ID
2-s2.0-86000794043 (requires institutional sign-in at Scopus site) 6 CitationsAbstract
BACKGROUND: Previous studies have used emergency medical services (EMS) naloxone administration and EMS overdose impression as surrogate markers to identify opioid-associated (OA) out-of-hospital cardiac arrests (OA-OHCA). We evaluated the accuracy of these two surrogate markers using medical examiner post-mortem toxicology data in OHCA patients who died.
METHODS: We conducted a retrospective cohort study of all adult (≥18) non-traumatic OHCA patients treated by Milwaukee County EMS between January 1st, 2015 to December 31st, 2016. EMS naloxone administration and EMS impression of cardiac arrest etiology were used to classify expired patients into 2 groups: (1a) Received ≥1 Naloxone (1b) No Naloxone, and (2a) EMS-impression overdose, (2b) Not EMS-impression overdose. Milwaukee County Medical Examiner (MCME) opioid toxicology data was used as the reference standard and matched to EMS-treated OHCA patients that expired to determine the sensitivity (SN), specificity (SP), positive predictive value (PPV), and the negative predictive value (NPV) of both surrogate markers.
RESULTS: 1,654 OHCA cases were included; 112 (6.8%) received ≥1 Naloxone and 1,542 (93.2%) received No Naloxone; 60 (3.6%) were EMS-impression overdose and 1,594 (96.4%) were not EMS-impression overdose. Of the 525 opioid-associated deaths in the MCME Drug-related Death Database, 150 (28.6%) were OA-OHCA cases treated by EMS. The SN, SP, PPV, and NPV for EMS naloxone administration was 39%, 96%, 52%, and 94% respectively. The SN, SP, PPV, and NPV for EMS-impression overdose was 27%, 99%, 68%, and 93% respectively.
CONCLUSION: EMS naloxone administration and EMS- impression overdose had limited sensitivity for identifying OA-OHCA in expired patients in this large urban EMS system. Prehospital and public health researchers should identify improved methods for accurately classifying this OHCA subpopulation.
Author List
Jasti J, Kennedy K, Colella MR, Aufderheide TPAuthors
Riccardo Colella DO, MPH Professor in the Emergency Medicine department at Medical College of WisconsinJamie Jasti in the CTSI department at Medical College of Wisconsin - CTSI
MESH terms used to index this publication - Major topics in bold
AdultAged
Analgesics, Opioid
Biomarkers
Drug Overdose
Emergency Medical Services
Female
Humans
Male
Middle Aged
Naloxone
Narcotic Antagonists
Out-of-Hospital Cardiac Arrest
Predictive Value of Tests
Retrospective Studies









