The Pre-MIRACLE2 Score - Pre-hospital Risk Stratification of Resuscitated Out of Hospital Cardiac Arrest

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Authors: Muhamad Abd Razak, John Hodsoll, Prajith Jeyaprakash, Michael L. McGarvey, Garry Hamilton, Roman Roy, Evan Ansell, Sundeep Kalra, Peter Kordis, Antonio Cannata, Rupert Simpson, Uzma Sajjad
+19 more Nick P. Curzen, Serena Rakar, Clare E. Appleby, Abdul Moheet Mozid, Satpal Singh Arri, Krishnaraj Rathod, Piotr Pałczyński, Mariusz Siemiński, Julian Yeoh, Thomas W Johnson, Paul Rees, Thomas R. Keeble, Rafał Dworakowski, Rachael T. Fothergill, Marko Noč, Philip A. MacCarthy, Jonathan Byrne, Daniel Stahl, Nilesh Pareek
Cited by: 1

Abstract

Background: Out-of-hospital cardiac arrest (OHCA) remains a global health burden where neurological injury sustained is a key predictor of mortality but there are challenges in early risk stratification. This study aims to derive the Pre-MIRACLE2 score, which excludes pH as a component from the MIRACLE2 score, as a means of stratifying neurological risk in a pre-hospital setting. Methods: To validate the Pre-MIRACLE2 score, we used (i) the EUCAR Registry retrospectively analysed from 1 May 2012 to 31 December 2021, and (ii) the GLOBAL-MIRACLE Registry, a prospective cohort analysed from 1 January 2022 to 31 May 2023. The primary outcome was poor neurological outcome (defined as Cerebral Performance Category 3-5) at hospital discharge. Results: From 1 May 2012 until 31 May 2023, 2149 patients were resuscitated from OHCA with sustained return of spontaneous circulation. After excluding patients who remained non-comatose following return of spontaneous circulation and those with incomplete scores, 1402 patients from EUCAR and 747 from GLOBAL-MIRACLE were included in the final analysis. The primary endpoint occurred in 54.4% of the study cohort. The performance of the Pre-MIRACLE2 score for the primary endpoint was excellent, with an area under the receiver operating curve (AUROC) of 0.85 (95% CI 0.83, 0.87). From the prospective validation cohort (GLOBAL-MIRACLE), the AUROC was 0.85 (95% CI 0.82-0.88) with a calibration slope of 1.11 (95% CI 0.95-1.29). Conclusion: The Pre-MIRACLE2 score has the potential to be an effective and pragmatic risk stratification tool for prediction of poor neurological outcome in a pre-hospital environment or where the pH cannot be measured.

Fields of Study & Subjects

Cardiac Arrest and Resuscitation Sepsis Diagnosis and Treatment Trauma Hemostasis Coagulopathy Resuscitation

Publication details

Journal / source
medRxiv
Publisher
openRxiv
Publication date
27 January 2026
Document type
Preprint