Volume 106, Issue 1 pp. 303-316
ORIGINAL ARTICLE - CLINICAL SCIENCE

Development of an Acute Coronary Syndrome-Cardiogenic Shock Risk Score for 30-day Mortality From the Victorian Cardiac Outcomes Registry (VCOR ACS-CS Risk Score)

Nicholas D'Elia

Nicholas D'Elia

Western Health Department of Cardiology, Victoria, Australia

Baker Heart and Diabetes Institute, Victoria, Australia

Search for more papers by this author
Sara Vogrin

Sara Vogrin

Department of Medicine, University of Melbourne, Victoria, Australia

Search for more papers by this author
Angela L. Brennan

Angela L. Brennan

Department of Epidemiology and Preventive Medicine, Centre of Cardiovascular Research & Education in Therapeutics, Victoria, Australia

Search for more papers by this author
Diem Dinh

Diem Dinh

Department of Epidemiology and Preventive Medicine, Centre of Cardiovascular Research & Education in Therapeutics, Victoria, Australia

Search for more papers by this author
Jeffrey Lefkovits

Jeffrey Lefkovits

Department of Epidemiology and Preventive Medicine, Centre of Cardiovascular Research & Education in Therapeutics, Victoria, Australia

Search for more papers by this author
Christopher M. Reid

Christopher M. Reid

Department of Epidemiology and Preventive Medicine, Centre of Cardiovascular Research & Education in Therapeutics, Victoria, Australia

Search for more papers by this author
Dion Stub

Dion Stub

Western Health Department of Cardiology, Victoria, Australia

Department of Epidemiology and Preventive Medicine, Centre of Cardiovascular Research & Education in Therapeutics, Victoria, Australia

Department of Cardiology, Alfred Hospital, Victoria, Australia

Search for more papers by this author
Jason Bloom

Jason Bloom

Baker Heart and Diabetes Institute, Victoria, Australia

Search for more papers by this author
Kawa Haji

Kawa Haji

Western Health Department of Cardiology, Victoria, Australia

Search for more papers by this author
Sinjini Biswas

Sinjini Biswas

The Royal Melbourne Hospital, Grattan st, Parkville Vic, Australia

Search for more papers by this author
Neville Tan

Neville Tan

Western Health Department of Cardiology, Victoria, Australia

Search for more papers by this author
David M. Kaye

David M. Kaye

Baker Heart and Diabetes Institute, Victoria, Australia

Department of Cardiology, Alfred Hospital, Victoria, Australia

Search for more papers by this author
Nicholas Cox

Nicholas Cox

Western Health Department of Cardiology, Victoria, Australia

Department of Medicine, University of Melbourne, Victoria, Australia

Search for more papers by this author
William Chan

Corresponding Author

William Chan

Western Health Department of Cardiology, Victoria, Australia

Baker Heart and Diabetes Institute, Victoria, Australia

Department of Medicine, University of Melbourne, Victoria, Australia

Department of Cardiology, Alfred Hospital, Victoria, Australia

Correspondence: William Chan ([email protected])

Search for more papers by this author
First published: 23 April 2025

ABSTRACT

Introduction

Acute coronary syndrome-cardiogenic shock (ACS-CS) confers a 30-day mortality rate of ~50%. A simple bed-side risk score for 30-day all-cause mortality may aid in rapid prognostication in these high-risk patients.

Methods

We analyzed data from consecutive patients with ACS-CS enrolled in the Victorian Cardiac Outcomes Registry (VCOR), a state-wide procedure-based clinical quality registry, between 2013 and 2021. Internal validation was performed in 1000 bootstrapped samples to derive variables that were in > 60% of models for the prediction of 30-day mortality. Model performance was evaluated using C-statistic, and Hosmer Lemeshow (HL) statistic.

Results

Of 1564 patients with ACS-CS undergoing percutaneous coronary intervention (PCI), 1403 presented with ST-elevation myocardial infarction (STEMI) and 161 with non-STEMI. Age was 66 ± 13 years, and 74% were males. In-hospital and 30-day mortality rates were 42% and 45%. Selected predictors of 30-day mortality included age (odds ratio (OR) 1.4 [1.3, 1.6] per 10 year increase), female sex (OR 1.4 [1.1, 1.8]), diabetes (OR 1.5 [1.2, 2.0]), estimated glomerular filtration rate < 30 mL/min/1.73 m2 (OR 2.2 [1.3, 3.5]), <60 mL/min/1.73 m2 (OR 1.5 [1.1, 2.0], left ventricular ejection fraction < 35% (OR 4.6 [3.5, 6.1]), out-of-hospital cardiac arrest (OR 2.3 [1.8, 3.1]), pre-procedural intubation (OR 2.1 [1.6, 2.7], mechanical circulatory support (OR 1.5 [1.1, 2.1]), STEMI (OR 2.6 [1.7, 3.8]), and multivessel PCI (OR 1.5 [1.1, 2.1], all p < 0.01). Internal validation of 1000 bootstrapped samples resulted in 15 clinical and procedural variables, which demonstrated excellent fit and performance (C-statistic = 0.8, HL p = 0.44) for the prediction of 30-day mortality.

Conclusion

A risk score incorporating only peri-procedural (clinical and procedural) variables accurately stratified 30-day mortality risk among patients with ACS-CS who underwent PCI. Further studies are required to externally validate the VCOR ACS-CS risk score, however, its simplicity potentially facilitates translation into clinical practice.

Conflicts of Interest

The authors declare no conflicts of interest.

Data Availability Statement

The authors have nothing to report.

The full text of this article hosted at iucr.org is unavailable due to technical difficulties.