Application of Cardiogenic Shock Working Group-defined Society for Cardiovascular Angiography and Interventions (CSWG-SCAI) Staging of Cardiogenic Shock to the Medical Information Mart for Intensive Care IV (MIMIC-IV) database

Abstract

Background: The optimal parameters for defining stages of cardiogenic shock (CS) are not yet known. The Cardiogenic Shock Working Group-defined Society for Cardiovascular Angiography and Interventions (CSWG-SCAI) staging of CS was developed to provide simple and specific parameters for risk-stratifying patients.

Objectives: The purpose of this study was to test whether the Cardiogenic Shock Working Group-defined Society for Cardiovascular Angiography and Interventions (CSWG-SCAI) staging is associated with in-hospital mortality, using the Medical Information Mart for Intensive Care IV (MIMIC-IV) database.

Methods: We utilized the open-access MIMIC-IV database, which includes >300,000 patients admitted between 2008 and 2019. We extracted the clinical profile of patients admitted with CS and stratified them into different SCAI stages at admission based on the CSWG criteria. We then tested the association between in-hospital mortality and parameters of hypotension, hypoperfusion, and overall CSWG-SCAI stage.

Results: Of the 2463 patients, CS was predominantly caused by heart failure (HF; 54.7 %) or myocardial infarction (MI; 26.3 %). Mortality was 37.5 % for the total cohort, 32.7 % for patients with HF, and 40 % for patients with MI (p < 0.001). Mortality was higher among patients with mean arterial pressure < 65 mmHg, lactate >2 mmol/L, ALT >200 IU/L, pH ≤ 7.2, and more than one drug/device support at baseline. Increasing CSWG-SCAI stages at baseline and maximum CSWG-SCAI stage achieved were significantly associated with in-hospital mortality (p < 0.05).

Conclusions: The CSWG-SCAI stages are significantly associated with in-hospital mortality and may be used to identify hospitalized patients at risk of worsening cardiogenic shock severity.

Condensed abstract: We analyzed data from 2463 patients with cardiogenic shock using the MIMIC-IV database to investigate the relationship between the Cardiogenic Shock Working Group-defined Society for Cardiovascular Angiography and Interventions (CSWG-SCAI) staging and in-hospital mortality. The main causes of cardiogenic shock were heart failure (54.7 %) and myocardial infarction (26.3 %). The overall mortality rate was 37.5 %, with a higher rate among patients with myocardial infarction (40 %) compared to those with heart failure (32.7 %). Mean arterial pressure < 65 mmHg, lactate >2 mmol/L, ALT >200 IU/L, and pH ≤ 7.2 were significantly associated with mortality. Increasing CSWG-SCAI stages at baseline and maximum achieved stages were strongly associated with higher mortality (p < 0.05). Therefore, the CSWG-SCAI staging system can be used to risk-stratify patients with cardiogenic shock.

Keywords: Cardiogenic Shock Working Group; Cardiogenic shock; MIMIC-IV; Society for Cardiovascular Angiography and Interventions.