Coronary disease & ACSDiagnostic or prognostic study

Derivation and validation of a prediction model for long-term mortality in patients with ST-segment elevation myocardial infarction undergoing percutaneous coronary intervention: the PREDICT-ST-Elevation Myocardial Infarction score

HeartPublished

  • Derivation and validation of a prediction model
  • time-to-event regression analysis
  • outcome-based cut-point optimisation analysis

Authors' conclusion

The PREDICT-STEMI score is a simple tool for predicting long-term mortality and facilitating early risk stratification and inform clinical decision-making.

Study context

Population
Patients with ST-elevation myocardial infarction (STEMI) undergoing percutaneous coronary intervention (PCI)derivation cohort from a STEMI network, validation in EXAMINATION-EXTEND study (n=1498) and Coronary Artery diSease Tracking registry (n=1112) · Derivation cohort (STEMI network) 23,086 · EXAMINATION-EXTEND study (validation) 1,498 · Coronary Artery diSease Tracking registry (validation) 1,112
Participants
23,086 patients
Comparison
PREDICT-STEMI score for predicting long-term mortality, derived and validated across cohorts
  • Derivation cohortn = 23,086
  • EXAMINATION-EXTEND studyn = 1,498
  • Coronary Artery diSease Tracking registryn = 1,112

Performance

As reported in the abstract

PREDICT-STEMI score composition
  • Seven variables: age, diabetes mellitus, previous myocardial infarction, previous ischaemic stroke/transient ischaemic attack, haemodynamic status, three-vessel disease and mechanical circulatory support; score ranging from 0 to 206 points

Further findings

Concordance index

OutcomeDerivation cohortEXAMINATION-EXTEND studyCoronary Artery diSease Tracking registry
Concordance index for long-term mortality · validation cohorts reported "respectively"0.81 (95% CI 0.80–0.81)0.81 (95% CI 0.78–0.84)0.84 (95% CI 0.81–0.87)

Long-term mortality by score cut-off

Optimal prediction model cut-off
60 points
High vs low score: sixfold increased risk of long-term mortality in both the derivation and validation cohorts

Original publication

Derivation and validation of a prediction model for long-term mortality in patients with ST-segment elevation myocardial infarction undergoing percutaneous coronary intervention: the PREDICT-ST-Elevation Myocardial Infarction score. Heart. Published 29 April 2026. doi:10.1136/heartjnl-2026-327811

Summarised from the published abstract; every number is checked against it