Novel multi-marker proteomics in phenotypically matched patients with ST-segment myocardial infarction: association

Jay S Shavadia1,2, Wendimagegn Alemayehu3, Christopher deFilippi4

  • 1Canadian VIGOUR Centre, University of Alberta, Edmonton, AB, Canada. jss372@usask.ca.

Insights

Predicting adverse outcomes after ST-segment elevation myocardial infarction (STEMI) is crucial. Early changes in 14 biomarkers, particularly inflammatory ones, help predict 90-day mortality, heart failure, or shock in STEMI patients.

Area of Science:

  • Cardiology
  • Biomarker Discovery
  • Proteomics

Background:

  • Early prediction of morbidity and mortality in acute ST-segment elevation myocardial infarction (STEMI) remains a clinical challenge.
  • Identifying novel biomarkers for risk stratification post-primary percutaneous coronary intervention is essential.

Purpose of the Study:

  • To explore associations between early changes in novel biomarkers and 90-day adverse outcomes in STEMI patients.
  • To develop predictive models for 90-day mortality, heart failure, or shock using proteomic data.

Main Methods:

  • Analysis of 91 novel biomarkers in 139 STEMI patients (72 cases, 67 controls) treated with primary percutaneous coronary intervention.
  • Assessment of 24-h relative changes in biomarker concentrations from baseline.
  • Application of random forest models for outcome prediction and adjustment for false discovery rate.

Main Results:

  • Significant associations found between 90-day composite outcomes (death, heart failure, shock) and changes in 14 biomarkers.
  • Involved pathophysiologic processes include myocardial remodeling, inflammation, angiogenesis, bone metabolism, thrombosis, and cholesterol metabolism.
  • Random forest models indicated an independent association with inflammatory markers.

Conclusions:

  • Early proteomic responses show heterogeneity in STEMI patients who experience adverse outcomes.
  • Multi-biomarker strategies are needed for risk stratification and developing new therapies post-myocardial infarction.

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