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

Publication ,  Journal Article
Shavadia, JS; Alemayehu, W; deFilippi, C; Westerhout, CM; Tromp, J; Granger, CB; Armstrong, PW; van Diepen, S
Published in: J Thromb Thrombolysis
May 2022

Early prediction of significant morbidity or mortality in patients with acute ST-segment elevation myocardial infarction (STEMI) represents an unmet clinical need. In phenotypically matched population of 139 STEMI patients (72 cases, 67 controls) treated with primary percutaneous coronary intervention, we explored associations between a 24-h relative change from baseline in the concentration of 91 novel biomarkers and the composite outcome of death, heart failure, or shock within 90 days. Additionally, we used random forest models to predict the 90-day outcomes. After adjustment for false discovery rate, the 90-day composite was significantly associated with concentration changes in 14 biomarkers involved in various pathophysiologic processes including: myocardial fibrosis/remodeling (collagen alpha-1, cathepsin Z, metalloproteinase inhibitor 4, protein tyrosine phosphatase subunits), inflammation, angiogenesis and signaling (interleukin 1 and 2 subunits, growth differentiation factor 15, galectin 4, trefoil factor 3), bone/mineral metabolism (osteoprotegerin, matrix extracellular phosphoglycoprotein and tartrate-resistant acid phosphatase), thrombosis (tissue factor pathway inhibitor) and cholesterol metabolism (LDL-receptor). Random forest models suggested an independent association when inflammatory markers are included in models predicting the outcomes within 90 days. Substantial heterogeneity is apparent in the early proteomic responses among patients with acutely reperfused STEMI patients who develop death, heart failure or shock within 90 days. These findings suggest the need to consider synergistic multi-biomarker strategies for risk stratification and to inform future development of novel post-myocardial infarction therapies.

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Published In

J Thromb Thrombolysis

DOI

EISSN

1573-742X

Publication Date

May 2022

Volume

53

Issue

4

Start / End Page

841 / 850

Location

Netherlands

Related Subject Headings

  • Treatment Outcome
  • ST Elevation Myocardial Infarction
  • Risk Factors
  • Proteomics
  • Percutaneous Coronary Intervention
  • Myocardial Infarction
  • Humans
  • Heart Failure
  • Cardiovascular System & Hematology
  • Biomarkers
 

Citation

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Shavadia, J. S., Alemayehu, W., deFilippi, C., Westerhout, C. M., Tromp, J., Granger, C. B., … van Diepen, S. (2022). Novel multi-marker proteomics in phenotypically matched patients with ST-segment myocardial infarction: association with clinical outcomes. J Thromb Thrombolysis, 53(4), 841–850. https://doi.org/10.1007/s11239-021-02582-5
Shavadia, Jay S., Wendimagegn Alemayehu, Christopher deFilippi, Cynthia M. Westerhout, Jasper Tromp, Christopher B. Granger, Paul W. Armstrong, and Sean van Diepen. “Novel multi-marker proteomics in phenotypically matched patients with ST-segment myocardial infarction: association with clinical outcomes.J Thromb Thrombolysis 53, no. 4 (May 2022): 841–50. https://doi.org/10.1007/s11239-021-02582-5.
Shavadia JS, Alemayehu W, deFilippi C, Westerhout CM, Tromp J, Granger CB, et al. Novel multi-marker proteomics in phenotypically matched patients with ST-segment myocardial infarction: association with clinical outcomes. J Thromb Thrombolysis. 2022 May;53(4):841–50.
Shavadia, Jay S., et al. “Novel multi-marker proteomics in phenotypically matched patients with ST-segment myocardial infarction: association with clinical outcomes.J Thromb Thrombolysis, vol. 53, no. 4, May 2022, pp. 841–50. Pubmed, doi:10.1007/s11239-021-02582-5.
Shavadia JS, Alemayehu W, deFilippi C, Westerhout CM, Tromp J, Granger CB, Armstrong PW, van Diepen S. Novel multi-marker proteomics in phenotypically matched patients with ST-segment myocardial infarction: association with clinical outcomes. J Thromb Thrombolysis. 2022 May;53(4):841–850.
Journal cover image

Published In

J Thromb Thrombolysis

DOI

EISSN

1573-742X

Publication Date

May 2022

Volume

53

Issue

4

Start / End Page

841 / 850

Location

Netherlands

Related Subject Headings

  • Treatment Outcome
  • ST Elevation Myocardial Infarction
  • Risk Factors
  • Proteomics
  • Percutaneous Coronary Intervention
  • Myocardial Infarction
  • Humans
  • Heart Failure
  • Cardiovascular System & Hematology
  • Biomarkers