Alterations in the kallikrein-kinin system predict death after heart transplant

Nicholas P Giangreco1, Guillaume Lebreton2, Susan Restaino3

  • 1Departments of Systems Biology, Biomedical Informatics, and Medicine, Columbia University, New York, NY, USA.

Scientific Reports
|August 19, 2022
PubMed

Insights

Proteomics identified six novel biomarkers in pre-transplant serum microvesicles that predict heart transplant survival. These markers, linked to coagulation and platelet activation, offer improved risk stratification beyond clinical factors.

Area of Science:

  • Biomarker Discovery
  • Proteomics
  • Transplantation Science

Background:

  • Heart transplantation is the gold standard for end-stage heart failure.
  • Limited donor availability necessitates precise risk stratification for optimal outcomes.
  • Pre-transplant assessment is critical for resource allocation and patient prognosis.

Purpose of the Study:

  • To identify novel proteomic biomarkers from pre-transplant serum microvesicles for predicting post-heart transplant survival.
  • To evaluate the predictive performance of these biomarkers against traditional clinical factors.
  • To explore the biological pathways associated with post-transplant outcomes.

Main Methods:

  • Serum microvesicles were isolated from pre-transplant samples.
  • Proteomic analysis was performed using mass spectrometry.
  • Monte Carlo cross-validation integrated proteomic data and clinical characteristics for survival prediction.

Main Results:

  • Six protein markers (Prothrombin, SERPINF2, Factor IX, CPB2, HGFAC, LK) demonstrated predictive performance (AUROC > 0.6).
  • No single clinical characteristic achieved an AUROC > 0.6.
  • Enriched pathways included platelet activation and coagulation cascade, particularly the kallikrein-kinin system (KKS).

Conclusions:

  • Serum microvesicle proteomics identifies novel biomarkers for predicting heart transplant survival.
  • Coagulation pathway and KKS alterations pre-transplant are associated with post-transplant outcomes.
  • Further research is needed to validate KKS alterations as a contributor to transplant success.

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