A 3-Biomarker 2-Point-Based Risk Stratification Strategy in Acute Heart Failure

Jesús Álvarez-García1,2, Álvaro García-Osuna3, Miquel Vives-Borrás1

  • 1Cardiology Department, Hospital de la Santa Creu i Sant Pau, IIb-SantPau, Centro de Investigación en Red en Enfermedades Cardiovasculares (CIBERCV), Barcelona, Spain.

Frontiers in Physiology
|November 8, 2021
PubMed

Insights

Measuring N-terminal pro-B-type natriuretic peptide (NT-proBNP), high-sensitivity C-reactive protein (hs-CRP), and growth differentiation factor 15 (GDF-15) at admission and discharge improves heart failure mortality prediction. This 3-biomarker panel identifies four distinct risk categories for 12-month mortality.

Area of Science:

  • Cardiology
  • Biomarker Research
  • Prognostic Modeling

Background:

  • Single-point biomarker measurements limit prognostic accuracy in acute heart failure (HF).
  • Evaluating dynamic changes and combinations of biomarkers is crucial for improved risk stratification.

Purpose of the Study:

  • To assess the prognostic value of NT-proBNP, hsTnT, Cys-C, hs-CRP, GDF15, and GAL-3 in HF patients at admission and discharge.
  • To determine if a multi-biomarker approach improves 12-month mortality prediction compared to clinical models and existing scores.

Main Methods:

  • Prospective, multicenter registry of 830 acute HF patients.
  • Primary outcome: 12-month mortality.
  • Statistical analysis included C-index, calibration, Net Reclassification Improvement (NRI), and Integrated Discrimination Improvement (IDI) on top of clinical models and established scores.

Main Results:

  • The combination of NT-proBNP, hs-CRP, and GDF-15 at admission and discharge significantly improved 12-month mortality prediction (C-index 0.782, IDI 5%, NRI 57%).
  • This 3-biomarker panel successfully stratified patients into four distinct risk categories for 12-month mortality.
  • The novel model outperformed both the best clinical model and four commonly used risk scores.

Conclusions:

  • A multi-biomarker model incorporating NT-proBNP, hs-CRP, and GDF-15 measured dynamically (admission and discharge) offers superior prognostic prediction in acute HF.
  • This approach provides a more accurate and refined risk stratification tool for 12-month mortality compared to current methods.

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