Biomarker-based risk prediction in the community

Eur J Heart Fail. 2016 Nov;18(11):1342-1350. doi: 10.1002/ejhf.663.

Abstract

Aims: Guided by predictive characteristics of cardiovascular biomarkers, we explored the clinical implications of a simulated biomarker-guided heart failure (HF) and major adverse cardiovascular events (MACE) prevention strategy in the community.

Methods and results: In a community cohort (n = 1824), the predictive characteristics for HF and MACE of galectin-3 (Gal-3), ST2, high-sensitivity cardiac troponin I (hscTnI), high-sensitivity C-reactive protein (hsCRP), N-terminal pro-brain natriuretic peptide (NT-proBNP) and B-type natriuretic peptide (BNP) were established. We performed number needed to screen (NNS) and treat (NNT) with the intervention analyses according to biomarker screening strategy and intervention efficacy in persons with at least one cardiovascular risk factor. In the entire cohort, for both HF and MACE, the predictive characteristics of NT-proBNP and hscTnI were superior to other biomarkers; alone, in a multimarker model, and adjusting for clinical risk factors. An NT-proBNP-guided preventative intervention with an intervention effect size (4-year hazard ratio for intervention in biomarker positive cohort) of ≤0.7 would reduce the global burden of HF by ≥20% and MACE by ≥15%. From this simulation, the NNS to prevent one HF event or MACE in 4 years would be ≤100 with a NNT to prevent one HF event of ≤20 and one MACE of ≤10.

Conclusions: The predictive characteristics of NT-proBNP and hscTnI for HF or MACE in the community are superior to other biomarkers. Biomarker-guided preventative interventions with reasonable efficacy would compare favourably to established preventative interventions. This data provides a framework for biomarker selection which may inform design of biomarker-guided preventative intervention trials.

Keywords: Biomarkers; Heart failure; Prevention.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Aged
  • Atrial Fibrillation / blood
  • Atrial Fibrillation / epidemiology
  • Atrial Fibrillation / metabolism
  • Biomarkers
  • C-Reactive Protein / metabolism*
  • Cardiovascular Diseases / blood*
  • Cardiovascular Diseases / metabolism
  • Cardiovascular Diseases / mortality
  • Cohort Studies
  • Female
  • Galectin 3 / blood*
  • Heart Failure / blood*
  • Heart Failure / epidemiology
  • Heart Failure / metabolism
  • Humans
  • Independent Living
  • Interleukin-1 Receptor-Like 1 Protein / blood*
  • Ischemic Attack, Transient / blood
  • Ischemic Attack, Transient / epidemiology
  • Ischemic Attack, Transient / metabolism
  • Male
  • Middle Aged
  • Myocardial Infarction / blood
  • Myocardial Infarction / epidemiology
  • Myocardial Infarction / metabolism
  • Natriuretic Peptide, Brain / blood*
  • Peptide Fragments / blood*
  • Proportional Hazards Models
  • Pulmonary Embolism / blood
  • Pulmonary Embolism / epidemiology
  • Pulmonary Embolism / metabolism
  • Risk Assessment
  • Risk Factors
  • Stroke / blood
  • Stroke / epidemiology
  • Stroke / metabolism
  • Troponin I / blood*

Substances

  • Biomarkers
  • Galectin 3
  • IL1RL1 protein, human
  • Interleukin-1 Receptor-Like 1 Protein
  • Peptide Fragments
  • Troponin I
  • pro-brain natriuretic peptide (1-76)
  • Natriuretic Peptide, Brain
  • C-Reactive Protein