Predicting new-onset HF in patients undergoing coronary or peripheral angiography: results from the Catheter Sampled

Nasrien E Ibrahim1, Asya Lyass2,3, Hanna K Gaggin1,2

  • 1Cardiology Division, Massachusetts General Hospital, Boston, MA, USA.

ESC Heart Failure
|February 10, 2018
PubMed

Insights

Identifying patients at high risk for heart failure (HF) is crucial for early intervention. A clinical and biomarker strategy accurately predicts incident HF in patients undergoing angiography, improving risk stratification.

Area of Science:

  • Cardiology
  • Biomarkers
  • Predictive Modeling

Background:

  • Patients undergoing coronary/peripheral angiography are at high risk for incident heart failure (HF).
  • Early identification of at-risk patients can facilitate timely interventions.
  • Predictive models are needed to stratify risk for new-onset HF.

Purpose of the Study:

  • To identify independent predictors of incident HF in patients without prevalent HF.
  • To develop and validate a clinical and biomarker-based strategy for predicting incident HF.
  • To assess the impact of HF medications on the predictive value of the risk score.

Main Methods:

  • A registry of 1251 patients undergoing angiography was analyzed.
  • Cox proportional hazard models identified predictors of incident HF.
  • Clinical variables (age, sex, heart rate, AFib/flutter, hypertension) and biomarkers (NT-proBNP, ST2) were evaluated.
  • Model discrimination was assessed using c-statistics and validated internally.

Main Results:

  • 177 (18%) patients developed new-onset HF during follow-up.
  • Independent predictors included age, male sex, heart rate, history of atrial fibrillation/flutter, hypertension, NT-proBNP, and ST2.
  • The model incorporating biomarkers achieved a c-statistic of 0.76, significantly improving prediction.
  • A risk score effectively stratified patients by time to incident HF.

Conclusions:

  • A combined clinical and biomarker strategy accurately predicts incident HF in patients undergoing angiography.
  • This strategy enhances risk stratification for a high-risk population.
  • Further research may explore interventions based on this predictive model.
Abstract

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