Prediction of long-term mortality after percutaneous coronary intervention in older adults: results from the National

William S Weintraub1, Maria V Grau-Sepulveda, Jocelyn M Weiss

  • 1Christiana Care Health System, 4755 Ogletown-Stanton Road, Newark, DE 19718, USA. wweintraub@christianacare.org

Circulation
|February 25, 2012
PubMed

Insights

A new model predicts long-term mortality after percutaneous coronary intervention (PCI) for ST-segment elevation myocardial infarction and stable coronary disease patients. This validated tool aids in predicting survival up to three years post-procedure.

Area of Science:

  • Cardiovascular Medicine
  • Medical Informatics
  • Health Services Research

Background:

  • Percutaneous coronary intervention (PCI) is a common procedure for coronary artery disease.
  • Predicting long-term mortality after PCI is crucial for patient management and healthcare planning.
  • Existing models may not adequately capture long-term outcomes across diverse patient populations.

Purpose of the Study:

  • To develop and validate a predictive model for all-cause mortality up to 3 years following PCI.
  • To include patients with both ST-segment elevation myocardial infarction (STEMI) and stable coronary disease.
  • To utilize a large, nationally representative dataset for robust model development.

Main Methods:

  • Linked American College of Cardiology Foundation CathPCI Registry data with Centers for Medicare and Medicaid Services (CMS) data.
  • Used pre-procedure variables to predict 3-year mortality in patients aged ≥65 years.
  • Randomly divided 343,466 linked patients into derivation (60%) and validation (40%) cohorts.
  • Identified 24 mortality-associated characteristics.

Main Results:

  • Achieved C-indices of 0.79 (STEMI) and 0.78 (non-STEMI) in validation cohorts, indicating excellent discrimination.
  • Model demonstrated good calibration across a wide range of predicted mortality probabilities.
  • Observed 3-year mortality rates of 18.7% in the overall study population.

Conclusions:

  • A validated model with excellent discrimination and calibration for predicting 3-year survival post-PCI has been developed.
  • The model is based on a large, nationally representative dataset, enhancing its generalizability.
  • This tool can aid clinicians in risk stratification and long-term patient care planning after PCI.
Abstract

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