A competing risk approach for the European Heart SCORE model based on cause-specific and all-cause mortality

Eur J Prev Cardiol. 2013 Oct;20(5):827-36. doi: 10.1177/2047487312445425. Epub 2012 Apr 12.

Abstract

Background: The European Heart SCORE model constitutes the basis for national guidelines for primary prevention and treatment of cardiovascular disease (CVD) in several European countries. The model estimates individuals' 10-year CVD mortality risks from age, sex, smoking status, systolic blood pressure, and total cholesterol level. The SCORE model, however, is not mathematically consistent and does not estimate all-cause mortality. Our aim is to modify the SCORE model to allow consistent estimation of both CVD-specific and all-cause mortality.

Methods: Using a competing risk approach, we first re-estimated the cause-specific risk of dying from cardiovascular disease, and secondly we incorporated non-CVD mortality. Finally, non-CVD mortality was allowed to also depend on smoking status, and not only age and sex. From the models, we estimated CVD-specific and all-cause 10-year mortality risk, and the expected residual lifetime together with corresponding expected effects of statin treatment.

Results: The modified model provided CVD-specific 10-year mortality risks similar to those of the European Heart SCORE model. Incorporation of non-CVD mortality increased 10-year mortality risks, in particular for older individuals. When non-CVD mortality was assumed unaffected by smoking status, the absolute risk reduction due to statin treatment ranged from 0.0% to 3.5%, whereas the gain in expected residual lifetime ranged from 3 to 11 months. Statin effectiveness increased for non-smokers and declined for smokers, when smoking was allowed to influence non-CVD mortality.

Conclusion: The modified model provides mathematically consistent estimates of mortality risk and expected residual lifetime together with expected benefits from statin treatment.

Keywords: Absolute risk reduction; cardiovascular mortality; competing risk model; prolongation of life; risk prediction.

MeSH terms

  • Adult
  • Age Factors
  • Aged
  • Biomarkers / blood
  • Blood Pressure
  • Cause of Death
  • Cholesterol / blood
  • Coronary Disease / blood
  • Coronary Disease / diagnosis
  • Coronary Disease / mortality*
  • Coronary Disease / physiopathology
  • Coronary Disease / therapy
  • Decision Support Techniques*
  • Dyslipidemias / blood
  • Dyslipidemias / drug therapy
  • Dyslipidemias / mortality
  • Europe / epidemiology
  • Female
  • Humans
  • Hydroxymethylglutaryl-CoA Reductase Inhibitors / therapeutic use
  • Hypertension / mortality
  • Hypertension / physiopathology
  • Male
  • Middle Aged
  • Models, Statistical
  • Risk Assessment
  • Risk Factors
  • Sex Factors
  • Smoking / adverse effects
  • Smoking / mortality
  • Time Factors

Substances

  • Biomarkers
  • Hydroxymethylglutaryl-CoA Reductase Inhibitors
  • Cholesterol