Utility of Nontraditional Risk Markers in Atherosclerotic Cardiovascular Disease Risk Assessment

J Am Coll Cardiol. 2016 Jan 19;67(2):139-147. doi: 10.1016/j.jacc.2015.10.058.

Abstract

Background: The improvement in discrimination gained by adding nontraditional cardiovascular risk markers cited in the 2013 American College of Cardiology/American Heart Association cholesterol guidelines to the atherosclerotic cardiovascular disease (ASCVD) risk estimator (pooled cohort equation [PCE]) is untested.

Objectives: This study assessed the predictive accuracy and improvement in reclassification gained by the addition of the coronary artery calcium (CAC) score, the ankle-brachial index (ABI), high-sensitivity C-reactive protein (hsCRP) levels, and family history (FH) of ASCVD to the PCE in participants of MESA (Multi-Ethnic Study of Atherosclerosis).

Methods: The PCE was calibrated (cPCE) and used for this analysis. The Cox proportional hazards survival model, Harrell's C statistics, and net reclassification improvement analyses were used. ASCVD was defined as myocardial infarction, coronary heart disease-related death, or fatal or nonfatal stroke.

Results: Of 6,814 MESA participants not prescribed statins at baseline, 5,185 had complete data and were included in this analysis. Their mean age was 61 years; 53.1% were women, 9.8% had diabetes, and 13.6% were current smokers. After 10 years of follow-up, 320 (6.2%) ASCVD events occurred. CAC score, ABI, and FH were independent predictors of ASCVD events in the multivariable Cox models. CAC score modestly improved the Harrell's C statistic (0.74 vs. 0.76; p = 0.04); ABI, hsCRP levels, and FH produced no improvement in Harrell's C statistic when added to the cPCE.

Conclusions: CAC score, ABI, and FH were independent predictors of ASCVD events. CAC score modestly improved the discriminative ability of the cPCE compared with other nontraditional risk markers.

Keywords: ankle–brachial index; coronary artery calcium; high-sensitivity C-reactive protein; pooled cohort equation.

MeSH terms

  • Aged
  • Aged, 80 and over
  • Ankle Brachial Index / statistics & numerical data*
  • Biomarkers / analysis
  • C-Reactive Protein / analysis*
  • Cholesterol / analysis*
  • Coronary Artery Disease* / diagnosis
  • Coronary Artery Disease* / drug therapy
  • Coronary Artery Disease* / epidemiology
  • Coronary Vessels* / metabolism
  • Coronary Vessels* / pathology
  • Disease Progression
  • Ethnicity / statistics & numerical data
  • Family Health* / ethnology
  • Family Health* / statistics & numerical data
  • Female
  • Follow-Up Studies
  • Health Status Indicators
  • Humans
  • Hydroxymethylglutaryl-CoA Reductase Inhibitors / therapeutic use
  • Male
  • Middle Aged
  • Predictive Value of Tests
  • Proportional Hazards Models
  • Risk Assessment / methods
  • Risk Factors
  • United States / epidemiology
  • Vascular Calcification / epidemiology

Substances

  • Biomarkers
  • Hydroxymethylglutaryl-CoA Reductase Inhibitors
  • C-Reactive Protein
  • Cholesterol