Polygenic risk score in comparison with C-reactive protein for predicting incident coronary heart disease

Aaron W Aday1, Minoo Bagheri2, Nataraja Sarma Vaitinadin3

  • 1Vanderbilt Translational and Clinical Cardiovascular Research Center, Vanderbilt University Medical Center, Nashville, TN, USA; Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

Atherosclerosis
|August 3, 2023
PubMed

Insights

Polygenic risk scores (PRS) show similar performance to high-sensitivity C-reactive protein (hsCRP) in predicting coronary heart disease (CHD) risk. PRS do not offer unique clinical utility beyond hsCRP in unselected populations.

Area of Science:

  • Genetics
  • Cardiovascular Disease Epidemiology
  • Biomarkers

Background:

  • Polygenic risk scores (PRS) are of interest for predicting coronary heart disease (CHD) risk.
  • The clinical utility of PRS compared to conventional risk factors remains undemonstrated.

Purpose of the Study:

  • To compare the predictive performance of PRS against high-sensitivity C-reactive protein (hsCRP) for incident CHD.
  • To evaluate the clinical utility of PRS in established cohorts.

Main Methods:

  • Utilized two cohorts: ARIC (N=13,113) and Framingham Offspring Study (FHS) (N=2,696) of European ancestry, free of baseline CHD.
  • Assessed a validated PRS (>6.6 million SNPs) and hsCRP as primary predictors of incident CHD (myocardial infarction).
  • Compared predictor performance using multivariable-adjusted Cox regression, adjusting for Pooled Cohort Equations, and assessed discrimination/reclassification via c-statistics and net reclassification improvement.

Main Results:

  • Both PRS and hsCRP were significantly associated with incident CHD in both cohorts (p < 0.05).
  • Hazard ratios per SD increment were similar for PRS and hsCRP in the ARIC cohort (1.38 vs 1.41).
  • Neither PRS nor hsCRP significantly improved model discrimination or reclassification when added to the Pooled Cohort Equations alone.

Conclusions:

  • Polygenic risk scores (PRS) demonstrated similar performance to hsCRP in predicting CHD risk across two independent cohorts.
  • Findings suggest PRS do not offer unique clinical utility beyond the established, inexpensive hsCRP measure in unselected middle-aged populations.
Abstract

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