Addition of CAD polygenic risk score to coronary artery calcium score enhances prediction of MACE

Andrii Maryniak1, Filip Oleszak1, Kevin Coy1

  • 1Sanford Cardiovascular Institute, University of South Dakota Sanford School of Medicine, Sioux Falls, SD, United States.

Insights

Coronary artery calcium score (CACS) and coronary artery disease polygenic risk score (CAD PRS) both predict major adverse cardiovascular events (MACE). Combining CACS and CAD PRS significantly improves MACE prediction compared to using either alone.

Area of Science:

  • Cardiovascular disease research
  • Genetics and personalized medicine
  • Medical imaging and diagnostics

Background:

  • Coronary heart disease (CHD) necessitates accurate risk prediction for primary prevention.
  • Established risk models exist, but novel markers like CACS and PRS are emerging.
  • CACS and PRS offer potential advancements in identifying individuals at risk.

Purpose of the Study:

  • To compare the diagnostic utility of CACS and CAD PRS for predicting major adverse cardiovascular events (MACE).
  • To evaluate the combined predictive power of CACS and CAD PRS.
  • To assess their roles in cardiovascular risk stratification.

Main Methods:

  • Retrospective analysis of 1,380 participants from Sanford Health System.
  • CAD PRS constructed using genetic variants; CACS assessed via cardiac CT.
  • Statistical analyses to determine the association between modalities and MACE.

Main Results:

  • Both CACS and CAD PRS were significantly associated with future MACE.
  • CACS and PRS models demonstrated comparable predictive accuracy (AUC) after covariate adjustment.
  • The combination of CAD PRS with CACS significantly enhanced MACE predictive accuracy.

Conclusions:

  • Integrating CACS and CAD PRS is valuable for MACE prediction.
  • The synergistic effect of combining CAD PRS and CACS markedly improves predictive power.
  • Further research is needed to validate findings and explore clinical implications.
Abstract

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