Use of Polygenic Risk Scores for Coronary Heart Disease in Ancestrally Diverse Populations

Ozan Dikilitas1,2,3, Daniel J Schaid4, Catherine Tcheandjieu5,6

  • 1Department of Internal Medicine, Mayo Clinic, Rochester, MN, 55905, USA.

Insights

Polygenic risk scores (PRS) for coronary heart disease (CHD) work well in European populations but less effectively in others. Improving PRS for diverse ancestries is crucial for equitable genomic medicine.

Area of Science:

  • Genetics
  • Genomic Medicine
  • Cardiovascular Disease Research

Background:

  • Polygenic risk scores (PRS) quantify genetic liability for diseases.
  • Current PRS for coronary heart disease (CHD) primarily use European ancestry data.
  • Performance variation across ancestries limits equitable clinical application.

Purpose of the Study:

  • To review the performance of CHD PRS across diverse populations.
  • To explore methods for improving PRS applicability in non-European ancestries.
  • To address the need for equitable implementation of genomic medicine.

Main Methods:

  • Review of existing literature on PRS performance in various ancestry groups.
  • Examination of novel population and statistical genetics approaches.
  • Analysis of strategies like fine-mapping and trans-ancestry meta-analyses.

Main Results:

  • CHD PRS demonstrate robust performance in European ancestry cohorts.
  • Performance significantly lags in non-European groups, especially those of African ancestry.
  • Established consortia are developing methods to enhance multi-ancestry PRS performance.

Conclusions:

  • Variable PRS performance in non-European groups hinders clinical enthusiasm.
  • Increased diversity in genomic studies is essential.
  • Methodological innovation is required for equitable PRS implementation in genomic medicine.
Abstract

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