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Review
. 2023 Jan 7;44(2):89-99.
doi: 10.1093/eurheartj/ehac648.

Polygenic risk scores for the prediction of cardiometabolic disease

Affiliations
Review

Polygenic risk scores for the prediction of cardiometabolic disease

Jack W O'Sullivan et al. Eur Heart J. .

Abstract

Cardiometabolic diseases contribute more to global morbidity and mortality than any other group of disorders. Polygenic risk scores (PRSs), the weighted summation of individually small-effect genetic variants, represent an advance in our ability to predict the development and complications of cardiometabolic diseases. This article reviews the evidence supporting the use of PRS in seven common cardiometabolic diseases: coronary artery disease (CAD), stroke, hypertension, heart failure and cardiomyopathies, obesity, atrial fibrillation (AF), and type 2 diabetes mellitus (T2DM). Data suggest that PRS for CAD, AF, and T2DM consistently improves prediction when incorporated into existing clinical risk tools. In other areas such as ischaemic stroke and hypertension, clinical application appears premature but emerging evidence suggests that the study of larger and more diverse populations coupled with more granular phenotyping will propel the translation of PRS into practical clinical prediction tools.

Keywords: Genetics; Polygenic risk scores; Precision Medicine.

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Conflict of interest statement

Conflict of interest: JOS is an advisor to Google Health AI. E.A. is founder of Personalis, DeepCell, Svexa; advisor to Pacific Biosciences, SequencBio, and Apple and non-executive director of AstraZeneca. PE reports consulting fees from Pfizer, Sanofi Genzyme, Sarepta, Freeline, Bristol Myers Squibb.

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