4.6 Review

Clinical utility of polygenic risk scores for coronary artery disease

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NATURE REVIEWS CARDIOLOGY
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NATURE PORTFOLIO
DOI: 10.1038/s41569-021-00638-w

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In recent years, significant progress has been made in the discovery of genes related to the risk of coronary artery disease, and polygenic risk scores are widely used for predicting disease occurrence and guiding clinical treatment. These scores are also used for screening high-risk patients, identifying treatment-beneficial populations, and designing effective clinical trial protocols.
Over the past decade, substantial progress has been made in the discovery of alleles contributing to the risk of coronary artery disease. In addition to providing causal insights into disease, these endeavours have yielded and enabled the refinement of polygenic risk scores. These scores can be used to predict incident coronary artery disease in multiple cohorts and indicate the clinical response to some preventive therapies in post hoc analyses of clinical trials. These observations and the widespread ability to calculate polygenic risk scores from direct-to-consumer and health-care-associated biobanks have raised many questions about responsible clinical adoption. In this Review, we describe technical and downstream considerations for the derivation and validation of polygenic risk scores and current evidence for their efficacy and safety. We discuss the implementation of these scores in clinical medicine for uses including risk prediction and screening algorithms for coronary artery disease, prioritization of patient subgroups that are likely to derive benefit from treatment, and efficient prospective clinical trial designs.

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