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Polygenic Risk Score Identifies Subgroup With Higher Burden of Atherosclerosis and Greater Relative Benefit From Statin Therapy in the Primary Prevention Setting

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TLDR
Those at high genetic risk have a greater burden of subclinical atherosclerosis and derive greater relative and absolute benefit from statin therapy to prevent a first coronary heart disease event.
Abstract
Background —Relative risk reduction with statin therapy has been consistent across nearly all subgroups studied to date. However, in analyses of two randomized controlled primary prevention trials (ASCOT and JUPITER), statin therapy led to a greater relative risk reduction among a subgroup at high genetic risk. Here, we sought to confirm this observation in a third primary prevention randomized controlled trial. Additionally, we assessed if those at high genetic risk had a greater burden of subclinical coronary atherosclerosis. Methods —We studied participants from a randomized controlled trial of primary prevention with statin therapy (WOSCOPS, n=4,910) and two observational cohort studies (CARDIA and BioImage, n=1,154 and 4,392). For each participant, we calculated a polygenic risk score (PRS) derived from up to 57 common DNA sequence variants previously associated with coronary heart disease (CHD). We compared the relative efficacy of statin therapy in those at high genetic risk (top quintile of PRS) versus all others (WOSCOP)S as well as the association between the PRS and coronary artery calcification (CARDIA) and carotid artery plaque burden (BioImage). Results —Among WOSCOPS trial participants at high genetic risk, statin therapy was associated with a relative risk reduction of 44% (95% CI, 22%-60%; P < 0.001) whereas in all others, relative risk reduction was 24% (95% CI 8%-37%; P = 0.004) despite similar LDL cholesterol lowering. In a study-level meta-analysis across the WOSCOPS, ASCOT, and JUPITER primary prevention, relative risk reduction in those at high genetic risk was 46% versus 26% in all others ( P for heterogeneity = 0.05). Across all three studies, the absolute risk reduction with statin therapy was 3.6% (95% CI, 2.0%-5.1%) among those in the high genetic risk group and was 1.3% (95% CI, 0.6%-1.9%) in all others. Each standard deviation increase in the polygenic risk score was associated with 1.32-fold (95% CI, 1.04-1.68) greater likelihood of having coronary artery calcification and 9.7% higher (95% CI, 2.2-17.8%) burden of carotid plaque. Conclusions —Those at high genetic risk have a greater burden of subclinical atherosclerosis and derive greater relative and absolute benefit from statin therapy to prevent a first CHD event. Clinical Trial Registration —BioImage: [NCT00738725][1] www.clinicaltrials.gov, CARDIA: [NCT00005130][2] clinicaltrials.gov [1]: /lookup/external-ref?link_type=CLINTRIALGOV&access_num=NCT00738725&atom=%2Fcirculationaha%2Fearly%2F2017%2F02%2F20%2FCIRCULATIONAHA.116.024436.atom [2]: /lookup/external-ref?link_type=CLINTRIALGOV&access_num=NCT00005130&atom=%2Fcirculationaha%2Fearly%2F2017%2F02%2F20%2FCIRCULATIONAHA.116.024436.atom

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Citations
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Journal ArticleDOI

Genome-wide polygenic scores for common diseases identify individuals with risk equivalent to monogenic mutations

TL;DR: Genome-wide polygenic risk scores derived from GWAS data for five common diseases can identify subgroups of the population with risk approaching or exceeding that of a monogenic mutation.
Journal ArticleDOI

Clinical use of current polygenic risk scores may exacerbate health disparities.

TL;DR: To realize the full and equitable potential of polygenic risk scores, greater diversity must be prioritized in genetic studies, and summary statistics must be publically disseminated to ensure that health disparities are not increased for those individuals already most underserved.
Journal ArticleDOI

The personal and clinical utility of polygenic risk scores.

TL;DR: The authors review recent studies that have demonstrated the utility of polygenic risk scores for disease risk stratification and their potential impact on early disease detection, prevention, therapeutic intervention and life planning.
Journal ArticleDOI

Benefits and limitations of genome-wide association studies.

TL;DR: This Review comprehensively assess the benefits and limitations of GWAS in human populations and discusses the relevance of performing more GWAS, with a focus on the cardiometabolic field.
Journal ArticleDOI

PRSice-2: Polygenic Risk Score software for biobank-scale data.

TL;DR: PRSice-2 is introduced, an efficient and scalable software program for automating and simplifying PRS analyses on large-scale data, and its combination of efficiency and power will be increasingly important as data sizes grow and as the applications of PRS become more sophisticated, e.g., when incorporated into high-dimensional or gene set–based analyses.
References
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Journal ArticleDOI

A global reference for human genetic variation.

Adam Auton, +517 more
- 01 Oct 2015 - 
TL;DR: The 1000 Genomes Project set out to provide a comprehensive description of common human genetic variation by applying whole-genome sequencing to a diverse set of individuals from multiple populations, and has reconstructed the genomes of 2,504 individuals from 26 populations using a combination of low-coverage whole-generation sequencing, deep exome sequencing, and dense microarray genotyping.
Journal ArticleDOI

Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010

Rafael Lozano, +195 more
- 15 Dec 2012 - 
TL;DR: The Global Burden of Diseases, Injuries, and Risk Factors Study 2010 aimed to estimate annual deaths for the world and 21 regions between 1980 and 2010 for 235 causes, with uncertainty intervals (UIs), separately by age and sex, using the Cause of Death Ensemble model.
Journal ArticleDOI

Prevention of coronary heart disease with pravastatin in men with hypercholesterolemia. West of Scotland Coronary Prevention Study Group

TL;DR: Treatment with pravastatin significantly reduced the incidence of myocardial infarction and death from cardiovascular causes without adversely affecting the risk of death from noncardiovascular causes in men with moderate hypercholesterolemia and no history of my Cardiac Infarction.
Journal ArticleDOI

Quantification of coronary artery calcium using ultrafast computed tomography

TL;DR: In this article, the authors used ultrafast computed tomography (UCT) to detect and quantify coronary artery calcium levels in 584 subjects (mean age 48 +/- 10 years) with and without clinical coronary artery disease.
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