Polygenic risk and incident coronary heart disease in a large multiethnic cohort

被引:6
作者
Iribarren, Carlos [1 ]
Lu, Meng [1 ]
Elosua, Roberto [2 ,3 ,4 ]
Gulati, Martha [5 ]
Wong, Nathan D. [6 ]
Blumenthal, Roger S. [7 ]
Nissen, Steven [8 ]
Rana, Jamal S. [1 ,9 ]
机构
[1] Kaiser Permanente Northern Calif, Div Res, 2000 Broadway, Oakland, CA 94612 USA
[2] Inst Hosp Mar Invest Med IMIM, Cardiovasc Epidemiol & Genet, Barcelona, Spain
[3] CIBER Cardiovasc Dis CIBERCV, Barcelona, Spain
[4] Univ Vic Cent Univ Catalonia UVic UCC, Fac Med, Vic, Spain
[5] Cedars Sinai Med Ctr, Smidt Heart Inst, Barbra Streisand Womens Heart Ctr, Los Angeles, CA USA
[6] Univ Calif Irvine, Dept Med, Heart Dis Prevent Program, Div Cardiol, Irvine, CA 92697 USA
[7] Johns Hopkins Sch Med, Ciccarone Ctr Prevent Cardiovasc Dis, Baltimore, MD USA
[8] Cleveland Clin, Cardiovasc Med, Cleveland, OH USA
[9] Kaiser Permanente Oakland Med Ctr, Dept Cardiol, Permanente Med Grp, Oakland, CA USA
来源
AMERICAN JOURNAL OF PREVENTIVE CARDIOLOGY | 2024年 / 18卷
关键词
Polygenic risk score; Coronary heart disease; Clinical utility; Primary prevention; GENETIC RISK; ARTERY-DISEASE; PREDICTION; SCORE; VALIDATION; HEALTH;
D O I
10.1016/j.ajpc.2024.100661
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: Many studies support the notion that polygenic risk scores (PRS) improve risk prediction for coronary heart disease (CHD) beyond conventional risk factors. However, PRS are not yet considered risk -enhancing factor in guidelines. Our objective was to determine the predictive performance of a commercially available PRS (CARDIO inCode-Score (R)) compared with the Pooled Cohorts Equations (PCE) in a contemporary, multi -ethnic cohort. Methods: Participants ( n = 63,070; 67 % female; 18 % non -European) without prior CHD were followed from 2007 through 12/31/2022. The association between the PRS and incident CHD was assessed using Cox regression adjusting for genetic ancestry and risk factors. Event rates were estimated by categories of PCE and by low/intermediate/high genetic risk within PCE categories; risk discrimination and net reclassification improvement (NRI) were also assessed. Results: There were 3,289 incident CHD events during 14 years of follow-up. Adjusted hazard ratio (aHR) for incident CHD per 1 SD increase in PRS was 1.18 (95 % CI:1.14-1.22), and the aHR for the upper vs lower quintile of the PRS was 1.66 (95 % CI:1.49-1.86). The association was consistent in both sexes, in European participants compared with all minority groups combined and was strongest in the first 5 years of follow-up. The increase in the C-statistic was 0.004 (0.747 vs. 0.751; p < 0.0001); the NRI was 2.4 (0.9-3.8) for the entire cohort and 9.7 (7.5-12.0) for intermediate PCE risk individuals. After incorporating high genetic risk, a further 10 percent of participants at borderline/intermediate PCE risk would be candidates for statin therapy. Conclusion: Inclusion of polygenic risk improved identification of primary prevention individuals who may benefit from more intensive risk factor modification.
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页数:7
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