Integrating a Polygenic Risk Score for Coronary Artery Disease as a Risk‐Enhancing Factor in the Pooled Cohort Equation: A Cost‐Effectiveness Analysis Study

D. Mujwara, G. Henno, S. Vernon, S. Peng, P. Di Domenico, B. Schroeder, G. Busby, G. Figtree, G. Bottà
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引用次数: 14

Abstract

Background Cardiovascular diseases are the leading cause of death in the United States, yet a significant proportion of adults at high risk remain undetected by standard screening practices. Polygenic risk score for coronary artery disease (CAD‐PRS) improves precision in determining the 10‐year risk of atherosclerotic cardiovascular disease but health benefits and health care costs associated with CAD‐PRS are unknown. We examined the cost‐effectiveness of including CAD‐PRS as a risk‐enhancing factor in the pooled cohort equation (PCE)—the standard of care for determining the risk of atherosclerotic cardiovascular disease—versus PCE alone. Methods and Results We applied a Markov model on a cohort of 40‐year‐old individuals with borderline or intermediate 10‐year risk (5% to <20%) for atherosclerotic cardiovascular disease to identify those in the top quintile of the CAD‐PRS distribution who are at high risk and eligible for statin prevention therapy. Health outcomes examined included coronary artery disease (CAD; ie, myocardial infarction) and ischemic stroke. The model projected medical costs (2019 US$) of screening for CAD, statin prevention therapy, treatment, and monitoring patients living with CAD or ischemic stroke and quality‐adjusted life‐years for PCE+CAD‐PRS versus PCE alone. Deterministic and probabilistic sensitivity analyses and scenario analyses were performed to examine uncertainty in parameter inputs. PCE+CAD‐PRS was dominant compared with PCE alone in the 5‐ and 10‐year time horizons. We found that, respectively, PCE+CAD‐PRS had 0.003 and 0.011 higher mean quality‐adjusted life‐years and $40 and $181 lower mean costs per person screened, with 29 and 50 fewer events of CAD and ischemic stroke in a cohort of 10 000 individuals compared with PCE alone. The risk of developing CAD, the effectiveness of statin prevention therapy, and the cost of treating CAD had the largest impact on the cost per quality‐adjusted life‐year gained. However, this cost remained below the $50 000 willingness‐to‐pay threshold except when the annual risk of developing CAD was <0.006 in the 5‐year time horizon. Results from Monte Carlo simulation indicated that PCE+CAD‐PRS would be cost‐effective. with the probability of 94% and 99% at $50 000 willingness‐to‐pay threshold in the 5‐ and 10‐year time horizon, respectively. Conclusions Implementing CAD‐PRS as a risk‐enhancing factor in the PCE to determine the risk of atherosclerotic cardiovascular disease reduced the mean cost per individual, improved quality‐adjusted life‐years, and averted future events of CAD and ischemic stroke when compared with PCE alone.
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将冠状动脉疾病的多基因风险评分作为合并队列方程中的风险增强因素:一项成本-效果分析研究
背景:在美国,心血管疾病是导致死亡的主要原因,但有相当比例的高危成年人仍未被标准筛查方法发现。冠状动脉疾病多基因风险评分(CAD‐PRS)提高了确定动脉粥样硬化性心血管疾病10年风险的准确性,但与CAD‐PRS相关的健康益处和医疗保健成本尚不清楚。我们检查了将CAD - PRS作为风险增强因素纳入合并队列方程(PCE)的成本-效果,PCE是确定动脉粥样硬化性心血管疾病风险的护理标准。方法和结果:我们对一组40岁的动脉粥样硬化性心血管疾病10年风险(5%至<20%)处于边缘或中等水平的个体应用Markov模型,以确定那些处于CAD - PRS分布的前五分之一的高危人群,他们符合他汀类药物预防治疗的条件。检查的健康结果包括冠状动脉疾病(CAD;如心肌梗塞)和缺血性中风。该模型预测了筛查CAD、他汀类药物预防治疗、治疗和监测CAD或缺血性卒中患者的医疗成本(2019美元),以及PCE+CAD - PRS与单独PCE的质量调整生命年。采用确定性和概率敏感性分析以及情景分析来检验参数输入的不确定性。在5年和10年的时间范围内,与单独的PCE相比,PCE+CAD - PRS占主导地位。我们发现,在一组10000人的队列中,PCE+CAD‐PRS的平均质量调整生命年分别增加0.003年和0.011年,人均筛查平均成本分别降低40美元和181美元,冠心病和缺血性卒中事件分别减少29和50起。患CAD的风险、他汀类药物预防治疗的有效性和治疗CAD的费用对获得的每质量调整生命年的成本影响最大。然而,除非在5年的时间范围内发生CAD的年风险<0.006,否则该成本仍低于50,000美元的支付意愿阈值。蒙特卡罗模拟结果表明,PCE+CAD - PRS具有成本效益。在5年和10年的时间范围内,5万美元的支付意愿阈值的概率分别为94%和99%。结论:与单独使用PCE相比,将CAD - PRS作为PCE中确定动脉粥样硬化性心血管疾病风险的风险增强因素,降低了人均成本,提高了质量调整寿命年,并避免了未来CAD和缺血性卒中的事件。
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