Department of Epidemiology, University of Alabama at Birmingham2Department of Medicine, University of Alabama at Birmingham.
Department of Epidemiology, University of Alabama at Birmingham.
JAMA. 2014 Apr 9;311(14):1406-15. doi: 10.1001/jama.2014.2630.
The American College of Cardiology/American Heart Association (ACC/AHA) Pooled Cohort risk equations were developed to estimate atherosclerotic cardiovascular disease (CVD) risk and guide statin initiation.
To assess calibration and discrimination of the Pooled Cohort risk equations in a contemporary US population.
DESIGN, SETTING, AND PARTICIPANTS: Adults aged 45 to 79 years enrolled in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study between January 2003 and October 2007 and followed up through December 2010. We studied participants for whom atherosclerotic CVD risk may trigger a discussion of statin initiation (those without clinical atherosclerotic CVD or diabetes, low-density lipoprotein cholesterol level between 70 and 189 mg/dL, and not taking statins; n = 10,997).
Predicted risk and observed adjudicated atherosclerotic CVD incidence (nonfatal myocardial infarction, coronary heart disease [CHD] death, nonfatal or fatal stroke) at 5 years because REGARDS participants have not been followed up for 10 years. Additional analyses, limited to Medicare beneficiaries (n = 3333), added atherosclerotic CVD events identified in Medicare claims data.
There were 338 adjudicated events (192 CHD events, 146 strokes). The observed and predicted 5-year atherosclerotic CVD incidence per 1000 person-years for participants with a 10-year predicted atherosclerotic CVD risk of less than 5% was 1.9 (95% CI, 1.3-2.7) and 1.9, respectively, risk of 5% to less than 7.5% was 4.8 (95% CI, 3.4-6.7) and 4.8, risk of 7.5% to less than 10% was 6.1 (95% CI, 4.4-8.6) and 6.9, and risk of 10% or greater was 12.0 (95% CI, 10.6-13.6) and 15.1 (Hosmer-Lemeshow χ2 = 19.9, P = .01). The C index was 0.72 (95% CI, 0.70-0.75). There were 234 atherosclerotic CVD events (120 CHD events, 114 strokes) among Medicare-linked participants and the observed and predicted 5-year atherosclerotic CVD incidence per 1000 person-years for participants with a predicted risk of less than 7.5% was 5.3 (95% CI, 2.8-10.1) and 4.0, respectively, risk of 7.5% to less than 10% was 7.9 (95% CI, 4.6-13.5) and 6.4, and risk of 10% or greater was 17.4 (95% CI, 15.3-19.8) and 16.4 (Hosmer-Lemeshow χ2 = 5.4, P = .71). The C index was 0.67 (95% CI, 0.64-0.71).
In this cohort of US adults for whom statin initiation is considered based on the ACC/AHA Pooled Cohort risk equations, observed and predicted 5-year atherosclerotic CVD risks were similar, indicating that these risk equations were well calibrated in the population for which they were designed to be used, and demonstrated moderate to good discrimination.
美国心脏病学会/美国心脏协会(ACC/AHA)的汇总队列风险方程旨在估计动脉粥样硬化性心血管疾病(ASCVD)风险并指导他汀类药物的起始使用。
评估美国当代人群中汇总队列风险方程的校准和判别能力。
设计、地点和参与者:年龄在 45 至 79 岁之间的成年人,参加了 2003 年 1 月至 2007 年 10 月期间的地理和种族差异中风原因(REGARDS)研究,并在 2010 年 12 月前进行了随访。我们研究了那些 ASCVD 风险可能引发他汀类药物起始使用讨论的参与者(没有临床 ASCVD 或糖尿病、低密度脂蛋白胆固醇水平在 70 至 189mg/dL 之间、未服用他汀类药物的参与者;n=10997)。
在 5 年内预测的风险和观察到的经裁决的 ASCVD 发生率(非致命性心肌梗死、冠心病[CHD]死亡、非致命性或致命性卒中),因为 REGARDS 参与者尚未随访 10 年。在 Medicare 受益人的附加分析中(n=3333),添加了在 Medicare 理赔数据中识别出的 ASCVD 事件。
共有 338 例经裁决的事件(192 例 CHD 事件,146 例卒中)。对于预测 10 年内 ASCVD 风险低于 5%的参与者,观察到的和预测的 5 年内 ASCVD 发生率为每 1000 人年 1.9(95%CI,1.3-2.7)和 1.9,风险为 5%-<7.5%的为 4.8(95%CI,3.4-6.7)和 4.8,风险为 7.5%-<10%的为 6.1(95%CI,4.4-8.6)和 6.9,风险为 10%或更高的为 12.0(95%CI,10.6-13.6)和 15.1(Hosmer-Lemeshow χ2=19.9,P=.01)。C 指数为 0.72(95%CI,0.70-0.75)。在与 Medicare 相关的参与者中,有 234 例 ASCVD 事件(120 例 CHD 事件,114 例卒中),对于预测风险低于 7.5%的参与者,观察到的和预测的 5 年内 ASCVD 发生率为每 1000 人年 5.3(95%CI,2.8-10.1)和 4.0,风险为 7.5%-<10%的为 7.9(95%CI,4.6-13.5)和 6.4,风险为 10%或更高的为 17.4(95%CI,15.3-19.8)和 16.4(Hosmer-Lemeshow χ2=5.4,P=.71)。C 指数为 0.67(95%CI,0.64-0.71)。
在接受 ACC/AHA 汇总队列风险方程评估的美国成年人队列中,观察到的和预测的 5 年内 ASCVD 风险相似,表明这些风险方程在其设计用于使用的人群中具有良好的校准性能,并表现出中等至良好的判别能力。