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Prediction of atherosclerotic cardiovascular disease mortality in a nationally representative cohort using a set of risk factors from pooled cohort risk equations

机译:使用汇集的队列风险方程式中的一组风险因子预测全国代表性队列中的动脉粥样硬化性心血管疾病死亡率

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摘要

The American College of Cardiology/American Heart Association developed Pooled Cohort equations to estimate atherosclerotic cardiovascular disease (ASCVD) risk. It is unclear how well the equations predict ASCVD mortality in a nationally representative cohort. We used the National Health and Nutrition Examination Survey (NHANES) 1988–1994 and Linked Mortality through 2006 (n = 6,644). Among participants aged 40–79 years without ASCVD at baseline, we used Cox proportional hazard models to estimate the 10-year probability of ASCVD death by sex and race-ethnicity (non-Hispanic white (NHW), non-Hispanic black (NHB) and Mexican American (MA)). We estimated the discrimination and calibration for each sex-race-ethnicity model. We documented 288 ASCVD deaths during 62,335 person years. The Pooled Cohort equations demonstrated moderate to good discrimination for ASCVD mortality, with modified C-statistics of 0.716 (95% CI 0.663–0.770), 0.794 (0.734–0.854), and 0.733 (0.654–0.811) for NHW, NHB and MA men, respectively. The corresponding C-statistics for women were 0.781 (0.718–0.844), 0.702 (0.633–0.771), and 0.789 (CI 0.721–0.857). Modified Hosmer-Lemeshow χ2 suggested adequate calibration for NHW, NHB and MA men, and MA women (p-values: 0.128, 0.295, 0.104 and 0.163 respectively). The calibration was inadequate for NHW and NHB women (p<0.05). In this nationally representative cohort, the Pooled Cohort equations performed adequately to predict 10-year ASCVD mortality for NHW and NHB men, and MA population, but not for NHW and NHB women.
机译:美国心脏病学会/美国心脏协会开发了Pooled Cohort方程来评估动脉粥样硬化性心血管疾病(ASCVD)的风险。目前尚不清楚这些方程式在全国代表性人群中如何预测ASCVD死亡率。我们使用了1988-1994年的美国国家健康与营养检查调查(NHANES),并将2006年的死亡率与死亡率相关联(n = 6,644)。在基线时没有ASCVD的40-79岁参与者中,我们使用Cox比例风险模型通过性别和种族(非西班牙裔白人(NHW),非西班牙裔黑人(NHB))估计了10年ASCVD死亡的可能性和墨西哥裔美国人(MA))。我们估计了每个性别种族模型的歧视和校准。我们记录了62,335人年中288例ASCVD死亡。合并队列方程显示出对ASCVD死亡率的中等至良好的区分,NHW,NHB和MA男性的修正C统计量分别为0.716(95%CI 0.663-0.770),0.794(0.734-0.854)和0.733(0.654-0.811) , 分别。女性相应的C统计量分别为0.781(0.718-0.844),0.702(0.633-0.771)和0.789(CI 0.721-0.857)。修改后的Hosmer-Lemeshowχ 2 建议对NHW,NHB和MA男性和MA女性进行适当的校准(p值分别为0.128、0.295、0.104和0.163)。对于NHW和NHB妇女,校正不充分(p <0.05)。在这个具有全国代表性的队列中,合并队列方程式足以预测NHW和NHB男性和MA人群的10年ASCVD死亡率,但不适用于NHW和NHB妇女。

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