Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Division of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Division of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
J Am Coll Cardiol. 2018 Sep 11;72(11):1252-1263. doi: 10.1016/j.jacc.2018.05.077.
Hypertensive disorders of pregnancy (HDP) affect 10% to 15% of women and are associated with a 2-fold increased risk of cardiovascular disease (CVD).
This study sought to determine whether inclusion of HDP in an established CVD risk score improves prediction of CVD events in women.
The analysis comprised 106,230 ≤10-year observations contributed by 67,406 women, age ≥40 years, free of prior CVD, with data available on model covariates in the Nurses' Health Study II. Participants were followed up for confirmed myocardial infarction, fatal coronary heart disease, or stroke from 1989 to 2013. We fit an established CVD risk prediction model (Model A: age, total cholesterol and high-density lipoprotein cholesterol, systolic blood pressure, antihypertensive medication use, current smoking, diabetes mellitus) and compared it to the same model plus HDP and parity (Model B); Cox proportional hazards models were used to obtain predicted probabilities for 10-year CVD risk.
HDP and parity were associated with 10-year CVD risk independent of established CVD risk factors, overall and at ages 40 to 49 years. However, inclusion of HDP and parity in the risk prediction model did not improve discrimination (Model A: C-index = 0.691; Model B: C-index = 0.693; p value for difference = 0.31) or risk reclassification (net reclassification improvement = 0.4%; 95% confidence interval: -0.2 to 1.0%; p = 0.26).
In this first test of the clinical utility of HDP and parity in CVD risk prediction, additional inclusion of HDP and parity in an established risk score did not improve discrimination or reclassification in this low-risk population; this might be because of the known associations between HDP and established CVD risk factors in the reference model.
妊娠高血压疾病(HDP)影响 10%至 15%的女性,与心血管疾病(CVD)风险增加 2 倍相关。
本研究旨在确定 HDP 是否包含在已建立的 CVD 风险评分中是否可以改善女性 CVD 事件的预测。
分析包括来自年龄≥40 岁、无既往 CVD、在护士健康研究 II 中可获得模型协变量数据的 67406 名女性的 106230 次≤10 年的观察结果。参与者从 1989 年至 2013 年随访确诊的心肌梗死、致命性冠心病或中风。我们拟合了一个已建立的 CVD 风险预测模型(模型 A:年龄、总胆固醇和高密度脂蛋白胆固醇、收缩压、降压药物使用、当前吸烟、糖尿病),并将其与包含 HDP 和产次的相同模型(模型 B)进行了比较;使用 Cox 比例风险模型获得 10 年 CVD 风险的预测概率。
HDP 和产次与 CVD 风险独立于已建立的 CVD 危险因素相关,总体上和在 40 至 49 岁时。然而,将 HDP 和产次纳入风险预测模型并未改善区分度(模型 A:C 指数=0.691;模型 B:C 指数=0.693;差异的 p 值=0.31)或风险再分类(净再分类改善=0.4%;95%置信区间:-0.2 至 1.0%;p=0.26)。
在 CVD 风险预测中首次测试 HDP 和产次的临床实用性,在这个低风险人群中,将 HDP 和产次额外纳入已建立的风险评分并没有改善区分度或再分类;这可能是因为参考模型中 HDP 与已建立的 CVD 危险因素之间的已知关联。