Kaiser Permanente Research Affiliates Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon.
JAMA. 2018 Jul 17;320(3):281-297. doi: 10.1001/jama.2018.4242.
Incorporating nontraditional risk factors may improve the performance of traditional multivariable risk assessment for cardiovascular disease (CVD).
To systematically review evidence for the US Preventive Services Task Force on the benefits and harms of 3 nontraditional risk factors in cardiovascular risk assessment: the ankle-brachial index (ABI), high-sensitivity C-reactive protein (hsCRP) level, and coronary artery calcium (CAC) score.
MEDLINE, PubMed, and the Cochrane Central Register of Controlled Trials for studies published through May 22, 2017. Surveillance continued through February 7, 2018.
Studies of asymptomatic adults with no known cardiovascular disease.
Independent critical appraisal and data abstraction by 2 reviewers.
Cardiovascular events, mortality, risk assessment performance measures (calibration, discrimination, or risk reclassification), and serious adverse events.
Forty-three studies (N = 267 244) were included. No adequately powered trials have evaluated the clinical effect of risk assessment with nontraditional risk factors on patient health outcomes. The addition of the ABI (10 studies), hsCRP level (25 studies), or CAC score (19 studies) can improve both discrimination and reclassification; the magnitude and consistency of improvement varies by nontraditional risk factor. For the ABI, improvements in performance were the greatest for women, in whom traditional risk assessment has poor discrimination (C statistic change of 0.112 and net reclassification index [NRI] of 0.096). Results were inconsistent for hsCRP level, with the largest analysis (n = 166 596) showing a minimal effect on risk prediction (C statistic change of 0.0039, NRI of 0.0152). The largest improvements in discrimination (C statistic change ranging from 0.018 to 0.144) and reclassification (NRI ranging from 0.084 to 0.35) were seen for CAC score, although CAC score may inappropriately reclassify individuals not having cardiovascular events into higher-risk categories, as determined by negative nonevent NRI. Evidence for the harms of nontraditional risk factor assessment was limited to computed tomography imaging for CAC scoring (8 studies) and showed that radiation exposure is low but may result in additional testing.
There are insufficient adequately powered clinical trials evaluating the incremental effect of the ABI, hsCRP level, or CAC score in risk assessment and initiation of preventive therapy. Furthermore, the clinical meaning of improvements in measures of calibration, discrimination, and reclassification risk prediction studies is uncertain.
纳入非传统危险因素可能会提高传统多变量心血管疾病(CVD)风险评估的性能。
系统回顾美国预防服务工作组关于 3 种非传统心血管风险评估危险因素(踝臂指数[ABI]、高敏 C 反应蛋白[hsCRP]水平和冠状动脉钙[CAC]评分)的益处和危害的证据。
MEDLINE、PubMed 和 Cochrane 对照试验中心注册数据库,检索截至 2017 年 5 月 22 日的研究。监测工作持续到 2018 年 2 月 7 日。
无症状、无已知心血管疾病的成年人。
由 2 名评审员独立进行批判性评估和数据提取。
心血管事件、死亡率、风险评估性能指标(校准、区分或风险再分类)以及严重不良事件。
共纳入 43 项研究(N=267244)。没有足够有力的试验评估过非传统风险因素的风险评估对患者健康结果的临床影响。ABI(10 项研究)、hsCRP 水平(25 项研究)或 CAC 评分(19 项研究)的增加可以提高区分度和再分类能力;非传统危险因素的改善程度和一致性各不相同。对于 ABI,在传统风险评估区分能力较差的女性中,其性能的改善最大(C 统计量变化 0.112,净重新分类指数[NRI]为 0.096)。hsCRP 水平的结果不一致,最大的分析(n=166596)显示对风险预测的影响很小(C 统计量变化 0.0039,NRI 为 0.0152)。对于 CAC 评分,区分度(C 统计量变化范围为 0.018 至 0.144)和再分类(NRI 范围为 0.084 至 0.35)的改善最大,尽管 CAC 评分可能不恰当地将没有心血管事件的个体重新分类为更高风险类别,这是通过负的无事件 NRI 确定的。非传统危险因素评估危害的证据仅限于 CAC 评分的计算机断层扫描成像(8 项研究),并表明辐射暴露水平较低,但可能导致额外的检测。
目前尚缺乏足够的、有力的临床试验来评估 ABI、hsCRP 水平或 CAC 评分在风险评估和预防性治疗中的增量效果。此外,校准、区分和再分类风险预测研究中改善措施的临床意义尚不确定。