A Bayesian analysis of the VITAL trial: effects of ω-3 fatty acid supplementation on cardiovascular events

VITAL试验的贝叶斯分析:ω-3脂肪酸补充剂对心血管事件的影响

阅读:1

Abstract

BACKGROUND: Effects of ω-3 fatty acids (FAs) supplementation on cardiovascular outcomes have been investigated in several randomized controlled trials (RCTs). The VITamin D and OmegA-3 TriaL (VITAL) is the largest trial that tested the effect of ω-3 FA supplementation (840 mg/d of eicosapentaenoic acid and docosahexaenoic acid in 1.2:1) in a primary prevention population in the United States, with nonsignificant results (P > 0.05) for major cardiovascular disease (CVD) events. OBJECTIVES: To reanalyze VITAL using Bayesian methods accounting for prior evidence. METHODS: The VITAL randomly assigned 25,871 older United States adults with a median follow-up of 5.3 y. On the basis of prior evidence from RCTs, we used Weibull proportional hazards models adopting the Hamiltonian Monte Carlo sampling method to estimate posterior hazard ratio (HR) for total CAD, myocardial infarction (MI), composite major CVD events (CAD/stroke/CVD death), CVD death, all-cause death, and stroke. Several distinct informative priors were formulated based on Bayesian hierarchical models of previous trials similar to VITAL. RESULTS: Bayesian analyses with the use of noninformative prior yielded essentially the same results as the corresponding frequentist analyses. The effects of ω-3 FA supplementation on CAD and MI were robust across the priors, with the posterior HR estimates varying from 0.88 to 0.93 and 0.82 to 0.90, respectively. Without skepticism into the priors, posterior HRs were 0.95-0.96 in CVD, 0.91-0.92 in cardiovascular death, and 0.95-0.96 in all-cause death risks, respectively. Stroke risk was unchanged by the intervention. According to primary informed priors, probabilities of ω-3 FA being effective were 99.7% for CAD, 99.6% for total MI, 98.4% for CVD, 98.8% for all-cause death, 99.8% for cardiovascular death, and 33.7% for stroke, respectively. CONCLUSIONS: Bayesian analyses of VITAL incorporating previous RCT evidence suggest that daily ω-3 FA supplementation robustly lowers risk of coronary events but not stroke, providing enhanced support for the primary prevention use of ω-3 FA supplementation for coronary events. TRIAL REGISTRATION NUMBER: This study was registered at VITAL clinicaltrials.gov identifier as NCT01169259.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。