Suppr超能文献

贝叶斯因子荟萃分析外周紫杉醇洗脱装置的死亡率主张。

Bayes Factor Meta-Analysis of the Mortality Claim for Peripheral Paclitaxel-Eluting Devices.

机构信息

Department of Interventional Cardiology, AdventHealth Ocala, Ocala, Florida.

Program in Mathematics and Statistics, University of Maryland University College, Largo, Maryland.

出版信息

JACC Cardiovasc Interv. 2019 Dec 23;12(24):2528-2537. doi: 10.1016/j.jcin.2019.09.028.

Abstract

OBJECTIVES

The aim of the present study was to quantify the probability of increased mortality with paclitaxel compared with control in a dataset of 28 randomized controlled trials.

BACKGROUND

Analysis of data from 28 randomized controlled trials using conventional null-hypothesis statistical testing has produced the unexpected finding of a 68% increase in mortality at 2 years and a 93% increase at 3 to 5 years after using paclitaxel-eluting balloons and stents to treat femoropopliteal arterial disease, but no biologic explanation for increased mortality has been identified.

METHODS

A Bayesian sequential model was developed to quantify the probability of increased mortality 1, 2, and 3 to 5 years after treatment, and p values were replaced with meta-analytic Bayes factors (BFs), which provide decisive evidence at values >100 and very strong evidence at values of 32 to 100.

RESULTS

The evidence for increased mortality at 1 year (BF = 0.02), 2 years (BF = 8.5), and 3 to 5 years (BF = 14.6) was less than conclusive. All-cause mortality at 1 year was similar between the paclitaxel and control arms at 1 year (odds ratio: 0.92; 95% Bayesian credible interval: 0.53 to 1.53) and 2 years (odds ratio: 1.23; 95% Bayesian credible interval: 0.84 to 1.71) but was increased at 3 to 5 years (odds ratio: 1.43; 95% Bayesian credible interval: 1.01 to 1.90).

CONCLUSIONS

This study finds some support for increased mortality after using paclitaxel-eluting devices in femoropopliteal arterial disease, but the evidence is not unequivocal and may not sway skeptical investigators concerned about causation, unreported studies, or the post hoc analysis of trials underpowered for mortality.

摘要

目的

本研究旨在通过 28 项随机对照试验的数据,量化紫杉醇治疗组与对照组相比死亡率增加的概率。

背景

使用传统的零假设统计检验分析 28 项随机对照试验的数据得出了令人意外的结果,即使用紫杉醇洗脱球囊和支架治疗股腘动脉疾病后 2 年死亡率增加 68%,3 至 5 年死亡率增加 93%,但尚未发现导致死亡率增加的生物学解释。

方法

开发了一种贝叶斯序贯模型来量化治疗后 1、2 和 3 至 5 年死亡率增加的概率,并将 p 值替换为荟萃分析贝叶斯因子(BF),当 BF 值>100 时提供决定性证据,当 BF 值为 32 至 100 时提供非常强的证据。

结果

治疗后 1 年(BF=0.02)、2 年(BF=8.5)和 3 至 5 年(BF=14.6)的死亡率增加证据不足。紫杉醇组和对照组在 1 年时的全因死亡率相似(比值比:0.92;95%贝叶斯可信区间:0.53 至 1.53)和 2 年(比值比:1.23;95%贝叶斯可信区间:0.84 至 1.71),但在 3 至 5 年时增加(比值比:1.43;95%贝叶斯可信区间:1.01 至 1.90)。

结论

本研究发现紫杉醇洗脱装置在股腘动脉疾病中的应用存在一定程度的死亡率增加支持,但证据并不明确,可能无法动摇对因果关系、未报告研究或试验事后分析的怀疑调查员的看法,这些研究可能存在死亡事件的报告不足。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验