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使用真实世界数据对用于治疗2型糖尿病的药物进行心血管结局试验的目标试验模拟:观察性研究的系统评价

Target trial emulation of cardiovascular outcome trials of medications used to treat type 2 diabetes using real-world data: a systematic review of observational studies.

作者信息

Wang Wanning, Tang Wang-Choi, Webster-Clark Michael, Yu Oriana H Y, Filion Kristian B

机构信息

Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada; Center for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.

Center for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada; Department of Medicine, McGill University, Montreal, Quebec, Canada.

出版信息

J Clin Epidemiol. 2025 Sep;185:111872. doi: 10.1016/j.jclinepi.2025.111872. Epub 2025 Jun 21.

Abstract

BACKGROUND AND OBJECTIVES

Cardiovascular outcome trials are mandated by the US Food and Drug Administration to assess the cardiovascular safety of new antidiabetic medications before entering the market. However, these trials often involve highly selective populations and results may not generalize to routine practice.

METHODS

Our study aimed to synthesize observational studies to assess the generalizability of cardiovascular outcome trials to routine practice. We systematically reviewed observational studies that were target trial emulations of previous cardiovascular outcome trials for dipeptidyl peptidase-4 inhibitors, glucagon-like peptide 1 (GLP-1) receptor agonists, and sodium glucose cotransporter-2 (SGLT-2) inhibitors among patients with type 2 diabetes. We searched the MEDLINE, EMBASE, and Cochrane databases for observational studies that focused on trial emulation or cross-sectional studies that reported the proportion of real-world patients eligible for completed trials.

RESULTS

Nineteen studies were included in our systematic review, including four cohort studies that were target trial emulations of previous randomized controlled trials (RCTs) and 15 cross-sectional studies that evaluated trial eligibility. Results between RCTs and real-world data (RWD) were concordant for all drug classes in finding noninferiority. The median eligibility percentage ranged from 13% to 31% for SGLT-2 inhibitor trials and 12% to 43% for GLP-1 receptor agonist trials.

CONCLUSION

These results suggest that, while RCTs and RWD are concordant in their estimates, the trials lack representativeness. More research is needed on the emulation of cardiovascular outcome trials using RWD to understand how different emulation methods may impact findings.

摘要

背景与目的

美国食品药品监督管理局要求开展心血管结局试验,以在新的抗糖尿病药物上市前评估其心血管安全性。然而,这些试验通常涉及高度选择性的人群,结果可能无法推广至常规临床实践。

方法

我们的研究旨在综合观察性研究,以评估心血管结局试验对常规临床实践的可推广性。我们系统回顾了观察性研究,这些研究是对先前针对2型糖尿病患者的二肽基肽酶-4抑制剂、胰高血糖素样肽1(GLP-1)受体激动剂和钠-葡萄糖协同转运蛋白-2(SGLT-2)抑制剂的心血管结局试验进行的目标试验模拟。我们在MEDLINE、EMBASE和Cochrane数据库中搜索了专注于试验模拟的观察性研究或报告符合已完成试验条件的真实世界患者比例的横断面研究。

结果

我们的系统评价纳入了19项研究,包括4项对先前随机对照试验(RCT)进行目标试验模拟的队列研究和15项评估试验入选资格的横断面研究。在发现非劣效性方面,RCT和真实世界数据(RWD)之间对于所有药物类别结果均一致。SGLT-2抑制剂试验的入选百分比中位数为13%至31%,GLP-1受体激动剂试验为12%至43%。

结论

这些结果表明,虽然RCT和RWD的估计结果一致,但试验缺乏代表性。需要更多关于使用RWD模拟心血管结局试验的研究,以了解不同的模拟方法可能如何影响研究结果。

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