Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
Diabetes Care. 2019 Dec;42(12):2204-2210. doi: 10.2337/dc19-0069. Epub 2019 Jun 25.
Using real-world data (RWD) from three U.S. claims data sets, we aim to predict the findings of the CARdiovascular Outcome Trial of LINAgliptin Versus Glimepiride in Type 2 Diabetes (CAROLINA) comparing linagliptin versus glimepiride in patients with type 2 diabetes (T2D) at increased cardiovascular risk by using a novel framework that requires passing prespecified validity checks before analyzing the primary outcome.
Within Medicare and two commercial claims data sets (May 2011-September 2015), we identified a 1:1 propensity score-matched (PSM) cohort of T2D patients 40-85 years old at increased cardiovascular risk who initiated linagliptin or glimepiride by adapting eligibility criteria from CAROLINA. PSM was used to balance >120 confounders. Validity checks included the evaluation of expected power, covariate balance, and two control outcomes for which we expected a positive association and a null finding. We registered the protocol (NCT03648424, ClinicalTrials.gov) before evaluating the composite cardiovascular outcome based on CAROLINA's primary end point. Hazard ratios (HR) and 95% CIs were estimated in each data source and pooled with a fixed-effects meta-analysis.
We identified 24,131 PSM pairs of linagliptin and glimepiride initiators with sufficient power for noninferiority (>98%). Exposure groups achieved excellent covariate balance, including key laboratory results, and expected associations between glimepiride and hypoglycemia (HR 2.38 [95% CI 1.79-3.13]) and between linagliptin and end-stage renal disease (HR 1.08 [0.66-1.79]) were replicated. Linagliptin was associated with a 9% decreased risk in the composite cardiovascular outcome with a CI including the null (HR 0.91 [0.79-1.05]), in line with noninferiority.
In a nonrandomized RWD study, we found that linagliptin has noninferior risk of a composite cardiovascular outcome compared with glimepiride.
利用来自美国三个索赔数据集中的真实世界数据(RWD),我们旨在通过一种新颖的框架预测卡格列净与格列美脲治疗 2 型糖尿病的心血管结局试验(CAROLINA)的研究结果,该框架要求在分析主要结局之前通过预设的有效性检查。该框架适用于在心血管风险增加的情况下,患有 2 型糖尿病(T2D)的患者,使用这种框架来比较卡格列净与格列美脲。
在医疗保险和两个商业索赔数据集中(2011 年 5 月至 2015 年 9 月),我们根据 CAROLINA 的入选标准,确定了一个 1:1 倾向评分匹配(PSM)队列,该队列由 40-85 岁心血管风险增加的 T2D 患者组成,这些患者开始接受卡格列净或格列美脲治疗。PSM 用于平衡超过 120 个混杂因素。有效性检查包括评估预期效能、协变量平衡以及两个我们预期存在正相关和零发现的对照结局。在根据 CAROLINA 的主要终点评估复合心血管结局之前,我们对该方案(NCT03648424,ClinicalTrials.gov)进行了注册。在每个数据源中估计了风险比(HR)和 95%置信区间(CI),并采用固定效应荟萃分析进行了汇总。
我们确定了 24131 对卡格列净和格列美脲的 PSM 对,具有足够的非劣效性(>98%)的效能。暴露组实现了极好的协变量平衡,包括关键实验室结果,以及格列美脲与低血糖(HR 2.38[95%CI 1.79-3.13])和卡格列净与终末期肾病(HR 1.08[0.66-1.79])之间的预期关联得到了复制。卡格列净与复合心血管结局的风险降低 9%,置信区间包括零值(HR 0.91[0.79-1.05]),符合非劣效性。
在一项非随机的 RWD 研究中,我们发现卡格列净与格列美脲相比,复合心血管结局的风险无显著差异。