Patorno Elisabetta, Najafzadeh Mehdi, Pawar Ajinkya, Franklin Jessica M, Déruaz-Luyet Anouk, Brodovicz Kimberly G, Santiago Ortiz Adrian J, Bessette Lily G, Kulldorff Martin, Schneeweiss Sebastian
Division of Pharmacoepidemiology and Pharmacoeconomics Department of Medicine Brigham and Women's Hospital and Harvard Medical School Boston MA USA.
Boehringer Ingelheim GmbH Ingelheim Germany.
Endocrinol Diabetes Metab. 2019 Nov 26;3(1):e00103. doi: 10.1002/edm2.103. eCollection 2020 Jan.
The EMPA-REG OUTCOME trial showed that empagliflozin reduced the risk of cardiovascular death and hospitalization for heart failure (HHF) in diabetic patients with cardiovascular disease. EMPRISE is a study programme on the effectiveness, safety and healthcare utilization of empagliflozin in routine care, leveraging real-world data from two commercial and one federal US data sources from 2014 to 2019.
To describe rationale and design of EMPRISE, assess ability to minimize confounding and evaluate the time to reach sufficient statistical power for a key study outcome, HHF, using baseline information from the first year of EMPRISE.
In 3 claims data sets, we identified a 1:1 propensity score (PS)-matched cohort of diabetic patients ≥18 years initiating empagliflozin or a dipeptidyl peptidase-4 inhibitor (DPP4i), resulting in 6643 total pairs. The PS model included >140 baseline covariates. We measured covariate balance via standardized differences (SD) and postmatching c-statistic. We computed the incidence rate (IR) of HHF, predicted exposure accrual over time and calculated expected power.
After PS matching, patient characteristics were balanced with SD <0.1 and c-statistic between 0.54 and 0.59. The population IR of HHF was 4.4 per 1000 person-years using a specific HHF definition and 14.8 using a broader HHF definition. In our projection, 80%-powered analyses would require a minimum of 169 HHF events, expected to accumulate by year 3 (specific definition) or year 2 (broader definition).
Baseline information from EMPRISE provided evidence of solid confounding control and adequate exposure accrual with expected powered analyses for the primary outcomes.
EMPA-REG OUTCOME试验表明,恩格列净可降低患有心血管疾病的糖尿病患者的心血管死亡风险和因心力衰竭(HHF)住院的风险。EMPRISE是一项关于恩格列净在常规治疗中的有效性、安全性和医疗保健利用情况的研究项目,利用了2014年至2019年来自美国两个商业和一个联邦数据源的真实世界数据。
描述EMPRISE的基本原理和设计,评估将混杂因素降至最低的能力,并利用EMPRISE第一年的基线信息评估达到关键研究结局HHF足够统计效力所需的时间。
在3个索赔数据集里,我们确定了一组1:1倾向评分(PS)匹配的队列,其中≥18岁开始使用恩格列净或二肽基肽酶-4抑制剂(DPP4i)的糖尿病患者,共形成6643对。PS模型包含超过140个基线协变量。我们通过标准化差异(SD)和匹配后c统计量来衡量协变量平衡。我们计算了HHF的发病率(IR),预测随时间的暴露累积情况,并计算预期效力。
PS匹配后,患者特征得到平衡,SD<0.1,c统计量在0.54至0.59之间。使用特定的HHF定义时,HHF的总体发病率为每1000人年4.4例,使用更宽泛的HHF定义时为14.8例。在我们的预测中,具有80%效力的分析至少需要169例HHF事件,预计在第3年(特定定义)或第2年(更宽泛定义)累积。
EMPRISE的基线信息为主要结局的预期效力分析提供了有效控制混杂因素和充分暴露累积的证据。