Section of Endocrinology, Yale University School of Medicine, New Haven, CT
Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, and Division of Endocrinology, University of Toronto, Toronto, Ontario, Canada.
Diabetes Care. 2018 Feb;41(2):356-363. doi: 10.2337/dc17-1096. Epub 2017 Dec 4.
In the BI 10773 (Empagliflozin) Cardiovascular Outcome Event Trial in Type 2 Diabetes Mellitus Patients (EMPA-REG OUTCOME) trial involving 7,020 patients with type 2 diabetes and established cardiovascular (CV) disease, empagliflozin given in addition to standard of care reduced the risk of CV death by 38% versus placebo (hazard ratio [HR] 0.62 [95% CI 0.49, 0.77]). This exploratory mediation analysis assesses the extent to which treatment group differences in covariates during the trial contributed to CV death risk reduction with empagliflozin.
Effects of potential mediators, identified post hoc, on the HR for CV death with empagliflozin versus placebo were analyzed by Cox regression models, with treatment group adjusted for the baseline value of the variable and its change from baseline or updated mean (i.e., considering all prior values), each as a time-dependent covariate. HRs were compared with a model without adjustment for covariates. Multivariable analyses also were performed.
Changes in hematocrit and hemoglobin mediated 51.8% and 48.9%, respectively, of the effect of empagliflozin versus placebo on the risk of CV death on the basis of changes from baseline, with similar results in analyses on the basis of updated means. Smaller mediation effects (maximum 29.3%) were observed for uric acid, fasting plasma glucose, and HbA. In multivariable models, which incorporated effects of empagliflozin on hematocrit, fasting glucose, uric acid, and urine albumin:creatinine ratio, the combined changes from baseline provided 85.2% mediation, whereas updated mean analyses provided 94.6% mediation of the effect of empagliflozin on CV death.
In this exploratory analysis from the EMPA-REG OUTCOME trial, changes in markers of plasma volume were the most important mediators of the reduction in risk of CV death with empagliflozin versus placebo.
在涉及 7020 名 2 型糖尿病合并已确诊心血管(CV)疾病患者的 BI 10773(恩格列净)心血管结局事件试验(EMPA-REG OUTCOME 试验)中,与安慰剂相比,恩格列净联合标准治疗可使 CV 死亡风险降低 38%(风险比 [HR]0.62 [95%CI 0.49, 0.77])。这项探索性中介分析评估了试验期间治疗组间协变量差异对恩格列净降低 CV 死亡风险的贡献程度。
采用 Cox 回归模型,分析了潜在中介变量对恩格列净与安慰剂相比 CV 死亡风险 HR 的影响,协变量在基线时被调整,且从基线或更新的平均值(即,考虑所有先前的值)开始,作为时间依赖性协变量。与未调整协变量的模型相比,比较了 HR。还进行了多变量分析。
基于从基线开始的变化,红细胞压积和血红蛋白的变化分别介导了恩格列净与安慰剂对 CV 死亡风险的影响的 51.8%和 48.9%,基于更新平均值的分析结果相似。尿酸、空腹血糖和 HbA 的中介作用较小(最大 29.3%)。在多变量模型中,纳入了恩格列净对红细胞压积、空腹血糖、尿酸和尿白蛋白/肌酐比的影响,从基线开始的综合变化提供了 85.2%的中介作用,而更新平均值分析提供了 94.6%的中介作用。
在 EMPA-REG OUTCOME 试验的这项探索性分析中,血浆容量标志物的变化是恩格列净降低与安慰剂相比 CV 死亡风险的最重要中介因素。