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2 型糖尿病的心血管表型:CANVAS 计划和 CREDENCE 试验的潜在类别分析。

Cardiovascular phenotypes in type 2 diabetes: Latent class analysis of the CANVAS Program and CREDENCE trial.

机构信息

Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.

Department of Medicine, McGill University, Montreal, Quebec, Canada.

出版信息

Diabetes Obes Metab. 2024 Nov;26(11):5025-5035. doi: 10.1111/dom.15768. Epub 2024 Sep 20.

Abstract

AIM

To identify unique clinical phenotypes in type 2 diabetes (T2D) and investigate their treatment response to canagliflozin using latent class analysis.

METHODS

This was a pooled latent class analysis of the individuals in the CANVAS Program and CREDENCE trial. The co-primary endpoints were hospitalization for heart failure (HHF) and the composite of cardiovascular death (CVD) or HHF. Secondary endpoints included three-point major adverse CV events, its individual components, and all-cause mortality. We completed Cox proportional hazards models to evaluate the effect of canagliflozin across phenotypes.

RESULTS

Four distinct phenotypes were identified: Phenotype 1 (n = 966, 6.6%), with the lowest prevalence of heart failure, kidney dysfunction and hypertension; Phenotype 2 (n = 4169, 28.7%), primarily comprising females with a high prevalence of atherosclerotic vascular disease (ASCVD); Phenotype 3 (n = 7108, 48.9%), predominately males with a high prevalence of ASCVD; and Phenotype 4 (n = 2300, 15.8%), possessing the highest prevalences of HF and renal dysfunction. A hierarchical increase in the risk of the primary endpoint was observed across the phenotypes, with the highest CV risk observed for Phenotype 4 (hazard ratio for HHF: 7.57 [95% CI: 4.19-13.69]). Canagliflozin significantly reduced HHF and the composite CVD or HHF across phenotypes (all P values for interaction > .05).

CONCLUSION

We identified four clinically distinct T2D phenotypes with differential CV risks. Canagliflozin reduced the risk of CV events, irrespective of the phenotype, emphasizing its broad therapeutic acceptability.

摘要

目的

确定 2 型糖尿病(T2D)的独特临床表型,并通过潜在类别分析研究其对卡格列净的治疗反应。

方法

这是 CANVAS 计划和 CREDENCE 试验中个体的汇总潜在类别分析。主要联合终点是心力衰竭(HHF)住院和心血管死亡(CVD)或 HHF 的复合终点。次要终点包括三点主要不良心血管事件、其单个组成部分和全因死亡率。我们完成了 Cox 比例风险模型来评估卡格列净在各表型中的作用。

结果

确定了四个不同的表型:表型 1(n=966,6.6%),心力衰竭、肾功能不全和高血压的患病率最低;表型 2(n=4169,28.7%),主要由女性组成,动脉粥样硬化性血管疾病(ASCVD)的患病率较高;表型 3(n=7108,48.9%),主要由男性组成,ASCVD 的患病率较高;表型 4(n=2300,15.8%),HF 和肾功能不全的患病率最高。主要终点的风险呈表型递增,表型 4 的 CV 风险最高(HHF 的危险比:7.57[95%CI:4.19-13.69])。卡格列净显著降低了各表型的 HHF 和 CVD 或 HHF 复合终点(所有交互 P 值>.05)。

结论

我们确定了四种具有不同 CV 风险的临床显著 T2D 表型。卡格列净降低了 CV 事件的风险,无论表型如何,强调了其广泛的治疗可接受性。

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