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在现患血液透析患者中,糖尿病与全因死亡率和死因特异性死亡率相关。

All-cause and cause-specific mortality associated with diabetes in prevalent hemodialysis patients.

机构信息

Department of Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, OH, USA.

出版信息

BMC Nephrol. 2012 Oct 1;13:130. doi: 10.1186/1471-2369-13-130.

Abstract

BACKGROUND

Diabetes is the most common risk factor for end-stage renal disease (ESRD) and has been associated with increased risk of death. In order to better understand the influence of diabetes on outcomes in hemodialysis, we examine the risk of death of diabetic participants in the HEMODIALYSIS (HEMO) study.

METHODS

In the HEMO study, 823 (44.6%) participants were classified as diabetic. Using the Schoenfeld residual test, we found that diabetes violated the proportional hazards assumption. Based on this result, we fit two non-proportional hazard models: Cox's time varying covariate model (Cox-TVC) that allows the hazard for diabetes to change linearly with time and Gray's time-varying coefficient model.

RESULTS

Using the Cox-TVC, the hazard ratio (HR) for diabetes increased with each year of follow up (p = 0.02) for all cause mortality. Using Gray's model, the HR for diabetes ranged from 1.41 to 2.21 (p <0.01). The HR for diabetes using Gray's model exhibited a different pattern, being relatively stable at 1.5 for the first 3 years in the study and increasing afterwards.

CONCLUSION

Risk of death associated with diabetes in ESRD increases over time and suggests that an increasing risk of death among diabetes may be underappreciated when using conventional survival models.

摘要

背景

糖尿病是终末期肾病(ESRD)的最常见危险因素,与死亡风险增加有关。为了更好地了解糖尿病对血液透析结局的影响,我们研究了 HEMODIALYSIS(HEMO)研究中糖尿病参与者的死亡风险。

方法

在 HEMO 研究中,823 名(44.6%)参与者被归类为糖尿病患者。使用 Schoenfeld 残差检验,我们发现糖尿病违反了比例风险假设。基于这一结果,我们拟合了两种非比例风险模型:允许糖尿病风险随时间线性变化的 Cox 时变协变量模型(Cox-TVC)和 Gray 的时变系数模型。

结果

使用 Cox-TVC,糖尿病的风险比(HR)随着随访时间的增加而增加(p=0.02),所有原因的死亡率均如此。使用 Gray 模型,糖尿病的 HR 范围为 1.41 至 2.21(p<0.01)。使用 Gray 模型的糖尿病 HR 呈现出不同的模式,在研究的前 3 年相对稳定在 1.5,之后增加。

结论

ESRD 中与糖尿病相关的死亡风险随时间增加,这表明在使用传统生存模型时,糖尿病死亡风险的增加可能被低估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5784/3519533/ead9a1538395/1471-2369-13-130-1.jpg

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