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采用半参数混合比例模型对接受血液透析治疗的患者的短期和长期生存相关因素分析。

Factors Associated With Short-Term and Long-Term Survival in Patients Undergoing Hemodialysis Using Semi- Parametric Mixture Cure Models.

机构信息

Shiraz University of Medical Sciences, Shiraz, Iran.

出版信息

Iran J Kidney Dis. 2020 Jan;14(1):44-51.

Abstract

INTRODUCTION

Understanding the factors affecting the survival of patients undergoing hemodialysis is the mainstay of care in this population. The present study aims at finding these features using novel cure models that discover factors important in both long term and short-term survival of patients undergoing HD.

METHODS

Data were retrospectively collected from the database of Shiraz University of Medical Sciences Special Diseases Administration including patients of 34 HD centers during 2011 to 2015. The primary outcome was death. Considering people with no death event as cured, the rest of the patients considered as uncured. To evaluate the factors affecting mortality, we used a mixture cure model (MCM) that model the long-term and short-term survival of patients separately.

RESULTS

Of 506 patients, 68.75% of women and 75.0% of men were long-term survivors. The mean (± SD) age of the patients was 57.5 (± 16.5) years and the empirical value of the cure rate was 72.9%. Sex, age, and Kt/Vurea were recognized as important factors in the long-term survival. In other words, lower age, male sex, and Kt/ Vurea ≥ 1.2 significantly increased the odds of being cured. The factors effective in short-term survival were mean corpuscular hemoglobin concentration (MCHC) and serum hemoglobin. The serum hemoglobin between 11 and 12.5 and a high MCHC decreased the risk of death.

CONCLUSION

Using cure model survival analysis, it was found that factors affecting the proportion of the patients with long-term survival might be different from those affecting short-term survival.

摘要

简介

了解影响接受血液透析患者生存的因素是该人群护理的基础。本研究旨在使用新的治愈模型来寻找这些特征,这些模型发现了对接受 HD 治疗的患者长期和短期生存都重要的因素。

方法

数据从 2011 年至 2015 年,由 Shiraz 大学医学科学专业疾病管理数据库中回顾性收集,包括 34 个血液透析中心的患者。主要结果是死亡。考虑到没有死亡事件的患者为治愈者,其余患者视为未治愈者。为了评估影响死亡率的因素,我们使用混合治愈模型(MCM)分别对患者的长期和短期生存进行建模。

结果

在 506 名患者中,68.75%的女性和 75.0%的男性为长期幸存者。患者的平均(± SD)年龄为 57.5(± 16.5)岁,治愈率的经验值为 72.9%。性别、年龄和 Kt/Vurea 被认为是长期生存的重要因素。换句话说,较低的年龄、男性和 Kt/Vurea≥1.2 显著增加了治愈的可能性。对短期生存有影响的因素是平均红细胞血红蛋白浓度(MCHC)和血清血红蛋白。血清血红蛋白在 11 至 12.5 之间,MCHC 较高,降低了死亡风险。

结论

使用治愈模型生存分析发现,影响长期生存患者比例的因素可能与影响短期生存的因素不同。

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