• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

韩国初诊老年血液透析患者6个月死亡率的预测模型

Prediction model for 6-month mortality in incident older hemodialysis patients in South Korea.

作者信息

Park Woo Yeong, Bae Eunjin, Lee Hui-Seung, Lim Chi-Yeon, Cho Jang-Hee, Yu Byung Chul, Han Miyeun, Song Sang Heon, Ko Gang-Jee, Yang Jae Won, Chung Sungjin, Hong Yu Ah, Hyun Young Youl, Sun In O, Kim Hyunsuk, Hwang Won Min, Shin Sung Joon, Kwon Soon Hyo, Yoo Kyung Don

机构信息

Division of Nephrology, Department of Internal Medicine, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Republic of Korea.

Korean Society of Geriatric Nephrology, Seoul, Republic of Korea.

出版信息

Kidney Res Clin Pract. 2025 Apr 25. doi: 10.23876/j.krcp.23.224.

DOI:10.23876/j.krcp.23.224
PMID:40304019
Abstract

BACKGROUND

Early mortality following hemodialysis initiation hinders survival improvement in older patients. This study aimed to develop a clinical risk model for predicting 6-month mortality after dialysis initiation in older Korean hemodialysis patients.

METHODS

We analyzed data from incident hemodialysis patients aged >70 years from the Korean Society of Geriatric Nephrology (KSGN) database. A prediction model was developed using multivariate logistic regression analysis and externally validated with independent datasets.

RESULTS

Among 1,751 incident hemodialysis patients, the 6-month mortality rate was 15.5%. Using multivariate logistic analysis, we constructed the KSGN score as an independent risk factor for 6-month mortality, and its components and score are as follows: old age at dialysis initiation (≥85 years, score 2); hypertension and renovascular disease as a primary etiology of end-stage kidney disease (ESKD) (score 1); malignancy history (yes, score 1); low serum albumin (<3.5 g/dL, score 1); hypertension treatment (yes, score -1); prepared vascular access on maintenance dialysis (arteriovenous fistula/ arteriovenous graft, score -3). In the development cohort, the area under the curve (AUC) for the KSGN score was significantly higher than the Alberta Wick's score (0.707 vs. 0.683, p = 0.001). In the validation cohort, the KSGN score's performance was comparable to existing models.

CONCLUSION

The KSGN score may be a valuable tool for predicting early mortality after dialysis initiation in older patients with ESKD, aiding in decision-making and management regarding dialysis initiation.

摘要

背景

开始血液透析后的早期死亡率阻碍了老年患者生存率的提高。本研究旨在建立一个临床风险模型,以预测韩国老年血液透析患者开始透析后6个月的死亡率。

方法

我们分析了韩国老年肾脏病学会(KSGN)数据库中年龄>70岁的新发性血液透析患者的数据。使用多因素逻辑回归分析建立预测模型,并使用独立数据集进行外部验证。

结果

在1751例新发性血液透析患者中,6个月死亡率为15.5%。通过多因素逻辑分析,我们构建了KSGN评分作为6个月死亡率的独立危险因素,其组成部分和评分如下:开始透析时年龄较大(≥85岁,评分2);高血压和肾血管疾病作为终末期肾病(ESKD)的主要病因(评分1);有恶性肿瘤病史(是,评分1);血清白蛋白水平低(<3.5 g/dL,评分1);接受高血压治疗(是,评分-1);维持性透析时有准备好的血管通路(动静脉内瘘/动静脉移植物,评分-3)。在开发队列中,KSGN评分的曲线下面积(AUC)显著高于艾伯塔威克评分(0.707对0.683,p = 0.001)。在验证队列中,KSGN评分的表现与现有模型相当。

结论

KSGN评分可能是预测ESKD老年患者开始透析后早期死亡率的有价值工具,有助于在开始透析的决策和管理方面提供帮助。

相似文献

1
Prediction model for 6-month mortality in incident older hemodialysis patients in South Korea.韩国初诊老年血液透析患者6个月死亡率的预测模型
Kidney Res Clin Pract. 2025 Apr 25. doi: 10.23876/j.krcp.23.224.
2
Comparison of Two Modern Survival Prediction Tools, SORG-MLA and METSSS, in Patients With Symptomatic Long-bone Metastases Who Underwent Local Treatment With Surgery Followed by Radiotherapy and With Radiotherapy Alone.两种现代生存预测工具 SORG-MLA 和 METSSS 在接受手术联合放疗和单纯放疗治疗有症状长骨转移患者中的比较。
Clin Orthop Relat Res. 2024 Dec 1;482(12):2193-2208. doi: 10.1097/CORR.0000000000003185. Epub 2024 Jul 23.
3
Does the Presence of Missing Data Affect the Performance of the SORG Machine-learning Algorithm for Patients With Spinal Metastasis? Development of an Internet Application Algorithm.缺失数据的存在是否会影响 SORG 机器学习算法在脊柱转移瘤患者中的性能?开发一种互联网应用算法。
Clin Orthop Relat Res. 2024 Jan 1;482(1):143-157. doi: 10.1097/CORR.0000000000002706. Epub 2023 Jun 12.
4
Early referral strategies for management of people with markers of renal disease: a systematic review of the evidence of clinical effectiveness, cost-effectiveness and economic analysis.早期转介策略在管理有肾脏疾病标志物的人群中的应用:对临床有效性、成本效益和经济分析证据的系统评价。
Health Technol Assess. 2010 Apr;14(21):1-184. doi: 10.3310/hta14210.
5
Designing an Implementable Clinical Prediction Model for Near-Term Mortality and Long-Term Survival in Patients on Maintenance Hemodialysis.设计适用于维持性血液透析患者近期死亡率和长期生存率的可实施临床预测模型。
Am J Kidney Dis. 2024 Jul;84(1):73-82. doi: 10.1053/j.ajkd.2023.12.013. Epub 2024 Feb 21.
6
Are Current Survival Prediction Tools Useful When Treating Subsequent Skeletal-related Events From Bone Metastases?当前的生存预测工具在治疗骨转移后的骨骼相关事件时有用吗?
Clin Orthop Relat Res. 2024 Sep 1;482(9):1710-1721. doi: 10.1097/CORR.0000000000003030. Epub 2024 Mar 22.
7
Comparison of cellulose, modified cellulose and synthetic membranes in the haemodialysis of patients with end-stage renal disease.纤维素、改性纤维素和合成膜在终末期肾病患者血液透析中的比较。
Cochrane Database Syst Rev. 2001(3):CD003234. doi: 10.1002/14651858.CD003234.
8
Cost-effectiveness of using prognostic information to select women with breast cancer for adjuvant systemic therapy.利用预后信息为乳腺癌患者选择辅助性全身治疗的成本效益
Health Technol Assess. 2006 Sep;10(34):iii-iv, ix-xi, 1-204. doi: 10.3310/hta10340.
9
Falls prevention interventions for community-dwelling older adults: systematic review and meta-analysis of benefits, harms, and patient values and preferences.社区居住的老年人跌倒预防干预措施:系统评价和荟萃分析的益处、危害以及患者的价值观和偏好。
Syst Rev. 2024 Nov 26;13(1):289. doi: 10.1186/s13643-024-02681-3.
10
Risk of thromboembolism in patients with COVID-19 who are using hormonal contraception.COVID-19 患者使用激素避孕的血栓栓塞风险。
Cochrane Database Syst Rev. 2023 Jan 9;1(1):CD014908. doi: 10.1002/14651858.CD014908.pub2.

本文引用的文献

1
Executive Summary of the Korean Society of Nephrology 2021 Clinical Practice Guideline for Optimal Hemodialysis Treatment.韩国肾脏病学会2021年最佳血液透析治疗临床实践指南执行摘要
Kidney Res Clin Pract. 2021 Dec;40(4):578-595. doi: 10.23876/j.krcp.21.700. Epub 2021 Dec 10.
2
Trends in epidemiologic characteristics of end-stage renal disease from 2019 Korean Renal Data System (KORDS).基于2019年韩国肾脏数据系统(KORDS)的终末期肾病流行病学特征趋势
Kidney Res Clin Pract. 2021 Mar;40(1):52-61. doi: 10.23876/j.krcp.20.202. Epub 2021 Mar 25.
3
Prognosis Score System to Predict Survival for COVID-19 Cases: a Korean Nationwide Cohort Study.
用于预测 COVID-19 病例生存的预后评分系统:一项韩国全国队列研究。
J Med Internet Res. 2021 Feb 22;23(2):e26257. doi: 10.2196/26257.
4
Risk factors for mortality in elderly haemodialysis patients: a systematic review and meta-analysis.老年血液透析患者死亡的危险因素:系统评价和荟萃分析。
BMC Nephrol. 2020 Aug 31;21(1):377. doi: 10.1186/s12882-020-02026-x.
5
US Renal Data System 2019 Annual Data Report: Epidemiology of Kidney Disease in the United States.美国肾脏数据系统2019年年报:美国肾脏疾病流行病学
Am J Kidney Dis. 2020 Jan;75(1 Suppl 1):A6-A7. doi: 10.1053/j.ajkd.2019.09.003. Epub 2019 Nov 5.
6
Outcomes of vascular access in hemodialysis patients: Analysis based on the Korean National Health Insurance Database from 2008 to 2016.血液透析患者血管通路的结局:基于2008年至2016年韩国国民健康保险数据库的分析
Kidney Res Clin Pract. 2019 Sep 30;38(3):391-398. doi: 10.23876/j.krcp.19.015.
7
Validation of risk prediction tools in elderly patients who initiate dialysis.老年透析患者起始时使用的风险预测工具的验证。
Int Urol Nephrol. 2019 Jul;51(7):1231-1238. doi: 10.1007/s11255-019-02160-y. Epub 2019 May 27.
8
Development and Validation of Prediction Scores for Early Mortality at Transition to Dialysis.发展和验证预测评分,以预测过渡到透析时的早期死亡率。
Mayo Clin Proc. 2018 Sep;93(9):1224-1235. doi: 10.1016/j.mayocp.2018.04.017. Epub 2018 Aug 10.
9
Comparison of variable selection methods for clinical predictive modeling.比较临床预测建模中的变量选择方法。
Int J Med Inform. 2018 Aug;116:10-17. doi: 10.1016/j.ijmedinf.2018.05.006. Epub 2018 May 21.
10
Evaluation of unplanned dialysis as a predictor of mortality in elderly dialysis patients: a retrospective data analysis.评估非计划性透析作为老年透析患者死亡率预测指标:一项回顾性数据分析
BMC Nephrol. 2017 Dec 19;18(1):364. doi: 10.1186/s12882-017-0778-0.