• 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

开始透析患者死亡风险预测:系统评价和荟萃分析。

Prediction of Risk of Death for Patients Starting Dialysis: A Systematic Review and Meta-Analysis.

机构信息

Mayo Clinic School of Graduate Medical Education.

Biomedical Ethics Program.

出版信息

Clin J Am Soc Nephrol. 2019 Aug 7;14(8):1213-1227. doi: 10.2215/CJN.00050119. Epub 2019 Jul 30.

DOI:10.2215/CJN.00050119
PMID:31362990
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6682819/
Abstract

BACKGROUND AND OBJECTIVES

Dialysis is a preference-sensitive decision where prognosis may play an important role. Although patients desire risk prediction, nephrologists are wary of sharing this information. We reviewed the performance of prognostic indices for patients starting dialysis to facilitate bedside translation.

DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS: Systematic review and meta-analysis following the PRISMA guidelines. We searched Ovid MEDLINE, Ovid Embase, Ovid Central Register of Controlled Trials, Ovid Cochrane Database of Systematic Reviews, and Scopus for eligible studies of patients starting dialysis published from inception to December 31, 2018.

SELECTION CRITERIA

Articles describing validated prognostic indices predicting mortality at the start of dialysis. We excluded studies limited to prevalent dialysis patients, AKI and studies excluding mortality in the first 1-3 months. Two reviewers independently screened abstracts, performed full text assessment of inclusion criteria and extracted: study design, setting, population demographics, index performance and risk of bias. Pre-planned random effects meta-analysis was performed stratified by index and predictive window to reduce heterogeneity.

RESULTS

Of 12,132 articles screened and 214 reviewed in full text, 36 studies were included describing 32 prognostic indices. Predictive windows ranged from 3 months to 10 years, cohort sizes from 46 to 52,796. Meta-analysis showed discrimination area under the curve (AUC) of 0.71 (95% confidence interval, 0.69 to 073) with high heterogeneity (=99.12). Meta-analysis by index showed highest AUC for The Obi, Ivory, and Charlson comorbidity index (CCI)=0.74, also CCI was the most commonly used (ten studies). Other commonly used indices were Kahn-Wright index (eight studies, AUC 0.68), Hemmelgarn modification of the CCI (six studies, AUC 0.66) and REIN index (five studies, AUC 0.69). Of the indices, ten have been validated externally, 16 internally and nine were pre-existing validated indices. Limitations include heterogeneity and exclusion of large cohort studies in prevalent patients.

CONCLUSIONS

Several well validated indices with good discrimination are available for predicting survival at dialysis start.

摘要

背景和目的

透析是一种偏好敏感的决策,预后可能在此过程中扮演着重要的角色。尽管患者希望对预后风险进行预测,但肾脏科医生却对此持谨慎态度,不愿与患者分享这些信息。我们对开始透析的患者的预后指标进行了回顾,以促进其在床旁的转化应用。

设计、地点、参与者和测量方法:遵循 PRISMA 指南进行系统综述和荟萃分析。我们在 Ovid MEDLINE、Ovid Embase、Ovid 中央对照试验注册库、Ovid Cochrane 系统评价数据库和 Scopus 中搜索了从开始到 2018 年 12 月 31 日发表的关于开始透析患者的合格研究,这些研究均描述了用于预测死亡率的验证后的预后指标。

选择标准

描述用于预测开始透析时死亡率的验证后的预后指标的研究。我们排除了仅限于现患透析患者、急性肾损伤和排除了前 1-3 个月内死亡率的研究。两名审查员独立筛选摘要,并对纳入标准的全文评估进行了评估,并提取了:研究设计、地点、人群统计学、指标表现和偏倚风险。根据指标和预测窗口进行了预先计划的随机效应荟萃分析,以减少异质性。

结果

在筛选出的 12132 篇文章中,有 214 篇文章经过全文评估,其中 36 项研究被纳入,共描述了 32 项预后指标。预测窗口范围从 3 个月到 10 年,队列规模从 46 到 52796 不等。荟萃分析显示,曲线下面积(AUC)的判别率为 0.71(95%置信区间,0.69-0.73),且存在高度异质性(=99.12)。根据指标进行的荟萃分析显示,Obi、Ivory 和 Charlson 合并症指数(CCI)的 AUC 最高(=0.74),CCI 也是最常用的指标(10 项研究)。其他常用的指标包括 Kahn-Wright 指数(8 项研究,AUC=0.68)、Hemmelgarn 对 CCI 的修正(6 项研究,AUC=0.66)和 REIN 指数(5 项研究,AUC=0.69)。在这些指标中,有 10 项指标已经在外部进行了验证,16 项指标在内部进行了验证,9 项指标是预先存在的已验证的指标。其局限性包括异质性和排除了大量现患患者的队列研究。

结论

有一些经过良好验证且具有良好判别能力的指标可用于预测透析开始时的生存情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6320/6682819/21bacddf0be1/CJN.00050119absf1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6320/6682819/21bacddf0be1/CJN.00050119absf1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6320/6682819/21bacddf0be1/CJN.00050119absf1.jpg

相似文献

1
Prediction of Risk of Death for Patients Starting Dialysis: A Systematic Review and Meta-Analysis.开始透析患者死亡风险预测:系统评价和荟萃分析。
Clin J Am Soc Nephrol. 2019 Aug 7;14(8):1213-1227. doi: 10.2215/CJN.00050119. Epub 2019 Jul 30.
2
Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.在流行地区,服用抗叶酸抗疟药物的人群中,叶酸补充剂与疟疾易感性和严重程度的关系。
Cochrane Database Syst Rev. 2022 Feb 1;2(2022):CD014217. doi: 10.1002/14651858.CD014217.
3
Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75.验证预测高龄(>75 岁)新透析人群短期死亡率的预后指数。
PLoS One. 2021 Jan 20;16(1):e0244081. doi: 10.1371/journal.pone.0244081. eCollection 2021.
4
Beyond the black stump: rapid reviews of health research issues affecting regional, rural and remote Australia.超越黑木树:影响澳大利亚地区、农村和偏远地区的健康研究问题的快速综述。
Med J Aust. 2020 Dec;213 Suppl 11:S3-S32.e1. doi: 10.5694/mja2.50881.
5
Risk of death following kidney allograft failure: a systematic review and meta-analysis of cohort studies.移植肾失功后死亡风险:队列研究的系统评价和荟萃分析。
Nephrol Dial Transplant. 2014 Sep;29(9):1778-86. doi: 10.1093/ndt/gfu205. Epub 2014 Jun 3.
6
Postoperative mortality in patients on chronic dialysis following elective surgery: A systematic review and meta-analysis.慢性透析患者择期手术后的术后死亡率:系统评价和荟萃分析。
PLoS One. 2020 Jun 26;15(6):e0234402. doi: 10.1371/journal.pone.0234402. eCollection 2020.
7
Psychosocial interventions for preventing and treating depression in dialysis patients.用于预防和治疗透析患者抑郁症的心理社会干预措施。
Cochrane Database Syst Rev. 2019 Dec 2;12(12):CD004542. doi: 10.1002/14651858.CD004542.pub3.
8
Validation and development of models using clinical, biochemical and ultrasound markers for predicting pre-eclampsia: an individual participant data meta-analysis.利用临床、生化和超声标志物预测子痫前期的模型的验证和建立:一项个体参与者数据荟萃分析。
Health Technol Assess. 2020 Dec;24(72):1-252. doi: 10.3310/hta24720.
9
Predicting 1 year mortality in an outpatient haemodialysis population: a comparison of comorbidity instruments.预测门诊血液透析人群的1年死亡率:合并症评估工具的比较
Nephrol Dial Transplant. 2004 Feb;19(2):413-20. doi: 10.1093/ndt/gfg571.
10
GFR at initiation of dialysis and mortality in CKD: a meta-analysis.透析开始时的肾小球滤过率与慢性肾脏病患者的死亡率:一项荟萃分析。
Am J Kidney Dis. 2012 Jun;59(6):829-40. doi: 10.1053/j.ajkd.2012.01.015. Epub 2012 Apr 1.

引用本文的文献

1
Cognitive impairment and health outcomes in non-dialysis chronic kidney disease: a systematic review and meta-analysis.非透析慢性肾脏病患者的认知障碍与健康结局:一项系统评价与荟萃分析
Clin Kidney J. 2025 May 19;18(6):sfaf150. doi: 10.1093/ckj/sfaf150. eCollection 2025 Jun.
2
Mortality Risk Prediction Models for People With Kidney Failure: A Systematic Review.肾衰竭患者的死亡风险预测模型:一项系统评价。
JAMA Netw Open. 2025 Jan 2;8(1):e2453190. doi: 10.1001/jamanetworkopen.2024.53190.
3
Machine learning-based prediction models in medical decision-making in kidney disease: patient, caregiver, and clinician perspectives on trust and appropriate use.
基于机器学习的预测模型在肾脏疾病医疗决策中的应用:患者、护理人员及临床医生对信任及合理使用的看法
J Am Med Inform Assoc. 2025 Jan 1;32(1):51-62. doi: 10.1093/jamia/ocae255.
4
Communicating health risk in chronic kidney disease: a scoping review.慢性肾脏病中健康风险的沟通:一项范围综述
J Nephrol. 2025 Jan;38(1):101-110. doi: 10.1007/s40620-024-02098-0. Epub 2024 Nov 8.
5
PTH may predict early mortality in incident patients on hemodialysis: results from a large cohort.甲状旁腺激素(PTH)可能预测血液透析初治患者的早期死亡率:一项大型队列研究结果
Int Urol Nephrol. 2025 Feb;57(2):545-551. doi: 10.1007/s11255-024-04188-1. Epub 2024 Sep 2.
6
Enhancing Clinical Decision Support in Nephrology: Addressing Algorithmic Bias Through Artificial Intelligence Governance.增强肾脏病学临床决策支持:通过人工智能治理解决算法偏差。
Am J Kidney Dis. 2024 Dec;84(6):780-786. doi: 10.1053/j.ajkd.2024.04.008. Epub 2024 Jun 6.
7
Development of a prognostic risk score to predict early mortality in incident elderly Japanese hemodialysis patients.建立预测日本老年血液透析患者早期死亡率的预后风险评分模型。
PLoS One. 2024 Apr 11;19(4):e0302101. doi: 10.1371/journal.pone.0302101. eCollection 2024.
8
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.
9
Risk factors for short-term all-cause mortality in patients with end stage renal disease: a scoping review.终末期肾病患者短期全因死亡率的风险因素:范围综述。
BMC Nephrol. 2024 Feb 27;25(1):71. doi: 10.1186/s12882-024-03503-3.
10
Coronary sinus diameter to estimate congestion and predict survival.用冠状窦直径评估充血情况并预测生存率。
Int J Cardiol Heart Vasc. 2023 Nov 8;49:101294. doi: 10.1016/j.ijcha.2023.101294. eCollection 2023 Dec.