Evidence map›Paper›PMID 42035023›Full record

ArticleBMC nephrology2026

Association between frailty and MACE and all-cause mortality in Chinese maintenance haemodialysis patients: a retrospective cohort study.

Jinping Ying, Linglin Chen, Jia Liang, Liuqian Zhang, Junshuang Ye, Huimin Bao, Jiayu Zhu, Yujiao Zhang, Genlian Cai, Ping Zhang

Abstract read
In one paragraph

Article in BMC nephrology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

10 authors.

Jinping Ying *Department of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Linglin Chen *Department of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Jia LiangDepartment of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Liuqian ZhangDepartment of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Junshuang YeDepartment of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Huimin BaoDepartment of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Jiayu ZhuDepartment of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Yujiao ZhangDepartment of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China.
Genlian CaiDepartment of Nursing, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China. 1608203@zju.edu.cn.ORCID 0000-0001-7478-1100
Ping ZhangKidney Disease Center, The First Affiliated Hospital, Zhejiang University School of Medicine, No.79 Qingchun Road, Shangcheng District, Hangzhou, Zhejiang Province, 310003, China. 1194076@zju.edu.cn.ORCID 0000-0002-9538-8743

Funding

the Discipline Construction Project Fund for Nursing Research FAHZU- No. 2025ZYHL24the Zhejiang Medical and Health Science and Technology Plan Project 2024KY1007the Zhejiang Provincial Medical Association Special Fund for Clinical Medical Research 2025ZYC-A06
6 · The paper itself

Abstract

backgroundFrailty is common among patients undergoing maintenance haemodialysis (MHD) and is linked to multiple adverse outcomes, including increased mortality. However, large-scale cohort studies in China on the associations between frailty and major adverse cardiovascular events (MACE) as well as all-cause mortality in patients undergoing haemodialysis are lacking. This study aimed to investigate the associations between frailty and MACE and all-cause mortality in this population.

methodsThis single-centre retrospective cohort study enrolled patients on haemodialysis at the First Affiliated Hospital, Zhejiang University School of Medicine, from August 2020 to December 2021, with follow-up until August 31, 2025. Frailty status was assessed using the Fried Frailty Scale. Endpoints included the occurrence of all-cause mortality and MACE. A competing risk model was used to examine the associations between frailty and both MACE and all-cause mortality. Additionally, multidimensional sensitivity analyses were performed to assess the robustness of the findings.

resultsThis study encompassed a cohort of 810 patients undergoing maintenance haemodialysis (MHD). The cumulative incidence of major adverse cardiovascular events (MACE) over five years was 33.0% (95% CI: 26.1-39.8%), while the cumulative incidence of all-cause mortality was 61.0% (95% CI: 53.4-68.7%). Both incidences were significantly elevated in the frail patient group compared to their non-frail counterparts (P < 0.001). Following multivariable adjustment, the Fine-Gray competing risk model revealed that frail patients exhibited a 4.96-fold increased risk of MACE (95% CI: 2.50-9.85; P < 0.001) and a 3.35-fold increased risk of all-cause mortality (95% CI: 2.10-5.35; P < 0.001), underscoring a significant positive association. Sensitivity analyses corroborated that frailty remained significantly associated with both MACE and all-cause mortality.

conclusionFrailty demonstrated a significant correlation with an increased risk of MACE and all-cause mortality in patients undergoing MHD, with the risk escalating in a linear manner in accordance with the severity of frailty.

Indexed as

Cardiovascular DiseasesFrailtyKidney Failure, ChronicRenal DialysisAgedCause of DeathChinaEast Asian PeopleFemaleHumansMaleMiddle AgedRetrospective StudiesRisk FactorsAll-cause mortalityFrailtyMaintenance haemodialysisMajor adverse cardiovascular events

Identifiers

PMID42035023
PMCPMC13270770

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.