Evidence map›Paper›PMID 42007782›Full record

ArticleClinical cardiology2026

Prognostic Value of Cystatin C Across Ejection Fraction Spectrum in Heart Failure With Normal to Mild Renal Dysfunction Original Investigation.

Lyu Lyu, Juan Xu, Qiang Yang, Yun Wei, Benchuan Hao, Hongbin Liu

Abstract read
In one paragraph

Article in Clinical cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Lyu LyuDepartment of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
Juan XuDepartment of General Surgery, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, China.
Qiang YangDepartment of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Yun WeiDepartment of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Benchuan HaoDepartment of Cardiology, The Ninth Medical Center, Chinese PLA General Hospital, Beijing, China.
Hongbin LiuDepartment of Cardiology, The Second Medical Center, Chinese PLA General Hospital, Beijing, China.

Funding

the Special Project of Health Care 22BJZ26
6 · The paper itself

Abstract

backgroundCystatin C (CysC)'s predictive utility for long-term adverse outcomes in heart failure (HF) patients with normal to mild renal insufficiency remains unclear. This study investigates the relationship between CysC and adverse outcomes in HF patients across the whole ejection fraction (EF) spectrum with normal to mild renal insufficiency.

methodsIn this single-center cohort study, 637 HF patients with normal to mild renal insufficiency were categorized into reduced EF (HFrEF), mid-range EF (HFmrEF), and preserved EF (HFpEF) groups. Associations between natural log unit (CysC) and risks of all-cause mortality and HF rehospitalization were examined using Cox regression models. C-index, IDI, and NRI assessed the incremental prognostic value.

resultsOver a follow-up of 9.4 years, 271 patients died, and 330 were rehospitalized for HF. Multivariate Cox regression analysis indicated significant associations between elevated CysC levels and increased risks of all-cause mortality (HR = 1.99, 95% CI: 1.57-2.54) and HF rehospitalization (HR = 1.95, 95% CI: 1.57-2.42) across all patients. HR's for all-cause mortality observed for HFmrEF (HR 4.73, 95% CI: 2.08-10.74) and HFrEF (HR 15.11, 95% CI: 6.24-36.60) were higher compared to those for HFpEF patients (HR = 1.48, 95% CI 0.98-2.23), and CysC showed less prognostic impact on all-cause mortality in HFpEF patients. Including CysC in the MAGGIC risk score-based model provided additional prognostic value for all subjects, even with N-terminal pro-brain natriuretic peptide (NT-proBNP) levels added.

conclusionsCysC is an independent risk factor for adverse outcomes in HF patients across EF spectrum with normal to mild renal insufficiency. Integrating CysC into the MAGGIC risk score-based model enhances its prognostic capability for predicting adverse outcomes in the general HF population. Its prognostic effect on all-cause mortality is limited in HFpEF patients.

Indexed as

Cystatin CHeart FailureRenal InsufficiencyStroke VolumeVentricular Function, LeftAgedBiomarkersCause of DeathFemaleFollow-Up StudiesHumansMaleMiddle AgedPatient ReadmissionPredictive Value of TestsPrognosisBiomarkersCystatin Ccystatin Cheart failure with mid‐range ejection fractionheart failure with preserved ejection fractionheart failure with reduced ejection fractionthe Meta‐Analysis Global Group in Chronic Heart Failure Risk Score

Identifiers

PMID42007782
PMCPMC13094363

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