Evidence map›Paper›PMID 41079588›Full record

ArticleFrontiers in cardiovascular medicine2025

Elevated novel inflammatory markers in heart failure patients are associated with increased risk of adverse outcomes within one year: insights from a longitudinal study.

Zeng Zhao, Chunmei Yuan, Ting Lan, Feng Liu, Guobin Liu, Yuping He, Jing Li, Xingjun Liu

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Article in Frontiers in cardiovascular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Zeng ZhaoDepartment of Cardiology, Jintang County First People's Hospital, Chengdu, China.
Chunmei YuanDepartment of Cardiology, Jintang County First People's Hospital, Chengdu, China.
Ting LanDepartment of Cardiology, Jintang County First People's Hospital, Chengdu, China.
Feng LiuDepartment of Cardiology, Jintang County First People's Hospital, Chengdu, China.
Guobin LiuDepartment of Cardiology, Jintang County First People's Hospital, Chengdu, China.
Yuping HeDepartment of Cardiology, Jintang County First People's Hospital, Chengdu, China.
Jing LiDepartment of Cardiology, Sichuan Science City Hospital, Mianyang, China.
Xingjun LiuDepartment of Cardiology, Jintang County First People's Hospital, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Inflammation has been widely recognized as a key contributor to the pathogenesis of numerous diseases, including cardiovascular disorders. This study aims to investigate the associations between different novel inflammatory markers and adverse outcomes within one year in patients with HF, and to identify the most effective predictor. Methods: Three inflammatory markers-Systemic Inflammatory Response Index (SIRI), Systemic Immune-Inflammatory Index (SII), and Neutrophil-to-Lymphocyte Ratio (NLR)-were evaluated. Cox regression analysis was performed to examine their associations with adverse outcomes within one year. Kaplan-Meier (KM) survival analysis was used to estimate the cumulative risk of adverse events. Additionally, receiver operating characteristic (ROC) curves, time-dependent ROC curves, and C statistics were applied to compare the predictive performance of these markers. Results: All three inflammatory markers were significantly associated with adverse one-year outcomes in HF patients. For each one standard deviation increase in SIRI, SII, and NLR, the risk of re-hospitalization increased by 45.5%, 54.9%, and 63.7%, respectively, while the risk of death increased by 63.8%, 70.1%, and 92.9%, respectively. ROC analysis indicated that SIRI had superior predictive performance compared with SII and NLR, and time-dependent ROC results further confirmed its stronger prognostic value. Conclusion: This study demonstrate that several novel inflammatory markers are strongly associated with adverse one-year outcomes in HF patients. Comparative analysis revealed that SIRI provides the most robust predictive performance, highlighting its potential as a valuable clinical tool for monitoring and risk stratification in HF management.

Indexed as

cardiovascular diseasesdeathheartfailureinflammatoryMarkersre-hospitalization

Identifiers

PMID41079588
PMCPMC12507900

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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 OpenQuestion graph.