Evidence mapPaperPMID 42368847Full record

ArticleFrontiers in cardiovascular medicine2026

Immune-Inflammatory markers and heart failure incidence and mortality: a population-based longitudinal study.

Siqi Li, Jie Cai, Feiyang Zhao, Liangkai Chen, Xia Han, Xue Xiao, Hui Xiong, Jinfeng Yang

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Article in Frontiers in cardiovascular medicine, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Siqi Li *Cardiac Function Department, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China.
Jie Cai *Department of Public Health, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China.
Feiyang ZhaoDepartment of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Liangkai ChenDepartment of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Xia HanCardiac Function Department, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China.
Xue XiaoSchool of Medicine, Health Science Center, Wuhan University of Science and Technology, Wuhan, China.
Hui XiongCardiac Function Department, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China.
Jinfeng YangCardiac Function Department, Wuhan Wuchang Hospital, Wuchang Hospital Affiliated to Wuhan University of Science and Technology, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Inflammation is a crucial pathophysiological driver contributing to the initiation and perpetuation of heart failure (HF). This study conducted a rigorous comparison among six immune-inflammatory indices to evaluate their predictive role for HF incidence and subsequent mortality. Methods: We analyzed data from 415,263 participants free of HF and 1,952 patients with established HF from the UK Biobank. The markers assessed were the systemic immune-inflammation index (SII), systemic inflammation response index (SIRI), aggregate index of systemic inflammation (AISI), inflammatory burden index (IBI), C-reactive protein-albumin-lymphocyte (CALLY) index, and neutrophil-to-lymphocyte ratio (NLR). The outcomes were incident HF and all-cause mortality among HF patients. Results: Elevated levels of SII, SIRI, AISI, IBI, and NLR showed significant, dose-response relationships with an enhanced likelihood of HF events. The IBI demonstrated the strongest association, with participants in the highest quintile having an 86% higher risk of HF than those in the lowest quintile (HR 1.86, 95% CI: 1.75-1.97). Conversely, a higher CALLY was associated with a lower risk of HF (HR for Q5 vs. Q1: 0.56, 95% CI: 0.53-0.60). Among HF patients, SIRI, AISI, IBI, and NLR had a positive correlation with all-cause mortality, whereas the CALLY was associated with improved survival (HR 0.81, 95% CI: 0.70-0.94). ROC analyses confirmed that IBI provided the superior predictive accuracy for both incident HF and mortality. Conclusion: Immune-inflammatory markers are significant predictors of HF incidence and prognosis. The IBI emerged as the most robust biomarker, underscoring its utility for risk stratification in primary and secondary HF prevention.

Indexed as

heart failureimmune-inflammatory indexinflammationmortalityUK Biobank

Identifiers

PMID42368847
PMCPMC13293835

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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.