Evidence map›Paper›PMID 42751580›Full record

ArticleJournal of inflammation research2026

Joint Associations of High-Sensitivity C-Reactive Protein and Albumin with Incident Heart Failure: A Prospective Cohort Study.

Man Li, Yan-Xiu Wang, Wei-Guo Zheng, Bao-Hua Wang, Lu Guo, Li Zhang, Xiao-Xuan Wei, Peng Li, Shou-Ling Wu, Lixia Sun

Abstract read
In one paragraph

Article in Journal of inflammation research, 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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Man Li *Department of Emergency, The Affiliated Hospital of North China University of Science and Technology, Tangshan, 063000, People's Republic of China.
Yan-Xiu Wang *Department of Cardiology, Kailuan General Hospital, Tangshan, 063000, People's Republic of China.
Wei-Guo ZhengDepartment of Emergency, The Affiliated Hospital of North China University of Science and Technology, Tangshan, 063000, People's Republic of China.
Bao-Hua WangDepartment of Intensive Care Unit, The Affiliated Hospital of North China University of Science and Technology, Tangshan, 063000, People's Republic of China.
Lu GuoThe School of Public Health, North China University of Science and Technology, Tangshan, 063210, People's Republic of China.
Li ZhangDepartment of Emergency, The Affiliated Hospital of North China University of Science and Technology, Tangshan, 063000, People's Republic of China.
Xiao-Xuan WeiDepartment of Emergency, The Affiliated Hospital of North China University of Science and Technology, Tangshan, 063000, People's Republic of China.
Peng LiDepartment of Emergency, The Affiliated Hospital of North China University of Science and Technology, Tangshan, 063000, People's Republic of China.
Shou-Ling WuDepartment of Cardiology, Kailuan General Hospital, Tangshan, 063000, People's Republic of China.ORCID 0000-0001-7095-6022
Lixia SunDepartment of Emergency, The Affiliated Hospital of North China University of Science and Technology, Tangshan, 063000, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Although elevated high-sensitivity C-reactive protein (hs-CRP) and lower albumin (ALB) are each associated with increased heart failure (HF) risk, and inflammation and hypoalbuminemia are correlated in HF patients, evidence on their joint associations with incident HF is lacking. While C-reactive protein to albumin ratio (CAR) has been associated with HF, it shows no advantage over CRP alone. We therefore aimed to examine the independent and joint associations of hs-CRP and ALB with incident HF and to compare their predictive value with CAR. Methods: In this prospective observational cohort study, we included 61,488 participants from the Kailuan Study without HF at baseline. hs-CRP and ALB were measured in 2010, and participants were stratified into four groups according to hs-CRP (<2 or ≥2 mg/L) and ALB (<46.1 or ≥46.1 g/L), with 46.1 g/L representing the cohort median. Incident HF was identified through hospital records and insurance data. Cox models estimated hazard ratios (HRs), and predictive performance was assessed using the C-index, Net Reclassification Improvement (NRI), and Integrated Discrimination Improvement (IDI). Results: Over 11.3 years of follow-up, 1444 participants (2.35%) developed HF. Significant additive interactions were observed between hs-CRP, ALB, and HF risk. Compared with normal hs-CRP and above-median ALB, elevated hs-CRP and below-median ALB were associated with a 2.01-fold higher HF risk (HR 2.01, 95% CI 1.73-2.34). Among the evaluated models, the model incorporating the joint hs-CRP-ALB classification had the highest numerical C-index (0.7803). Compared with the fully adjusted model, the NRI and IDI were 0.2496 and 0.0012, respectively. Conclusion: Hs-CRP and ALB are independently and jointly associated with HF risk.

Indexed as

albuminc-reactive protein to albumin ratioheart failurehigh-sensitivity c-reactive proteininflammationrisk factorssynergistic effect

Identifiers

PMID42751580
PMCPMC13580440

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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.