Evidence map›Paper›PMID 41711229›Full record

ArticleESC heart failure2026

The adjusted ferritin inflammation index: a novel metric for predicting mortality in heart failure with reduced and mildly reduced ejection fraction.

Çetin Alak, Şükrü Çiriş, Furkan Fatih Yurdalan, Fazil Çağrı Hunutlu, Zeynep Kumral, Tunay Şentürk

Abstract read
In one paragraph

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

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

6 authors.

Çetin AlakDepartment of Cardiology, Faculty of Medicine, Bursa Uludag University, Bursa, Turkey.ORCID 0000-0003-1875-2078
Şükrü ÇirişDepartment of Cardiology, Gaziantep State Hospital, Gaziantep, Turkey.ORCID 0009-0006-7891-0794
Furkan Fatih YurdalanDepartment of Cardiology, Faculty of Medicine, Bursa Uludag University, Bursa, Turkey.
Fazil Çağrı HunutluDivision of Hematology, Department of Internal Medicine, Faculty of Medicine, Bursa Uludag University, Bursa, Turkey.ORCID 0000-0002-4991-9830
Zeynep KumralDepartment of Cardiology, Unye State Hospital, Ordu, Turkey.ORCID 0000-0003-2422-9363
Tunay ŞentürkDepartment of Cardiology, Faculty of Medicine, Bursa Uludag University, Bursa, Turkey.ORCID 0000-0001-9031-9039

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionIron deficiency is a prevalent comorbidity in patients with heart failure (HF) and is associated with adverse outcomes. Traditional markers such as ferritin and transferrin saturation may be misleading due to the confounding impact of systemic inflammation. This study aimed to develop and validate the Adjusted Ferritin Inflammation Index (AFII), a novel composite score integrating ferritin/C-reactive protein (CRP) ratio and albumin levels, to improve mortality risk stratification in HF patients.

methodsThis retrospective cohort study included 322 patients with HF and reduced or mildly reduced ejection fraction (HF with reduced ejection fraction: left ventricular ejection fraction ≤40%; HF with mildly reduced ejection fraction: left ventricular ejection fraction 41%-49%). Patients were evaluated for iron parameters between January 2017 and September 2023. Laboratory values (ferritin, CRP, and albumin) were obtained at admission for inpatients or at the first outpatient evaluation. Baseline characteristics were compared between survivors and deceased patients. Adjusted Ferritin Inflammation Index was derived using logistic regression and calculated as: AFII = (Albumin × -0.168) + (Ferritin/CRP × -0.012) + 6.958. The score was log-transformed (Base 2), and the optimal cut-off (2.1) was determined via receiver-operating characteristic curve analysis. Mortality predictors were assessed using Cox regression, and survival differences were analysed with Kaplan-Meier curves.

resultsDuring a median follow-up of 41 months, 106 patients (32.9%) died. In multivariate Cox regression, AFII ≥ 2.1 independently predicted mortality (hazard ratio: 2.155; 95% confidence interval: 1.361-3.412; P = .001), along with New York Heart Association (NYHA) class, sodium, brain natriuretic peptide, and smoking. Ferritin and transferrin saturation were not associated with survival (P = .733 and P = .790, respectively). The AFII showed superior predictive performance [area under the curve (AUC): 0.713] compared with ferritin/CRP (AUC: 0.438) and albumin (AUC: 0.694). Kaplan-Meier analysis showed significantly reduced survival in patients with AFII ≥ 2.1 across the overall cohort (3-year survival: 54.9% vs 84.6%).

conclusionAdjusted Ferritin Inflammation Index is a novel inflammation-adjusted metric that independently predicts mortality in HF with reduced ejection fraction/HF with mildly reduced ejection fraction patients and outperforms traditional iron markers. Its use may enhance risk stratification and inform future strategies for iron deficiency management in HF.

Indexed as

AFII (Adjusted Ferritin Inflammation Index)BiomarkersFerritinHeart failureInflammationMortality

Identifiers

PMID41711229
PMCPMC13108301

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.