Evidence map›Paper›PMID 41859542›Full record

ArticleFrontiers in cardiovascular medicine2026

Multimodal evidence chain of iron overload, inflammation, and dysfunction: an integrated predictive model of early cardiac injury in pediatric transfusion-dependent

Panyan Zhou, Caili Li, Xiaomei Gao, Caifen Ye, Mufang Huang, Heng Zhang

Abstract read
In one paragraph

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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0citing papers in PubMed
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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

The trial behind it

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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

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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.

Panyan ZhouDepartment of Ultrasonic Imaging, Zhuhai People's Hospital (The Affiliated Hospital of Beijing Institute of Technology, Zhuhai Clinical Medical College of Jinan University), Zhuhai, China.
Caili LiDepartment of Ultrasonic Imaging, Zhuhai People's Hospital (The Affiliated Hospital of Beijing Institute of Technology, Zhuhai Clinical Medical College of Jinan University), Zhuhai, China.
Xiaomei GaoDepartment of Ultrasonic Imaging, Zhuhai People's Hospital (The Affiliated Hospital of Beijing Institute of Technology, Zhuhai Clinical Medical College of Jinan University), Zhuhai, China.
Caifen YeDepartment of Ultrasonic Imaging, Zhuhai People's Hospital (The Affiliated Hospital of Beijing Institute of Technology, Zhuhai Clinical Medical College of Jinan University), Zhuhai, China.
Mufang HuangDepartment of Hematology and Rheumatology, Zhuhai People's Hospital (The Affiliated Hospital of Beijing Institute of Technology, Zhuhai Clinical Medical College of Jinan University), Zhuhai, China.
Heng ZhangDepartment of Ultrasonic Imaging, Zhuhai People's Hospital (The Affiliated Hospital of Beijing Institute of Technology, Zhuhai Clinical Medical College of Jinan University), Zhuhai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Despite standardized transfusion and chelation therapy, children with transfusion-dependent Methods: A prospective cohort of 128 TDT children (3-16 years) underwent cardiac magnetic resonance (CMR) T2* imaging, echocardiography with global longitudinal strain (GLS), and measurement of circulating biomarkers including high-sensitivity cardiac troponin I (hs-cTnI), B-type natriuretic peptide (BNP), interleukin-6, and tumor necrosis factor-α. Children were classified into dysfunction and normal groups based on LVEF and GLS. Logistic regression identified predictors, and ROC analysis validated the integrated model. Results: The dysfunction group demonstrated reduced GLS, ventricular remodeling, elevated hs-cTnI and BNP, and significantly shorter T2* values compared with controls ( Conclusion: By linking iron overload, myocardial injury, inflammation, and structural dysfunction, this study proposes a clinically feasible integrated model for early cardiac risk detection in pediatric TDT. The approach supports precision monitoring and prevention of heart failure.

Indexed as

B-type natriuretic peptidecardiac dysfunctioniron overload mechanismtransfusion-dependent β-thalassemiatroponin I

Identifiers

PMID41859542
PMCPMC12996236

What Socratic holds

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Registered trials

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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.