Evidence map›Paper›PMID 42099634›Full record

ArticleFrontiers in immunology2026

Ferroptosis-associated myeloid cell heterogeneity and inflammatory amplification following spinal cord injury.

Jian Zhang, Song Wang, Minghang Zhang, Han Qin, Weiliang Wu, Guoliang Chen, Genlong Jiao

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

7 authors.

Jian Zhang *Dongguan Key Laboratory of Central Nervous System Injury and Repair/Dongguan Institute of Spine and Spinal Cord Injury, The Sixth Affiliated Hospital of Jinan University (Dongguan), Dongguan, China.
Song Wang *Dongguan Key Laboratory of Central Nervous System Injury and Repair/Dongguan Institute of Spine and Spinal Cord Injury, The Sixth Affiliated Hospital of Jinan University (Dongguan), Dongguan, China.
Minghang Zhang *Dongguan Key Laboratory of Central Nervous System Injury and Repair/Dongguan Institute of Spine and Spinal Cord Injury, The Sixth Affiliated Hospital of Jinan University (Dongguan), Dongguan, China.
Han QinDongguan Key Laboratory of Central Nervous System Injury and Repair/Dongguan Institute of Spine and Spinal Cord Injury, The Sixth Affiliated Hospital of Jinan University (Dongguan), Dongguan, China.
Weiliang WuDepartment of Orthopedic Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Guoliang ChenDepartment of Orthopedic Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Genlong JiaoDongguan Key Laboratory of Central Nervous System Injury and Repair/Dongguan Institute of Spine and Spinal Cord Injury, The Sixth Affiliated Hospital of Jinan University (Dongguan), Dongguan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Spinal cord injury (SCI) causes severe and persistent neurological dysfunction. Ferroptosis has been implicated in multiple neurological disorders, but its contribution to SCI and its relationship to myeloid-cell responses, inflammatory amplification and disturbed iron homeostasis remain unclear. Methods: We integrated public bulk RNA-sequencing and single-cell RNA-sequencing datasets with experiments in a rat SCI model to define ferroptosis-associated changes across the molecular, cellular and tissue levels. Differential expression, pathway enrichment, co-expression and protein-protein interaction analyses, pseudotime inference and cell-cell communication modelling were used to identify candidate molecules and relevant myeloid subpopulations, followed by qPCR, western blotting and immunofluorescence validation. Results: Ferroptosis-associated molecular alterations in SCI showed marked temporal dynamics and remained embedded within pathological networks linked to inflammation, oxidative stress and hypoxic responses. Single-cell analysis indicated that these signals were concentrated primarily in myeloid cells, particularly the HMOX1-high M1a and M1b subclusters. Pseudotime and cell-cell communication analyses further suggested that these subpopulations progress along a continuous trajectory towards inflammation-amplifying states and may influence the local microenvironment through MIF, TGFβ, PTN and CD99 signalling. Animal experiments further showed that sustained inflammatory activation occurs in parallel with dysregulation of ferroptosis-associated molecules, accompanied by local myeloid-cell activation and enhanced HMOX1-associated stress responses. Conclusions: In SCI, ferroptosis-associated signals appear to be concentrated within HMOX1-associated myeloid subpopulations and may be sustained through cell-state reprogramming and intercellular signaling networks. HMOX1 emerges as a candidate hub linking disturbed iron handling, ferroptosis and myeloid inflammatory remodeling.

Indexed as

FerroptosisInflammationMyeloid CellsSpinal Cord InjuriesAnimalsCell CommunicationDisease Models, AnimalFemaleHeme Oxygenase-1RatsSignal TransductionHeme Oxygenase-1bioinformaticsferroptosisHMOX1inflammatory microenvironmentmacrophages/microgliaspinal cord injury

Identifiers

PMID42099634
PMCPMC13143767

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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.