Evidence map›Paper›PMID 41867458›Full record

ArticleJournal of inflammation research2026

Integrated Multi-Omics Analysis Reveals IRF1-Driven Microglial PANoptosis via ZBP1 in Spinal Cord Injury.

Xiongjie Xu, Song Chen, Shichao Liu, Yinqing Wang, Chunhua Wang, Risheng Liang

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. 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

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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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Xiongjie Xu *Department of Neurosurgery, Fujian Medical University Union Hospital, Fujian, People's Republic of China.
Song Chen *Department of Neurosurgery, Fujian Medical University Union Hospital, Fujian, People's Republic of China.
Shichao Liu *Department of Neurosurgery, Fujian Medical University Union Hospital, Fujian, People's Republic of China.ORCID 0009-0005-7339-6952
Yinqing WangDepartment of Neurosurgery, Fujian Medical University Union Hospital, Fujian, People's Republic of China.
Chunhua WangDepartment of Neurosurgery, Fujian Medical University Union Hospital, Fujian, People's Republic of China.
Risheng LiangDepartment of Neurosurgery, Fujian Medical University Union Hospital, Fujian, People's Republic of China.ORCID 0000-0002-9796-5831

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Spinal cord injury (SCI) is a devastating condition with high disability rates. In the secondary injury phase, activated microglia play a central role by mediating the inflammatory response. Notably, pro-inflammatory forms of programmed cell death, including PANoptosis, can exacerbate inflammatory cascade. Although microglia-driven inflammation is well-characterized in SCI, it remains unclear whether microglia undergo PANoptosis. Furthermore, potential therapeutic agents targeting this specific process remain to be discovered in SCI. Methods: We performed an integrated analysis of bulk RNA-seq and scRNA-seq to investigate the heterogeneity of programmed cell death and PANoptosis across different cell types. Candidate genes associated with high PANoptosis activity scores were identified using correlation analysis. Furthermore, four machine learning algorithms were applied to screen for core genes. By combining transcription factor (TF) activity prediction and Chip-atlas database analysis, we identified TFs that potentially regulate PANoptosis. Validation experiments were conducted at each analytical stage using animal and cellular models. Results: Pyroptosis, apoptosis, and necroptosis, were persistently upregulated following SCI. Notably, the PANoptosis pathway was significantly enriched and predominantly localized to microglia. Further investigation identified ZBP1 as prominently upregulated PANoptosome sensor associated with microglial PANoptosis. Moreover, IRF1 was found to be enriched at the promoter region of Conclusion: These findings highlight the IRF1-ZBP1 axis as a regulatory mechanism of PANoptosis in microglia following SCI and suggest it as a potential therapeutic target to modulate neuroinflammation.

Indexed as

interferon regulatory factor 1neuroinflammationprogrammed cell deathspinal cord injuryZ-DNA binding protein 1

Identifiers

PMID41867458
PMCPMC13003968

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