The immune dysregulation landscape and dynamic regulation of competing endogenous RNAs in spinal cord injury.
Overview
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
- Guangxi Medical University, Nanning, Guangxi, China
- Department of Rehabilitation Medicine, Guigang City People's Hospital, Guigang, Guangxi, China
- Department of Joint Surgery and Geriatric Orthopedics, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
- Guangxi Key Laboratory for Preclinical and Translational Research on Bone and Joint Degenerative Diseases, Baise, China
Abstract
Background: Spinal cord injury (SCI) triggers a complex secondary injury cascade that critically limits neural repair. Although microRNAs have been implicated in post-SCI inflammation and neural regeneration, the key competing endogenous RNA (ceRNA) network regulating immune dysregulation remains unclear.
Methods: Peripheral blood miRNA data from six SCI patients and six healthy controls were combined with peripheral blood mRNA expression profiles from the GEO dataset (GSE151371) to identify differentially expressed miRNAs and mRNAs. Characteristic miRNAs were screened using LASSO and SVM-RFE machine learning algorithms, with core miRNAs subsequently validated via receiver operating characteristic (ROC) analysis. Their target mRNAs were predicted and validated, enabling the construction of a ceRNA regulatory network. Concurrent immune infiltration analysis was performed. WGCNA was applied to the core mRNAs to define immune-related co-expression modules and conduct functional enrichment. Furthermore, SCI samples were classified into two molecular subtypes with distinct immune microenvironments. Finally, RT−qPCR was used to quantify the expression of core miRNAs in validation cohorts, and functional experiments (CCK-8 and Transwell assays) were performed in C8-D1A astrocytes to assess the roles of selected miRNAs in cell proliferation and migration.
Results: Six differentially expressed miRNAs were identified in SCI patients: four upregulated (hsa-miR-3680-5p, hsa-miR-410-3p, hsa-miR-6883-3p, hsa-miR-4508) and two downregulated (hsa-miR-3685, hsa-miR-6798-3p). ROC analysis verified the robust diagnostic value of these core miRNAs, with AUC > 0.85. RT-qPCR validation confirmed these expression patterns in the blood of SCI patients, consistent with bioinformatics predictions, p < 0.05. Their common targets (KLHL3, PRKCH, BACH2, MAP2K6, SIPA1L2) showed opposite expression patterns. WGCNA revealed immune-related modules enriched in T/
Conclusion: We constructed an immune-related ceRNA network in SCI, identifying six core miRNAs that regulate immune pathways and astrocyte-macrophage interactions. These findings provide new insights into SCI pathogenesis and potential therapeutic targets.
Reproduced under the paper's license (CC BY), from the paper cited above.
Code
The paper links to its data, not to its authors' code: see the Data section.
Tracing map
A tracing map links a paper to the code its authors published: this paper has none, so it has no map.
Data
Data links
- ncbi.nlm.nih.gov/
geo , NCBI; found in the text, “Differential expression analysis of miRNAs and…”
Data availability statement
The raw data supporting the conclusions of this article will be made available by the corresponding authors on request.
Reproduced under the paper's license (CC BY), from the paper cited above.
Versions
The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.
Version 1, 28 September 2026: the first record
Recorded: type, language, journal, volume, pages, dates, 11 authors, 5 keywords, 15 MeSH terms, 57 references.
Cite
This paper
Yao, Y., Guo, W., Cai, X., Gui, Y., Yao, J., Lu, Y., Liang, Y., Wang, W., Tan, Z., Zhang, J., & Xu, J. (2026). The immune dysregulation landscape and dynamic regulation of competing endogenous RNAs in spinal cord injury. Frontiers in immunology, 17, 1774995. https://
BibTeX
@article{yao2026immune,
author = {Yao, Yuxuan and Guo, Wenliang and Cai, Xingyun and Gui, Yuchang and Yao, Jingzhi and Lu, Yuting and Liang, Yuxin and Wang, Wenshu and Tan, Zhibiao and Zhang, Jinxiang and Xu, Jianwen},
title = {{The immune dysregulation landscape and dynamic regulation of competing endogenous RNAs in spinal cord injury}},
journal = {Frontiers in immunology},
year = {2026},
month = may,
volume = {17},
pages = {1774995},
publisher = {Frontiers Media SA},
issn = {1664-3224},
doi = {10.3389/
url = {https://
pmid = {42183235},
pmcid = {PMC13189784}
}
RIS
TY - JOUR
AU - Yao, Yuxuan
AU - Guo, Wenliang
AU - Cai, Xingyun
AU - Gui, Yuchang
AU - Yao, Jingzhi
AU - Lu, Yuting
AU - Liang, Yuxin
AU - Wang, Wenshu
AU - Tan, Zhibiao
AU - Zhang, Jinxiang
AU - Xu, Jianwen
TI - The immune dysregulation landscape and dynamic regulation of competing endogenous RNAs in spinal cord injury
T2 - Frontiers in immunology
J2 - Front Immunol
PY - 2026
DA - 2026/
VL - 17
SP - 1774995
SN - 1664-3224
PB - Frontiers Media SA
DO - 10.3389/
UR - https://
LA - en
ER -
CSL-JSON
{
"id": "10.3389/
"type": "article-journal",
"title": "The immune dysregulation landscape and dynamic regulation of competing endogenous RNAs in spinal cord injury",
"container-title": "Frontiers in immunology",
"author": [
{
"family": "Yao",
"given": "Yuxuan"
},
{
"family": "Guo",
"given": "Wenliang"
},
{
"family": "Cai",
"given": "Xingyun"
},
{
"family": "Gui",
"given": "Yuchang"
},
{
"family": "Yao",
"given": "Jingzhi"
},
{
"family": "Lu",
"given": "Yuting"
},
{
"family": "Liang",
"given": "Yuxin"
},
{
"family": "Wang",
"given": "Wenshu"
},
{
"family": "Tan",
"given": "Zhibiao"
},
{
"family": "Zhang",
"given": "Jinxiang"
},
{
"family": "Xu",
"given": "Jianwen"
}
],
"container-title-short":
"volume": "17",
"page": "1774995",
"DOI": "10.3389/
"PMID": "42183235",
"PMCID": "PMC13189784",
"ISSN": "1664-3224",
"publisher": "Frontiers Media SA",
"URL": "https://
"language": "en",
"issued": {
"date-parts": [
[
2026,
5,
7
]
]
}
}
Similar papers
The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.
- [1] doi:10.1007/s12035-026-05792-1
- Identification and Experimental Validation of Biomarkers Associated with PI3K/
AKT Signaling Pathway in Spinal Cord Injury. Journal: Molecular neurobiologyIn common: other condition, 3 references - [2] doi:10.2147/jir.s633117 [code]
- Single-Nucleus Transcriptomic Mapping Reveals Correlative Microglial Changes Associated with rTMS in the Motor Cortex After Spinal Cord Injury.Journal: Journal of inflammation researchIn common: genetics / omics, other condition, cellular / molecular, 1 reference
- [3] doi:10.3390/ijms27083598
- Decoding Prognostic Signatures in Brain Metastatic Non-Small-Cell Lung Cancer via Integrated Multi-Omics and Network Analysis.Journal: International journal of molecular sciencesIn common: genetics / omics, other condition, 1 reference
- [4] doi:10.3390/ijms27135711
- Role of Supraspinal Neuroinflammation in Chronic Pain After Experimental Spinal Cord Injury-A Systematic Review.Journal: International journal of molecular sciencesIn common: other condition, cellular / molecular, 1 reference
- [5] doi:10.1002/cns.70834
- Wnt5a-Induced Exosomes From Bone Marrow Mesenchymal Stem Cells Promote Spinal Cord Injury Repair by Modulating Immune Cell Phenotypes and Alleviating Neuroinflammation via the NF-κB Pathway.Journal: CNS neuroscience & therapeuticsIn common: other condition, cellular / molecular, 1 reference
- [6] doi:10.1126/sciadv.aea2882
- Time-dependent adaptations of damaged neurons and their microenvironment in the regenerating adult zebrafish spinal cord.Journal: Science advancesIn common: other condition, cellular / molecular, 1 reference
- [7] doi:10.1038/s41467-026-75877-x
- Structure of NHE6 and its lipid-mediated interactions regulating endosomal pH.Journal: Nature communicationsIn common: cellular / molecular, 1 reference
- [8] doi:10.1172/jci197345
- Catecholamine-mediated release of miR-133a-3p from adipocytes regulates the onset of chronic primary pain.Journal: The Journal of clinical investigationIn common: cellular / molecular, 1 reference
- [9] doi:10.1186/s40478-026-02228-8
- microRNA-132 attenuates inflammation in induced pluripotent stem cell-derived microglia from Alzheimer's disease patients.Journal: Acta neuropathologica communicationsIn common: cellular / molecular, 1 reference
- [10] doi:10.1038/s41467-026-75273-5 [code]
- Spinal cord regeneration deploys cell-type specific developmental and non-developmental strategies to restore neuron diversity.Journal: Nature communicationsIn common: other condition, 1 reference
Contribute
The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.
Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.
Claim this paper
Correct its record
Say what each link of this record is, remove the ones that are not the paper's, add the ones that are missing. The correction becomes a new version of the record, in its Versions section.
Request its removal
To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).
Discussion, reproductions, activity
Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.
Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.
Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.
