Evidence map›Paper›PMID 41377197›Full record

ArticleJournal of inflammation research2025

Cuproptosis and Immune Microenvironment Interplay in Temporal Lobe Epilepsy: Identification of Key Molecular Signatures and Therapeutic Targets.

Weida Li, Qi Guo, Xinxin Li, Limin Huang, Haiyan Liu, Songyan Liu

Abstract read
In one paragraph

Article in Journal of inflammation research, 2025. 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

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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.

Weida LiDepartment of Neurology, China-Japan Union Hospital, Jilin University, Changchun, People's Republic of China.
Qi GuoDepartment of Neurology, China-Japan Union Hospital, Jilin University, Changchun, People's Republic of China.
Xinxin LiDepartment of Neurology, China-Japan Union Hospital, Jilin University, Changchun, People's Republic of China.
Limin HuangDepartment of Neurology, China-Japan Union Hospital, Jilin University, Changchun, People's Republic of China.ORCID 0009-0002-5486-3082
Haiyan LiuThe Key Laboratory of Pathobiology Ministry of Education, Department of Anatomy, College of Basic Medical Sciences, Jilin University, Changchun, 130061, People's Republic of China.ORCID 0000-0001-6871-8826
Songyan LiuDepartment of Neurology, China-Japan Union Hospital, Jilin University, Changchun, People's Republic of China.ORCID 0000-0003-0619-2755

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Temporal lobe epilepsy (TLE), the predominant drug-resistant focal epilepsy, involves neuroinflammation and neuronal hyperexcitability. Cuproptosis-a copper-dependent cell death pathway triggered by mitochondrial copper overload and lipoylated protein aggregation-remains unexplored in epilepsy. This study investigates its molecular basis, neuroinflammatory crosstalk, and therapeutic implications in TLE. Methods: Bulk RNA-seq and single-cell RNA-seq datasets from GEO were analyzed using weighted gene co-expression network analysis (WGCNA) and consensus clustering to stratify cuproptosis-associated TLE subtypes. Ten machine learning algorithms identified hub genes linked to cuproptosis-immune crosstalk. Experimental validation in a pilocarpine-induced TLE mouse model confirmed gene expression changes via Western blot and immunohistochemistry. Results: Two TLE subtypes were stratified: cuproptosis-related gene (CRG) -high with upregulated cuproptosis drivers, heightened macrophage/T-cell infiltration, and NF-κB-mediated neuroinflammation, and CRG-low exhibiting disrupted copper homeostasis. Hub genes (CD44, PDE5A, TUBA1A) linked cuproptosis to astrocyte-driven immune interactions, endothelial dysfunction, and neuronal stress. Single-cell analysis localized CD44 to astrocytes interacting with microglia, while PDE5A and TUBA1A correlated with blood-brain barrier leakage and neuronal hyperexcitability. Experimental validation confirmed decreased CD44 and elevated PDE5A/TUBA1A in TLE mice, aligning with seizure severity. Conclusion: This study firstly establishes cuproptosis as a mechanistic bridge between copper dysregulation and TLE pathology, driving neuroinflammation via NF-κB and neuronal-glial dysfunction. The CRG-based subtyping offers novel disease classification, while CD44, PDE5A, and TUBA1A emerge as therapeutic targets to mitigate copper-mediated neurotoxicity. These findings reposition cuproptosis as a key pathway in epilepsy, providing a roadmap for precision therapy in drug-resistant TLE.

Indexed as

cuproptosiscuproptosis-related genetemporal lobe epilepsy

Identifiers

PMID41377197
PMCPMC12687654

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