Evidence map›Paper›PMID 41116042›Full record

ArticleClinical rheumatology2025

AIM2 as an Immunogenic Cell Death (ICD)-related hub gene in rheumatoid arthritis: identification and functional validation.

Jianfei Xu, Yisha Gong, Liang Ding, Yu Luo, Rongxuan Wang, Tingting Ren

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Article in Clinical rheumatology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

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4 · The record

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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.

Jianfei Xu *Department of Critical Care Medicine, Ningbo Hangzhou Bay Hospital, Ningbo, Zhejiang, China.ORCID http://orcid.org/0009-0008-4567-4005
Yisha Gong *Department of Critical Care Medicine, Ningbo Hangzhou Bay Hospital, Ningbo, Zhejiang, China.ORCID http://orcid.org/0009-0007-9652-1597
Liang DingDepartment of Orthopedics, Shanghai Fengxian District Central Hospital, Southern Medical University Affiliated Fengxian Hospital, Shanghai, 201400, China.ORCID http://orcid.org/0000-0002-6863-8700
Yu LuoDepartment of Critical Care Medicine, Ningbo Hangzhou Bay Hospital, Ningbo, Zhejiang, China.ORCID http://orcid.org/0009-0004-8631-5181
Rongxuan WangDepartment of Critical Care Medicine, Ningbo Hangzhou Bay Hospital, Ningbo, Zhejiang, China.ORCID http://orcid.org/0009-0003-3055-440X
Tingting RenDepartment of Critical Care Medicine, Ningbo Hangzhou Bay Hospital, Ningbo, Zhejiang, China. rentticu@163.com.ORCID http://orcid.org/0009-0002-6773-5522

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

INTRODUCTION/

objectivesRheumatoid arthritis (RA) is a chronic autoimmune disorder characterized by joint inflammation and immune dysregulation. Immunogenic cell death (ICD), which activates adaptive immunity, plays key roles in both cancerous and non-cancerous conditions. This study investigated the molecular association between ICD-related genes and RA, identified hub genes linked to pathogenesis, and explored their diagnostic and therapeutic potential.

methodDifferentially expressed genes (DEGs) in RA were identified using the limma R package. Weighted gene co-expression network analysis (WGCNA) was applied to detect RA-associated gene modules. ICD-related genes were systematically curated from published literature. Hub genes were screened via least absolute shrinkage and selection operator (LASSO) and support vector machine-recursive feature elimination (SVM-RFE) algorithms, while their diagnostic value was evaluated by logistic regression. Spearman's rank correlation analyzed associations with immune cell infiltration and pathways. Immunohistochemistry (IHC) validated hub gene expression in synovial tissues from RA patients and healthy controls. Functional experiments, including AIM2 knockdown in RA synovial fibroblasts (SFs), assessed its effects on apoptosis and inflammation.

resultsAIM2 and ENTPD1 were identified as ICD-related hub genes in RA. Logistic regression confirmed their high diagnostic accuracy (AUC > 0.95) and revealed significant correlations with immune cell infiltration (e.g., CD4 + T cells) and immune pathways (e.g., NF-κB signaling). IHC validation demonstrated significantly elevated expression of AIM2 and ENTPD1 in RA synovial tissues versus controls (P < 0.001). Functional experiments showed that AIM2 inhibition promoted apoptosis in RA-SFs and downregulated pro-inflammatory biomarkers (MMP-3, MMP-13, ADAMTS-5) and anti-apoptotic protein Bcl-2.

conclusionsAIM2 and ENTPD1 were validated as ICD-related hub genes in RA. AIM2 inhibition induced apoptosis in RA SFs and reduced inflammatory factors, suggesting its therapeutic potential. Key Points • AIM2 as a Novel Hub Gene in RA Pathogenesis. • AIM2 has demonstrated high diagnostic accuracy (AUC > 0.95) in  distinguishing RA patients from controls, highlighting its potential as a  biomarker. • Inhibition of AIM2 in synovial fibroblasts (SFs) reduced inflammatory markers, promoted apoptosis, and suppressed cell proliferation, suggesting its role in RA progression. • Targeting AIM2 may offer a novel strategy to modulate synovial inflammation and joint destruction in RA.

Indexed as

Arthritis, RheumatoidCell DeathDNA-Binding ProteinsApoptosisFibroblastsGene Expression ProfilingGene Regulatory NetworksHumansSynovial MembraneAIM2 protein, humanDNA-Binding ProteinsCharacterizationImmunogenic cell deathPredictive biomarkerPrognosisRheumatoid arthritis

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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.