Evidence map›Paper›PMID 42292400›Full record

ArticleFrontiers in immunology2026

The potential involvement of FABP4 in rheumatoid arthritis-associated osteoporosis: a comprehensive bioinformatics analysis and experimental validation.

Xu Tang, Na Liu

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. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Xu TangDepartment of Rheumatology and Immunology, Xinhua Hospital Affiliated to Dalian University, Dalian, China.
Na LiuDepartment of Rheumatology and Immunology, Xinhua Hospital Affiliated to Dalian University, Dalian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study investigates the role and underlying mechanism of FABP4 in RA secondary OP by examining its correlation with the condition. Methods: DEGs related to RA and OP were identified using GEO datasets (GSE17755 and GSE230665), focusing on bone metabolism genes. Candidate genes were identified using WGCNA, PPI networks, and four algorithms (Degree, BottleNeck, MCC, EPC), followed by enrichment analysis. Key genes were pinpointed using machine learning methods (SVM-RFE, LASSO, Boruta) and validated with ROC curves, all showing AUC > 0.7. MicroRNA prediction and genomic mapping were also done. For Results: Bioinformatics identified eight hub genes: PTEN, CDC42, MFN2, UBC, RAS5F1, MMP9, CCL17, and FABP4. In CIA rats, FABP4, TNF-α, IL-6, IL-1β, RANKL, and β-CTX levels rose with disease progression, showing slight increases at 2 weeks and significant rises at 6 and 12 weeks (P<0.05). At 12 weeks, these levels were higher than at 6 weeks (P<0.01). FABP4 levels positively correlated with TNF-α, IL-6, IL-1β, RANKL, and β-CTX (P<0.01). Micro-CT showed worsening ankle joint damage over time. At 2 weeks, CIA rats had no significant BS/BV difference from controls but showed decreased BV/TV and Tb.Th and increased Tb.Sp (P<0.05). At 6 and 12 weeks, CIA rats had significantly lower BV/TV, BS/BV, and Tb.Th and higher Tb.Sp compared to controls (P<0.01). IHC analysis showed high FABP4, TNF-α, and RANKL expression in CIA rats' synovium and cartilage at 2 weeks. TNF-α levels stabilized by 6 weeks and returned to normal by 12 weeks. FABP4 peaked at 12 weeks, while RANKL decreased but stayed above 2-week levels. Conclusion: FABP4 is closely associated with abnormal bone metabolism in RA secondary OP, potentially through the RANKL/RANK/OPG system. It may represent a potential therapeutic target that warrants further investigation.

Indexed as

Arthritis, RheumatoidFatty Acid-Binding ProteinsOsteoporosisAnimalsArthritis, ExperimentalComputational BiologyGene Expression ProfilingGene Regulatory NetworksHumansProtein Interaction MapsRatsFABP4 protein, ratFatty Acid-Binding Proteinsbioinformatics analysiscollagen-induced arthritisfatty acid-binding protein 4osteoporosisrheumatoid arthritis

Identifiers

PMID42292400
PMCPMC13254189

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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.