Evidence map›Paper›PMID 41965494›Full record

ArticleClinical rheumatology2026

Epigenetic alterations in WDFY4 DNA methylation are linked to immunoinflammatory processes in rheumatoid arthritis: insights from a case-control study.

Zhen Liu, Fan Yang, Zhenglun Pan

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Article in Clinical rheumatology, 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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5 · Who and what money

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3 authors.

Zhen Liu *Department of Rheumatology and Immunology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, 266000, China.
Fan Yang *Department of Rheumatology and Immunology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, 266000, China.
Zhenglun PanDepartment of Rheumatology and Immunology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, 266000, China. panzhenglun@126.com.ORCID http://orcid.org/0000-0003-1932-2619

Funding

Key Technology Research and Development Program of Shandong Province 2016GSF201045Key Technology Research and Development Program of Shandong Province 2017GSF18150National Science Fund for Distinguished Young Scholars 30802025
6 · The paper itself

Abstract

objectiveThis study examines the relationship between WDFY4 gene DNA methylation and clinical characteristics of rheumatoid arthritis (RA) through peripheral blood analysis.

methodsPeripheral blood samples from 150 RA patients and 150 healthy controls were analyzed via targeted methylation sequencing. Generalized linear regression assessed associations between WDFY4 methylation haplotypes, CpG sites, and clinical markers, with adjustment for potential confounders.

resultsRA patients exhibited significantly reduced overall WDFY4 methylation levels compared to controls (0.865 ± 0.053 vs. 0.882 ± 0.043) (FDR P = 0.0088), with six specific CpG sites showing marked hypomethylation (FDR P < 0.05). Among the 22 identified haplotypes, five differed significantly between groups. Negative correlations were observed between WDFY4 methylation and anti-CCP antibodies (ACPA), rheumatoid factor (RF), erythrocyte sedimentation rate (ESR), and C-reactive protein (CRP).

conclusionsWDFY4 methylation may critically influence RA pathogenesis and immunoinflammatory responses. Integrating WDFY4 methylation data with environmental factors, inflammatory markers (CRP/ESR), and autoantibodies (ACPA/RF) could enhance the understanding of RA pathophysiology and potentially aid in subgroup stratification. Key Points • Targeted methylation sequencing revealed significant WDFY4 hypomethylation at specific CpG sites in RA patients versus controls. • WDFY4 methylation levels negatively correlated with RA autoantibodies and inflammatory markers, indicating its potential role in disease mechanisms. • Integrating WDFY4 methylation with clinical data improved RA and comorbidity diagnosis, with an AUC of 0.844 for predicting pulmonary fibrosis, highlighting its novel discriminative potential.

Indexed as

Arthritis, RheumatoidDNA MethylationEpigenesis, GeneticAdultAgedAnti-Citrullinated Protein AntibodiesAutoantibodiesBlood SedimentationCase-Control StudiesCpG IslandsC-Reactive ProteinFemaleHaplotypesHumansMaleMiddle AgedAnti-Citrullinated Protein AntibodiesAutoantibodiesC-Reactive ProteinRheumatoid FactorACPADNA methylationMethylation haplotypesRheumatoid arthritisWDFY4

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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.