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Updated: Jan 6, 2026

An Adoptive Transfer Model of Rheumatoid Arthritis in Mice
Published on: June 6, 2025
Mendelian Randomization Analysis of the Causal Link Between Rheumatoid Arthritis and Interstitial Lung Disease
Mengyu Zhang1, Xiao Chen2, Wenqing Zhang1
1Department of Pulmonary and Critical Care Medicine, Laboratory of Basic Medical Sciences, Qilu Hospital of Shandong University, Jinan, China.
Background And Objectives:
Rheumatoid arthritis (RA) is a systemic autoimmune disease that is often complicated by interstitial lung disease (ILD), one of its most severe extra-articular manifestations. However, whether RA causally contributes to ILD development remains unclear.
Methods:
We conducted a two-sample Mendelian randomization (MR) analysis to investigate whether RA has a causal effect on ILD. MR uses genetic variants associated with RA as instrumental variables to infer causality and minimize confounding. Genetic instruments for RA were obtained from a large European GWAS (ebi-a-GCST002318; 14,361 cases and 42,923 controls). The ILD outcome data were derived from FinnGen (finn-b-ILD, 1969 ILD cases and 196,986 controls), and autoimmune-related codes were explicitly excluded to minimize phenotypic overlap. MR analyses were performed using inverse variance weighting (IVW), MR-Egger regression, weighted median, mode-based methods, and MR-PRESSO to assess causality, heterogeneity, and pleiotropy.
Results:
The MR analysis identified 52 RA-related single nucleotide polymorphisms (SNPs) (p < 5 × 10-8), which were selected as instrumental variables. The IVW method revealed a significant causal effect of RA on ILD risk, with an odds ratio (OR) of 1.155 (95% confidence interval [CI]: 1.083-1.232, p = 1.04E-05). Directionally consistent results were obtained from weighted median and mode-based methods. The MR-Egger regression showed no evidence of directional pleiotropy (intercept = 0.014, p = 0.147), and Cochran's Q test detected no significant heterogeneity (IVW Q = 45.424, p = 0.694). Furthermore, the MR-PRESSO global test did not detect horizontal pleiotropy (p = 0.26), and no outlier SNPs were identified. Leave-one-out analysis indicated that no single SNP disproportionately influenced the overall estimate. The funnel plot showed a symmetrical distribution, suggesting no evidence of directional pleiotropy or influential bias.
Conclusion:
This MR study provides robust genetic evidence supporting a potential causal relationship between RA and increased risk of ILD. These findings highlight the need for increased clinical vigilance, including early respiratory screening and monitoring in RA patients-particularly those at high risk-to facilitate timely detection and management of ILD.
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