The results of this study provide valuable insights into the relationship between Humanin levels and peripheral endothelial dysfunction (ED) in RA patients, while also exploring the role of non-coding RNAs, including GAS5, miR-21, and miR-103. This evidence concerns the gene MT-RNR2 and rheumatoid arthritis.