This study identified and validated 3 biomarkers (COX7B, NDUFB3, and UQCRQ) associated with RA, which proved a foundation for further research into the relationship between mitochondria metabolism and RA. This evidence concerns the gene NDUFB3 and rheumatoid arthritis.