Dysregulated metabolic pathways involving amino acids, lipids, carbohydrates, nucleotides, and TCA cycle were observed in the PBMCs of RA patients, with COX7B and COX7C showing positive correlations with these metabolic alterations. This evidence concerns the gene COX7B and rheumatoid arthritis.