Next, we investigated the influence of TNF-α on CMPK2 expression and found that as the stimulation time with TNF-α increased, CMPK2 expression in RA-FLS gradually elevated, suggesting a potential role for CMPK2 in inflammation regulation (Figure 6F). Here, TNF is linked to rheumatoid arthritis.