TNF and rheumatoid arthritis: To verify whether the shift in macrophage polarization was caused by differences in exosome expression, we added the exosome inhibitor GW4869 to cells in the RA-FLS + M0 and RA-FLS + M0 + TNF-α groups, respectively, and then analyzed the expression of macrophage markers.