In summary, MACP siTNF‐α NPs can reverse macrophage ecological niche in inflammatory soils through the dual mechanism of efficiently inhibiting the expression of tumor necrosis factor‐alpha (TNF‐α) the upstream pathway of the inflammatory response, and eliminating ROS, thus realizing efficient treatment of RA. This evidence concerns the gene TNF and rheumatoid arthritis.