In this study, we explored the therapeutic effects and mechanisms of ADSCs in a mouse model of serum transfer-induced arthritis (STA), focusing on the dynamic regulation of the CX3CR1+ synovial macrophage barrier status. This evidence concerns the gene CX3CR1 and arthritic joint disease.