Our study indicates that Rh2-pre Exo can suppress TLR4/Myd88/NF-κB inflammatory signaling, reprogramming macrophages to an anti-inflammatory state and thereby alleviating arthritis in CIA mice. Here, TLR4 is linked to arthritic joint disease.