The results clearly show us that ARF exerts its pharmacodynamics effect on RA through methyl salicylate glycosides, flavonoids, organic acids, lignans, and other components on 10 core targets from the PI3K-Akt signaling pathway, Ras signaling pathway, and other pathways. Here, CDKN2A is linked to rheumatoid arthritis.