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. The gene discussed is AKT1; the disease is rheumatoid arthritis.