The integrated network pharmacology results showed that Chaenomeles Fructus mainly relieves RA by interfering with the MAPK signaling pathway, AGE‐RAGE signaling pathway, cAMP signaling pathway, HIF‐1 signaling pathway, arachidonic acid metabolism, and other inflammatory pathways. Here, HIF1A is linked to rheumatoid arthritis.