Furthermore, through network pharmacology and molecular docking, four core targets (MAPK3, TNF-α, MAPK14, and JNK) closely related to RPR’s treatment of ischemic stroke were identified, exhibiting strong affinity with two key active components of RPR: albiflorin (AF) and β-sitosterol (BSS). This evidence concerns the gene TNF and ischemic stroke.