The results of PPI analysis, GO enrichment, and KEGG pathway enrichment indicated that molecules in the PI3K/AKT/NF-κB signaling pathway were the potential targets of EF against prostate cancer, and evodiamine was the potential active compound. The gene discussed is NFKB1; the disease is prostate carcinoma.