Ethnopharmacological relevanceIn Traditional Chinese Medicine (TCM), there are many prescriptions for treating breast cancer (BC) that utilize the herb Epimedium brevicornum Maxim, which warms and replenishes kidney yang. Baohuoside I (BI) is a flavonoid compound found in Epimedium brevicornum Maxim. As a single glycoside, it is not easily hydrolyzed in the intestine and is typically absorbed as a precursor. As a natural product with potential anti-cancer properties, studies have shown that BI possesses anti-cancer activity and can inhibit the invasion and migration of BC cells. However, its underlying mechanisms remain unclear, thus further research is needed to validate its modern mechanisms for traditional uses. Aim of the studyThis study aimed to explore the regulatory mechanism of BI in the signaling pathways of BC cells through network pharmacology (NP), molecular docking (MD) techniques and cellular experiments. MethodsPotential targets were predicted using public databases, and a protein-protein interaction (PPI) network was constructed. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed. Key signaling pathways were validated through MD techniques, cellular experiments, RNA interference and Western blot (WB) analysis. ResultsTreatment-associated targets included SRC, MAPK1, HSP90AA1, PIK3CA, TP53, AKT1, and EGFR. GO enrichment, KEGG enrichment analyses, and MD results indicated that BI exerts its anti-breast cancer effects by inhibiting the tyrosine kinase activity of EGFR, as well as through downstream MAPK signaling pathway and PI3K-Akt signaling pathway pathways. In vitro experiments confirmed that BI primarily induce cell apoptosis through the EGFR-mediated MAPK signaling pathway and PI3K-Akt signaling pathway. ConclusionBI can inhibit EGFR activation and promote BC cell apoptosis through the MAPK signaling pathway and PI3K-Akt signaling pathway, thereby exerting therapeutic effects on BC. This study not only provides experimental evidence for the accuracy of NP but also offers an effective approach for rational utilization of Baohuoside I-like flavonoid compounds as anti-breast cancer drugs.