<b>Conclusion</b>: This study elucidated the multifaceted antitumor mechanisms of Epimedium-derived quercetin, which orchestrates dual suppression of tumor proliferation and immune microenvironment regulation through precise targeting of SERPINE1, offering a promising therapeutic strategy for cancer treatment. The gene discussed is SERPINE1; the disease is cancer.