We conducted in vitro transfections with siRNA-SLC2A1, TXNIP overexpression plasmids, and ATF3 overexpression plasmids to further investigate the effects of key ferroptosis-related genes on ferroptosis in breast cancer cells. The gene discussed is TXNIP; the disease is breast cancer.