DUOX1 and cancer: Among the genes corresponding to DNA methylation in the prognostic signature, we identified that ZEB1 and DUOX1 are drivers of ferroptosis and that CISD1 is a suppressor of ferroptosis, which play a crucial role in cancer development [31,32].