Building on this foundation, a recent study introduced a novel prognostic model for breast cancer, that integrates four ferroptosis-related genes (CISD1, ALOX15, CARS1, and SLC7A11) (Wang L. et al., 2022). This evidence concerns the gene ALOX15 and breast carcinoma.