KEGG function analysis of these genes revealed that they were mainly enriched in the drug metabolism, metabolism of xenobiotics cytochrome 450, cholesterol metabolism, steroid hormone biosynthesis, central carbon metabolism in cancer, PI3K-Akt signaling pathway, and PPAR signaling pathway, which are usually associated with ferroptosis 16-18. Here, AKT1 is linked to cancer.