We also found significant upregulation of the γ-glutamylcyclotransferase CHAC1, a ferroptosis biomarker, as well as its product cysteinyl-glycine (Cys-Gly), suggesting a potential state of cysteine stress in HCC (Fig. 3C; ref. 38). Here, CHAC1 is linked to hepatocellular carcinoma.