GCDH alters the cellular redox state through the crotonylation-induced pentose phosphate pathway (PPP) and glycolysis, leading to HCC cells senescence, which further induces infiltration of immune cells to form an anti-tumor immune microenvironment (Lao et al., 2024). Here, GCDH is linked to hepatocellular carcinoma.