HMGCL is involved in cell death process in HCC cells via regulating β-OHB production and commitment histone H3K9 acetylation to mediate the expression of ferroptosis-related DPP4, leading to enhanced HCC cell death. The gene discussed is HMGCL; the disease is hepatocellular carcinoma.