Current studies face three major challenges: elucidating the mechanisms underlying GSDME overexpression in HCC, clarifying the molecular hubs of pyroptosis-independent pro-tumor pathways, and developing precision strategies to control the functional switch of GSDME. The gene discussed is GSDME; the disease is hepatocellular carcinoma.