Consequently, molecules like MMP9, CYP3A4, AFP, IGF2, G6PC, AR, and PPARGC1A had the highest possibility to cooperate with GSDMs, thus contributed to the initiation and progression of HCC (Figure 5A). The gene discussed is PPARGC1A; the disease is hepatocellular carcinoma.