Emerging evidence highlights that CAF-derived TGF-β1 stimulates semaphorin 3C (Sema3C) expression in HCC cells, establishing an autocrine signaling loop that perpetuates Liver-CSC stemness. The gene discussed is SEMA3C; the disease is hepatocellular carcinoma.