Our previous research delved into the TGF-β1/SMAD3 classical signaling mechanism, elucidating the role of the downstream molecules PTPRε and JunBP in facilitating HCC migration and metastasis [8, 9]. The gene discussed is SMAD3; the disease is hepatocellular carcinoma.