While SHC4 has been implicated in promoting tumor proliferation and metastasis by activating STAT3 signaling in hepatocellular carcinoma, its specific involvement in TNBC remains relatively unexplored, prompting our investigation into its potential role in regulating tumor proliferation and metastasis in TNBC progression. The gene discussed is SHC4; the disease is hepatocellular carcinoma.