Macrophages in the HCC TME are primarily polarized to the M2 phenotype, which secretes immunosuppressive cytokines like IL-10 and TGF-β, promoting tumor growth and suppressing anti-tumor T cell activity. The gene discussed is TGFB1; the disease is hepatocellular carcinoma.