Resistance to ICI can be, in part, attributed to the presence of M2 macrophages in the TME, where they secrete immunosuppressive cytokines (e.g., IL-10, TGF-β), promote angiogenesis, and inhibit cytotoxic T lymphocyte activity, thereby facilitating immune escape and tumor progression. Here, TGFB1 is linked to neoplasm.