This adaptive PD-L1 upregulation, in concert with immunosuppressive cytokines IL-10 and TGF-β, orchestrates a profound T-cell exhaustion phenotype and functional impairment within the TME, thereby facilitating immune escape and tumor persistence. The gene discussed is IL10; the disease is neoplasm.