Treg cells have been reported to induce tumor resistance against ICIs, leading to tumor relapse and poor prognosis through various signaling pathways including upregulation of other immune checkpoints, Treg-induced TGF-β activation and production, and increased activation of the PI3K signaling pathway [37, 38]. The gene discussed is TGFB1; the disease is neoplasm.