Importantly, we revealed tumor cell-intrinsic ATP6V0A1 as a novel immunosuppressive factor that promotes RABGEF1-dependent cholesterol absorption in CRC cells, consequently initiating paracrine TGF-β1/SMAD3 signaling to deactivate memory CD8+ T cells. Here, SMAD3 is linked to colorectal carcinoma.