We identify a set of putative tumor suppressor genes and demonstrate that Cul3 is a suppressor in CC tumorigenesis by inducing expression of oncogenes, as well as promoting exhausted PD1high CD8 T cells accumulation in the hepatic microenvironment, creating a favorable tumor microenvironment that facilitates CC initiation and progression. Here, CUL3 is linked to neoplasm.