ZNF668 and neoplasm: Our work reconciles the conflicting reports of ZNF668’s tumor-suppressive in vitro activities with its clear pro-tumorigenic association in patients, identifying the TME as the decisive, context-dependent switch, which is mechanistically underscored by a strong correlation with CAF abundance that cultivates a T-cell-exhausted, immunosuppressive landscape.