These results demonstrated that ANG was significantly associated with most of the canonical checkpoint members, including PD1, PD-L1, PD-L2, CTLA4, TIM3, and B7H3, in both LGG and GBM, further validating the close relationship between ANG and glioma immunity. Here, HAVCR2 is linked to glioma.