Immune checkpoints were one of the reasons for tumor immune escape, we examined the relationship between immune-related genes and major immune checkpoints (PD-1, PD-L1, CTLA4, LAG3, and VSTM3) (Figures 10A,B; Supplementary Figure S3). Here, CTLA4 is linked to neoplasm.