In our comparison of four cancers, CTLA-4-TIGIT-PD-1-TIM-3-BTLA- LAG-3 were among those most increased in expression and having the greatest association with OS (Additional file 1: Tables S7 and S8). Here, LAG3 is linked to cancer.