Therefore, we investigated the co-expression relationship with 24 immune checkpoints in pan-cancer, revealing that ISG15 expression generally exhibits positive correlations with a host of checkpoints and negative correlations with PVRL3 (Fig. 5B). Here, ISG15 is linked to cancer.