Recent studies have suggested that immune checkpoints play an important role in the immune escape of cancer,31 so we further analysed the relationship between the 4 subtypes and 8 immune checkpoint genes (PDCD1, CD274, PDCD1LG2, CTLA4, CD86, CD80 and CD267). Here, PDCD1 is linked to cancer.