Notably, PLOD1 was strongly positively correlated with immune checkpoint proteins such as PDCD1, CTLA4, LAG3, CD274 and TIGIT in a variety of cancers, such as BLCA, COAD, KICH and RDAD, as shown in Figure 7A–D. Here, CTLA4 is linked to cancer.