The results showed that in colorectal cancer, the high expression of NOLC1 was closely related to multiple immune checkpoints, such as LAG3, CTLA-4, and PDCD1LG2, leading to immune tolerance or escape of tumor cells. The gene discussed is LAG3; the disease is colorectal cancer.