Furthermore, we discovered that L1CAM was linked to immune cell infiltration and ICG (CD274, LAG3, PDCD1LG2, CTLA4), and we hypothesized that L1CAM may have a regulatory role in the tumor microenvironment, influencing tumor growth and metastasis. The gene discussed is CTLA4; the disease is neoplasm.