CTLA4, PDCD1, and HAVCR were significantly upregulated in tumor tissues of cluster 1, while SIGLEC15 and CD274 exhibited notably higher expression levels in tumor tissues of cluster 2. Here, CTLA4 is linked to neoplasm.