Higher expression of genes like BTLA, CD226, CD274, CD28, CD40, CD40LG, CD70, CTLA4, and PDCD1LG2 was noticed in cluster 2 than in cluster 1 in Xiangya GBM cohort (Figure 4G). This evidence concerns the gene PDCD1LG2 and glioblastoma.