Furthermore, we performed subcluster localization of the risk model with 6 genes in 2 TAN subclusters (Neu_c09_HLA and Neu_c07_KLK3), and the results revealed that these two subclusters may promote tumor progression through dysregulation of hypoxia and the phosphatidylinositol signaling system. Here, KLK3 is linked to neoplasm.