More detailed information about GSVA was presented in Fig. 8C. In addition, the GSEA results suggested that the high-SPP1 group was significantly associated with immune-related pathways, such as PD-L1 expression and the PD-1 checkpoint pathway in cancer and the TNF signaling pathway (Fig. 8B). This evidence concerns the gene CD274 and cancer.