We analyzed the tumor microenvironment (TME) and found that low-risk samples had more immune cell infiltration, with increased frequencies of precursor exhausted CD8+ T cells (Tpex), tissue-resident CD8+ T cells (Trm) and decreased frequency of terminal exhausted CD8+ T cells (Tex), contributing to the mechanism of ICB responsiveness. This evidence concerns the gene CD8A and neoplasm.