Moreover, inferred pseudotime trajectory analysis of CD8+ T cells in ccRCC, indicated a higher prevalence of exhausted CD8+ T cells in advanced and metastatic ccRCC compared to normal kidney tissues and peripheral blood [27,28,30,32]. Here, CD8A is linked to nonpapillary renal cell carcinoma.