Analysis of the relationship between tumor microenvironment and KIRC revealed that KIRC was significantly correlated with some scores such as TMEscoreA, TMEscore, mismatch repair, CD8+ T effector, immune checkpoint, antigen processing machinery, nucleotide excision repair, and DNA damage. This evidence concerns the gene CD8A and neoplasm.