Interestingly, the androgen response score was highly associated with the terminally exhausted score and activation dysfunction score in CD8+ T-cells, which indicated that androgen might contribute to the dysfunction of exhaustion of CD8+ T-cells in males RCC (Fig. 5A). This evidence concerns the gene CD8A and renal cell carcinoma.