The average density of CD3+CD8+ T-cells (p < 0.001) and CD3+CD8+PD1+ T-cells (p < 0.001) was significantly higher in male RCC compared with female RCC (Fig. 3G). This evidence concerns the gene CD8A and renal cell carcinoma.