T-cell exhaustion, depletion of CD8+ cells in a large proportion, and abnormal metabolic patterns coinciding in cancer cells and tumor-infiltrating stromal cells are key factors leading to the immunosuppressive property of clear cell renal cell carcinoma (ccRCC) tissue, which is closely related to poor prognosis (43). Here, CD8A is linked to clear cell renal carcinoma.