Furthermore, the presence of RCC reduces the levels of B cells (OR = 1.05, 95%CI = 1.01–1.09, P = 1.19 × 10–2) and CD8 + T cells (OR = 1.04, 95%CI = 1.00–1.08, P = 2.83 × 10–2). Here, CD8A is linked to renal cell carcinoma.