Since TIM-3, which binds to CEACAM1, are expressed in immune cells such as CD4+ and CD8+ T lymphocytes [13], CEACAM1 may play an important role in mediating immune cell infiltration in renal cell carcinoma. The gene discussed is CD8A; the disease is renal cell carcinoma.