In summary, a total of 20 central genes were screened in this study; particularly, ALB, C3, LOX, HRG, CXCR4, GPC3, SLC12A3, CP, and CASR were closely related to the prognosis of RCC patients. Here, CP is linked to renal cell carcinoma.