It is noticeable that limited research focused on specific regulation mechanism for the role of TNFSF13B in ccRCC, and the evidence we provide in terms of immune infiltration may serve as a potential research strategy. The gene discussed is TNFSF13B; the disease is nonpapillary renal cell carcinoma.