SPHK1 and nonpapillary renal cell carcinoma: SPHK1 was significantly associated with ccRCC grade (p = 1.713e − 06), stage (p = 2.587e − 05), T stage (p = 1.237e − 04), M stage (p = 0.001), and N stage (p = 0.006).