Logistic regression analysis shown that increased AURKB expression in ccRCC was obviously correlated with gender (OR = 1.49 for Female vs. Male, p = 0.029), histological grade (OR = 2.44 for G1/G2 vs. G3/G4, p = 6.97E-07), pathological stage (OR = 1.17 for stage I vs. stage III, p = 0.000; OR = 3.62 for stage I vs. stage IV, p = 2.42683E-06 ), TNM stage (OR = 2.84 for T1/T2 vs. T3/T4, p = 3.12E−08; OR = 4.75 for N0 vs. N1, p = 0.017; OR = 2.99, for M0 vs. M1, p = 4.8776E-05) (Table 2). This evidence concerns the gene AURKB and nonpapillary renal cell carcinoma.