Furthermore, higher expression of MMP9, SERPINE1, and TIMP1 suggested shorter OS in ccRCC patients, while higher expression of VWF suggested longer OS in ccRCC patients (p < 0.05) (Fig. 4B). This evidence concerns the gene MMP9 and nonpapillary renal cell carcinoma.