Research indicates that MMP-2 and MMP-9 play significant roles in cancer cell proliferation and invasion, impacting tumor growth, aggressive progression, and patient survival in UTUC [20,21]. This evidence concerns the gene MMP2 and renal pelvis/ureter urothelial carcinoma.