Urgent efforts are warranted for further investigations across diverse geographical regions to elucidate the intricate involvement of MMPs, particularly MMP-2 and MMP-9, in UTUC etiology. This evidence concerns the gene MMP2 and renal pelvis/ureter urothelial carcinoma.