More importantly, there is an association between activated FGFR3 signaling and immune gene expression in UTUC tumors, whereby T-cell-depleted clusters demonstrate a higher expression of FGFR3. Here, FGFR3 is linked to renal pelvis/ureter urothelial carcinoma.