Finally, CSF-1 expression was associated with poor disease-free and cancer-specific survival, and univariate and multivariate proportional hazard analyses indicated that it was also an independent prognostic biomarker for patients with UTUC. The gene discussed is CSF1; the disease is renal pelvis/ureter urothelial carcinoma.