We found that high CSF-1 expression in UTUC tissues was significantly associated with tumor stage (P < 0.001), distant metastasis (P = 0.006), recurrence (P = 0.003), and cancer death (P = 0.005). The gene discussed is CSF1; the disease is cancer.