The expression levels of RRM1 were significantly associated with age, sex, weight, ECOG performance status, or CUA/EAU risk, which is in accordance with prior results in advanced UC and NSCLC [9, 17]. The gene discussed is RRM1; the disease is non-small cell lung carcinoma.