To this end, we identified PPARγ active and inactive tumors using GLMnet74 (refer to “Methods”) across an independent cohort of 127 chemotherapy naïve MIBC (TURBT meta-dataset) and the MD Anderson bladder cancer data set (GSE48075). The gene discussed is PPARG; the disease is urinary bladder cancer.