Interestingly, we found PPAR signaling was significantly activated in gene cluster A, but the previous studies have reported PPARγ signaling could increase the incidence and progression of bladder cancer, which might lead to worse prognosis (37, 38). Here, PPARG is linked to urinary bladder carcinoma.