These findings provide new insights into the phenotypic plasticity of bladder cancer under drug resistance and highlight the potential of KDM4A inhibition and preservation of PHRF1 function in overcoming cisplatin resistance. Here, KDM4A is linked to urinary bladder carcinoma.