The results illustrated that HPP has good therapeutic effects on bladder tumors and drives TAM polarization to improve the tumor inflammatory microenvironment via NF-κB/NLRP3 signaling pathway, which suggested that HPP might be a potential therapeutic agent for bladder cancer. This evidence concerns the gene NLRP3 and urinary bladder carcinoma.