Furthermore, the mechanism of monoclonal polysaccharide was investigated, and it was found that the TLR2/NF-κB/NLRP3 pathway promoted the polarization of TAM cells toward M1 and secreted pro-inflammatory factors to improve the bladder tumor microenvironment. Here, TLR2 is linked to urinary bladder neoplasm.