HA@Ag NPs/PTX Cls eliminated intratumoral bacteria, restoring microbial homeostasis, enhancing MHC-I antigen presentation, increasing production of tumor necrosis factor (TNF) and interferon (IFN), and downregulating PD-L1 to promote tumor immunorecognition. Here, CD274 is linked to neoplasm.