Conclusions: Hsa_circ_0058495 promotes PDAC progression by stabilizing IGF2BP2 and activating the MEKK1-ERK signaling cascade, while exosomal transfer of hsa_circ_0058495 drives M2 macrophage polarization to reinforce tumor-associated immunosuppression. This evidence concerns the gene IGF2BP2 and neoplasm.