In conclusion, our study shows that exosomes derived from prostate cancer cells can induce macrophages into the M2 subtype by activating the AKT/STAT3 signaling pathway and promote the occurrence and progression of PCa, but this process can be inhibited by GW4869. The gene discussed is STAT3; the disease is prostate cancer.