This review summarizes the role of exosomes derived from different types of cancer cells in tumor progression, focuses on the immunosuppressive effect and mechanism of exosomal PD-L1, and proposes strategies for using exosomes as tumor therapeutic targets. Here, CD274 is linked to neoplasm.