The present invention provides lipid-based nanoparticles (e.g., liposomes or exosomes) having CD47 on their surface and comprising a therapeutic agent (e.g., a therapeutic protein, an antibody, an inhibitory RNA, and/or a small molecule drug). Furthermore, the present invention provides for use of such lipid-based nanoparticles in therapy.