Nanomedicines-mediated ADO inhibition can make up for the defects of traditional ADO pathway inhibitors and further raise the effect for tumor immunotherapy, so it is necessary to provide an overview of nanomedicine that inhibits ADO. Here, ADO is linked to neoplasm.