Oncolytic virus immunotherapy has been proposed as a step forward for cancer treatment because it can kill cancer cells while activating the immune system. However, its current clinical application is limited because targeting deep-seated cancers is challenging and because the complement and innate immunity rapidly clear oncolytic viruses administered systemically.