We found for the first time that administration of autophagy inhibitor enhanced cell killing in both irradiated primary tumor and non-irradiated abscopal tumor, which was much more profound in PD-L1−/− mice due to the increased secretion of IFN-γ from intratumoral CD8+ T cells. Here, CD8A is linked to neoplasm.