Cancer immunotherapy has emerged as a potentially powerful approach to cancer treatment. However, immunotherapeutic resistance limits its clinical application. Therefore, identifying immune-resistant factors, which can be inhibited by clinically available drugs and it also can be a companion diagnostic marker, is needed to develop potential combination strategies. Here, using the transcriptome data of cancer patients treated with anti-PD-L1, and two independent tumor models immune-refractory to immune checkpoint blockade (ICB) and adoptive T cell transfer (ACT) therapy, we identified TCTP as a novel factor conferring immune-refractory phenotypes, including decreased T cell trafficking to the tumor and resistance of tumor cells to cytotoxic T lymphocyte (CTL)-mediated killing. Mechanistically, TCTP activated the EGFR-AKT-MCL-1/CXCL10 pathway by phosphorylation-dependent interaction with Na, K ATPase. Furthermore, by screening the clinical available TCTP-targeting agents, we identified dihydroartemisinin (DHA) as the most effective agent impeding the TCTP-mediated immune-refractoriness. Importantly, treatment with DHA synergized ACT as well as ICB to control immune-refractory tumors. Moreover, the TCTP levels within the tumors significantly correlated with the clinical outcome of anti-PD-L1 therapy. Thus, our findings provide a novel insight that TCTP plays a crucial role in immune-refractory phenotypes, thereby encouraging a rationale for combination therapies to enhance the efficacy of T cell-mediated therapy.