Recent advancements in immunotherapy have highlighted innovative strategies to enhance antitumor immunity while minimizing toxicity. One notable study identified 6,7-dichloro-2-methylsulfonyl-3-N-tert-butylaminoquinoxaline (DMB) as a selective agonist of gasdermin D (GSDMD), which induces pyroptosis in tumors, thus activating protective immunity without the adverse effects typically associated with such treatments (ref: Fontana doi.org/10.1016/j.cell.2024.08.007/). Another significant contribution to this theme is the exploration of intercellular nanotubes that facilitate mitochondrial transfer from bone marrow stromal cells to T cells, enhancing their metabolic fitness and antitumor efficacy. This innovative platform addresses T cell exhaustion, a major hurdle in effective immunotherapy (ref: Baldwin doi.org/10.1016/j.cell.2024.08.029/). Furthermore, a phase II clinical trial demonstrated the efficacy of toripalimab in patients with advanced solid tumors harboring POLE/POLD1 mutations, achieving a 21.4% overall response rate, underscoring the potential of targeted immunotherapy based on genetic profiling (ref: Jin doi.org/10.1038/s41392-024-01939-5/). These studies collectively illustrate a shift towards more personalized and effective immunotherapeutic strategies, emphasizing the importance of understanding tumor biology and patient-specific factors in treatment design.