The tumor microenvironment (TME) plays a critical role in shaping immune responses and influencing treatment outcomes in cancer. Recent studies have highlighted the significance of various cellular components within the TME, such as Lactobacillus reuteri, which releases tryptophan metabolites that enhance the efficacy of immune checkpoint inhibitors (ICIs) by activating CD8 T cells through AhR signaling (ref: Bender doi.org/10.1016/j.cell.2023.03.011/). Additionally, prior anti-CTLA-4 therapy has been shown to alter the molecular characteristics of tumors, affecting the response to anti-PD-1 therapies in advanced melanoma, indicating that the history of immunotherapy can significantly influence subsequent treatment efficacy (ref: Campbell doi.org/10.1016/j.ccell.2023.03.010/). Furthermore, the formation of neutrophil extracellular traps during chemotherapy has been implicated in conferring resistance to treatment, suggesting that the TME can actively promote therapy resistance through mechanisms such as TGF-β activation (ref: Mousset doi.org/10.1016/j.ccell.2023.03.008/). Senescence within the TME also reshapes immune interactions, as senescent cells can present antigens and interact with T cells, thereby promoting anti-tumor immunity (ref: Hanna doi.org/10.1016/j.ccell.2023.03.013/). The identification of pre-cancerous states further emphasizes the dynamic nature of the TME, where alterations in both tumor cells and their surrounding environment can provide opportunities for early intervention (ref: Hwang doi.org/10.1016/j.ccell.2023.03.012/). Overall, these findings underscore the complexity of tumor-immune interactions and the need for a nuanced understanding of the TME to enhance therapeutic strategies.