The tumor microenvironment (TME) plays a crucial role in cancer progression and therapy response. Recent studies have highlighted the impact of specific cellular components within the TME, such as natural killer (NK) cells and myeloid cells. For instance, Peng et al. demonstrated that CALHM2-knockout NK cells exhibit enhanced cytotoxicity and tumor infiltration, suggesting potential genetic checkpoints for improving CAR-NK therapy (ref: Peng doi.org/10.1038/s41587-024-02282-4/). In another study, Villa et al. explored the dual role of TREM2 in glioblastoma-associated myeloid cells, revealing its involvement in promoting inflammation at the tumor-neural interface while suppressing it within the tumor core, influenced by the local microenvironment (ref: Villa doi.org/10.1016/j.ccell.2024.05.018/). Furthermore, McGinnis et al. provided insights into the temporal progression of lung immune remodeling during breast cancer metastasis, emphasizing the dynamic changes in immune cell phenotypes and intercellular communication in the metastatic niche (ref: McGinnis doi.org/10.1016/j.ccell.2024.05.004/). These findings underscore the complexity of the TME and its implications for therapeutic strategies. Additionally, the metabolic interactions within the TME have been shown to influence tumor progression and immune evasion. Jiang et al. identified a metabolic "face-off" mechanism between macrophages and fibroblasts in gastric cancer, highlighting the prognostic significance of nicotinamide metabolism (ref: Jiang doi.org/10.1016/j.cmet.2024.05.013/). Tharp et al. and Perricone et al. both addressed the role of tumor-associated macrophages (TAMs) in fibrotic tumors, where TAMs initiate collagen biosynthesis in response to a stiffened TME, creating a metabolic environment that restricts CD8+ T cell activity (ref: Tharp doi.org/10.1038/s43018-024-00775-4/; ref: Perricone doi.org/10.1038/s43018-024-00758-5/). Collectively, these studies illustrate the multifaceted interactions within the TME that dictate tumor behavior and therapeutic outcomes.