The tumor microenvironment (TME) plays a crucial role in cancer progression and therapeutic responses. Recent studies have highlighted the complex interactions between cancer cells and stromal components, particularly focusing on immune and metabolic dynamics. For instance, Westfall et al. demonstrated that type 1 immune-stromal cell networks are essential for mediating disease tolerance against intestinal infections, suggesting that IFNγ signaling can limit tissue damage and maintain gut motility during infections (ref: Westfall doi.org/10.1016/j.cell.2025.03.043/). In melanoma, Gurung et al. found that stromal lipid species from adipocytes significantly influence cancer cell metabolism, promoting PI3K-AKT signaling and oxidative phosphorylation, which in turn affects metastatic tropism (ref: Gurung doi.org/10.1016/j.ccell.2025.04.001/). Zhu et al. further explored metabolic interactions, revealing that arginine derived from cancer cells fuels polyamine biosynthesis in tumor-associated macrophages, thereby enhancing immune evasion (ref: Zhu doi.org/10.1016/j.ccell.2025.03.015/). These findings collectively underscore the importance of metabolic reprogramming and immune interactions in shaping the TME and influencing cancer outcomes. Moreover, the spatial organization of immune structures within tumors has been investigated by Tang et al., who utilized spatial transcriptomics to reveal how tryptophan metabolism restricts the maturation of tertiary lymphoid structures (TLSs) in hepatocellular carcinoma (ref: Tang doi.org/10.1016/j.ccell.2025.03.011/). The presence of TLSs is often associated with improved immunotherapy responses, indicating that understanding their maturation could enhance therapeutic strategies. Additionally, the safety and efficacy of adoptive cell therapies, particularly with tumor-infiltrating lymphocytes (TILs), have been systematically reviewed by Martín-Lluesma et al., emphasizing the need for careful management of treatment-related adverse events (ref: Martín-Lluesma doi.org/10.1016/j.annonc.2025.04.001/). Overall, these studies illustrate the multifaceted nature of the TME and its critical influence on cancer progression and treatment responses.