The tumor microenvironment (TME) plays a critical role in cancer progression and treatment resistance. Recent studies have highlighted the complexity of the TME, particularly in glioblastoma, where intratumoral heterogeneity and tumor evolution contribute to treatment failure. Mathur et al. utilized 3D neuronavigation during surgical resection to acquire samples from glioblastoma, revealing genomic, epigenomic, and microenvironmental heterogeneity through integrative tissue and single-cell analysis (ref: Mathur doi.org/10.1016/j.cell.2023.12.013/). Similarly, Pozniak et al. explored the melanoma ecosystem and identified a TCF4-dependent gene regulatory network that promotes resistance to immunotherapy, emphasizing the role of the TME in shaping tumor cell states (ref: Pozniak doi.org/10.1016/j.cell.2023.11.037/). In small cell lung cancer, Liu et al. performed a comprehensive proteogenomic characterization, identifying subtype-specific therapeutic strategies and prognostic biomarkers, further illustrating the TME's influence on cancer biology (ref: Liu doi.org/10.1016/j.cell.2023.12.004/). The interplay between tumor cells and their microenvironment is also evident in studies on brain metastasis, where Bejarano et al. interrogated endothelial and mural cells to uncover immune-regulatory mechanisms critical for metastatic progression (ref: Bejarano doi.org/10.1016/j.ccell.2023.12.018/). Overall, these studies underscore the necessity of understanding TME dynamics for developing effective therapeutic strategies.