The tumor microenvironment (TME) plays a crucial role in cancer progression and therapeutic response. Recent studies have identified specific niches within tumors that facilitate immune responses, such as the CRATER regions in melanoma, which are characterized by T cell engagement and antigen presentation (ref: Ludin doi.org/10.1016/j.cell.2025.09.021/). Additionally, cancer cells can exploit neuroimmune circuits to evade immune surveillance, as demonstrated in head and neck squamous cell carcinoma, where tumor cells secrete SLIT2 to activate nociceptive neurons, leading to immune suppression in tumor-draining lymph nodes (ref: Zhang doi.org/10.1016/j.cell.2025.09.029/). Furthermore, the presence of tumor-infiltrating bacteria has been shown to disrupt epithelial interactions and induce cell-cycle arrest, highlighting the complex interplay between microbial communities and tumor cells (ref: Galeano Niño doi.org/10.1016/j.ccell.2025.09.010/). In diffuse large B-cell lymphoma, multi-modal spatial characterization has revealed distinct inflammatory niches that could be targeted for therapeutic intervention (ref: Dai doi.org/10.1038/s41588-025-02353-5/). Similarly, gliomas with tertiary lymphoid structures exhibit unique spatial profiles that correlate with immune remodeling, suggesting potential avenues for enhancing immunotherapy efficacy (ref: Cakmak doi.org/10.1016/j.immuni.2025.09.018/). Overall, these findings underscore the importance of understanding TME dynamics to develop effective cancer therapies.