The tumor microenvironment (TME) plays a crucial role in cancer progression and therapy response. Recent studies have highlighted the complexity of the TME, particularly in high-grade serous ovarian cancer (HGSOC), where single-cell gene expression and T cell receptor profiling revealed significant insights into the immune landscape and therapeutic targeting of effector Treg cells in homologous-recombination-deficient tumors (ref: Luo doi.org/10.1016/j.cell.2024.06.013/). Additionally, patient-derived mini-colons have been developed to model TME complexity, addressing limitations of traditional organoid models by incorporating multicellular diversity and tissue-level organization (ref: Lorenzo-Martín doi.org/10.1038/s41587-024-02301-4/). Extracellular vesicles (EVs) have emerged as valuable biomarkers for monitoring metastatic prostate cancer, with genomic and transcriptomic profiling of EV-DNA and EV-RNA demonstrating their potential to reflect tumor characteristics and treatment responses (ref: Casanova-Salas doi.org/10.1016/j.ccell.2024.06.003/). Furthermore, spatiotemporal single-cell analysis in colorectal cancer has elucidated cellular dynamics that correlate with immunotherapy responses, revealing distinct immune programs associated with treatment outcomes (ref: Chen doi.org/10.1016/j.ccell.2024.06.009/). The interplay between Tregs and dendritic cells in lymphatic regions has been shown to limit antigen trafficking, thereby restraining anti-tumor immunity (ref: You doi.org/10.1016/j.ccell.2024.06.014/). In melanoma, adoptive cell therapy with tumor-infiltrating lymphocytes has demonstrated efficacy, particularly when considering prior anti-PD-(L)1 therapy (ref: Martín-Lluesma doi.org/10.1016/j.annonc.2024.07.723/). Lastly, innovative therapeutic approaches, such as a bispecific nanosystem targeting bone marrow, have been developed to enhance natural killer cell activation against hematologic malignancies (ref: Zhang doi.org/10.1038/s41565-024-01736-9/).