The tumor microenvironment (TME) plays a crucial role in shaping immune responses against tumors. Schürch et al. utilized a novel co-detection by indexing (CODEX) technique to analyze the spatial organization of immune cells at the invasive front of colorectal cancer (CRC). Their findings revealed that coordinated cellular neighborhoods are essential for effective antitumoral immunity, highlighting the importance of spatial interactions among immune cells and tumor cells (ref: Schürch doi.org/10.1016/j.cell.2020.07.005/). In a complementary study, Katzenelenbogen et al. introduced an integrated technology called INs-seq, which combines single-cell RNA sequencing with intracellular protein activity profiling. This approach uncovered an immunosuppressive role of TREM2 in cancer, suggesting that specific immune signaling pathways can be targeted to enhance antitumor responses (ref: Katzenelenbogen doi.org/10.1016/j.cell.2020.06.032/). Sadik et al. further explored the metabolic immune checkpoint IL4I1, which activates the aryl hydrocarbon receptor (AHR) and promotes tumor progression, indicating that metabolic pathways are critical in modulating immune responses in the TME (ref: Sadik doi.org/10.1016/j.cell.2020.07.038/). The complexity of the TME is also emphasized in a review of various models for immuno-oncology research, which discusses the strengths and limitations of different experimental systems, from cell co-cultures to organoids (ref: Unknown doi.org/10.1016/j.ccell.2020.07.010/). Lastly, the ESMO consensus conference recommendations on melanoma management underscore the need for a multidisciplinary approach to address the challenges posed by the TME in metastatic and locoregional melanoma (ref: Keilholz doi.org/10.1016/j.annonc.2020.07.004/; Michielin doi.org/10.1016/j.annonc.2020.07.005/).