The tumor microenvironment (TME) plays a crucial role in cancer progression and treatment resistance, with recent studies highlighting various interactions that shape tumor behavior. One study found that aged male fibroblasts in the melanoma TME promote an invasive and therapy-resistant phenotype in melanoma cells, driven by increased AXL expression and BMP2 secretion, which is influenced by intrinsic aging mechanisms (ref: Chhabra doi.org/10.1016/j.cell.2024.08.013/). Another investigation revealed that TGF-β and RAS signaling pathways work together to activate primed enhancers, facilitating epithelial-to-mesenchymal transitions (EMTs) and extracellular matrix remodeling, which are critical for lung adenocarcinoma metastasis (ref: Lee doi.org/10.1016/j.cell.2024.08.014/). Furthermore, a study on glioblastoma recurrence demonstrated that targeting tumor-associated macrophages through CSF-1R inhibition initially regresses tumors but leads to recurrence associated with fibrotic scars, indicating a complex interplay between immune cells and the TME (ref: Watson doi.org/10.1016/j.ccell.2024.08.012/). Additionally, research into breast cancer metastasis to the brain has shown that distinct tumor architectures influence the early metastatic niche, with HER2+ and triple-negative breast cancer exhibiting different stromal interactions that could inform patient stratification (ref: Boon doi.org/10.1016/j.ccell.2024.08.021/; ref: Gan doi.org/10.1016/j.ccell.2024.08.015/). The role of coagulation factors in the TME was also explored, revealing that coagulation factor X promotes resistance to androgen-deprivation therapy in prostate cancer by enhancing tumor growth through immunosuppressive neutrophils (ref: Calì doi.org/10.1016/j.ccell.2024.08.018/). Lastly, a spatial transcriptomic analysis of pancreatic cancer highlighted the heterogeneity of the TME, revealing conserved spatial ecotypes that could influence therapeutic responses (ref: Khaliq doi.org/10.1038/s41588-024-01914-4/).