The tumor microenvironment (TME) plays a critical role in shaping the immune response to cancer therapies, particularly immunotherapies. A study utilizing single-cell RNA and TCR sequencing analyzed surgical samples from 234 non-small cell lung cancer (NSCLC) patients treated with anti-PD-1 therapy, revealing significant immune heterogeneity that correlates with variable therapeutic outcomes (ref: Liu doi.org/10.1016/j.cell.2025.03.018/). This highlights the importance of understanding the TME's composition and its influence on treatment efficacy. Another study focused on clear cell renal cell carcinoma (ccRCC) demonstrated that hypoxia-induced upregulation of the HIF transcription factor activates endogenous retroviruses, which may enhance immune recognition and response to therapies (ref: Jiang doi.org/10.1016/j.cell.2025.01.046/). Furthermore, research on bacterial immunotherapy indicated that engineered Salmonella can evade immune defenses while simultaneously stimulating anti-tumor responses, showcasing a novel approach to harnessing the TME for therapeutic benefit (ref: Chang doi.org/10.1016/j.cell.2025.02.002/). Together, these studies underscore the complexity of immune interactions within the TME and their implications for improving cancer treatment strategies. In addition to immune modulation, the TME's metabolic landscape significantly influences tumor behavior and treatment resistance. For instance, a study on triple-negative breast cancer (TNBC) identified that tumor-derived arachidonic acid reprograms neutrophils, promoting immune suppression and therapy resistance (ref: Yu doi.org/10.1016/j.immuni.2025.03.002/). This finding emphasizes the need to explore metabolic pathways as potential therapeutic targets. Moreover, anti-VEGF treatment was shown to enhance the efficacy of immune checkpoint blockade through a BAFF- and IL-12-dependent mechanism, indicating that targeting the TME can synergistically improve immunotherapy outcomes (ref: Benmebarek doi.org/10.1016/j.immuni.2025.02.017/). Lastly, the characterization of cancer-associated fibroblasts (CAFs) through single-cell spatial multi-omics revealed distinct spatial subtypes that contribute to the TME's complexity and influence therapy responses (ref: Liu doi.org/10.1016/j.ccell.2025.03.004/). These insights collectively highlight the multifaceted interactions within the TME that dictate tumor progression and therapeutic responses.