Recent studies have explored the interactions between radiotherapy and immunotherapy, particularly in the context of triple-negative breast cancer (TNBC). Shiao et al. utilized single-cell transcriptomics and spatial proteomics to analyze TNBC biopsies at various treatment stages, revealing that non-responders to pembrolizumab exhibited a lack of immune infiltrate and minimal immune changes post-therapy (ref: Shiao doi.org/10.1016/j.ccell.2023.12.012/). Complementarily, Shaitelman et al. highlighted the synergy between radiotherapy and pembrolizumab, suggesting that microenvironment-guided patient selection could enhance treatment efficacy (ref: Shaitelman doi.org/10.1016/j.ccell.2023.12.009/). In the realm of lung cancer, Memon et al. identified mechanisms of acquired resistance to PD-(L)1 blockade, emphasizing the role of persistent IFN signaling and immune dysfunction, which could inform strategies to overcome resistance (ref: Memon doi.org/10.1016/j.ccell.2023.12.013/). These findings collectively underscore the importance of understanding tumor microenvironments and immune responses in optimizing combined treatment modalities.