Recent studies have highlighted the intricate relationship between radiotherapy and genomic interactions, particularly focusing on how specific genomic signatures can predict treatment responses. For instance, the PORTOS signature was validated in two major clinical trials, revealing that patients with higher PORTOS scores experienced significant benefits from dose escalation in prostate cancer treatments (ref: Dal Pra doi.org/10.1016/j.annonc.2025.01.017/). Additionally, a phase Ib trial investigated the combination of olaparib, a PARP inhibitor, with radiotherapy in soft-tissue sarcoma, establishing a recommended phase II dose of 100 mg olaparib twice daily, which may enhance therapeutic efficacy (ref: Sargos doi.org/10.1016/j.annonc.2025.01.016/). The role of immunotherapy in conjunction with radiotherapy was further explored in a phase 2 trial where atezolizumab, an anti-PD-L1 antibody, was administered post-chemoradiotherapy in esophageal squamous cell carcinoma, resulting in a notable complete response rate of 42.1% (ref: Bando doi.org/10.1038/s43018-025-00918-1/). These findings underscore the potential of integrating genomic profiling with therapeutic strategies to optimize patient outcomes. Moreover, innovative approaches to enhance radiotherapy's effectiveness have emerged, such as the use of manganese-coordinated chitosan microparticles that activate the cGAS-STING pathway, thereby boosting anti-tumor immunity (ref: Zhang doi.org/10.1002/adma.202418583/). Another study introduced a magnetic ion-generator that simultaneously increases DNA damage and reduces immunosuppression, effectively overcoming radioresistance (ref: Zhang doi.org/10.1002/adma.202406378/). Collectively, these studies illustrate a multifaceted approach to improving radiotherapy through genomic insights and novel therapeutic combinations, paving the way for more personalized cancer treatment strategies.