Recent studies have focused on the intersection of radiotherapy and genomic profiles, particularly in breast cancer and glioblastoma. One significant study developed and validated a genomic profile aimed at identifying patients with early-stage invasive breast cancer who could safely omit local adjuvant radiation therapy. The research utilized a training cohort of 243 patients and a validation cohort of 354 patients, demonstrating the potential for personalized treatment strategies based on genomic data (ref: Sjöström doi.org/10.1200/JCO.22.00655/). In glioblastoma, another study highlighted the role of lysine-specific histone demethylase 1A (KDM1A) in enhancing the efficacy of temozolomide, a common chemotherapeutic agent. The inhibition of KDM1A was shown to attenuate DNA double-strand break repair, leading to improved survival rates in tumor-bearing mice (ref: Alejo doi.org/10.1093/neuonc/). Furthermore, the association of deep MR imaging features with genomic profiles in breast cancer was explored, revealing that advanced deep learning techniques could capture tumor heterogeneity more effectively than traditional methods (ref: Liu doi.org/10.1186/s40364-023-00455-y/). These findings underscore the importance of integrating genomic profiling with radiotherapy to enhance treatment outcomes and tailor therapies to individual patient needs. In addition, the study on radiation-induced circulating myeloid-derived suppressor cells in glioblastoma patients provided insights into the biological mechanisms underlying severe lymphopenia following chemoradiotherapy. This condition has been correlated with poorer survival outcomes, suggesting that understanding these mechanisms could lead to improved therapeutic strategies (ref: Ghosh doi.org/10.1126/scitranslmed.abn6758/). Another study examined the impact of prolonged interferon signaling in cancer cells, which was found to promote resistance to immune checkpoint blockade by facilitating T cell dysfunction through epigenetic memory (ref: Qiu doi.org/10.1038/s43018-022-00490-y/). Collectively, these studies highlight the critical role of genomic and radiogenomic factors in shaping treatment responses and resistance mechanisms in cancer therapy.