Recent advancements in radiogenomics have highlighted the potential for personalized radiotherapy approaches, particularly in the context of various cancers. A study on papillary craniopharyngiomas demonstrated that over 90% of cases harbor BRAF mutations, with a clinical trial showing that 94% of patients responded positively to BRAF-MEK inhibition (ref: Brastianos doi.org/10.1056/NEJMoa2213329/). This suggests that targeted therapies based on genetic profiling can significantly enhance treatment efficacy. In endometrial cancer, molecular classification has been shown to predict responses to radiotherapy, with data from the PORTEC trials indicating that specific molecular subtypes correlate with improved outcomes following external beam radiotherapy and vaginal brachytherapy (ref: Horeweg doi.org/10.1200/JCO.23.00062/). These findings underscore the importance of integrating molecular diagnostics into treatment planning to optimize therapeutic strategies. Moreover, the role of genetic factors in treatment responses extends to childhood cancer survivors, where polygenic risk scores have been linked to the incidence of subsequent malignancies following chemotherapy (ref: Im doi.org/10.1200/JCO.23.00428/). This highlights the necessity of considering genetic predispositions when evaluating long-term treatment outcomes. Additionally, the study of tissue factor in glioblastoma revealed its critical role in mediating radio-resistance and tumor microenvironment remodeling post-radiation (ref: Jeon doi.org/10.1016/j.ccell.2023.06.007/). Collectively, these studies illustrate the evolving landscape of personalized radiotherapy, emphasizing the need for a tailored approach based on individual genetic and molecular profiles.