The integration of radiogenomics into personalized radiotherapy has emerged as a pivotal area of research, particularly in understanding the molecular underpinnings of treatment responses. One significant study evaluated the efficacy of everolimus in children with recurrent or progressive low-grade glioma, revealing a 6-month progression-free survival (PFS) of 67.4% and a median PFS of 11.1 months, suggesting a potential therapeutic avenue based on the PI3K/AKT/mTOR pathway (ref: Haas-Kogan doi.org/10.1200/JCO.23.01838/). Another study focused on the neoadjuvant treatment of triple-negative breast cancer (TNBC) with a regimen combining pembrolizumab, carboplatin, and docetaxel, reporting promising pathological complete response (pCR) rates and a 3-year event-free survival (EFS) that underscores the importance of biomarker-driven approaches in treatment planning (ref: Sharma doi.org/10.1001/jamaoncol.2023.5033/). Additionally, research into the genetic architecture of immune responses post-radiation exposure has provided insights into radiosensitivity, highlighting the role of host genetics in treatment outcomes (ref: He doi.org/10.1016/j.xgen.2023.100422/). These findings collectively emphasize the necessity of tailoring radiotherapy based on genetic and molecular profiles to enhance treatment efficacy and minimize adverse effects.