The integration of radiogenomics into personalized therapy has shown promising results in optimizing treatment outcomes for cancer patients. A study involving 402 PD-L1 sample pairs and 413 tumor mutational burden (TMB) sample pairs demonstrated that patients with consistent PD-L1 expression above 1% across multiple assessments had significantly improved objective response rates and progression-free survival (PFS) when treated with immune checkpoint inhibitors (ref: Di Federico doi.org/10.1016/j.annonc.2024.06.014/). This highlights the importance of dynamic biomarker assessments in predicting therapeutic responses. Additionally, research on tyrosine kinase inhibitors (TKIs) for non-small cell lung cancer (NSCLC) indicated that patients receiving CNS-penetrant TKIs with upfront stereotactic radiosurgery (SRS) experienced longer time-to-CNS progression and overall survival compared to those receiving TKIs alone (ref: Pike doi.org/10.1200/JCO.23.02668/). These findings underscore the potential of combining targeted therapies with radiotherapy to enhance treatment efficacy. Moreover, innovative therapeutic approaches such as multimodal phototheranostics and bioinspired photosensitizers are being explored to improve treatment precision. A novel optical fiber-mediated strategy utilizing aggregation-induced emission luminogens showed promise in achieving comprehensive tumor diagnosis and effective phototherapy for breast cancer (ref: Zhang doi.org/10.1002/adma.202406474/). Similarly, a bioinspired photosensitizer demonstrated the ability to reverse tumor thermoresistance, optimizing mild-hyperthermia photothermal therapy (ref: Li doi.org/10.1002/adma.202405890/). These advancements reflect a shift towards more personalized and effective cancer treatment modalities, emphasizing the need for continuous research in radiogenomics and therapeutic strategies.