Recent advancements in integrated cancer diagnostics and treatment have highlighted the efficacy of novel therapeutic combinations and molecular profiling in various malignancies. In chronic lymphocytic leukemia (CLL), a study demonstrated that patients receiving venetoclax in combination with obinutuzumab or ibrutinib achieved significantly higher rates of undetectable minimal residual disease at 15 months compared to traditional chemoimmunotherapy (86.5% and 92.2% vs. 52.0%, P<0.001) and improved three-year progression-free survival (90.5% vs. 75.5%, P<0.001) (ref: Eichhorst doi.org/10.1056/NEJMoa2213093/). Similarly, in ovarian cancer, the PAOLA-1 trial revealed that maintenance therapy with olaparib and bevacizumab significantly improved overall survival, particularly in patients with BRCA mutations or homologous recombination deficiency (ref: Ray-Coquard doi.org/10.1016/j.annonc.2023.05.005/). These findings underscore the importance of tailoring treatment based on molecular characteristics to enhance patient outcomes. Moreover, the exploration of molecular markers in metastatic diseases has provided insights into treatment responses. For instance, a study on KRAS-mutant lung adenocarcinoma identified KEAP1 and SMARCA4 mutations as significant predictors of poor overall survival (ref: Boiarsky doi.org/10.1016/j.annonc.2023.04.514/). In prostate cancer, the timing of metastasis was shown to influence clinical outcomes, with distinct transcriptomic profiles observed between synchronous and metachronous cases (ref: Sutera doi.org/10.1016/j.annonc.2023.04.515/). Collectively, these studies emphasize the critical role of integrated diagnostics in informing treatment strategies and improving prognostic accuracy in cancer care.