Circulating tumor DNA (ctDNA) has emerged as a pivotal biomarker in cancer management, particularly in stratifying treatment responses and predicting outcomes. In a phase 3 study, ctDNA-based stratification for chemotherapy combined with PD-1 inhibitors in advanced non-small-cell lung cancer (NSCLC) revealed that ctDNA status, along with genomic features such as blood-based tumor mutational burden, significantly predicted treatment efficacy (ref: Xu doi.org/10.1016/j.ccell.2024.08.013/). Similarly, the CIRCULATE-Japan GALAXY study demonstrated that ctDNA-based molecular residual disease (MRD) detection in colorectal liver metastases could guide adjuvant chemotherapy decisions, showing a marked survival benefit in patients with detectable ctDNA post-surgery (ref: Kataoka doi.org/10.1016/j.annonc.2024.08.2240/). Furthermore, an interim analysis of the same study indicated that ctDNA positivity was associated with significantly inferior disease-free survival and overall survival in resectable colorectal cancer, emphasizing its prognostic value (ref: Nakamura doi.org/10.1038/s41591-024-03254-6/). The role of ctDNA extends beyond prognostication; it also aids in understanding treatment resistance. In the MONALEESA trials, acquired gene alterations were more prevalent at the end of treatment compared to baseline, particularly in patients receiving ribociclib plus endocrine therapy, highlighting the dynamic nature of tumor evolution during treatment (ref: André doi.org/10.1016/j.annonc.2024.09.010/). The GOZILA study further illustrated the clinical utility of ctDNA profiling in advanced gastrointestinal tumors, reporting a 24% match rate for targeted therapies, thus enhancing patient outcomes (ref: Nakamura doi.org/10.1038/s41591-024-03244-8/). Collectively, these studies underscore the transformative potential of ctDNA in personalizing cancer therapy and monitoring treatment responses.