The exploration of circulating tumor DNA (ctDNA) has emerged as a pivotal advancement in cancer diagnostics and monitoring. A significant study evaluated ctDNA dynamics in patients with resected extrahepatic cholangiocarcinoma, revealing that longitudinal monitoring can effectively predict recurrence and inform decisions regarding adjuvant chemotherapy (ref: Yoo doi.org/10.1016/j.jhep.2024.10.043/). This study underscores the clinical utility of ctDNA as a biomarker for molecular residual disease (MRD), particularly in the context of the STAMP trial comparing adjuvant therapies. In another innovative approach, the MisMatchFinder tool was developed to detect mutational signatures from ctDNA using low-coverage whole-genome sequencing, demonstrating its efficacy across 375 plasma samples from various cancer types (ref: Hollizeck doi.org/10.1038/s41467-024-54193-2/). This method enhances the understanding of cancer mutational processes and could facilitate personalized treatment strategies. Furthermore, the integration of CRISPR technology in barcoding small extracellular vesicles (sEVs) has enabled comprehensive analysis of their biogenesis and release, providing insights into the regulatory mechanisms involved (ref: Kunitake doi.org/10.1038/s41467-024-53736-x/). Collectively, these studies highlight the transformative potential of ctDNA and liquid biopsy technologies in improving cancer management and patient outcomes.