The prognostic significance of circulating tumor DNA (ctDNA) has been increasingly recognized in various cancer types, particularly in advanced breast cancer. A study highlighted the importance of baseline ctDNA levels, including the mean variant allele frequency (VAF) and the number of driver somatic mutations, which were found to be significant predictors of progression-free survival (PFS) and overall survival (OS) (ref: Mamann doi.org/10.1016/j.annonc.2025.06.015/). Specifically, a ctDNA-based risk model demonstrated independent prognostic capabilities compared to traditional RECIST criteria, indicating that ctDNA dynamics during treatment could provide critical insights into patient outcomes. Another study focused on the mutational landscape of ctDNA after progression on CDK4/6 inhibitors, revealing that mutations in TP53, PIK3CA, and RB1 were associated with shorter PFS, suggesting that ctDNA profiling could guide therapeutic decisions in metastatic HR-positive/HER2-negative breast cancer (ref: Jeselsohn doi.org/10.1016/j.esmoop.2025.105506/). Furthermore, the application of cell-free RNA (cfRNA) analysis in colorectal cancer detection showcased the potential of liquid biopsies in identifying cancer-specific alterations, emphasizing the role of ctDNA and cfRNA in early cancer detection and monitoring (ref: Ju doi.org/10.1038/s41587-025-02731-8/). Lastly, advancements in cell-free DNA testing for pancreatic cancer demonstrated the feasibility of using cfDNA characteristics for early detection and prognosis, highlighting the growing relevance of liquid biopsy technologies in clinical oncology (ref: Wu doi.org/10.1038/s41467-025-61890-z/).