The utilization of circulating tumor DNA (ctDNA) in liquid biopsies has emerged as a transformative approach in cancer monitoring and treatment strategies. One notable study introduced a personalized tumor-informed technology, PROPHET, which employs deep sequencing of patient-specific variants to detect molecular residual disease (MRD) in non-small cell lung cancer (NSCLC) patients. This method demonstrated a sensitivity of 45% at baseline, significantly outperforming traditional fixed-panel assays when applied to 760 plasma samples from 181 patients (ref: Chen doi.org/10.1016/j.ccell.2023.08.010/). In colorectal cancer, a prospective cohort study validated a cell-free DNA methylation-based blood test for screening high-risk populations, highlighting its potential to improve compliance and reduce complications associated with conventional colonoscopy (ref: Zhao doi.org/10.1186/s12943-023-01866-z/). Furthermore, ctDNA monitoring has been shown to inform treatment outcomes in advanced NSCLC, identifying patients at higher risk for disease progression during chemo-immunotherapy (ref: Pellini doi.org/10.1158/1078-0432.CCR-23-1578/). The prognostic value of ctDNA extends to various cancers, including esophageal squamous cell carcinoma, where alterations in ctDNA were associated with poor progression-free survival (PFS) and overall survival (OS) (ref: Ng doi.org/10.1001/jamasurg.2023.4395/). Additionally, studies have explored the dynamics of ctDNA as prognostic markers in locally advanced rectal cancer, suggesting that ctDNA clearance rates post-chemoradiotherapy could guide clinical decisions (ref: Pezeshki doi.org/10.1186/s40364-023-00521-5/). However, the DYNAMIC trial raised concerns about the practical implications of ctDNA-guided approaches for adjuvant chemotherapy in colorectal cancer, emphasizing the need for further validation (ref: Olivier doi.org/10.1186/s12916-023-03037-9/). Overall, the integration of ctDNA analysis into clinical practice holds promise for enhancing personalized treatment strategies across various cancer types.