The exploration of circulating tumor DNA (ctDNA) as a biomarker for cancer prognosis has gained significant traction, particularly in metastatic colorectal cancer (mCRC). A pivotal study from the PARADIGM trial demonstrated that specific ctDNA gene alterations, such as those in KRAS and NRAS, correlate with resistance to anti-EGFR therapies, highlighting the potential of ctDNA to guide treatment decisions (ref: Shitara doi.org/10.1038/s41591-023-02791-w/). Additionally, early changes in ctDNA levels have been shown to predict outcomes in patients treated with pembrolizumab across various solid tumors, indicating that ctDNA kinetics can serve as a reliable prognostic tool independent of tumor type and PD-L1 expression (ref: Stutheit-Zhao doi.org/10.1158/2159-8290.CD-23-1060/). In prostate cancer, a comprehensive analysis of ctDNA fraction across multiple trials revealed its potential utility in risk stratification, although consensus on its clinical application remains elusive (ref: Fonseca doi.org/10.1038/s41467-024-45475-w/). Furthermore, the detection of ctDNA prior to surgery in lung cancer patients was significantly associated with shorter recurrence-free survival, underscoring its role in monitoring minimal residual disease (ref: Tan doi.org/10.1002/cncr.35263/). The genomic landscape of liquid biopsies has also been characterized, with a substantial proportion of mutations found in TP53 and DNA damage response genes, suggesting that ctDNA analysis can provide insights into tumor biology and treatment resistance (ref: Vasseur doi.org/10.1038/s41698-024-00544-7/). Lastly, the identification of microRNA biomarkers, such as MIR652-3p, has been linked to resistance mechanisms in colorectal cancer, further emphasizing the multifaceted role of ctDNA and associated biomarkers in cancer management (ref: Hedayat doi.org/10.1158/1078-0432.CCR-23-2748/).