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"Liquid biopsy"

Review Article

Clinical utility of liquid biopsy in biliary tract cancer: Diagnosis to treatment monitoring
Seonjeong Woo, Sohyun Hwang, Chan Kim, Hong Jae Chon
Received March 19, 2026  Accepted June 21, 2026  Published online June 25, 2026  
DOI: https://doi.org/10.3350/cmh.2026.0337    [Accepted]
Biliary tract cancer (BTC) represents a formidable clinical challenge characterized by extensive genomic heterogeneity and a poor prognosis, primarily due to advanced stage diagnosis. Although systemic therapies, including chemotherapy, targeted therapies, and immune checkpoint inhibitors, have become the standard of care, their efficacy remains modest, and subsequent treatment options are limited. BTC management is further complicated by the inherent difficulty of obtaining high-quality tissue biopsies, impeding timely genomic profiling and subsequent therapeutic decision-making. Liquid biopsy has emerged as a minimally invasive alternative, facilitating comprehensive tumor characterization through circulating tumor cells, cell-free DNA, RNA, and proteins. These approaches hold promise for early detection, assessment of minimal residual disease, identification of actionable targets, and real-time monitoring of treatment response and resistance, thereby supporting precision oncology. Despite technical challenges such as limited sensitivity for structural variations, variability across platforms, and the need for standardized validation, liquid biopsy offers transformative potential in BTC. This review discusses current strategies, clinical applications, and future directions for integrating liquid biopsy into routine practice to improve survival and quality of life in patients with BTC.
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Original Articles
Pre-operative risk assessment of hepatocellular carcinoma recurrence in liver transplant recipients by non-invasive detection of pre-existing genetic lesions
Suqin Yang, Sunbin Ling, Jianhua Li, Yan Wang, Jiapei Wang, Qiwei Huang, Fanming Liu, Yiqi Zhuang, Yingyu Zheng, Rui Wang, Zhe Yang, Xiaoping Zheng, Kai Wang, Zhikun Liu, Jun Chen, Jianguo Wang, Haiyang Xie, Lin Zhou, Leiming Chen, Guoqiang Cao, Dandan Chen, Junfang Ji, Bin Zhao, Chao Jiang, Di Lu, Xuyong Wei, Hangjin Jiang, Qiaonan Shan, Hengbo Shi, Yong-Zhen Xu, Shusen Zheng, Zhengxin Wang, Shengda Lin, Xiao Xu
Clin Mol Hepatol 2026;32(2):884-903.
Published online February 11, 2026
DOI: https://doi.org/10.3350/cmh.2025.1069
Background/Aims
Liver transplantation (LT) following total hepatectomy is a life-saving treatment for hepatocellular carcinoma (HCC). The HCC recurrence after LT hinders the effectiveness of the procedure. The objective of this study is to develop a pre-operative risk stratification model based on a liquid biopsy.
Methods
We conducted a comprehensive multi-omics study of 260 HCC patients from three centers, including clinical data, low-coverage whole-genome sequencing of cell-free DNA (cfDNA) from plasma, as well as whole-exome, single-nucleus RNA, and spatial transcriptomics from matched tumor and non-tumor tissues.
Results
We identified cfDNA-derived copy number alteration (CNA) signatures associated with post-transplant recurrence. By integrating cfDNA-derived CNA profiles with single-cell transcriptomic data, we traced recurrence-associated cfDNA to a distinct subpopulation of malignant cells within the primary tumor. These cells were embedded in a pro-metastatic microenvironment of specialized endothelial subtypes and cancer-associated fibroblasts. Notably, most recurrence-associated lesions were detectable in cfDNA prior to liver transplantation (LT). Building on these insights, we developed the ZJU Criteria based on CNA fragments and tumor markers, a pre-LT risk prediction tool that integrates conventional clinical factors with cfDNA-derived CNA signatures, and validated it using internal and independent external cohorts.
Conclusion
Our findings suggest that post-transplant recurrence commonly originates from advanced subclones that emerge late during tumor evolution. The ZJU Criteria provides an accurate, non-invasive strategy that significantly improves pre-LT risk stratification and clinical decision-making for patients with HCC.
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Hepatic neoplasm

Prognostic value of ultra-low-pass whole-genome sequencing of circulating tumor DNA in hepatocellular carcinoma under systemic treatment
Miguel Sogbe, Idoia Bilbao, Francesco P. Marchese, Jon Zazpe, Annarosaria De Vito, Marta Pozuelo, Delia D’Avola, Mercedes Iñarrairaegui, Carmen Berasain, Maria Arechederra, Josepmaria Argemi, Bruno Sangro
Clin Mol Hepatol 2024;30(2):177-190.
Published online December 29, 2023
DOI: https://doi.org/10.3350/cmh.2023.0426
Background/Aims
New prognostic markers are needed to identify patients with hepatocellular carcinoma (HCC) who carry a worse prognosis. Ultra-low-pass whole-genome sequencing (ULP-WGS) (≤0.5× coverage) of cell-free DNA (cfDNA) has emerged as a low-cost promising tool to assess both circulating tumor DNA (ctDNA) fraction and large structural genomic alterations. Here, we studied the performance of ULP-WGS of plasma cfDNA to infer prognosis in patients with HCC.
Methods
Plasma samples were obtained from patients with HCC prior to surgery, locoregional or systemic therapy, and were analyzed by ULP-WGS of cfDNA to an average genome-wide fold coverage of 0.3x. ctDNA and copy number alterations (CNA) were estimated using the software package ichorCNA.
Results
Samples were obtained from 73 HCC patients at different BCLC stages (BCLC 0/A: n=37, 50.7%; BCLC B/C: n=36, 49.3%). ctDNA was detected in 18 out of 31 patients who received systemic treatment. Patients with detectable ctDNA showed significantly worse overall survival (median, 13.96 months vs not reached). ctDNA remained an independent predictor of prognosis after adjustment by clinical-pathologic features and type of systemic treatment (hazard ratio 7.69; 95%, CI 2.09–28.27). Among ctDNA-positive patients under systemic treatments, the loss of large genomic regions in 5q and 16q arms was associated with worse prognosis after multivariate analysis.
Conclusions
ULP-WGS of cfDNA provides clinically relevant information about the tumor biology. The presence of ctDNA and the loss of 5q and 16q arms in ctDNA-positive patients are independent predictors of worse prognosis in patients with advanced HCC receiving systemic therapy.

Citations

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