Evidence map›Paper›PMID 41163059›Full record

ArticleJournal of hematology & oncology2025

The genomic and epigenomic abnormalities of plasma cfDNA as liquid biopsy biomarkers to detect hepatocellular carcinoma: a multicenter cohort study.

Dezhen Guo, Ao Huang, Jianlong Sun, Shiyu Zhang, Jianwen Cheng, Ruijingfang Jiang, Yupeng Wang, Huihao Chen, Fengming Zhang, Jiaxi Peng and 11 more

Abstract readMulticenter StudyLetter
In one paragraph

Article in Journal of hematology & oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

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  8. [Advances in basic and experimental diagnostic research on liver diseases in 2025​].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2026
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Dezhen Guo *Department of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China.
Ao Huang *Department of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China.
Jianlong Sun *BGI Genomics, Shenzhen, China.
Shiyu Zhang *Department of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China.
Jianwen ChengDepartment of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China.
Ruijingfang JiangBGI Genomics, Shenzhen, China.
Yupeng WangDepartment of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China.
Huihao ChenBGI Genomics, Shenzhen, China.
Fengming ZhangBGI Genomics, Shenzhen, China.
Jiaxi PengBGI Genomics, Shenzhen, China.
Jie YuanDepartment of General Surgery, Foshan Clinical Medical School, Guangzhou University of Chinese Medicine, Foshan, China.
Jiefei WangDepartment of Liver Intensive Care Unit, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Hongying GuoDepartment of Liver Intensive Care Unit, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Zhong ChenDepartment of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China.
Yongjun ChenDepartment of General Surgery, Hepatobiliary Surgery, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
Xuxiao ChenDepartment of General Surgery, Hepatobiliary Surgery, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
Shida ZhuBGI Genomics, Shenzhen, China.
Jia FanDepartment of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China.
Yuying WangBGI Genomics, Shenzhen, China. wangyuying@bgi.com.
Xinrong YangDepartment of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China. yang.xinrong@zs-hospital.sh.cn.
Jian ZhouDepartment of Hepatobiliary Surgery and Liver Transplantation, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Fudan University, Ministry of Education, Shanghai, China. zhou.jian@zs-hospital.sh.cn.

Funding

National Key Research & Development Program of China 2021YFC2501900Science and Technology Commission of Shanghai Municipality 21140900300the National Natural Science Foundation of China 82503260, 82473484, 82341027, 82150004 and 82072715the Noncommunicable Chronic Diseases-National Science and Technology Major Project 2024ZD0525400,2024ZD0525406the Original Discovery Program of National Natural Science of China 82150004the project from Shanghai hospital development center SHDC2023CRD025the Projects from Shanghai Municipal Health Commission 2022LJ005 and 201940075the Shanghai Municipal Health Commission Collaborative Innovation Cluster Project 2019CXJQ02the State Key Program of National Natural Science of China 81830102the Zhongshan Hospital Science Foundation 2021ZSCX28, 2020ZSLC31, ZSZP202417
6 · The paper itself

Abstract

Circulating tumor DNA (ctDNA) is a promising biomarker for early cancer detection; however, the optimal biomarker approach for early detection of hepatocellular carcinoma (HCC) remains unclear. Furthermore, current next-generation sequencing-based detection methods remain costly and complex, limiting their clinical utility for high-risk population screening. Hence, this study compared ctDNA mutation and methylation for HCC detection and aimed to develop a clinically accessible assay. A total of 1965 participants, including 629 HCC and 1336 control participants, were enrolled in five centers. Parallel ultra-deep targeted sequencing and targeted bisulfite sequencing revealed that a methylation-based ctDNA model significantly outperformed the mutation model in detecting HCC (sensitivity, 92.1% vs. 63.7%; P < 0.001), with no added benefit from combining both markers. We subsequently developed a multiplex PCR-based bisulfite amplicon sequencing assay (MBA-seq) using 25 selected methylation markers, achieving high diagnostic accuracy (AUC = 0.958, sensitivity = 86.7%, specificity = 90.1%) in the testing set. Further refinement through AUC-based selection yielded a two-marker panel (OTX1 and HIST1H3G) adapted into a quantitative methylation-specific PCR assay, designated HCCtect. This optimized model showed robust performance (AUC = 0.925, sensitivity = 78.4%, specificity = 93.0%), significantly surpassing alpha-fetoprotein (P < 0.001) while comparable with MBA-seq. HCCtect also demonstrated efficacy in early-stage HCC detection (sensitivity = 69.5%) and discrimination from chronic hepatitis B or liver cirrhosis (specificity = 93.0%). These findings establish ctDNA methylation as a superior approach over mutation analysis and highlight HCCtect as a promising non-invasive tool for HCC detection and high-risk population monitoring.

Indexed as

Biomarkers, TumorCarcinoma, HepatocellularCirculating Tumor DNALiver NeoplasmsAdultAgedCohort StudiesDNA MethylationEarly Detection of CancerEpigenomicsFemaleGenomicsHigh-Throughput Nucleotide SequencingHumansLiquid BiopsyMaleBiomarkers, TumorCirculating Tumor DNACirculating tumor DNAEarly detectionHepatocellular carcinomaMethylationsMutations

Identifiers

PMID41163059
PMCPMC12570653

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.