Cost-Effective Identification of Hepatocellular Carcinoma from Cirrhosis or Chronic Hepatitis Virus Infection Using Eight Methylated Plasma DNA Markers

被引:0
|
作者
Yang, Tian [1 ]
Wang, Mingda [1 ]
Wang, Nanya [2 ,3 ]
Pan, Mingxin [4 ]
Xu, Yu [5 ]
You, Qiancheng [5 ]
Yao, Lanqing [1 ]
Xu, Jiahao [1 ]
Gu, Lihui [1 ]
Sun, Xiaodong [2 ]
Zhang, Lei [5 ]
Xu, Jiayue [5 ]
Li, Bingsi [5 ]
Wang, Guoqiang [5 ]
Cai, Shangli [5 ]
Lv, Guoyue [2 ]
Shen, Feng [1 ]
机构
[1] Naval Med Univ, Eastern Hepatobiliary Surg Hosp, Dept Hepatobiliary Surg, Shanghai 200438, Peoples R China
[2] First Hosp Jilin Univ, Gen Surg Ctr, Dept Hepatobiliary & Pancreat Surg, Changchun 130021, Jilin, Peoples R China
[3] First Hosp Jilin Univ, Phaseclin trials unit 1, Changchun 130021, Jilin, Peoples R China
[4] Southern Med Univ, Zhujiang Hosp, Gen Surg Ctr, Dept Hepatobiliary Surg 2, Guangzhou 510280, Peoples R China
[5] Burning Rock Biotech, Guangzhou 510300, Peoples R China
基金
上海市自然科学基金; 中国国家自然科学基金;
关键词
chronic hepatitis virus infection; early detection; hepatocellular carcinoma; liver cirrhosis; methylated plasma DNA marker; CIRCULATING TUMOR DNA; HYPERMETHYLATION; DIAGNOSIS;
D O I
10.1002/advs.202411945
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Early detection of hepatocellular carcinoma (HCC) in patients with liver cirrhosis (LC) and/or hepatitis virus B/C infection (HVI) improves survival, highlighting the need for accurate, affordable diagnostic tools. Here, 11 methylated DNA markers (MDMs) are identified during marker discovery. In phase I, each selected MDM is validated in 175 plasma samples (HCC, n = 85; LC/HVI, n = 72) by the CO-methylation aMplification rEal-Time PCR (COMET) assay. Of these, 8 MDMs are qualified for phase II study, where a logistic regression model (COMET-LR) is trained and validated with 336 plasma samples (HCC, n = 211; LC/HVI, n = 113; training vs validation, 2:1). In the validation, the COMET-LR achieved 90.0% sensitivity at 97.4% specificity. Notably, sensitivity in patients with TNM stage I, diameter<3 cm, AFP-negative (<20 ng mL(-1)), PIVKA-II-negative (<40 mAU mL(-1)) is 82.4%, 77.8%, 88.6%, and 85.7%, respectively. The COMET-LR outperformed multiple protein markers (AFP, AFP-L3, and PIVKA-II) and published scores for HCC screening (GALAD, Doylestown, and ASAP), in terms of both sensitivity and specificity. The assay represents a significant advancement in addressing the unmet need for accurate, non-invasive, accessible, and cost-effective early detection tools for LC/HVI individuals. Further validation in a prospective cohort is warranted.
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页数:11
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