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

肝细胞癌 肝硬化 医学 乙型肝炎病毒 彗星试验 内科学 胃肠病学 丙型肝炎病毒 阶段(地层学) DNA甲基化 病毒 病毒学 DNA损伤 生物 DNA 古生物学 遗传学 基因表达 基因 生物化学
作者
Tian Yang,Ming-Da Wang,Nanya Wang,Mingxin Pan,Yu Xu,Qiancheng You,Lan‐Qing Yao,Jiahao Xu,Lihui Gu,Xiaodong Sun,Lei Zhang,Jiayue Xu,Bingsi Li,Guoqiang Wang,Shangli Cai,Guoyue Lv,Feng Shen
出处
期刊:Advanced Science [Wiley]
标识
DOI:10.1002/advs.202411945
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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