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.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Integration of hepatitis B virus DNA in liver tissues from patients with hepatocellular carcinoma and liver cirrhosis
    张沛怡
    王燕颖
    成军
    郎振为
    杨倩
    张建中
    黄德庄
    杨艳杰
    中华肝脏病杂志, 2005, (05) : 389 - 390
  • [22] Cost-effectiveness of suppressing hepatitis B virus DNA in immune tolerant patients to prevent hepatocellular carcinoma and cirrhosis
    Enriquez, A. D.
    Campbell, M. S.
    Reddy, K. R.
    ALIMENTARY PHARMACOLOGY & THERAPEUTICS, 2007, 26 (03) : 383 - 391
  • [23] Rapid and cost-effective polymorphism identification and genotyping using restriction site associated DNA (RAD) markers
    Miller, Michael R.
    Dunham, Joseph P.
    Amores, Angel
    Cresko, William A.
    Johnson, Eric A.
    GENOME RESEARCH, 2007, 17 (02) : 240 - 248
  • [24] Early hepatocellular carcinoma detection using magnetic resonance imaging is cost-effective in high-risk patients with cirrhosis
    Nahon, Pierre
    Najean, Marie
    Layese, Richard
    Zarca, Kevin
    Segar, Laeticia Blampain
    Cagnot, Carole
    Ganne-Carrie, Nathalie
    N'Kontchou, Gisele
    Pol, Stanislas
    Chaffaut, Cendrine
    Carrat, Fabrice
    Ronot, Maxime
    Audureau, Etienne
    Durand-Zaleski, Isabelle
    JHEP REPORTS, 2022, 4 (01)
  • [25] Detection and Quantification of Hepatitis B Virus Genomes in Peripheral Blood Mononuclear Cells of Chronic Hepatitis B Virus Infection, Cirrhosis, and Hepatocellular Carcinoma Patients
    Poortahmasebi, Vahdat
    Alavian, Seyed Moayed
    Ghaziasadi, Azam
    Azadi, Arezou
    Toosi, Mohsen Nasiri
    Jazayeri, Seyed Mohammad
    HEPATITIS MONTHLY, 2021, 21 (10)
  • [26] Quantitation of hepatitis B virus DNA in plasma using a sensitive cost-effective "in-house" real-time PCR assay
    Daniel, Hubert Darius J.
    Fletcher, John G.
    Chandy, George M.
    Abraham, Priya
    INDIAN JOURNAL OF MEDICAL MICROBIOLOGY, 2009, 27 (02) : 111 - 115
  • [27] Identification of race-associated metabolite biomarkers for hepatocellular carcinoma in patients with liver cirrhosis and hepatitis C virus infection
    Di Poto, Cristina
    He, Shisi
    Varghese, Rency S.
    Zhao, Yi
    Ferrarini, Alessia
    Su, Shan
    Karabala, Abdullah
    Redi, Mesfin
    Mamo, Hassen
    Rangnekar, Amol S.
    Fishbein, Thomas M.
    Kroemer, Alexander H.
    Tadesse, Mahlet G.
    Roy, Rabindra
    Sherif, Zaki A.
    Kumar, Deepak
    Ressom, Habtom W.
    PLOS ONE, 2018, 13 (03):
  • [28] Preventive effects of antiviral therapy on progression of chronic hepatitis C virus infection to liver cirrhosis and hepatocellular carcinoma in Taiwan
    Yu, ML
    Chuang, WL
    Dai, CY
    Lee, LP
    Chen, SC
    Lin, ZY
    Hsieh, MY
    Wang, LY
    Chang, WY
    JOURNAL OF HEPATOLOGY, 2003, 38 : 183 - 183
  • [29] Hepatocellular carcinoma after renal transplantation: The long-term impact of cirrhosis on chronic hepatitis B virus infection
    Fan, W. -C.
    King, K. -L.
    Loong, C. -C.
    Wu, C. -W.
    TRANSPLANTATION PROCEEDINGS, 2006, 38 (07) : 2080 - 2083
  • [30] Phase I Trial of a Therapeutic DNA Vaccine for Preventing Hepatocellular Carcinoma from Chronic Hepatitis C Virus (HCV) Infection
    Jacobson, Jeffrey M.
    Zahrieh, David
    Strand, Carrie A.
    Cruz-Correa, Marcia
    Pungpapong, Surakit
    Roberts, Lewis R.
    Mandrekar, Sumithra J.
    Rodriguez, Luz Maria
    Boyer, Jean
    Marrero, Idania
    Kraynyak, Kimberly A.
    Morrow, Matthew P.
    Sylvester, Albert J.
    Pawlicki, Jan M.
    Gillespie, Elisabeth
    Barranco, Eduardo
    Richmond, Ellen
    Umar, Asad
    Weiner, David B.
    Limburg, Paul J.
    Cancer Prevention Network
    CANCER PREVENTION RESEARCH, 2023, 16 (03) : 163 - 174