HepaClear, a blood-based panel combining novel methylated CpG sites and protein markers, for the detection of early-stage hepatocellular carcinoma

被引:4
作者
Bai, Yi [1 ]
Xu, Juan [3 ]
Li, Deqiang [4 ]
Zhang, Xiaoyu [5 ]
Chen, Dapeng [5 ]
Xie, Fucun [2 ,6 ,7 ,8 ,9 ]
Huang, Longmei [4 ]
Yu, Xiaotian [4 ]
Zhao, Haitao [2 ]
Zhang, Yamin [1 ]
机构
[1] Nankai Univ, Tianjin Cent Hosp 1, Sch Med, Dept Hepatobiliary Surg, Tianjin, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Liver Surg, State Key Lab Complex Severe & Rare Dis, Beijing, Peoples R China
[3] Cent Hosp Shengli Oilfield, Dept Infect Dis, Dongying, Peoples R China
[4] Hangzhou New Horizon Hlth Technol Co Ltd, Hangzhou, Peoples R China
[5] Tianjin Med Univ, Cent Clin Sch 1, Tianjin, Peoples R China
[6] Chinese Acad Med Sci & Peking Union Med Coll, Canc Hosp, Dept Thorac Surg, Natl Canc Ctr,Natl Clin Res Ctr Canc, Beijing, Peoples R China
[7] Chinese Acad Med Sci & Peking Union Med Coll, Canc Hosp, Natl Clin Res Ctr Canc, Natl Canc Ctr,State Key Lab Mol Oncol, Beijing, Peoples R China
[8] Canc Hosp, Natl Clin Res Ctr Canc, Natl Canc Ctr, Cent Lab, Shenzhen, Peoples R China
[9] Chinese Acad Med Sci & Peking Union Med Coll, Shenzhen Hosp, Shenzhen, Peoples R China
关键词
DNA methylation; Hepatocellular carcinoma; 850K methylation array; Multi-target panel; Early detection; DES-GAMMA-CARBOXYPROTHROMBIN; ALPHA-FETOPROTEIN; HEPATITIS-C; DIAGNOSIS; CANCER; POPULATION; SURVEILLANCE; PROFILES; SURVIVAL; CHINA;
D O I
10.1186/s13148-023-01508-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundEarly screening and detection of hepatocellular carcinoma (HCC) can efficiently improve patient prognosis. We aimed to identify a series of hypermethylated DNA markers and develop a blood-based HCC diagnosis panel containing DNA methylation sites and protein markers with improved sensitivity for early-stage HCC detection.ResultsOverall, 850K methylation arrays were performed using paired tissue DNA samples from 60 HCC patients. Ten candidate hypermethylated CpG sites were selected for further evaluation by quantitative methylation-specific PCR with 60 pairs of tissue samples. Six methylated CpG sites, along with alpha-fetoprotein (AFP) and des-gamma-carboxyprothrombin (DCP), were assayed in 150 plasma samples. Finally, an HCC diagnosis panel, named HepaClear, was developed in a cohort consisting of 296 plasma samples and validated in an independent cohort consisting of 198 plasma samples. The HepaClear panel, containing 3 hypermethylated CpG sites (cg14263942, cg12701184, and cg14570307) and 2 protein markers (AFP and DCP), yielded a sensitivity of 82.6% and a specificity of 96.2% in the training set and a sensitivity of 84.7% and a specificity of 92.0% in the validation set. The HepaClear panel had higher sensitivity (72.0%) for early-stage HCC than AFP (>= 20 ng/mL, 48.0%) and DCP (>= 40 mAU/mL, 62.0%) and detected 67.5% of AFP-negative HCC patients (AFP <= 20 ng/mL).ConclusionsWe developed a multimarker HCC detection panel (HepaClear) that shows high sensitivity for early-stage HCC. The HepaClear panel exhibits high potential for HCC screening and diagnosis from an at-risk population.
引用
收藏
页数:14
相关论文
共 45 条
  • [1] Global surveillance of trends in cancer survival 2000-14 (CONCORD-3): analysis of individual records for 37 513 025 patients diagnosed with one of 18 cancers from 322 population-based registries in 71 countries
    Allemani, Claudia
    Matsuda, Tomohiro
    Di Carlo, Veronica
    Harewood, Rhea
    Matz, Melissa
    Niksic, Maja
    Bonaventure, Audrey
    Valkov, Mikhail
    Johnson, Christopher J.
    Esteve, Jacques
    Ogunbiyi, Olufemi J.
    Azevedo e Silva, Gulnar
    Chen, Wan-Qing
    Eser, Sultan
    Engholm, Gerda
    Stiller, Charles A.
    Monnereau, Alain
    Woods, Ryan R.
    Visser, Otto
    Lim, Gek Hsiang
    Aitken, Joanne
    Weir, Hannah K.
    Coleman, Michel P.
    [J]. LANCET, 2018, 391 (10125) : 1023 - 1075
  • [2] A decade of exploring the cancer epigenome - biological and translational implications
    Baylin, Stephen B.
    Jones, Peter A.
    [J]. NATURE REVIEWS CANCER, 2011, 11 (10) : 726 - 734
  • [3] Role of the GALAD and BALAD-2 Serologic Models in Diagnosis of Hepatocellular Carcinoma and Prediction of Survival in Patients
    Berhane, Sarah
    Toyoda, Hidenori
    Tada, Toshifumi
    Kumada, Takashi
    Kagebayashi, Chiaki
    Satomura, Shinji
    Schweitzer, Nora
    Vogel, Arndt
    Manns, Michael P.
    Benckert, Julia
    Berg, Thomas
    Ebker, Maria
    Best, Jan
    Dechene, Alexander
    Gerken, Guido
    Schlaak, Joerg F.
    Weinmann, Arndt
    Worns, Marcus A.
    Galle, Peter
    Yeo, Winnie
    Mo, Frankie
    Chan, Stephen L.
    Reeves, Helen
    Cox, Trevor
    Johnson, Philip
    [J]. CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2016, 14 (06) : 875 - +
  • [4] Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies
    Bettegowda, Chetan
    Sausen, Mark
    Leary, Rebecca J.
    Kinde, Isaac
    Wang, Yuxuan
    Agrawal, Nishant
    Bartlett, Bjarne R.
    Wang, Hao
    Luber, Brandon
    Alani, Rhoda M.
    Antonarakis, Emmanuel S.
    Azad, Nilofer S.
    Bardelli, Alberto
    Brem, Henry
    Cameron, John L.
    Lee, Clarence C.
    Fecher, Leslie A.
    Gallia, Gary L.
    Gibbs, Peter
    Le, Dung
    Giuntoli, Robert L.
    Goggins, Michael
    Hogarty, Michael D.
    Holdhoff, Matthias
    Hong, Seung-Mo
    Jiao, Yuchen
    Juhl, Hartmut H.
    Kim, Jenny J.
    Siravegna, Giulia
    Laheru, Daniel A.
    Lauricella, Calogero
    Lim, Michael
    Lipson, Evan J.
    Marie, Suely Kazue Nagahashi
    Netto, George J.
    Oliner, Kelly S.
    Olivi, Alessandro
    Olsson, Louise
    Riggins, Gregory J.
    Sartore-Bianchi, Andrea
    Schmidt, Kerstin
    Shih, Ie-Ming
    Oba-Shinjo, Sueli Mieko
    Siena, Salvatore
    Theodorescu, Dan
    Tie, Jeanne
    Harkins, Timothy T.
    Veronese, Silvio
    Wang, Tian-Li
    Weingart, Jon D.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
  • [5] Circulating tumor DNA as an early cancer detection tool
    Campos-Carrillo, Andrea
    Weitzel, Jeffrey N.
    Sahoo, Prativa
    Rockne, Russell
    Mokhnatkin, Janet V.
    Murtaza, Muhammed
    Gray, Stacy W.
    Goetz, Laura
    Goel, Ajay
    Schork, Nicholas
    Slavin, Thomas P.
    [J]. PHARMACOLOGY & THERAPEUTICS, 2020, 207
  • [6] Changing profiles of cancer burden worldwide and in China: a secondary analysis of the global cancer statistics 2020
    Cao, Wei
    Chen, Hong-Da
    Yu, Yi-Wen
    Li, Ni
    Chen, Wan-Qing
    [J]. CHINESE MEDICAL JOURNAL, 2021, 134 (07) : 783 - 791
  • [7] Highly sensitive alpha-fetoprotein, Lens culinaris agglutinin-reactive fraction of alpha-fetoprotein and des-gamma-carboxyprothrombin for hepatocellular carcinoma detection
    Caviglia, Gian Paolo
    Abate, Maria Lorena
    Petrini, Elisa
    Gaia, Silvia
    Rizzetto, Mario
    Smedile, Antonina
    [J]. HEPATOLOGY RESEARCH, 2016, 46 (03) : E130 - E135
  • [8] A Novel Blood-Based Panel of Methylated DNA and Protein Markers for Detection of Early-Stage Hepatocellular Carcinoma
    Chalasani, Naga P.
    Ramasubramanian, Tiruvidaimarudur S.
    Bhattacharya, Abhik
    Olson, Marilyn C.
    Edwards, David K., V
    Roberts, Lewis R.
    Kisiel, John B.
    Reddy, K. Rajender
    Lidgard, Graham P.
    Johnson, Scott C.
    Bruinsma, Janelle J.
    [J]. CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2021, 19 (12) : 2597 - +
  • [9] USP44hypermethylation promotes cell proliferation and metastasis in breast cancer
    Chen, Xin
    Wu, Xiaotang
    Lei, Wen
    [J]. FUTURE ONCOLOGY, 2021, 17 (03) : 279 - 289
  • [10] USP44 regulates irradiation-induced DNA double-strand break repair and suppresses tumorigenesis in nasopharyngeal carcinoma
    Chen, Yang
    Zhao, Yin
    Yang, Xiaojing
    Ren, Xianyue
    Huang, Shengyan
    Gong, Sha
    Tan, Xirong
    Li, Junyan
    He, Shiwei
    Li, Yingqin
    Hong, Xiaohong
    Li, Qian
    Ding, Cong
    Fang, Xueliang
    Ma, Jun
    Liu, Na
    [J]. NATURE COMMUNICATIONS, 2022, 13 (01)