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 40 条
  • [1] HepaClear, a blood-based panel combining novel methylated CpG sites and protein markers, for the detection of early-stage hepatocellular carcinoma
    Yi Bai
    Juan Xu
    Deqiang Li
    Xiaoyu Zhang
    Dapeng Chen
    Fucun Xie
    Longmei Huang
    Xiaotian Yu
    Haitao Zhao
    Yamin Zhang
    Clinical Epigenetics, 15
  • [2] 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.
    CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2021, 19 (12) : 2597 - +
  • [3] COMBINED METHYLATED DNA AND PROTEIN MARKERS: AN ACCURATE BLOOD-BASED TEST FOR EARLY-STAGE DETECTION OF HEPATOCELLULAR CARCINOMA
    Chalasani, Naga P.
    Ramasubramanian, T.
    Bruinsma, Janelle J.
    Allawi, Hatim T.
    Olson, Marilyn
    Roberts, Lewis R.
    Kisiel, John
    Reddy, K. Rajender
    Lidgard, Graham P.
    Johnson, Scott C.
    HEPATOLOGY, 2019, 70 : 72A - 73A
  • [4] Algorithm for blood-based panel of methylated DNA and protein markers to detect early-stage hepatocellular carcinoma with high specificity.
    Chalasani, Naga P.
    Bhattacharya, Abhik
    Book, Adam
    Neis, Brenda
    Xiong, Kong
    Ramasubramanian, T.
    Johnson, Scott
    Lidgard, Graham P.
    Roberts, Lewis R.
    Kisiel, John B.
    Reddy, K. Rajender
    Singal, Amit G.
    Olson, Marilyn
    Bruinsma, Janelle J.
    JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)
  • [5] Novel Blood-Based DNAMethylation Panel for Detection of Lung Cancer at Very Early Stage
    Di, F.
    Li, M.
    Yang, Y.
    Yuan, H.
    Jin, J.
    Yang, R.
    JOURNAL OF THORACIC ONCOLOGY, 2023, 18 (11) : S214 - S214
  • [6] Combination Assay of Methylated HOXA1 with Tumor Markers Shows High Sensitivity for Detection of Early-Stage Hepatocellular Carcinoma
    Kunimune, Yuki
    Suehiro, Yutaka
    Saeki, Issei
    Yamauchi, Yurika
    Tanabe, Norikazu
    Matsumoto, Toshihiko
    Higaki, Shingo
    Fujii, Ikuei
    Suzuki, Chieko
    Okayama, Naoko
    Nishioka, Mitsuaki
    Ichihara, Kiyoshi
    Nagano, Hiroaki
    Sakaida, Isao
    Takami, Taro
    Yamasaki, Takahiro
    LIVER CANCER, 2024, 13 (05) : 487 - 497
  • [7] Blood-based detection of early-stage colorectal cancer using multiomics and machine learning
    Putcha, Girish
    Liu, Tzu-Yu
    Ariazi, Eric
    Bertin, Marvin
    Drake, Adam
    Dzamba, Michael
    Hogan, Greg
    Kothen-Hill, Steven
    Liao, Jeffrey
    Li, Kang
    Mahajan, Shivani
    Palaniappan, Krishnan
    Sansanwal, Poonam
    St John, John
    Ulz, Peter
    Wan, Nathan
    Warsinske, Hayley
    Weinberg, David
    Yang, Rui
    Lin, Jimmy
    JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (04)
  • [8] Identification of blood-based inflammatory biomarkers for the early-stage detection of acute myocardial infarction
    Sarker, Md. Takim
    Saha, Shuvo
    Biswas, Partha
    Islam, Md. Tanvir
    Sheikh, Mohammad Ashik
    Hasan, Md. Nahid
    Islam, Nadira
    Rabbe, Md. Mobenul Islam
    Rafi, Md. Oliullah
    NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, 2022, 11 (01):
  • [9] Identification of blood-based inflammatory biomarkers for the early-stage detection of acute myocardial infarction
    Md. Takim Sarker
    Shuvo Saha
    Partha Biswas
    Md. Tanvir Islam
    Mohammad Ashik Sheikh
    Md. Nahid Hasan
    Nadira Islam
    Md. Mobenul Islam Rabbe
    Md. Oliullah Rafi
    Network Modeling Analysis in Health Informatics and Bioinformatics, 2022, 11
  • [10] Sequential validation of blood-based protein biomarker candidates for early-stage pancreatic cancer
    Capello, Michela
    Bantis, Leonidas E.
    Scelo, Ghislaine
    Zhao, Yang
    Dhillon, Dilsher S.
    Wang, Hong
    Abbruzzese, James L.
    Maitra, Anirban
    Tempera, Margaret A.
    Brand, Randall
    Firpo, Matthew A.
    Mulvihill, Sean
    Katz, Matthew H.
    Brennan, Paul
    Feng, Ziding
    Hanash, Samir M.
    Taguchi, Ayumu
    CANCER RESEARCH, 2016, 76