Comprehensive evaluation of microRNA as a biomarker for the diagnosis of hepatocellular carcinoma

被引:9
|
作者
Malik, Juliane [1 ]
Klammer, Martin [1 ]
Rolny, Vinzent [1 ]
Chan, Henry Lik-Yuen [2 ]
Piratvisuth, Teerha [3 ]
Tanwandee, Tawesak [4 ]
Thongsawat, Satawat [5 ]
Sukeepaisarnjaroen, Wattana [6 ]
Esteban, Juan Ignacio [7 ]
Bes, Marta [8 ]
Koehler, Bruno [9 ,10 ]
Swiatek-de Lange, Magdalena [1 ]
机构
[1] Roche Diagnost GmbH, Nonnenwald 2, D-82377 Penzberg, Germany
[2] Chinese Univ Hong Kong, Fac Med, Hong Kong 999077, Peoples R China
[3] Songklanagarind Hosp, NKC Inst Gastroenterol & Hepatol, Hat Yai 90112, Thailand
[4] Mahidol Univ, Siriraj Hosp, Fac Med, Div Gastroenterol, Bangkok 10700, Thailand
[5] Chiang Mai Univ, Maharaj Nakorn Chiang Mai Hosp, Dept Internal Med, Chiang Mai 50200, Thailand
[6] Khon Kaen Univ, Srinagarind Hosp, Fac Med, Khon Kaen 40000, Thailand
[7] Vall dHebron Univ Hosp, Liver Unit, Barcelona 08035, Spain
[8] Banc Sang & Teixits, Transfus Safety Lab, Barcelona 08005, Spain
[9] Univ Hosp Heidelberg, Natl Ctr Tumor Dis, Dept Med Oncol, D-69120 Heidelberg, Germany
[10] Univ Hosp Heidelberg, Liver Canc Ctr Heidelberg, D-69120 Heidelberg, Germany
关键词
Carcinoma; Hepatocellular; MicroRNAs; Biomarkers; Alpha-fetoprotein; Protein induced by vitamin K absence-II; Diagnosis; SERUM MIR-21; SURVEILLANCE; MIRNAS; EPIDEMIOLOGY; ULTRASOUND; CANCER; PANEL;
D O I
10.3748/wjg.v28.i29.3917
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer. Current guidelines for HCC management recommend surveillance of high-risk patients every 6 mo using ultrasonography. Serum biomarkers, like alpha-fetoprotein (AFP), protein induced by vitamin K absence/antagonist-II (PIVKA-II) and lectin-reactive AFP, show suboptimal performance for detection of HCC, which is crucial for successful resection or treatment. Thus, there is a significant need for new biomarkers to aid early diagnosis of HCC. Studies have shown that the expression level of human microRNAs (miRNAs), a small, non-coding RNA species released into the blood, can serve as an early marker for various diseases, including HCC.AIM To evaluate the diagnostic role of miRNAs in HCC as single markers, signatures or in combination with known protein biomarkers. METHODS Our prospective, multicenter, case-control study recruited 660 participants (354 controls with chronic liver disease and 306 participants with HCC) and employed a strategy of initial screening by two independent methods, real-time quantitative PCR (n = 60) and next-generation sequencing (n = 100), to assess a large number of miRNAs. The results from the next-generation sequencing and real-time quantitative PCR screening approaches were then combined to select 26 miRNAs (including two putative novel miRNAs). Those miRNAs were analyzed for their diagnostic potential as single markers or in combination with other miRNAs or established protein biomarkers AFP and PIVKA-II via real-time quantitative PCR in training (n = 200) and validation cohorts (n = 300). RESULTS We identified 26 miRNAs that differentiated chronic liver disease controls from (early) HCC via two independent discovery approaches. Three miRNAs, miR-21-5p (miR-21), miR-320a and miR-186-5p, were selected by both methods. In the training cohort, only miR-21, miR-320d and miR-423 could significantly distinguish (Q < 0.05) between the HCC and chronic liver disease control groups. In the multivariate setting, miR-21 with PIVKA-II was selected as the best combination, resulting in an area under the curve of 0.87 for diagnosis and area under the curve of 0.74 for early diagnosis of HCC. In the validation cohort, only miR-21 and miR-423 could be confirmed as potential HCC biomarkers. A combination of miRNAs did not perform better than any single miRNA. Improvement of PIVKA-II performance through combination with miRNAs could not be confirmed in the validation panel. Two putative miRs, put-miR-6 and put-miR-99, were tested in the training and validation panels, but their expression could only be detected in very few samples and at a low level (cycle threshold between 31.24 and 34.97). CONCLUSION miRNAs alone or as a signature in combination with protein biomarkers AFP and PIVKA-II do not improve the diagnostic performance of the protein biomarkers.
引用
收藏
页码:3917 / 3933
页数:17
相关论文
共 50 条
  • [31] Serum microRNA expression profile as a biomarker for the diagnosis of pertussis
    Ge, Yiyue
    Zhao, Kangchen
    Qi, Yuhua
    Min, Xiaoyan
    Shi, Zhiyang
    Qi, Xian
    Shan, Yunfeng
    Cui, Lan
    Zhou, Minghao
    Wang, Yong
    Wang, Hua
    Cui, Lunbiao
    MOLECULAR BIOLOGY REPORTS, 2013, 40 (02) : 1325 - 1332
  • [32] Biomarkers for Hepatocellular Carcinoma: From Origin to Clinical Diagnosis
    Omar, Mona A.
    Omran, Mohamed M.
    Farid, Khaled
    Tabll, Ashraf A.
    Shahein, Yasser E.
    Emran, Tarek M.
    Petrovic, Ana
    Lucic, Nikola R.
    Smolic, Robert
    Kovac, Tanja
    Smolic, Martina
    BIOMEDICINES, 2023, 11 (07)
  • [33] Evaluation of cytokeratin-1 in the diagnosis of hepatocellular carcinoma
    Attallah, Abdelfattah M.
    El-Far, Mohamed
    Malak, Camelia A. Abdel
    Zahran, Faten
    Farid, Khaled
    Omran, Mohamed M.
    Zagloul, Hayat
    El-Deen, Mohamed S.
    CLINICA CHIMICA ACTA, 2011, 412 (23-24) : 2310 - 2315
  • [34] Potential microRNA panel for the diagnosis and prediction of overall survival of hepatocellular carcinoma with hepatitis B virus infection
    Zhang, Qi
    Xu, Hai-Feng
    Song, Wen-Yue
    Zhang, Peng-Jun
    Song, Yong-Bo
    WORLD JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2020, 12 (04)
  • [35] Serum microRNA profiles as diagnostic biomarkers for HBV-positive hepatocellular carcinoma
    Zhu, Hao-Tu
    Liu, Rong-Bin
    Liang, Ya-Yong
    Hasan, Abdulbaqi M. E.
    Wang, Hai-Yun
    Shao, Qiong
    Zhang, Zi-Chen
    Wang, Jing
    He, Cai-Yun
    Wang, Fang
    Shao, Jian-Yong
    LIVER INTERNATIONAL, 2017, 37 (06) : 888 - 896
  • [36] lncRNA-D16366 Is a Potential Biomarker for Diagnosis and Prognosis of Hepatocellular Carcinoma
    Chao, Yanjun
    Zhou, Dangjun
    MEDICAL SCIENCE MONITOR, 2019, 25 : 6581 - 6586
  • [37] Multiple "Omics" data-based biomarker screening for hepatocellular carcinoma diagnosis
    Liu, Xiao-Na
    Cui, Dan-Ni
    Li, Yu-Fang
    Liu, Yun-He
    Liu, Gang
    Liu, Lei
    WORLD JOURNAL OF GASTROENTEROLOGY, 2019, 25 (30) : 4199 - 4212
  • [38] Serum miRNAs as predictive and preventive biomarker for pre-clinical hepatocellular carcinoma
    Li, Liang
    Chen, Jianguo
    Chen, Xin
    Tang, Jing
    Guo, Huan
    Wang, Xiaofeng
    Qian, Ji
    Luo, Guijuan
    He, Fangping
    Lu, Xiaomei
    Ding, Yibo
    Yang, Yingchen
    Huang, Wentao
    Hou, Guojun
    Lin, Ximeng
    Ouyang, Qin
    Li, Hengyu
    Wang, Ruoyu
    Jiang, Feng
    Pu, Rui
    Lu, Jianhua
    Jin, Mudan
    Tan, Yexiong
    Gonzalez, Frank J.
    Cao, Guangwen
    Wu, Mengchao
    Wen, Hao
    Wu, Tangchun
    Jin, Li
    Chen, Lei
    Wang, Hongyang
    CANCER LETTERS, 2016, 373 (02) : 234 - 240
  • [39] SP70 is a novel biomarker of hepatocellular carcinoma
    Wang, Lin
    Shi, Hui
    Wei, Jia
    Chen, Wen-Xiu
    Jin, Yue-Xinzi
    Gu, Chun-Rong
    Mu, Yuan
    Xu, Jian
    Pan, Shi-Yang
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [40] The Role of Mass Spectrometry in Hepatocellular Carcinoma Biomarker Discovery
    Shen, Eric Yi-Liang
    Abellona, U. Mei Ran
    Cox, I. Jane
    Taylor-Robinson, Simon D.
    METABOLITES, 2023, 13 (10)