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Nishikawa H, Kim SK, Asai A. Liver Carcinogenesis Suppression in Chronic Hepatitis B in the Nucleoside Analogues Era. In Vivo 2024; 38:40-47. [PMID: 38148074 PMCID: PMC10756476 DOI: 10.21873/invivo.13408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 09/08/2023] [Accepted: 09/11/2023] [Indexed: 12/28/2023]
Abstract
There is a strong association between the distribution of Hepatitis B virus (HBV) carriers and the incidence of hepatocellular carcinoma (HCC). About 60% of HCC in Japan is caused by viral hepatitis. Ten to 15 percent of hepatitis virus-related HCCs derive from HBV. Recently, antiviral therapy against HBV has developed, and interferon therapy and nucleos(t)ide analogues (NAs) are currently the standard of care. NAs exhibit antiviral activity by inhibiting DNA polymerase and suppressing HBV replication. NAs are highly effective in suppressing HBV-DNA and improving alanine aminotransferase. The long-term treatment goal for chronic hepatitis B is HB surface antigen (HBsAg) loss. However, the number of patients who achieve HBsAg loss by NA (i.e., functional cure) is low and there have been cases of HCC incidence during (or after) NA therapy. In this article, we review the efficacy of NA therapy in suppressing HBV-derived carcinogenesis.
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Affiliation(s)
- Hiroki Nishikawa
- Second Department of Internal Medicine, Osaka Medical and Pharmaceutical University, Takatsuki, Japan;
- Premier Departmental Research of Medicine, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Soo Ki Kim
- Department of Gastroenterology, Kobe Asahi Hospital, Kobe, Japan
| | - Akira Asai
- Second Department of Internal Medicine, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
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2
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Nagakawa K, Hidaka M, Hara T, Matsushima H, Imamura H, Tanaka T, Adachi T, Soyama A, Kanetaka K, Eguchi S. Serum wisteria floribunda agglutinin-positive human Mac-2 binding protein is unsuitable as a diagnostic marker of occult hepatocellular carcinoma in end-stage liver cirrhosis. PLoS One 2023; 18:e0293593. [PMID: 37910585 PMCID: PMC10619783 DOI: 10.1371/journal.pone.0293593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 10/16/2023] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND AND PURPOSE Serum glycosylated Wisteria floribunda agglutinin-positive Mac-2 binding protein (WFA+-M2BP) is a marker of liver fibrosis and hepatocellular carcinoma (HCC). In this study, we aimed to evaluate the diagnostic ability of WFA+-M2BP for occult HCC, which current diagnostic imaging tests fail to detect. METHODS Patients who underwent hepatectomy for liver transplantation (LT) and whose whole liver could be sliced and subjected to histological examination between 2010 and 2018 were eligible for this study (n = 89). WFA+-M2BP levels were measured in samples collected before the LT. Comparison of the postoperative histological test results with the preoperative imaging data grouped the patients into histologically no group (N), histologically detected group (D), histologically increased group (I), and histologically decreased or same group (DS), and the results were compared with the WFA+-M2BP values. In addition, comparisons were made between each data with and without HCC, including occult HCC, and total tumor diameter. RESULTS Irrespective of underlying hepatic disease conditions, there were 6 patients in the N group, 10 in the D group, 41 in the I group, and 32 in the DS group. The median of the serum WFA+-M2BP level for each group was as follows: N group, 8.05 (1.25-11.9); D group, 11.025 (1.01-18.21); I group, 9.67 (0.29-17.83); and DS group, 9.56 (0.28-19.44) confidence of interval. We found no significant differences between the pairings. Comparison of underlying hepatic diseases revealed that liver cirrhosis due to hepatitis B and C and non-B and -C liver cirrhosis had no significant differences. AFP levels, on the other hand, had significant relationships in comparison between the presence or absence of histological HCC, in correlation between total tumor diameter, and in the ROC analysis for the diagnosis of HCC including occult HCC. CONCLUSION Serum WFA+-M2BP cannot help diagnose occult HCC that is already undetected using imaging tests in decompensated liver cirrhosis patients requiring LT.
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Affiliation(s)
- Kantoku Nagakawa
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Masaaki Hidaka
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Takanobu Hara
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Hajime Matsushima
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Hajime Imamura
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Takayuki Tanaka
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Tomohiko Adachi
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Akihiko Soyama
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Kengo Kanetaka
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
| | - Susumu Eguchi
- Department of Surgery, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Nagasaki, Japan
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Inoue T, Tanaka Y. Noninvasive assessments of liver disease severity based on biomarkers. COMPREHENSIVE GUIDE TO HEPATITIS ADVANCES 2023:31-60. [DOI: 10.1016/b978-0-323-98368-6.00009-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2025]
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4
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Nakai M, Morikawa K, Hosoda S, Yoshida S, Kubo A, Tokuchi Y, Kitagataya T, Yamada R, Ohara M, Sho T, Suda G, Ogawa K, Sakamoto N. Pre-sarcopenia and Mac-2 binding protein glycosylation isomer as predictors of recurrence and prognosis of early-stage hepatocellular carcinoma. World J Hepatol 2022; 14:1480-1494. [PMID: 36158914 PMCID: PMC9376769 DOI: 10.4254/wjh.v14.i7.1480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/20/2022] [Accepted: 06/26/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The Mac-2 binding protein glycosylation isomer (M2BPGi), a fibrosis marker in various liver diseases, is reportedly a prognostic marker in patients with hepatocellular carcinoma (HCC) who underwent hepatectomy.
AIM To evaluate whether the M2BPGi value, M2BP, and pre-sarcopenia before radiofrequency ablation (RFA) could be useful recurrence and prognostic markers in patients with early-stage HCC.
METHODS In total, 160 patients with early-stage primary HCC treated with RFA were separately analyzed as hepatitis C virus (HCV)-positive and HCV-negative. Factors contributing to recurrence and liver-related death, including M2BP, M2BPGi, and skeletal muscle mass index, were statistically analyzed. Eighty-three patients were HCV-positive and 77 were HCV-negative.
RESULTS In HCV-positive patients, only des-γ-carboxy-prothrombin ≥ 23 mAU/mL was a significant poor prognostic factor affecting survival after RFA. In HCV-negative patients, M2BPGi ≥ 1.86 cutoff index was significantly associated with tumor recurrence, while M2BP was not. M2BPGi ≥ 1.86 cutoff index (hazard ratio, 4.89; 95% confidence interval: 1.97-12.18; P < 0.001) and pre-sarcopenia (hazard ratio, 3.34, 95% confidence interval: 1.19-9.37; P = 0.022) were independent significant poor prognostic factors in HCV-negative patients.
CONCLUSION In HCV-negative patients with primary HCC treated with RFA, lower M2BPGi contributed to a lower tumor recurrence rate and longer survival period. Pre-sarcopenia contributed to the poor prognosis independently in HCV-negative patients. These factors might be useful recurrence and prognostic markers for early-stage primary HCC.
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Affiliation(s)
- Masato Nakai
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Kenichi Morikawa
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Shunichi Hosoda
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Sonoe Yoshida
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Akinori Kubo
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Yoshimasa Tokuchi
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Takashi Kitagataya
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Ren Yamada
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Masatsugu Ohara
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Takuya Sho
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Goki Suda
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Koji Ogawa
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
| | - Naoya Sakamoto
- Department of Gastroenterology and Hepatology, Hokkaido University Faculty of Medicine and Graduate School of Medicine, Sapporo 060-8638, Japan
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Hayashi S, Nagaoka K, Tanaka Y. Blood-Based Biomarkers in Hepatitis B Virus-Related Hepatocellular Carcinoma, Including the Viral Genome and Glycosylated Proteins. Int J Mol Sci 2021; 22:ijms222011051. [PMID: 34681709 PMCID: PMC8540379 DOI: 10.3390/ijms222011051] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/08/2021] [Accepted: 10/11/2021] [Indexed: 12/12/2022] Open
Abstract
Hepatitis B virus (HBV) infection is a major risk factor for hepatocellular carcinoma (HCC) development and is a global public health issue. High performance biomarkers can aid the early detection of HCC development in HBV-infected individuals. In addition, advances in the understanding of the pathogenesis of HBV infection and in clinical laboratory techniques have enabled the establishment of disease-specific tests, prediction of the progression of liver diseases, including HCC, and auxiliary diagnosis of HCC, using blood-based methods instead of biopsies of liver or HCC tissues. Viral factors such as the HBV genotype, HBV genetic mutations, HBV DNA, and HBV-related antigens, as well as host factors, such as tumor-associated proteins and post-translational modifications, especially glycosylated proteins, can be blood-based, disease-specific biomarkers for HCC development in HBV-infected patients. In this review, we describe the clinical applications of viral biomarkers, including the HBV genome and glycosylated proteins, for patients at a risk of HBV-related HCC, based on their molecular mechanisms. In addition, we introduce promising biomarker candidates for practical use, including colony stimulating factor 1 receptor (CSF1R), extracellular vesicles, and cell-free, circulating tumor DNA. The clinical use of such surrogate markers may lead to a better understanding of the risk of disease progression and early detection of HCC in HBV-infected patients, thereby improving their prognosis.
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Entecavir vs Tenofovir in Hepatocellular Carcinoma Prevention in Chronic Hepatitis B Infection: A Systematic Review and Meta-Analysis. Clin Transl Gastroenterol 2021; 11:e00236. [PMID: 33031195 PMCID: PMC7544163 DOI: 10.14309/ctg.0000000000000236] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Entecavir (ETV) and tenofovir disoproxil fumarate (TDF) are recommended as first-line therapies for chronic hepatitis B (CHB) infection. Although both drugs reduce hepatocellular carcinoma (HCC) risk, their comparative effectiveness remains controversial. We aimed to determine whether TDF is superior to ETV in preventing HCC.
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Lok J, Agarwal K. Screening for Hepatocellular Carcinoma in Chronic Hepatitis B: An Update. Viruses 2021; 13:v13071333. [PMID: 34372539 PMCID: PMC8309969 DOI: 10.3390/v13071333] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 06/27/2021] [Accepted: 07/06/2021] [Indexed: 11/24/2022] Open
Abstract
(1) Background: Hepatocellular carcinoma (HCC) is an important cause of mortality in individuals with chronic hepatitis B infection, with screening of high-risk groups recommended in all major international guidelines. Our understanding of the risk factors involved has improved over time, encouraging researchers to develop models that predict future risk of HCC development. (2) Methods: A literature search of the PubMed database was carried out to identify studies that derive or validate models predicting HCC development in patients with chronic hepatitis B. Subsequently, a second literature search was carried out to explore the potential role of novel viral biomarkers in this field. (3) Results: To date, a total of 23 models have been developed predicting future HCC risk, of which 12 have been derived from cohorts of treatment-naïve individuals. Most models have been developed in Asian populations (n = 20), with a smaller number in Caucasian cohorts (n = 3). All of the models demonstrate satisfactory performance in their original derivation cohorts, but many lack external validation. In recent studies, novel viral biomarkers have demonstrated utility in predicting HCC risk in patients with chronic hepatitis B, amongst both treated and treatment-naïve patients. (4) Conclusion: Several models have been developed to predict the risk of HCC development in individuals with chronic hepatitis B infection, but many have not been externally validated outside of the Asian population. Further research is needed to refine these models and facilitate a more tailored HCC surveillance programme in the future.
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Affiliation(s)
- James Lok
- Department of Gastroenterology, St. George’s Hospital, London SW17 0QT, UK
- Correspondence:
| | - Kosh Agarwal
- Institute of Liver Studies, King’s College Hospital, London SE5 9RS, UK;
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Cheung KS, Mak LY, Lam LK, Fung J, Liu F, Seto WK, Yuen MF. Statins associate with better clinical outcomes in chronic hepatitis B patients with HBsAg seroclearance. Hepatol Int 2021; 15:881-891. [PMID: 33988834 DOI: 10.1007/s12072-021-10197-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 04/23/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION We aimed to describe long-term clinical outcomes in chronic hepatitis B (CHB) patients after HBsAg seroclearance, and identify factors that modify disease outcomes. METHODS CHB patients with HBsAg seroclearance occurring between 1986 and 2017 were recruited. Primary outcome was cirrhosis/hepatocellular carcinoma (HCC), and secondary outcomes were hepatic decompensation, liver-related death/transplantation, and all-cause mortality. Multivariable Cox model included demographics, prior antivirals, comorbidities, drugs (statins, metformin, proton-pump inhibitors, non-selective beta-blockers), and laboratory parameters (platelet, liver function test, prothrombin time, alpha-fetoprotein [AFP], anti-HBs). Statin users were propensity score matched (PSM) with non-users (1:2 ratio) for survival analysis of all outcomes. RESULTS Of 913 patients with HBsAg seroclearance (male: 613 [67.1%]; median age: 53.4 years [18.5-87.0]), 129 (14.1%) were statin users. During median follow-up of 7.7 years (up to 29.1 years), 64/833 (7.7%) developed cirrhosis, 25/905 (2.8%) developed HCC, 3/913 (0.3%) underwent transplantation, and 76/913 (8.3%) died. Statins were associated with lower cirrhosis/HCC risk (adjusted hazard ratio [aHR]: 0.44; 95% CI 0.20-0.96; aHR for every 1-year increase in use: 0.85; 95% CI 0.75-0.97). Statin users had no hepatic decompensation or liver-related death/transplantation (vs 18/778 [2.3%] and 18/784 [2.3%] cases in statin non-users, respectively). Statins were also associated with lower all-cause mortality risk (aHR: 0.21; 95% CI 0.08-0.53). PSM yields consistent results for beneficial effects of statins (log-rank p < 0.05 for all outcomes). Other factors for cirrhosis/HCC included increasing age (aHR: 1.06), diabetes (aHR: 2.03), higher creatinine (aHR: 1.008), GGT > 50U/L (aHR: 3.25), and AFP > 9 ng/mL (aHR: 10.14). CONCLUSION Patients with HBsAg seroclearance have favorable long-term survival. However, liver-related adverse outcomes still develop, necessitating further investigations on beneficial effects of statins.
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Affiliation(s)
- Ka Shing Cheung
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China.,Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Lung Yi Mak
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Lok Ka Lam
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - James Fung
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China.,State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Fen Liu
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Wai Kay Seto
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China. .,Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China. .,State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China.
| | - Man Fung Yuen
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China. .,State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China.
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Yang HC, Su TH. Viral and Host Factors Affecting Disease Progression of Hepatitis B Virus Infection. HEPATITIS B VIRUS AND LIVER DISEASE 2021:205-230. [DOI: 10.1007/978-981-16-3615-8_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2025]
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10
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Su TH, Peng CY, Tseng TC, Yang HC, Liu CJ, Liu CH, Chen PJ, Chen DS, Kao JH. Serum Mac-2-Binding Protein Glycosylation Isomer at Virological Remission Predicts Hepatocellular Carcinoma and Death in Chronic Hepatitis B-Related Cirrhosis. J Infect Dis 2020; 221:589-597. [PMID: 31574141 DOI: 10.1093/infdis/jiz496] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 09/27/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND To investigate serum Mac-2-binding protein glycosylation isomer (M2BPGi) levels in predicting hepatocellular carcinoma (HCC) and mortality at virological remission (VR, HBV DNA <20 IU/mL) following antiviral therapy in chronic hepatitis B (CHB) patients with cirrhosis. METHODS This retrospective cohort study included patients with CHB-related Child-Pugh A cirrhosis undergoing long-term antiviral therapy. Serum M2BPGi levels were quantified and multivariable Cox proportional hazards regression models were used to identify risk predictors for HCC and death. RESULTS A total of 126 and 145 patients were included in the derivation and validation cohorts, respectively. The mean age was 56, and the mean M2BPGi level was 1.86 cut-off index (COI) in the derivation cohort. After adjustment for confounders, a higher M2BPGi level at VR significantly predicted HCC (hazard ratio [HR]: 1.58, 95% confidence interval [CI]: 1.19-2.10, P=0.002) and death (HR: 2.17, 95% CI: 1.02-4.62, P=0.044). The M2BPGi ≥3 COI significantly increased the risk of HCC and death in the derivation and validation cohorts. Serial M2BPGi levels declined significantly (P=0.0001) in non-HCC patients only, and remained significantly lower than those who developed HCC afterwards (P=0.039). CONCLUSIONS Serum M2BPGi levels at antiviral therapy-induced VR predict HCC development and death in patients with CHB-related Child-Pugh A cirrhosis.
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Affiliation(s)
- Tung-Hung Su
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Cheng-Yuan Peng
- School of Medicine, China Medical University, Taichung, Taiwan.,Division of Hepatogastroenterology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Tai-Chung Tseng
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Hung-Chih Yang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chun-Jen Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chen-Hua Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Pei-Jer Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.,Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Ding-Shinn Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.,Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Jia-Horng Kao
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan.,Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
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11
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Tamaki N, Kurosaki M, Loomba R, Izumi N. Clinical Utility of Mac-2 Binding Protein Glycosylation Isomer in Chronic Liver Diseases. Ann Lab Med 2020; 41:16-24. [PMID: 32829576 PMCID: PMC7443525 DOI: 10.3343/alm.2021.41.1.16] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 06/15/2020] [Accepted: 07/29/2020] [Indexed: 12/15/2022] Open
Abstract
An accurate evaluation of liver fibrosis is clinically important in chronic liver diseases. Mac-2 binding protein glycosylation isomer (M2BPGi) is a novel serum marker for liver fibrosis. In this review, we discuss the role of M2BPGi in diagnosing liver fibrosis in chronic hepatitis B and C, chronic hepatitis C after sustained virologic response (SVR), and nonalcoholic fatty liver disease (NAFLD). M2BPGi predicts not only liver fibrosis but also the hepatocellular carcinoma (HCC) development and prognosis in patients with chronic hepatitis B and C, chronic hepatitis C after SVR, NAFLD, and other chronic liver diseases. M2BPGi can also be used to evaluate liver function and prognosis in patients with cirrhosis. M2BPGi levels vary depending on the etiology and the presence or absence of treatment. Therefore, the threshold of M2BPGi for diagnosing liver fibrosis and predicting HCC development has to be adjusted according to the background and treatment status.
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Affiliation(s)
- Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,NAFLD Research Center, Division of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Rohit Loomba
- NAFLD Research Center, Division of Medicine, University of California, San Diego, La Jolla, California, USA
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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12
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Sumida Y, Yoneda M, Seko Y, Ishiba H, Hara T, Toyoda H, Yasuda S, Kumada T, Hayashi H, Kobayashi T, Imajo K, Yoneda M, Tada T, Kawaguchi T, Eguchi Y, Oeda S, Takahashi H, Tomita E, Okanoue T, Nakajima A. Surveillance of Hepatocellular Carcinoma in Nonalcoholic Fatty Liver Disease. Diagnostics (Basel) 2020; 10:E579. [PMID: 32785100 PMCID: PMC7459689 DOI: 10.3390/diagnostics10080579] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 07/30/2020] [Accepted: 08/03/2020] [Indexed: 02/08/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is becoming the leading cause of hepatocellular carcinoma (HCC), liver-related mortality, and liver transplantation. There is sufficient epidemiological cohort data to recommend the surveillance of patients with NAFLD based upon the incidence of HCC. The American Gastroenterology Association (AGA) expert review published in 2020 recommends that NAFLD patients with cirrhosis or advanced fibrosis estimated by non-invasive tests (NITs) consider HCC surveillance. NITs include the fibrosis-4 (FIB-4) index, the enhanced liver fibrosis (ELF) test, FibroScan, and MR elastography. The recommended surveillance modality is abdominal ultrasound (US), which is cost effective and noninvasive with good sensitivity. However, US is limited in obese patients and those with NAFLD. In NAFLD patients with a high likelihood of having an inadequate US, or if an US is attempted but inadequate, CT or MRI may be utilized. The GALAD score, consisting of age, gender, AFP, the lens culinaris-agglutinin-reactive fraction of AFP (AFP-L3), and the protein induced by the absence of vitamin K or antagonist-II (PIVKA-II), can help identify a high risk of HCC in NAFLD patients. Innovative parameters, including a Mac-2 binding protein glycated isomer, type IV collagen 7S, free apoptosis inhibitor of the macrophage, and a combination of single nucleoside polymorphisms, are expected to be established. Considering the large size of the NAFLD population, optimal screening tests must meet several criteria, including high sensitivity, cost effectiveness, and availability.
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Affiliation(s)
- Yoshio Sumida
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, Nagakute, Aichi 480-1195, Japan;
| | - Masashi Yoneda
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, Nagakute, Aichi 480-1195, Japan;
| | - Yuya Seko
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan;
| | - Hiroshi Ishiba
- Department of Gastroenterology, Japanese Redcross Kyoto daiichi Hospital, Kyoto 605-0981, Japan;
| | - Tasuku Hara
- Department of Gastroenterology, Fukuchiyama City Hospital, Fukuchiyama, Kyoto 620-8505, Japan;
| | - Hidenori Toyoda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Gifu 503-8502, Japan; (H.T.); (S.Y.); (T.K.)
| | - Satoshi Yasuda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Gifu 503-8502, Japan; (H.T.); (S.Y.); (T.K.)
| | - Takashi Kumada
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Gifu 503-8502, Japan; (H.T.); (S.Y.); (T.K.)
| | - Hideki Hayashi
- Department of Gastroenterology, Gifu Municipal Hospital, Gifu 500-8513, Japan; (H.H.); (E.T.)
| | - Takashi Kobayashi
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yohokama, Kanagawa 236-0004, Japan; (T.K.); (K.I.); (M.Y.); (A.N.)
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yohokama, Kanagawa 236-0004, Japan; (T.K.); (K.I.); (M.Y.); (A.N.)
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yohokama, Kanagawa 236-0004, Japan; (T.K.); (K.I.); (M.Y.); (A.N.)
| | - Toshifumi Tada
- Department of Hepatology, Himeji Redcross Hospital, Himeji, Hyogo 670-8540, Japan;
| | - Takumi Kawaguchi
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume 830-0011, Japan;
| | - Yuichiro Eguchi
- Loco Medical General Institute, 1178-1 Kanada Mikatsuki Ogi, Saga 849-8501, Japan;
| | - Satoshi Oeda
- Liver Center, Saga Medical Hospital, Saga, Saga 849-8501, Japan; (H.T.); (S.O.)
| | - Hirokazu Takahashi
- Liver Center, Saga Medical Hospital, Saga, Saga 849-8501, Japan; (H.T.); (S.O.)
| | - Eiichi Tomita
- Department of Gastroenterology, Gifu Municipal Hospital, Gifu 500-8513, Japan; (H.H.); (E.T.)
| | - Takeshi Okanoue
- Hepatology Center, Saiseikai Suita Hospital, Suita, Osaka 564-0013, Japan;
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yohokama, Kanagawa 236-0004, Japan; (T.K.); (K.I.); (M.Y.); (A.N.)
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Wisteria floribunda agglutinin-positive Mac-2-binding protein as a diagnostic biomarker in liver cirrhosis: an updated meta-analysis. Sci Rep 2020; 10:10582. [PMID: 32601332 PMCID: PMC7324360 DOI: 10.1038/s41598-020-67471-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 06/04/2020] [Indexed: 02/05/2023] Open
Abstract
Wisteria floribunda agglutinin-positive Mac-2-binding protein (WFA+-M2BP) had been suggested as a possible glycobiomarker for assessing liver fibrosis. Here, we conducted this updated meta-analysis to systematically investigate the predictive accuracy of WFA+-M2BP for diagnosing liver fibrosis and hepatocellular carcinoma (HCC) by comparing with multiple non-invasive indicators. We searched relevant literatures from Pubmed, Web of Science, EMBASE and Cochrane Library and enrolled 36 eligible studies involving 7,362 patients. Summary results were calculated using bivariate random effects model. The pooled sensitivities, specificities and areas under the summary receiver operating characteristic curves (AUSROCs) of WFA+-M2BP for identifying mild fibrosis, significant fibrosis, advanced fibrosis, cirrhosis, and HCC were 0.70/0.68/0.75, 0.71/0.75/0.79, 0.75/0.76/0.82, 0.77/0.86/0.88, and 0.77/0.80/0.85, respectively. The accuracy of WFA+-M2BP was strongly affected by etiology and it was not better than other non-invasive indicators for predicting early fibrosis. It showed similar diagnostic performance to hyaluronic acid and FibroScan for cirrhosis, but was equivalent to α-fetoprotein for HCC. In conclusion, WFA+-M2BP was suitable to diagnose late stage of liver fibrosis, especially cirrhosis. Individual cutoff value of WFA+-M2BP could be used to grade liver fibrosis in different etiology. Combined diagnostic model was suggested to improve its predictive accuracy for HCC.
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Inoue T, Tanaka Y. Novel biomarkers for the management of chronic hepatitis B. Clin Mol Hepatol 2020; 26:261-279. [PMID: 32536045 PMCID: PMC7364351 DOI: 10.3350/cmh.2020.0032] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 04/13/2020] [Indexed: 02/06/2023] Open
Abstract
Hepatitis B virus (HBV) cannot be eliminated completely from infected hepatocytes because of the presence of intrahepatic covalently closed circular DNA (cccDNA). As chronic hepatitis B (CHB) can progress to cirrhosis and hepatocellular carcinoma (HCC), it is important to manage CHB to prevent HCC development in high-risk patients with high viral replicative activity or advanced fibrosis. Serum biomarkers are noninvasive and valuable for the management of CHB. Hepatitis B core-related antigen (HBcrAg) correlates with serum HBV DNA and intrahepatic cccDNA. In CHB patients with undetectable serum HBV DNA or loss of HBsAg, HBcrAg still can be detected and the decrease in HBcrAg levels is significantly associated with hopeful outcomes. Therefore, HBcrAg can predict HCC occurrence or recurrence. Measurement of the Mac-2 binding protein glycosylation isomer (M2BPGi) has been introduced for the evaluation of liver fibrosis. Because elevated M2BPGi in CHB is related to liver fibrosis and the prediction of HCC development, monitoring its progression is essential. Because alpha fetoprotein (AFP) has insufficient sensitivity and specificity for early-stage HCC, a combination of AFP plus protein induced by vitamin K absence factor II, or AFP plus Lens culinaris agglutinin-reactive fraction of alpha-fetoprotein might improve the diagnosis of HCC development. Additionally, Dickkopf-1 and circulating immunoglobulin G antibodies are the novel markers to diagnose HCC or assess HCC prognosis. This review provides an overview of novel HBV biomarkers used for the management of intrahepatic viral replicative activity, liver fibrosis, and HCC development.
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Affiliation(s)
- Takako Inoue
- Department of Clinical Laboratory Medicine, Nagoya City University Hospital, Nagoya, Japan
| | - Yasuhito Tanaka
- Department of Clinical Laboratory Medicine, Nagoya City University Hospital, Nagoya, Japan.,Department of Virology and Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan.,Department of Gastroenterology and Hepatology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
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15
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Tseng TC, Peng CY, Hsu YC, Su TH, Wang CC, Liu CJ, Yang HC, Yang WT, Lin CH, Yu ML, Lai HC, Tanaka Y, Nguyen MH, Liu CH, Chen PJ, Chen DS, Kao JH. Baseline Mac-2 Binding Protein Glycosylation Isomer Level Stratifies Risks of Hepatocellular Carcinoma in Chronic Hepatitis B Patients with Oral Antiviral Therapy. Liver Cancer 2020; 9:207-220. [PMID: 32399434 PMCID: PMC7206589 DOI: 10.1159/000504650] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 11/08/2019] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND AND AIMS Mac-2 binding protein glycosylation isomer (M2BPGi) is a novel biomarker correlating with liver fibrosis stages. However, little is known about how it predicts risks of hepatocellular carcinoma (HCC) in chronic hepatitis B (CHB) patients receiving long-term antiviral treatment. MATERIALS AND METHODS The study contained 2 parts. The first part was to explore whether M2BPGi could be an HCC predictor in 899 CHB patients receiving long-term entecavir therapy. The second part was to validate the findings in an independent cohort of 384 on-treatment CHB patients with more severe liver disease. RESULTS In the discovery cohort, there were 64 patients developing HCC within an average follow-up of 7.01 years. Our data showed that M2BPGi level was positively associated with HCC development. When stratifying the patients by an M2BPGi level of 1.73 (the third quartile), the high M2BPGi group was shown to have an increased HCC risk compared to the low M2BPGi group with hazard ratio of 5.80 (95% CI 3.50-9.60). Furthermore, we found that the M2BPGi level complements PAGE-B score, a well-validated HCC prediction model, to predict HCC development. Lastly, the cutoff was validated in the independent cohort, especially those with an intermediate PAGE-B score. CONCLUSIONS In CHB patients receiving long-term antiviral treatment, serum M2BPGi level not only serves as an independent HCC predictor but also complements PAGE-B in stratifying HCC risks.
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Affiliation(s)
- Tai-Chung Tseng
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Cheng-Yuan Peng
- School of Medicine, China Medical University, Taichung, Taiwan,Division of Hepatogastroenterology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Yao-Chun Hsu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Tung-Hung Su
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-Chi Wang
- Division of Gastroenterology, Department of Internal Medicine, Taipei Tzuchi Hospital, The Buddhist Tzuchi Medical Foundation, Taipei, Taiwan,School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Chun-Jen Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Hung-Chih Yang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Department of Microbiology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Wan-Ting Yang
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-Hsin Lin
- Division of Hepatogastroenterology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Ming-Lung Yu
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hsueh-Chou Lai
- Division of Hepatogastroenterology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Yasuhito Tanaka
- Department of Virology and Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Mindie H. Nguyen
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California, USA
| | - Chen-Hua Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Pei-Jer Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Ding-Shinn Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan,Genomics Research Center Academia Sinica, Taipei, Taiwan
| | - Jia-Horng Kao
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan,Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan,Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan,*Prof. Jia-Horng Kao, National Chair Professor, Ministry of Education and Distinguished Professor, Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, 1 Chang-Te Street, Taipei 10002 (Taiwan), E-Mail
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16
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Novel Biomarkers of Hepatitis B and Hepatocellular Carcinoma: Clinical Significance of HBcrAg and M2BPGi. Int J Mol Sci 2020; 21:ijms21030949. [PMID: 32023902 PMCID: PMC7037346 DOI: 10.3390/ijms21030949] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2019] [Revised: 01/19/2020] [Accepted: 01/29/2020] [Indexed: 12/12/2022] Open
Abstract
The hepatitis B virus (HBV) cannot be removed completely from infected hepatocytes, owing to the presence of intrahepatic covalently closed circular DNA (cccDNA). As chronic hepatitis B (CHB) can progress to cirrhosis and hepatocellular carcinoma (HCC), predicting HCC development in high-risk patients with high viral replicative activity or advanced fibrosis is important. Novel serological biomarkers reflect intrahepatic viral replicative activity or the progression of liver fibrosis, indicating non-invasive alternatives to liver biopsy: (1) Hepatitis B core-related antigen (HBcrAg) correlates with serum HBV DNA and intrahepatic cccDNA. In CHB patients, a decrease in HBcrAg is associated with favorable outcomes. HBcrAg can predict HCC occurrence or recurrence. (2) Measurement of the Mac-2 binding protein glycosylation isomer (M2BPGi) has been introduced for the evaluation of liver fibrosis. An increase in M2BPGi in CHB patients is related to the progression of liver fibrosis and high potential (risk) of HCC development. Here, we describe the clinical applications of HBcrAg and M2BPGi in CHB patients. Additionally, because new potential therapeutic agents that eliminate intrahepatic cccDNA are being developed, monitoring of HBcrAg or M2BPGi might be suitable for evaluating therapeutic effects and the clinical outcomes. In conclusion, these would be appropriate surrogate markers for predicting disease progression.
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17
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Novel Biomarkers of Hepatitis B and Hepatocellular Carcinoma: Clinical Significance of HBcrAg and M2BPGi. Int J Mol Sci 2020. [DOI: 10.3390/ijms21030949
expr 921756688 + 899694353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023] Open
Abstract
The hepatitis B virus (HBV) cannot be removed completely from infected hepatocytes, owing to the presence of intrahepatic covalently closed circular DNA (cccDNA). As chronic hepatitis B (CHB) can progress to cirrhosis and hepatocellular carcinoma (HCC), predicting HCC development in high-risk patients with high viral replicative activity or advanced fibrosis is important. Novel serological biomarkers reflect intrahepatic viral replicative activity or the progression of liver fibrosis, indicating non-invasive alternatives to liver biopsy: (1) Hepatitis B core-related antigen (HBcrAg) correlates with serum HBV DNA and intrahepatic cccDNA. In CHB patients, a decrease in HBcrAg is associated with favorable outcomes. HBcrAg can predict HCC occurrence or recurrence. (2) Measurement of the Mac-2 binding protein glycosylation isomer (M2BPGi) has been introduced for the evaluation of liver fibrosis. An increase in M2BPGi in CHB patients is related to the progression of liver fibrosis and high potential (risk) of HCC development. Here, we describe the clinical applications of HBcrAg and M2BPGi in CHB patients. Additionally, because new potential therapeutic agents that eliminate intrahepatic cccDNA are being developed, monitoring of HBcrAg or M2BPGi might be suitable for evaluating therapeutic effects and the clinical outcomes. In conclusion, these would be appropriate surrogate markers for predicting disease progression.
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18
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Cheung KS, Leung WK, Seto WK. Application of Big Data analysis in gastrointestinal research. World J Gastroenterol 2019; 25:2990-3008. [PMID: 31293336 PMCID: PMC6603810 DOI: 10.3748/wjg.v25.i24.2990] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 04/14/2019] [Accepted: 04/29/2019] [Indexed: 02/06/2023] Open
Abstract
Big Data, which are characterized by certain unique traits like volume, velocity and value, have revolutionized the research of multiple fields including medicine. Big Data in health care are defined as large datasets that are collected routinely or automatically, and stored electronically. With the rapidly expanding volume of health data collection, it is envisioned that the Big Data approach can improve not only individual health, but also the performance of health care systems. The application of Big Data analysis in the field of gastroenterology and hepatology research has also opened new research approaches. While it retains most of the advantages and avoids some of the disadvantages of traditional observational studies (case-control and prospective cohort studies), it allows for phenomapping of disease heterogeneity, enhancement of drug safety, as well as development of precision medicine, prediction models and personalized treatment. Unlike randomized controlled trials, it reflects the real-world situation and studies patients who are often under-represented in randomized controlled trials. However, residual and/or unmeasured confounding remains a major concern, which requires meticulous study design and various statistical adjustment methods. Other potential drawbacks include data validity, missing data, incomplete data capture due to the unavailability of diagnosis codes for certain clinical situations, and individual privacy. With continuous technological advances, some of the current limitations with Big Data may be further minimized. This review will illustrate the use of Big Data research on gastrointestinal and liver diseases using recently published examples.
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Affiliation(s)
- Ka-Shing Cheung
- Department of Medicine, The University of Hong Kong, Queen Mary Hospital, Hong Kong, China
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen 518053, Guangdong Province, China
| | - Wai K Leung
- Department of Medicine, The University of Hong Kong, Queen Mary Hospital, Hong Kong, China
| | - Wai-Kay Seto
- Department of Medicine, The University of Hong Kong, Queen Mary Hospital, Hong Kong, China
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen 518053, Guangdong Province, China
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19
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Mak LY, To WP, Wong DKH, Fung J, Liu F, Seto WK, Lai CL, Yuen MF. Serum Mac-2 binding protein glycosylation isomer level predicts hepatocellular carcinoma development in E-negative chronic hepatitis B patients. World J Gastroenterol 2019; 25:1398-1408. [PMID: 30918432 PMCID: PMC6429346 DOI: 10.3748/wjg.v25.i11.1398] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 01/22/2019] [Accepted: 01/26/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Liver cirrhosis is a major risk factor for hepatocellular carcinoma (HCC) development in chronic hepatitis B (CHB). Serum Mac-2 binding protein glycosylation isomer (M2BPGi) is a novel serological marker for fibrosis. The role of M2BPGi in prediction of HCC is unknown.
AIM To examine the role of serum M2BPGi in predicting HCC development in hepatitis B e antigen (HBeAg)-negative patients.
METHODS Treatment-naive CHB patients with documented spontaneous HBeAg seroconversion were recruited. Serum M2BPGi was measured at baseline (within 3 years from HBeAg seroconversion), at 5 years and 10 years after HBeAg seroconversion and expressed as cut-off index (COI). Multivariate cox regression was performed to identify predictors for HCC development. ROC analysis was used to determine the cut-off value of M2BPGi.
RESULTS Among 207 patients (57% male, median age at HBeAg seroconversion 40 years old) with median follow-up of 13.1 (11.8-15.5) years, the cumulative incidence of HCC at 15 years was 7%. Median M2BPGi levels were significantly higher in patients with HCC compared to those without HCC (baseline: 1.39 COI vs 0.38 COI, P < 0.001; 5-year: 1.45 COI vs 0.47 COI, P < 0.001; 10-year: 1.20 COI vs 0.55 COI, P = 0.001). Multivariate analysis revealed age at HBeAg seroconversion [odds ratio (OR) = 1.196, 95% confidence interval (CI): 1.034-1.382, P = 0.016] and baseline M2BPGi (OR = 4.666, 95%CI: 1.296-16.802, P = 0.018) were significant factors predictive of HCC. Using a cut-off value of 0.68 COI, baseline M2BPGi yielded AUROC of 0.883 with 91.7% sensitivity and 80.8% specificity.
CONCLUSION High serum M2BPGi within 3 years after HBeAg seroconversion was a strong predictor for subsequent HCC development in treatment-naive HBeAg-negative CHB patients.
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MESH Headings
- Adult
- Antigens, Neoplasm/blood
- Antigens, Neoplasm/metabolism
- Biomarkers, Tumor/blood
- Biomarkers, Tumor/metabolism
- Carcinoma, Hepatocellular/diagnosis
- Carcinoma, Hepatocellular/epidemiology
- Carcinoma, Hepatocellular/pathology
- Carrier Proteins/blood
- Carrier Proteins/metabolism
- Female
- Follow-Up Studies
- Glycoproteins/blood
- Glycoproteins/metabolism
- Glycosylation
- Hepatitis B e Antigens/immunology
- Hepatitis B e Antigens/isolation & purification
- Hepatitis B virus/immunology
- Hepatitis B virus/isolation & purification
- Hepatitis B, Chronic/blood
- Hepatitis B, Chronic/immunology
- Hepatitis B, Chronic/pathology
- Hepatitis B, Chronic/virology
- Humans
- Incidence
- Liver Neoplasms/diagnosis
- Liver Neoplasms/epidemiology
- Liver Neoplasms/pathology
- Male
- Middle Aged
- Prospective Studies
- Protein Isoforms/blood
- Protein Isoforms/metabolism
- ROC Curve
- Retrospective Studies
- Seroconversion
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Affiliation(s)
- Lung-Yi Mak
- Department of Medicine, Queen Mary Hospital, Hong Kong, China
| | - Wai-Pan To
- Department of Medicine, Queen Mary Hospital, Hong Kong, China
| | - Danny Ka-Ho Wong
- Department of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - James Fung
- Department of Medicine, Queen Mary Hospital, Hong Kong, China
- State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - Fen Liu
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wai-Kay Seto
- Department of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - Ching-Lung Lai
- Department of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - Man-Fung Yuen
- Department of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
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20
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Correlation of serum Mac-2-binding protein glycosylation isomer (M2BPGi) and liver stiffness in chronic hepatitis B infection. Hepatol Int 2019; 13:148-156. [PMID: 30671807 DOI: 10.1007/s12072-019-09928-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Accepted: 01/07/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIM Mac-2-binding protein glycosylation isomer (M2BPGi) is a novel serum diagnostic marker for liver fibrosis in various liver diseases. We aimed to evaluate its role in assessment of liver fibrosis in chronic hepatitis B infection (CHB) with reference to liver stiffness measurement (LSM). METHODS CHB patients with LSM by transient elastography technology and retrievable serum samples were recruited. Ten-year re-assessments of LSM and M2BPGi were repeated in a patient subgroup. RESULTS 240 CHB patients (M:F = 116:124; median age 47.5 years) were recruited. The median M2BPGi values for F0/F1/F2, F3 and F4 progressively increased with more advanced stages of liver fibrosis: 0.39, 0.46 and 0.82 COI, respectively (p < 0.01). M2BPGi levels correlated well with liver stiffness (r = 0.611), FIB-4 (r = 0.616), and strongly with APRI (r = 0.825) (all p < 0.001). Using cut-off values of 0.605 and 0.615 COI, the AUROCs were 0.754 and 0.799 for ≥ F3 and F4, respectively. M2BPGi identified one-quarter patients at risk of advanced fibrosis/cirrhosis otherwise classified into 'grey area' by LSM. In 86 patients with reassessment LSM, 21 (24.4%) showed significant fibrosis regression with corresponding decline in median M2BPGi level (- 0.11 COI) compared with the increase of +0.03 COI in patients without significant fibrosis regression (p = 0.011). Male gender, older age, use of potent antiviral therapy and change in serum M2BPGi were independently associated with significant fibrosis regression. CONCLUSIONS Serum M2BPGi can risk-stratify CHB patients whose liver stiffness fell into the 'grey area'. Significant fibrosis regression occurring in one-quarter patients was reflected by a reduction in M2BPGi levels at 10-year interval.
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21
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Hsu YC, Jun T, Huang YT, Yeh ML, Lee CL, Ogawa S, Cho SH, Lin JT, Yu ML, Nguyen MH, Tanaka Y. Serum M2BPGi level and risk of hepatocellular carcinoma after oral anti-viral therapy in patients with chronic hepatitis B. Aliment Pharmacol Ther 2018; 48:1128-1137. [PMID: 30306612 DOI: 10.1111/apt.15006] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 06/26/2018] [Accepted: 09/10/2018] [Indexed: 12/20/2022]
Abstract
BACKGROUND Mac-2 binding protein glycosylation isomer (M2BPGi) is an emerging biomarker for risk prediction of liver disease, but data remain sparse for patients with chronic hepatitis B (CHB) who are treated with nucleos(t)ide analogues (NA). AIM To clarify serial changes in M2BPGi and its association with subsequent hepatocellular carcinoma (HCC) development in NA-treated CHB patients. METHODS We enrolled 384 previously untreated CHB patients who received NAs. Among them, 195 had baseline cirrhosis (n = 142:48:5 for Child A:B:C). Sera were collected at NA initiation, and after 1 and 2 years. Serum M2BPGi levels were measured and expressed as cut-off index (COI) at different time points. The association between M2BPGi and HCC was evaluated by the Cox proportional hazard model. RESULTS The median M2BPGi levels significantly decreased from 1.68 COI at baseline, to 1.0 at year 1, and 0.88 at year 2. During median follow-up of 72.7 months, HCC occurred in 37 patients, 36 of whom had cirrhosis. In patients with cirrhosis, baseline M2BPGi level was associated with HCC risk (adjusted hazard ratio, 1.07 per COI; 95% CI, 1.01-1.14) on the multivariable Cox analysis, whereas levels at year 1 or 2 were not independently predictive. A risk score for HCC was developed using baseline M2BPGi, age and body mass index with c statistics of 0.77, 0.79 and 0.87 at 3, 5 and 10 years, respectively. CONCLUSIONS Serum M2BPGi level significantly decreases after NA treatment in CHB patients. Baseline level can be factored into the risk prediction of HCC in NA-treated patients with cirrhosis.
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Affiliation(s)
- Yao-Chun Hsu
- Division of Gastroenterology and Hepatology, Fu-Jen Catholic University Hospital, New Taipei, Taiwan.,School of Medicine, College of Medicine, Fu-Jen Catholic University, New Taipei, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Hospital, Kaohsiung, Taiwan.,Graduate Institute of Clinical Medical Science, China Medical University, Taichung, Taiwan
| | - Tomi Jun
- Department of Medicine, Stanford University Medical Center, Palo Alto, California
| | - Yen-Tsung Huang
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Ming-Lun Yeh
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chia-Long Lee
- Department of Internal Medicine, Cathay General Hospital, Taipei, Taiwan
| | - Shintaro Ogawa
- Department of Virology and Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Shu-Hsien Cho
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Jaw-Town Lin
- Division of Gastroenterology and Hepatology, Fu-Jen Catholic University Hospital, New Taipei, Taiwan.,School of Medicine, College of Medicine, Fu-Jen Catholic University, New Taipei, Taiwan
| | - Ming-Lung Yu
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Mindie H Nguyen
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, California
| | - Yasuhito Tanaka
- Department of Virology and Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
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Uojima H, Hidaka H, Tanaka Y, Inoue T, Onoue M, Wada N, Kubota K, Nakazawa T, Shibuya A, Fujikawa T, Nakayama T, Yamanoue H, Sung JH, Kako M, Koizumi W. Wisteria floribunda agglutinin-positive human Mac-2 binding protein in decompensated cirrhosis. J Gastroenterol Hepatol 2018; 33:1889-1896. [PMID: 29737582 DOI: 10.1111/jgh.14277] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 04/14/2018] [Accepted: 04/23/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIM An assay for Wisteria floribunda agglutinin-positive human Mac-2 binding protein (WFA+ -M2BP) has been reported as a useful non-invasive marker for the evaluation of the staging of fibrosis in several chronic liver diseases. However, available data on the effect of WFA+ -M2BP level in decompensated cirrhosis patients were limited. It is important that these investigations can validate the diagnostic utility of WFA+ -M2BP in the full range of patients with liver cirrhosis. METHODS A multicenter study was conducted at five locations in Japan. A total of 207 patients with liver cirrhosis were enrolled in the present study. To determine whether or not the WFA+ -M2BP value was associated with a progression of fibrosis among cirrhosis, this study examined WFA+ -M2BP levels between patients with cirrhosis in the decompensated and compensated groups. RESULTS The numbers and proportions of compensated and decompensated patients were 113 (54.6%) and 94 (45.4%), respectively. The average WFA+ -M2BP levels were 2.22 ± 1.61 in the compensated group and 6.91 ± 5.04 in the decompensated group. Significantly higher WFA+ -M2BP levels were observed in the decompensated group than those in the compensated group (P < 0.0001). The respective cut-off index values for decompensated cirrhosis were estimated using receiver-operating characteristic curves for WFA+ -M2BP levels. Using a cut-off index value of 3.37 for WFA+ -M2BP, predicting decompensated cirrhosis had a sensitivity of 77.8% and a specificity of 86.7%. CONCLUSIONS WFA+ -M2BP values were higher in patients with decompensated liver cirrhosis.
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Affiliation(s)
- Haruki Uojima
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan.,Department of Gastroenterology, Shonan Kamakura General Hospital, Kamakura, Kanagawa, Japan
| | - Hisashi Hidaka
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Yoshiaki Tanaka
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Tomoyoshi Inoue
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Mie Onoue
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Naohisa Wada
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Kousuke Kubota
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Takahide Nakazawa
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Akitaka Shibuya
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
| | - Tomoaki Fujikawa
- Department of Gastroenterology, Shonan Fujisawa Tokushukai Hospital, Fujisawa, Kanagawa, Japan
| | - Tsuyoshi Nakayama
- Department of Gastroenterology, Shonan Atsugi Hospital, Atsugi, Kanagawa, Japan
| | - Hiroki Yamanoue
- Department of General Internal Medicine, Shizuoka Tokushukai Hospital, Suruga, Shizuoka, Japan
| | - Ji Hyun Sung
- Department of Gastroenterology, Shonan Kamakura General Hospital, Kamakura, Kanagawa, Japan
| | - Makoto Kako
- Department of Gastroenterology, Shonan Kamakura General Hospital, Kamakura, Kanagawa, Japan
| | - Wasaburo Koizumi
- Department of Gastroenterology, Internal Medicine, Kitasato University School of Medicine, Sagamihara, Kanagawa, Japan
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23
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Chuaypen N, Chittmittraprap S, Pinjaroen N, Sirichindakul B, Poovorawan Y, Tanaka Y, Tangkijvanich P. Serum Wisteria floribunda agglutinin-positive Mac-2 binding protein level as a diagnostic marker of hepatitis B virus-related hepatocellular carcinoma. Hepatol Res 2018; 48:872-881. [PMID: 29732647 DOI: 10.1111/hepr.13187] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Revised: 04/19/2018] [Accepted: 04/25/2018] [Indexed: 02/08/2023]
Abstract
AIM Serum glycosylated Wisteria floribunda agglutinin-positive Mac-2 binding protein (WFA+ -M2BP) is a novel marker for staging liver fibrosis and predicting hepatocellular carcinoma (HCC) occurrence. This study aimed at evaluating the performance of WFA+ -M2BP in the diagnosis of HCC in patients with chronic hepatitis B virus (HBV) infection. METHODS The WFA+ -M2BP levels were measured in stored samples collected at initial diagnosis of 150 patients with HBV-related HCC and 150 age- and gender-matched patients with non-malignant chronic HBV infection. RESULTS Patients with HCC had higher levels of WFA+ -M2BP than those without HCC (3.9 [1.5-20.6] vs. 1.6 [0.4-9.3] cut-off index [COI], P < 0.001). In the HCC group, WFA+ -M2BP levels correlated with Child-Pugh classification but did not correlate with HBV markers, α-fetoprotein (AFP), or Barcelona Clinic Liver Cancer (BCLC) stage. The areas under the curve (AUROC) for differentiating HCC from non-HCC were 0.92 (95% confidence interval [CI], 0.89-0.95; P < 0.001) for WFA+ -M2BP, 0.90 (95% CI, 0.87-0.94; P < 0.001) for AFP, and 0.97 (95% CI, 0.95-0.98; P < 0.001) for the combination of both markers. At the optimal cut-off (2.4 COI), WFA+ -M2BP had sensitivity, specificity, and accuracy of 79.3%, 91.3%, and 85.3%, respectively. The WFA+ -M2BP marker was superior to AFP in differentiating early-stage HCC (BCLC stages 0 and A) from cirrhosis with AUROC of 0.80 (95% CI, 0.68-0.91; P < 0.001) and 0.73 (95% CI, 0.60-0.86; P = 0.002), respectively. By univariate analysis, elevated WFA+ -M2BP (≥4.0 COI) was correlated with poor overall survival in patients with HCC. CONCLUSIONS Wisteria floribunda agglutinin-positive M2BP showed a better diagnostic performance than AFP in detecting early-stage HCC. Thus, WFA+ -M2BP level could represent a promising marker for early diagnosis of HCC in patients with chronic HBV infection.
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Affiliation(s)
- Natthaya Chuaypen
- Center of Excellence in Hepatitis and Liver Cancer, Chulalongkorn University, Bangkok, Thailand
| | | | - Nutcha Pinjaroen
- Department of Radiology, Chulalongkorn University, Bangkok, Thailand
| | | | - Yong Poovorawan
- Center of Excellence in Clinical Virology, Chulalongkorn University, Bangkok, Thailand
| | - Yasuhito Tanaka
- Department of Virology and Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Pisit Tangkijvanich
- Center of Excellence in Hepatitis and Liver Cancer, Chulalongkorn University, Bangkok, Thailand
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24
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Shirabe K, Bekki Y, Gantumur D, Araki K, Ishii N, Kuno A, Narimatsu H, Mizokami M. Mac-2 binding protein glycan isomer (M2BPGi) is a new serum biomarker for assessing liver fibrosis: more than a biomarker of liver fibrosis. J Gastroenterol 2018; 53:819-826. [PMID: 29318378 DOI: 10.1007/s00535-017-1425-z] [Citation(s) in RCA: 120] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 12/18/2017] [Indexed: 02/04/2023]
Abstract
Assessing liver fibrosis is important for predicting the efficacy of antiviral therapy and patient prognosis. Liver biopsy is the gold standard for diagnosing liver fibrosis, despite its invasiveness and problematic diagnostic accuracy. Although noninvasive techniques to assess liver fibrosis are becoming important, reliable serum surrogate markers are not available. A glycoproteomics study aimed at identifying such markers discovered Mac 2-Binding Protein Gylcan Isomer (M2BPGi), which is a reliable marker for assessing liver fibrosis in patients with viral hepatitis and other fibrotic liver diseases such as primary biliary cholangitis, biliary atresia, autoimmune hepatitis, and nonalcoholic fatty liver disease. M2BPGi predicts the development of hepatocellular carcinoma (HCC) in patients infected with hepatitis B and C as well as the prognosis of liver cirrhosis in those with HCC after therapy. The unique features of M2BPGi are as follows: (1) cut-off values differ for the same stages of fibrosis according to the cause of fibrosis; and (2) M2BPGi levels rapidly decrease after patients achieve a sustained antiviral response to hepatitis C virus. These observations cannot be explained if M2BPGi levels reflect the amount of fibrotic tissue. Hepatic stellate cells (HSCs) secrete M2BPGi, which may serve as a messenger between HSCs and Kupffer cells via Mac-2 (galectin 3) that is expressed in Kupffer cells during fibrosis progression. Here we show that M2BPGi is a surrogate marker for assessing HSC activation. These findings may reveal the roles of HSCs in extrahepatic fibrotic disease progression.
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Affiliation(s)
- Ken Shirabe
- Division of Hepatobiliary and Pancreatic Surgery, Department of General Surgical Science, Gunma University, Graduate School of Medicine, 3-39-22 Showa Machi, Maebashi, Gunma, 371-8511, Japan.
| | - Yuki Bekki
- Department of Surgery and Science, Kyushu University, Graduate School of Medicine, Fukuoka, Fukuoka, Japan
| | - Dolgormaa Gantumur
- Division of Hepatobiliary and Pancreatic Surgery, Department of General Surgical Science, Gunma University, Graduate School of Medicine, 3-39-22 Showa Machi, Maebashi, Gunma, 371-8511, Japan
| | - Kenichiro Araki
- Division of Hepatobiliary and Pancreatic Surgery, Department of General Surgical Science, Gunma University, Graduate School of Medicine, 3-39-22 Showa Machi, Maebashi, Gunma, 371-8511, Japan
| | - Norihiro Ishii
- Division of Hepatobiliary and Pancreatic Surgery, Department of General Surgical Science, Gunma University, Graduate School of Medicine, 3-39-22 Showa Machi, Maebashi, Gunma, 371-8511, Japan
| | - Atsushi Kuno
- Research Center for Medical Glycoscience, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan
| | - Hisashi Narimatsu
- Research Center for Medical Glycoscience, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan
| | - Masashi Mizokami
- Research Center for Hepatitis and Immunology, National Center for Global Health and Medicine, Ichikawa, Chiba, Japan
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25
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Shinkai N, Nojima M, Iio E, Matsunami K, Toyoda H, Murakami S, Inoue T, Ogawa S, Kumada T, Tanaka Y. High levels of serum Mac-2-binding protein glycosylation isomer (M2BPGi) predict the development of hepatocellular carcinoma in hepatitis B patients treated with nucleot(s)ide analogues. J Gastroenterol 2018; 53:883-889. [PMID: 29288305 DOI: 10.1007/s00535-017-1424-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 12/18/2017] [Indexed: 02/08/2023]
Abstract
BACKGROUND Nucleot(s)ide analogues (NA) can reduce the risk of hepatocellular carcinoma (HCC), but not completely prevent its development. METHODS Two hundred and thirty-four chronic hepatitis B patients virologically well controlled with entecavir or tenofovir disoproxil fumarate for more than 1 year were enrolled in this study. Over the median observation period of 51 (12-142) months, 24 of 234 patients developed HCC. We quantified HBV markers, alpha-fetoprotein (AFP) and Mac-2-binding protein glycosylation isomer (M2BPGi) at baseline and 48 weeks after therapy. RESULTS Serum AFP and M2BPGi tended to decline from baseline to 48 weeks after treatment both in patients who did and those who did not develop HCC. Univariate Cox regression analysis indicated that serum M2BPGi levels ≥ 1.215 COI at 48 weeks were associated with HCC development [hazard ratio (HR) 5.73; p ≤ 0.001]. Multivariate analysis showed that male sex (HR 5.6; p = 0.01), AFP ≥ 9.65 ng/ml (HR 22.01; p ≤ 0.001), M2BPGi ≥ 1.215 (HR 5.07; p = 0.004) at 48 weeks were significant independent predictive factors for HCC development. Based on a scoring system consisting of three factors above described, Kaplan-Meier analysis for four groups (score 0, 1, 2, ≥ 3), revealed significant differences in cumulative HCC occurrence for each group within 2 years. The rate of incidence of HCC was 0, 5.4, 23.4, and 75% in each group, respectively. CONCLUSIONS In patients receiving NA therapy, higher M2BPGi at 48 weeks, as well as male sex and higher AFP at 48 weeks were independent risk factors for HCC development.
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Affiliation(s)
- Noboru Shinkai
- Departments of Virology & Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Masanori Nojima
- Center for Translational Research, The Institute of Medical Science Hospital, The University of Tokyo, Tokyo, Japan
| | - Etsuko Iio
- Department of Gastroenterology and Metabolism, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Kayoko Matsunami
- Department of Gastroenterology and Metabolism, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Hidenori Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Shuko Murakami
- Departments of Virology & Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Takako Inoue
- Department of Clinical Laboratory, Nagoya City University Hospital, Nagoya, Japan
| | - Shintaro Ogawa
- Departments of Virology & Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Takashi Kumada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Yasuhito Tanaka
- Departments of Virology & Liver Unit, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan.
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26
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Mak LY, Wong DKH, Cheung KS, Seto WK, Lai CL, Yuen MF. Role of serum M2BPGi levels on diagnosing significant liver fibrosis and cirrhosis in treated patients with chronic hepatitis B virus infection. Clin Transl Gastroenterol 2018; 9:163. [PMID: 29915243 PMCID: PMC6006340 DOI: 10.1038/s41424-018-0020-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Revised: 02/26/2018] [Accepted: 03/12/2018] [Indexed: 12/16/2022] Open
Abstract
Background Mac-2-binding protein glycosylation isomer (M2BPGi), a novel serum marker for liver fibrosis, was seldom studied in chronic hepatitis B (CHB). We aimed to evaluate its role on diagnosing significant fibrosis and cirrhosis in treated CHB patients. Methods CHB patients treated with nucleos(t)ide analogues (NAs) with baseline liver biopsies and retrievable serum samples were recruited. Paired liver biopsies were performed in patient subgroups at 1 and 3 years. Results In total, 327 NA-treated CHB patients (M:F = 229:98; median age 38.1 years) were recruited. The median M2BPGi values were 0.26, 0.34, 0.57 and 1.21 cutoff index (COI), in liver histology with Ishak F0–1, F2, F3 and F4, respectively (p < 0.01). M2BPGi levels correlated with the Ishak scores (ρ = 0.312, p < 0.001). Using the cutoff values of 0.25, 0.45 and 0.96 COI for ≥F2, ≥F3 and F4, the AUROCs were 0.653, 0.795 and 0.914, respectively. Multivariate analysis with several other serum indices showed that M2BPGi was the most significant independent factor for ≥F3 (OR: 8.197, 95% CI: 2.699–24.897, p < 0.001). In patient subgroups with serial liver biopsies, both the proportion of F3/F4 and M2BPGi decreased at 1 year (8.3% vs. 2.8% and 0.32 vs. 0.21 COI, respectively; both p < 0.001). Histological fibrosis progression after ≥3 years of NA therapy accompanied with an increase in M2BPGi level, compared to patients without progression (+0.14 vs −0.03 COI, p = 0.045). Conclusion Serum M2BPGi is a reliable non-invasive marker for diagnosing ≥F2, ≥F3 and F4. It is the only significant marker for ≥F3 among several other indices. NA produced concordant dynamic changes in M2BPGi levels and histological fibrosis.
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Affiliation(s)
- Lung-Yi Mak
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Danny Ka-Ho Wong
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China.,State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - Ka-Shing Cheung
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China
| | - Wai-Kay Seto
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China.,State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - Ching-Lung Lai
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China.,State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China
| | - Man-Fung Yuen
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China. .,State Key Laboratory for Liver Research, The University of Hong Kong, Hong Kong, China.
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27
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Kawanaka M, Tomiyama Y, Hyogo H, Koda M, Shima T, Tobita H, Hiramatsu A, Nishino K, Okamoto T, Sato S, Hara Y, Nishina S, Kawamoto H, Chayama K, Okanoue T, Hino K. Wisteria floribunda agglutinin-positive Mac-2 binding protein predicts the development of hepatocellular carcinoma in patients with non-alcoholic fatty liver disease. Hepatol Res 2018; 48:521-528. [PMID: 29316028 DOI: 10.1111/hepr.13054] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 12/26/2017] [Accepted: 01/02/2018] [Indexed: 02/06/2023]
Abstract
AIM As it is not practical to perform regular screening for hepatocellular carcinoma (HCC) in all patients with non-alcoholic fatty liver disease (NAFLD), there is a need to identify NAFLD patients who are at high risk for HCC. Wisteria floribunda agglutinin-positive Mac-2 binding protein (WFA+ -M2BP) has been shown to be a surrogate marker for predicting HCC as well as a liver fibrosis marker in patients with chronic hepatitis B and C. The aim of this study was to investigate whether WFA+ -M2BP predicts HCC development in NAFLD patients. METHODS Serum WFA+ -M2BP was retrospectively measured in 331 patients with histologically proven NAFLD, 51 of whom developed HCC. The association of WFA+ -M2BP and HCC development in NAFLD patients was investigated. RESULTS The WFA+ -M2BP values were significantly greater in NAFLD patients with HCC than in those without HCC among patients with liver fibrosis ≥stage 3. Multivariate analysis identified WFA+ -M2BP as one of the predictive factors for HCC development (odds ratio, 1.57; 95% confidence interval, 1.083-2.265; P = 0.017). The optimal cut-off index of WFA+ -M2BP for predicting HCC was 1.255 with specificity of 78.4% and sensitivity of 70.4%. The area under the receiver operating characteristic curve value for the prediction of HCC development was 0.806. The cumulative incidence rate of HCC was significantly greater in patients with WFA+ -M2BP ≥ 1.255 (n = 61) than in those with WFA+ -M2BP < 1.255 (n = 137) among patients who were followed up for more than 2 years after the diagnosis of NAFLD. CONCLUSIONS Wisteria floribunda agglutinin-positive Mac-2 binding protein predicts HCC development and is a useful surrogate marker for identifying NAFLD patients who are at a high risk for HCC.
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Affiliation(s)
- Miwa Kawanaka
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama
| | - Yasuyuki Tomiyama
- Department of Hepatology and Pancreatology, Kawasaki Medical School, Kurashiki
| | - Hideyuki Hyogo
- Department of Gastroenterology and Hepatology, JA Hiroshima General Hospital, Hatsukaichi
| | - Masahiko Koda
- Division of Medicine and Clinical Science, Faculty of Medicine, Tottori University, Yonago
| | - Toshihide Shima
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita
| | - Hiroshi Tobita
- Department of Gastroenterology and Hepatology, Shimane University School of Medicine, Izumo
| | - Akira Hiramatsu
- Department of Gastroenterology and Metabolism, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Ken Nishino
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama
| | - Toshiaki Okamoto
- Division of Medicine and Clinical Science, Faculty of Medicine, Tottori University, Yonago
| | - Shuichi Sato
- Department of Gastroenterology and Hepatology, Shimane University School of Medicine, Izumo
| | - Yuichi Hara
- Department of Hepatology and Pancreatology, Kawasaki Medical School, Kurashiki
| | - Sohji Nishina
- Department of Hepatology and Pancreatology, Kawasaki Medical School, Kurashiki
| | - Hirofumi Kawamoto
- Department of General Internal Medicine 2, Kawasaki Medical School General Medical Center, Okayama
| | - Kazuaki Chayama
- Department of Gastroenterology and Metabolism, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Takeshi Okanoue
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita
| | - Keisuke Hino
- Department of Hepatology and Pancreatology, Kawasaki Medical School, Kurashiki
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28
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Xu WP, Wang ZR, Zou X, Zhao C, Wang R, Shi PM, Yuan ZL, Yang F, Zeng X, Wang PQ, Sultan S, Zhang Y, Xie WF. Serum Wisteria floribunda agglutinin-positive Mac-2-binding protein evaluates liver function and predicts prognosis in liver cirrhosis. J Dig Dis 2018; 19:242-253. [PMID: 29607614 DOI: 10.1111/1751-2980.12596] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/21/2018] [Accepted: 03/29/2018] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Wisteria floribunda agglutinin-positive Mac-2-binding protein (WFA+ -M2BP) is a novel glycobiomarker for evaluating liver fibrosis, but less is known about its role in liver cirrhosis (LC). This study aimed to investigate the utility of WFA+ -M2BP in evaluating liver function and predicting prognosis of cirrhotic patients. METHODS We retrospectively included 197 patients with LC between 2013 and 2016. Serum WFA+ -M2BP and various biochemical parameters were measured in all patients. With a median follow-up of 23 months, liver-related complications and deaths of 160 patients were recorded. The accuracy of WFA+ -M2BP in evaluating liver function, predicting decompensation and mortality were measured by the receiver operating characteristic (ROC) curve, logistic and Cox's regression analyses, respectively. RESULTS WFA+ -M2BP levels increased with elevated Child-Pugh classification, especially in patients with hepatitis B virus (HBV) infection. ROC analysis confirmed the high reliability of WFA+ -M2BP for the assessment of liver function using Child-Pugh classification. WFA+ -M2BP was also significantly positively correlated with the model for end-stage liver disease (MELD) score. Multivariate logistic regression analysis indicated WFA+ -M2BP as an independent predictor of clinical decompensation for compensated patients (odds ratio 11.958, 95% confidence interval [CI] 1.876-76.226, P = 0.009), and multivariate Cox's regression analysis verified WFA+ -M2BP as an independent risk factor for liver-related death in patients with HBV infection (hazards ratio 10.596, 95% CI 1.356-82.820, P = 0.024). CONCLUSION Serum WFA+ -M2BP is a reliable predictor of liver function and prognosis in LC and could be incorporated into clinical surveillance strategies for LC patients, especially those with HBV infection.
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Affiliation(s)
- Wen Ping Xu
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Ze Rui Wang
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Xia Zou
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
| | - Chen Zhao
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Rui Wang
- Department of Health Statistics, Faculty of Health Service, Second Military Medical University, Shanghai, China
| | - Pei Mei Shi
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Zong Li Yuan
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Fang Yang
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xin Zeng
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Pei Qin Wang
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Sakhawat Sultan
- Department of Gastroenterology, Combined Military Hospital, Dhaka, Bangladesh
| | - Yan Zhang
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
| | - Wei Fen Xie
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical University, Shanghai, China
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