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Sugihara T, Nagahara T, Kihara T, Ikeda S, Hoshino Y, Matsuki Y, Sakaguchi T, Kurumi H, Onoyama T, Takata T, Matono T, Isomoto H. Characterization and Detection Strategy Exploration in Cryptogenic Hepatocellular Carcinoma: Insights From a Super-Aged Region in Japan. Cancer Med 2025; 14:e70490. [PMID: 39846235 PMCID: PMC11755116 DOI: 10.1002/cam4.70490] [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: 01/22/2024] [Revised: 10/15/2024] [Accepted: 11/29/2024] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND AND AIM In recent years, there has been a rise in cryptogenic hepatocellular carcinoma (c-HCC) cases in Japan, posing a detection challenge due to an unknown etiology. This study aims to enhance diagnostic strategies for c-HCC by analyzing its characteristics and exploring current opportunities for detection. METHODS A retrospective study was conducted from April 2012 to March 2022, enrolling 372 newly diagnosed hepatocellular carcinoma (HCC) patients. Excluding cases associated with hepatitis viral infection, alcoholic liver disease, non-alcoholic fatty liver disease/steatohepatitis, autoimmune hepatitis, primary biliary cholangitis, and congestive hepatopathy, the study specifically focused on genuine c-HCC. The analysis delved into the characteristics, detection opportunities, and survival outcomes associated with c-HCC. RESULTS Among the non-viral HCC cases, 55 patients (29.3%) (34 men and 21 women) were diagnosed with c-HCC, making it the second-highest etiology. Notably, individuals with c-HCC, typically aged 60 and above (median age 76.0), exhibited a women predominance and presented with larger tumors (4.5 cm vs. 2.5 cm), correlating with a poorer prognosis. Cirrhosis was notably absent in most c-HCC cases (72.7%), and more than half (56.4%) did not have diabetes mellitus (DM). Diagnostic pathways for c-HCC primarily involved incidental imaging (47%) and symptoms (24%). Within the cohort of c-HCC, the prognosis for symptomatic cases is notably unfavorable compared to other cases [median survival time 19.0 (7.0-45.0) months vs. 47.0 (29.0-76.0) months, p = 0.029]. In the multivariate regression analysis, age and women emerged as independent factors associated with c-HCC. Rather than a significant increase in women, there is a narrowing gender gap. CONCLUSION Patients with c-HCC were predominantly elderly, without cirrhosis or diabetes, and exhibited minimal gender differences. Detection often occurred incidentally through abdominal imaging. Considering the limitations of conventional surveillance, it seems reasonable to propose that abdominal imaging be included in cancer screening, particularly for individuals aged 60 and older. TRIAL REGISTRATION 1610A127.
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Affiliation(s)
- Takaaki Sugihara
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Takakazu Nagahara
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Takuya Kihara
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Suguru Ikeda
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Yoshiki Hoshino
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Yukako Matsuki
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Takuki Sakaguchi
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Hiroki Kurumi
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Takumi Onoyama
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Tomoaki Takata
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
| | - Tomomitsu Matono
- Department of GastroenterologyHyogo Prefectural Harima‐Himeji General Medical CenterHimejiJapan
| | - Hajime Isomoto
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, Faculty of MedicineTottori UniversityYonagoJapan
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Tourkochristou E, Kalafateli M, Triantos C, Aggeletopoulou I. Evaluation of PAGE-B Score for Hepatocellular Carcinoma Development in Chronic Hepatitis B Patients: Reliability, Validity, and Responsiveness. Biomedicines 2024; 12:1260. [PMID: 38927467 PMCID: PMC11200639 DOI: 10.3390/biomedicines12061260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 05/29/2024] [Accepted: 06/02/2024] [Indexed: 06/28/2024] Open
Abstract
Chronic hepatitis B (CHB) constitutes a major global public health issue, affecting millions of individuals. Despite the implementation of robust vaccination programs, the hepatitis B virus (HBV) significantly influences morbidity and mortality rates. CHB emerges as one of the leading causes of hepatocellular carcinoma (HCC), introducing a major challenge in the effective management of CHB patients. Therefore, it is of utmost clinical importance to diligently monitor individuals with CHB who are at high risk of HCC development. While various prognostic scores have been developed for surveillance and screening purposes, their accuracy in predicting HCC risk may be limited, particularly in patients under treatment with nucleos(t)ide analogues. The PAGE-B model, incorporating age, gender, and platelet count, has exhibited remarkable accuracy, validity, and reliability in predicting HCC occurrence among CHB patients receiving HBV treatment. Its predictive performance stands out, whether considered independently or in comparison to alternative HCC risk scoring systems. Furthermore, the introduction of targeted adjustments to the calculation of the PAGE-B score might have the potential to further improve its predictive accuracy. This review aims to evaluate the efficacy of the PAGE-B score as a dependable tool for accurate prediction of the development of HCC in CHB patients. The evidence discussed aims to provide valuable insights for guiding recommendations on HCC surveillance within this specific population.
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Affiliation(s)
- Evanthia Tourkochristou
- Division of Gastroenterology, Department of Internal Medicine, University Hospital of Patras, 26504 Patras, Greece; (E.T.); (C.T.)
| | - Maria Kalafateli
- Department of Gastroenterology, General Hospital of Patras, 26332 Patras, Greece;
| | - Christos Triantos
- Division of Gastroenterology, Department of Internal Medicine, University Hospital of Patras, 26504 Patras, Greece; (E.T.); (C.T.)
| | - Ioanna Aggeletopoulou
- Division of Gastroenterology, Department of Internal Medicine, University Hospital of Patras, 26504 Patras, Greece; (E.T.); (C.T.)
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3
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Xu X, Jiang L, Zeng Y, Pan L, Lou Z, Ruan B. HCC prediction models in chronic hepatitis B patients receiving entecavir or tenofovir: a systematic review and meta-analysis. Virol J 2023; 20:180. [PMID: 37582759 PMCID: PMC10428529 DOI: 10.1186/s12985-023-02145-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 07/28/2023] [Indexed: 08/17/2023] Open
Abstract
BACKGROUND Our study aimed to compare the predictive performance of different hepatocellular carcinoma (HCC) prediction models in chronic hepatitis B patients receiving entecavir or tenofovir, including discrimination, calibration, negative predictive value (NPV) in low-risk, and proportion of low-risk. METHODS We conducted a systematic literature research in PubMed, EMbase, the Cochrane Library, and Web of Science before January 13, 2022. The predictive performance was assessed by area under receiver operating characteristic curve (AUROC), calibration index, negative predictive value, and the proportion in low-risk. Subgroup and meta-regression analyses of discrimination and calibration were conducted. Sensitivity analysis was conducted to validate the stability of the results. RESULTS We identified ten prediction models in 23 studies. The pooled 3-, 5-, and 10-year AUROC varied from 0.72 to 0.84, 0.74 to 0.83, and 0.76 to 0.86, respectively. REAL-B, AASL-HCC, and HCC-RESCUE achieved the best discrimination. HCC-RESCUE, PAGE-B, and mPAGE-B overestimated HCC development, whereas mREACH-B, AASL-HCC, REAL-B, CAMD, CAGE-B, SAGE-B, and aMAP underestimated it. All models were able to identify people with a low risk of HCC accurately. HCC-RESCUE and aMAP recognized over half of the population as low-risk. Subgroup analysis and sensitivity analysis showed similar results. CONCLUSION Considering the predictive performance of all four aspects, we suggest that HCC-RESCUE was the best model to utilize in clinical practice, especially in primary care and low-income areas. To confirm our findings, further validation studies with the above four components were required.
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Affiliation(s)
- Xiaolan Xu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, National Medical Center for Infectious Diseases, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou, 310000, China
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310000, China
| | - Lushun Jiang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, National Medical Center for Infectious Diseases, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou, 310000, China
| | - Yifan Zeng
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, National Medical Center for Infectious Diseases, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou, 310000, China
| | - Liya Pan
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, National Medical Center for Infectious Diseases, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou, 310000, China
| | - Zhuoqi Lou
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, National Medical Center for Infectious Diseases, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou, 310000, China
| | - Bing Ruan
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, National Medical Center for Infectious Diseases, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou, 310000, China.
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4
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Ishido S, Tamaki N, Uchihara N, Suzuki K, Tanaka Y, Miyamoto H, Yamada M, Matsumoto H, Nobusawa T, Keitoku T, Takaura K, Tanaka S, Maeyashiki C, Yasui Y, Takahashi Y, Tsuchiya K, Nakanishi H, Itakura J, Kurosaki M, Izumi N. Switching from entecavir to tenofovir alafenamide for maintaining complete virological response in chronic hepatitis B. JGH Open 2023; 7:567-571. [PMID: 37649865 PMCID: PMC10463023 DOI: 10.1002/jgh3.12950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 06/13/2023] [Accepted: 07/11/2023] [Indexed: 09/01/2023]
Abstract
Background and Aim Hepatocellular carcinoma development can be decreased by achieving and maintaining complete virological response (CVR) in chronic hepatitis B. However, it is unclear whether switching from entecavir (ETV) to tenofovir alafenamide (TAF) could achieve and maintain CVR in patients with low-level viremia (LLV; HBV DNA ≤ 3.3 log IU/mL) or occasional detectable HBV DNA during ETV treatment. Therefore, we aimed to examine whether the switching from ETV to TAF is effective in achieving CVR in patients with LLV or occasional detectable HBV DNA. Methods This study comprised 45 patients who switched from ETV to TAF. All patients received ETV and TAF for >2 years, and the HBV DNA levels were measured every 3 months. Maintaining undetectable HBV DNA during 2-year period is defined as CVR. The primary endpoint is the CVR rate during ETV and TAF treatment. Results The CVR rate for each of the 2 years of ETV and TAF therapy was 33.3% (15/45) and 68.9% (31/45, P < 0.01), respectively, and the CVR rate increased by switching from ETV to TAF. In patients with occasional detectable HBV DNA during ETV treatment (22 patients), 15 achieved CVR and 7 maintained occasional detectable HBV DNA. In patients with LLV during ETV treatment (eight patients), three achieved CVR and five had occasional detectable HBV DNA. Conclusion Switching from ETV to TAF increases the CVR rate in patients with LLV or occasional detectable HBV DNA and could be an alternative treatment option.
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Affiliation(s)
- Shun Ishido
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Nobuharu Tamaki
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Naoki Uchihara
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Keito Suzuki
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Yuki Tanaka
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Haruka Miyamoto
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Michiko Yamada
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Hiroaki Matsumoto
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Tsubasa Nobusawa
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Taisei Keitoku
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Kenta Takaura
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Shohei Tanaka
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Chiaki Maeyashiki
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Yutaka Yasui
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Yuka Takahashi
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Kaoru Tsuchiya
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Hiroyuki Nakanishi
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Jun Itakura
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Masayuki Kurosaki
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
| | - Namiki Izumi
- Department of Gastroenterology and HepatologyMusashino Red Cross HospitalTokyoJapan
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5
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Keitoku T, Tamaki N, Kurosaki M, Inada K, Kirino S, Uchihara N, Suzuki K, Tanaka Y, Miyamoto H, Ishido S, Yamada M, Nobusawa T, Matsumoto H, Higuchi M, Takaura K, Tanaka S, Maeyashiki C, Kaneko S, Yasui Y, Takahashi Y, Tsuchiya K, Nakanishi H, Asahina Y, Okamoto R, Izumi N. Effect of fatty liver and fibrosis on hepatocellular carcinoma development in patients with chronic hepatitis B who received nucleic acid analog therapy. J Viral Hepat 2023; 30:297-302. [PMID: 36648382 DOI: 10.1111/jvh.13805] [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: 10/04/2022] [Revised: 12/16/2022] [Accepted: 01/02/2023] [Indexed: 01/18/2023]
Abstract
The number of patients with fatty liver has been increasing worldwide; however, the significance of fatty liver in patients with chronic hepatitis B who are receiving nucleic acid analog (NA) therapy remains unclear. Thus, we aimed to determine whether fatty liver affects the development of hepatocellular carcinoma (HCC) in patients receiving NA therapy. This study included 445 patients who received NA therapy, and the development of HCC was investigated. The primary outcome was the association between fatty liver and HCC development. During a mean follow-up period of 7.4 years, 46 patients (10.3%) developed HCC. No significant difference in the cumulative incidence of HCC was observed between patients with fatty liver and those without (p = 0.17). Multivariable analysis for age, gender, platelet count, alanine aminotransferase level at 1 year following NA therapy, and fatty liver revealed that the presence of fatty liver was not a significant factor for HCC development (hazard ratio [HR]: 0.96, 95% confidence interval [CI]: 0.5-1.9). In another multivariable analysis for advanced fibrosis, gender, and fatty liver, advanced fibrosis was found to be a significant factor for HCC development (HR: 9.50, 95% CI: 5.1-18) but not fatty liver (HR: 0.90, 95% CI: 0.5-1.7). In conclusion, in patients with chronic hepatitis B who received NA therapy, advanced fibrosis was found to be an important risk factor for HCC development but not fatty liver, suggesting the importance of providing treatment before the progression of liver fibrosis regardless of the presence of fatty liver.
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Affiliation(s)
- Taisei Keitoku
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kento Inada
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Sakura Kirino
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Naoki Uchihara
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Keito Suzuki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yuki Tanaka
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Haruka Miyamoto
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shun Ishido
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Michiko Yamada
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tsubasa Nobusawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hiroaki Matsumoto
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Mayu Higuchi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kenta Takaura
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Shohei Tanaka
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Chiaki Maeyashiki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shun Kaneko
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yutaka Yasui
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Yuka Takahashi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kaoru Tsuchiya
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hiroyuki Nakanishi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yasuhiro Asahina
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ryuichi Okamoto
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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6
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Mao HD, Zheng SQ, Yang SH, Huang ZY, Xue Y, Zhou M. A new model predicts hepatocellular carcinoma in patients with HBV-related decompensated liver cirrhosis and long-term antiviral therapy: a prospective study. PeerJ 2023; 11:e15014. [PMID: 36992940 PMCID: PMC10042153 DOI: 10.7717/peerj.15014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 02/16/2023] [Indexed: 03/31/2023] Open
Abstract
Background We aimed to evaluate the prediction values of non-invasive models for hepatocellular carcinoma (HCC) development in patients with HBV-related liver cirrhosis (LC) and long-term NA treatment. Methods Patients with compensated or decompensated cirrhosis (DC), who achieved long-term virological response, were enrolled. DC and its stages were defined by the complications including ascites, encephalopathy, variceal bleeding, or renal failure. Prediction accuracy of several risk scores, including ALBI, CAMD, PAGE-B, mPAGE-B and aMAP, was compared. Results The median follow-up duration was 37 (28-66) months. Among the 229 patients, 9 (9.57%) patients in the compensated LC group and 39 (28.89%) patients in the DC group developed HCC. The incidence of HCC was higher in the DC group ( X 2 = 12.478, P < 0.01). The AUROC of ALBI, aMAP, CAMD, PAGE-B and mPAGE-B scores were 0.512, 0.667, 0.638, 0.663, 0.679, respectively. There was no significant difference in AUROC between CAMD, aMAP, PAGE-B and mPAGE-B (all P > 0.05). Univariable analysis showed that age, DC status and platelet were associated with HCC development, and multivariable analysis showed that age and DC status (both P < 0.01) were independent risk factors for HCC development, then Model (Age_DC) was developed and its AUROC was 0.718. Another model, Model (Age_DC_PLT_TBil) consisting of age, DC stage, PLT, TBil was also developed, and its AUROC was larger than that of Model (Age_DC) (0.760 vs. 0.718). Moreover, AUROC of Model (Age_DC_PLT_TBil) was larger than the other five models (all P < 0.05). With an optimal cut-off value of 0.236, Model (Age_DC_PLT_TBil) achieved 70.83% sensitivity, 76.24% specificity. Conclusion There is a lack of non-invasive risk scores for HCC development in HBV-related DC, and a new model consisting of age, DC stage, PLT, TBil may be an alternative.
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Affiliation(s)
- Hao-dan Mao
- Institute of Hepatology, Changzhou Third People’s Hospital, Changzhou, Jiangsu, China
- Department of Infectious Diseases, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, China
| | - Shu-qin Zheng
- Institute of Hepatology, Changzhou Third People’s Hospital, Changzhou, Jiangsu, China
| | - Su-hua Yang
- Institute of Hepatology, Changzhou Third People’s Hospital, Changzhou, Jiangsu, China
- Department of Infectious Diseases, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, China
| | - Ze-yu Huang
- Institute of Hepatology, Changzhou Third People’s Hospital, Changzhou, Jiangsu, China
- Department of Infectious Diseases, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, China
| | - Yuan Xue
- Institute of Hepatology, Changzhou Third People’s Hospital, Changzhou, Jiangsu, China
- Department of Infectious Diseases, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, China
| | - Min Zhou
- Institute of Hepatology, Changzhou Third People’s Hospital, Changzhou, Jiangsu, China
- Department of Infectious Diseases, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, China
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7
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Kirino S, Tamaki N, Kurosaki M, Kaneko S, Inada K, Tanaka Y, Ishido S, Yamashita K, Nobusawa T, Matsumoto H, Hayakawa Y, Kakegawa T, Higuchi M, Takaura K, Tanaka S, Maeyashiki C, Yasui Y, Takahashi Y, Tsuchiya K, Nakanishi H, Okamoto R, Izumi N. Alanine aminotransferase levels as therapeutic targets after nucleotide/nucleoside analog therapy in patient with chronic hepatitis B. Hepatol Res 2023; 53:35-42. [PMID: 36117296 DOI: 10.1111/hepr.13839] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 09/08/2022] [Accepted: 09/08/2022] [Indexed: 01/03/2023]
Abstract
AIM Alanine aminotransferase (ALT) is a criterion for the introduction of nucleotide/nucleoside analog (NA), and ALT levels are decreased by NA treatment. However, the association between post-treatment ALT levels and hepatocellular carcinoma (HCC) risk remains unclear. To fill this gap, we aimed to establish a target value of ALT level during NA treatment. METHODS In total, 413 patients with chronic hepatitis B who received entecavir, tenofovir alafenamide, or tenofovir disoproxil fumarate were enrolled. The subsequent development of HCC was examined and a target value of ALT level during NA treatment as a risk marker for HCC was evaluated. RESULTS The median follow-up duration was 5.1 years, during which time 27 patients (8.6%) developed HCC. ALT level at the start of treatment was not associated with HCC development (p = 0.08). When stratified by ALT at 1 year after NA initiation, the cumulative 3- and 5-year rates of HCC for patients with ALT ≥21 IU/L were 11.5% and 18.1%, and those with ALT <21 IU/L was 2.3% and 6.5%, respectively. Patients with ALT <21 IU/L had a significantly lower risk of HCC development compared with patients with ALT ≥21 IU/L (p = 0.002). In multivariable analysis adjusting age, sex, and platelet counts, ALT ≥21 IU/L was an independent risk factor of HCC development with hazard ratio of 4.5 (95% confidence interval: 1.01-20.4). CONCLUSIONS ALT <21 IU/L at 1 year after NA initiation has a lower risk of HCC and could be used as a target value for NA treatment.
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Affiliation(s)
- Sakura Kirino
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Shun Kaneko
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kento Inada
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yuki Tanaka
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Shun Ishido
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Koji Yamashita
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Tsubasa Nobusawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hiroaki Matsumoto
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yuka Hayakawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tatsuya Kakegawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Mayu Higuchi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kenta Takaura
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Shohei Tanaka
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Chiaki Maeyashiki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yutaka Yasui
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Yuka Takahashi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kaoru Tsuchiya
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Hiroyuki Nakanishi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Ryuichi Okamoto
- Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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8
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Kaneko S, Kurosaki M, Mashiba T, Marusawa H, Kondo M, Kojima Y, Uchida Y, Fujii H, Akahane T, Yagisawa H, Kusakabe A, Kobashi H, Abe T, Yoshida H, Ogawa C, Furuta K, Tamaki N, Tsuji K, Matsushita T, Izumi N. Risk factors for hepatocellular carcinoma at baseline and 1 year after initiation of nucleos(t)ide analog therapy for chronic hepatitis B. J Med Virol 2023; 95:e28210. [PMID: 36222204 DOI: 10.1002/jmv.28210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 10/01/2022] [Accepted: 10/07/2022] [Indexed: 01/11/2023]
Abstract
Nucleos(t)ide analogs (NAs) cannot completely suppress the risk of hepatocellular carcinoma (HCC) in patients with chronic hepatitis B (CHB). This study aimed to identify the risk factors for HCC development in naïve CHB patients treated with current NA. Patients receiving NA (n = 905) were recruited retrospectively from the 17 hospitals of the Japanese Red Cross Liver Study Group. All treatment-naïve patients had been receiving current NA continuously for more than 1 year until the end of the follow-up. We analyzed the accuracy of predictive risk score using the area under receiver operating characteristic curve. The albumin-bilirubin (ALBI) score was significantly improved by NA therapy (-0.171 ± 0.396; p < 0.001 at Week 48). A total of 72 (8.0%) patients developed HCC over a median follow-up of 6.2 (1.03-15.7) years. An independent predictive factor of HCC development was older age, cirrhosis, lower platelet counts at baseline and ALBI score, and alpha-fetoprotein (AFP) at 1 year after NA therapy according to multivariate analysis. The accuracy was assessed using the PAGE-B, mPAGE-B, aMAP, APA-B, and REAL-B scores that included these factors. Discrimination was generally acceptable for these models. aMAP and REAL-B demonstrated high discrimination with 0.866/0.862 and 0.833/0.859 for 3- and 5-year prediction from the status of 1 year after NA therapy, respectively. Baseline age and platelet count, as well as ALBI and AFP one year after NA, were useful for stratifying carcinogenesis risk. The aMAP and REAL-B scores were validated with high accuracy in Japanese CHB patients.
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Affiliation(s)
- Shun Kaneko
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan.,Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Toshie Mashiba
- Center for Liver-Biliary-Pancreatic Diseases, Matsuyama Red Cross Hospital, Matsuyama, Ehime, Japan
| | - Hiroyuki Marusawa
- Department of Gastroenterology, Japanese Red Cross Osaka Hospital, Osaka, Japan
| | - Masahiko Kondo
- Department of Gastroenterology, Japanese Red Cross Otsu Hospital, Shiga, Japan
| | - Yuji Kojima
- Department of Gastroenterology, Japanese Red Cross Ise Hospital, Ise, Mie, Japan
| | - Yasushi Uchida
- Department of Gastroenterology, Japanese Red Cross Matsue Hospital, Matsue, Shimane, Japan
| | - Hideki Fujii
- Department of Gastroenterology, Japanese Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Takehiro Akahane
- Department of Gastroenterology, Japanese Red Cross Ishinomaki Hospital, Ishinomaki, Miyagi, Japan
| | - Hitoshi Yagisawa
- Department of Gastroenterology, Japanese Red Cross Akita Hospital, Akita, Japan
| | - Atsunori Kusakabe
- Department of Gastroenterology, Japanese Red Cross Nagoya Daini Hospital, Nagoya, Japan
| | - Haruhiko Kobashi
- Department of Hepatology, Japanese Red Cross Okayama Hospital, Okayama, Japan
| | - Takehiko Abe
- Department of Gastroenterology, Japanese Red Cross Maebashi Hospital, Maebashi, Gunma, Japan
| | - Hideo Yoshida
- Department of Gastroenterology, Japanese Red Cross Medical Center, Tokyo, Japan
| | - Chikara Ogawa
- Department of Gastroenterology, Japanese Red Cross Takamatsu Hospital, Takamatsu, Kagawa, Japan
| | - Koichiro Furuta
- Department of Gastroenterology, Japanese Red Cross Masuda Hospital, Masuda, Shimane, Japan
| | - Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Keiji Tsuji
- Department of Gastroenterology, Hiroshima Red Cross Hospital & Atomic-Bomb Survivors Hospital, Hiroshima, Japan
| | | | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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9
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Cheng R, Xu X. Validation of Hepatocellular Carcinoma Risk Prediction Models in Patients with Hepatitis B-Related Cirrhosis. J Hepatocell Carcinoma 2022; 9:987-997. [PMID: 36117526 PMCID: PMC9480598 DOI: 10.2147/jhc.s377435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 09/06/2022] [Indexed: 12/24/2022] Open
Abstract
Purpose Several risk models have been developed to predict the hepatocellular carcinoma (HCC) risk in patients with chronic hepatitis B (CHB); however, it remains unclear whether these models are useful for risk assessment in patients with hepatitis B virus (HBV)-related cirrhosis undergoing antiviral therapy. Patients and Methods A total of 252 treatment-naive cirrhosis patients with no history of HCC who underwent treatment with nucleos(t)ide analogues between January 2010 and July 2014 were enrolled. Cox proportional hazards model was used to analyze the risk factors for HCC. "TimeROC" and "survival ROC" package, written for R, were used to compare the time-dependent area under the receiver operating characteristic (AUROC) curves for the predictability of the HCC risk scores. Results During the mean follow-up period of 56.96 months, 48 (19.0%) patients developed HCC. Cox multivariate stepwise regression analysis revealed that international normalized ratio (hazard ratio [HR] 2.771, 95% confidence interval [CI] 1.462-5.254; P=0.002), alpha-fetoprotein (HR 1.001, 95% CI 1.000-1.003; P=0.035), diabetes mellitus (HR 3.061, 95% CI 1.542-6.077; P=0.001), and alcohol intake (HR 2.250, 95% CI 1.042-4.856; P=0.039) were independent indicators of the HCC risk. AUROC at 3 (0.739) and 5 years (0.695) for the REAL-B score were consistently higher than those of the other risk models except RWS-HCC. The time-dependent AUROC value at 1 year for the REAL-B score was similar to those of the other risk models. According to REAL-B score stratification (0-3, low; 4-7, moderate; and 8-13, high), the HCC risk rates at 1, 3, and 5 years were 2.4%, 5.6%, and 9.0% in the intermediate-risk group, and 7.2%, 21.1%, and 26.3% in the high-risk group, respectively (all P<0.001 between each pair). Conclusion REAL-B score showed a persistently high prognostic capability in predicting the HCC risk in HBV-related cirrhosis patients undergoing antiviral therapy.
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Affiliation(s)
- Ran Cheng
- Department of Infectious Diseases, Peking University Third Hospital, Beijing, People's Republic of China
| | - Xiaoyuan Xu
- Department of Gastroenterology, Peking University First Hospital, Beijing, People's Republic of China
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10
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Ferreira da Silva AC, Cunha-Silva M, Sevá-Pereira T, Mazo DF. Evaluation of the Hepatocellular Carcinoma Predictive Scores PAGE-B and mPAGE-B among Brazilian Patients with Chronic Hepatitis B Virus Infection. Viruses 2022; 14:v14091968. [PMID: 36146774 PMCID: PMC9503912 DOI: 10.3390/v14091968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/28/2022] [Accepted: 09/02/2022] [Indexed: 11/29/2022] Open
Abstract
Hepatitis B virus (HBV) is intrinsically oncogenic and related to hepatocellular carcinoma (HCC). Predictive scores of HCC have been developed but have been poorly studied in admixed populations. Therefore, we aimed to evaluate the performance of PAGE-B and mPAGE-B scores for HCC prediction in HBV Brazilian patients and factors related to HCC occurrence. This is a retrospective study that evaluated patients followed at a tertiary university center. A total of 224 patients were included, with a median follow-up period of 9 years. The mean age at HBV diagnosis was 38.71 ± 14.19 years, predominantly males (66.1%). The cumulative incidence of HCC at 3, 5, and 7 years was 0.993%, 2.70%, and 5.25%, respectively, being related in the univariate logistic regression analysis to male sex (p = 0.0461), older age (p = 0.0001), cirrhosis at HBV diagnosis (p < 0.0001), and higher values of PAGE-B and mPAGE-B scores (p = 0.0002 and p < 0.0001, respectively). Older age, male sex, and cirrhosis at HBV diagnosis were independently associated with HCC occurrence. The AUROCs of PAGE-B and mPAGE-B were 0.7906 and 0.7904, respectively, with no differences between them (p = 0.9767). In conclusion, both PAGE-B and mPAGE-B showed a correct prediction of HCC above 70% in this cohort.
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Affiliation(s)
- Ana Caroline Ferreira da Silva
- Division of Gastroenterology (Gastrocentro), Department of Internal Medicine, School of Medical Sciences of University of Campinas (UNICAMP), Campinas 13083-878, SP, Brazil
| | - Marlone Cunha-Silva
- Division of Gastroenterology (Gastrocentro), Department of Internal Medicine, School of Medical Sciences of University of Campinas (UNICAMP), Campinas 13083-878, SP, Brazil
| | - Tiago Sevá-Pereira
- Division of Gastroenterology (Gastrocentro), Department of Internal Medicine, School of Medical Sciences of University of Campinas (UNICAMP), Campinas 13083-878, SP, Brazil
| | - Daniel F. Mazo
- Division of Gastroenterology (Gastrocentro), Department of Internal Medicine, School of Medical Sciences of University of Campinas (UNICAMP), Campinas 13083-878, SP, Brazil
- Division of Clinical Gastroenterology and Hepatology, Department of Gastroenterology, University of São Paulo School of Medicine (FMUSP), Sao Paulo 05403-900, SP, Brazil
- Correspondence:
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11
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Wu S, Zeng N, Sun F, Zhou J, Wu X, Sun Y, Wang B, Zhan S, Kong Y, Jia J, You H, Yang HI. Hepatocellular Carcinoma Prediction Models in Chronic Hepatitis B: A Systematic Review of 14 Models and External Validation. Clin Gastroenterol Hepatol 2021; 19:2499-2513. [PMID: 33667678 DOI: 10.1016/j.cgh.2021.02.040] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 02/25/2021] [Accepted: 02/26/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS The aim of our study was to characterize the performance of hepatocellular carcinoma (HCC) prediction models in chronic hepatitis B (CHB) patients through meta-analysis followed by external validation. METHODS We performed a systematic review and meta-analysis of current literature, followed by external validation in independent multi-center cohort with 986 patients with CHB undergoing entecavir treatment (median follow-up: 4.7 years). Model performance to predict HCC within 3, 5, 7, and 10 years was assessed using area under receiver operating characteristic curve (AUROC) and calibration index. Subgroup analysis were conducted by treatment status, cirrhotic, race and baseline alanine aminotransferase. RESULTS We identified 14 models with 123,885 patients (5,452 HCC cases), with REACH-B, CU-HCC, GAG-HCC, PAGE-B and mPAGE-B models being broadly externally validated. Discrimination was generally acceptable for all models, with pooled AUC ranging from 0.70 (95% CI, 0.63-0.76 for REACH-B) to 0.83 (95% CI, 0.78-0.87 for REAL-B) for 3-year, 0.68 (95% CI, 0.64-0.73 for REACH-B) to 0.81 (95% CI, 0.77-0.85 for REAL-B) for 5-year and 0.70 (95% CI, 0.58-0.80 for PAGE-B) to 0.81 (95% CI, 0.78-0.84 for REAL-B and 0.77-0.86 for AASL-HCC) for 10-year prediction. However, calibration performance was poorly reported in most studies. In external validation cohort, REAL-B showed highest discrimination with 0.76 (95% CI, 0.69-0.83) and 0.75 (95% CI, 0.70-0.81) for 3 and 5-year prediction. The REAL-B model was also well calibrated in the external validation cohort (3-year Brier score 0.066). Results were consistent in subgroup analyses. CONCLUSIONS In a systematic review of available HCC models, the REAL-B model exhibited best discrimination and calibration.
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Affiliation(s)
- Shanshan Wu
- National Clinical Research Center of Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Na Zeng
- National Clinical Research Center of Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, Mainland China
| | - Jialing Zhou
- Liver Research Center, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Xiaoning Wu
- Liver Research Center, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Yameng Sun
- Liver Research Center, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Bingqiong Wang
- Liver Research Center, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Siyan Zhan
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, Mainland China
| | - Yuanyuan Kong
- National Clinical Research Center of Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Jidong Jia
- National Clinical Research Center of Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China; Liver Research Center, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China
| | - Hong You
- National Clinical Research Center of Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China; Liver Research Center, Beijing Key Laboratory of Translational Medicine in Liver Cirrhosis, Beijing Friendship Hospital, Capital Medical University, Beijing, Mainland China.
| | - Hwai-I Yang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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12
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Lou T, Li B, Xiong P, Jin C, Chen Y. External validation of hepatocellular carcinoma risk scores in patients with chronic hepatitis B virus infection in China. J Viral Hepat 2021; 28:1373-1380. [PMID: 34218498 DOI: 10.1111/jvh.13569] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/18/2021] [Accepted: 06/19/2021] [Indexed: 02/06/2023]
Abstract
Several scores have been proposed in untreated or treated patients with chronic hepatitis B (CHB) to predict risks of hepatocellular carcinoma (HCC) occurrence. However, it is still unclear which score suits all chronic hepatitis B virus (HBV)-infected patients well, regardless of whether they are chronic carriers or CHB patients. In this study, we validated and compared the predictability of CU-HCC, REACH-B, PAGE-B and mPAGE-B in patients with chronic HBV infection in China. 1,786 patients with no history of HCC were recruited, with 978 carriers and 808 CHB patients on antiviral therapy. Patients were classified into low- and high-risk groups according to the predefined cut-off values of 5, 8, 10 and 9 for CU-HCC, REACH-B, PAGE-B and mPAGE-B. The median follow-up period was 43.7months, during which 18 (1.0%) patients developed HCC. The areas under the receiver operating characteristic curves (AUROCs) of CU-HCC, REACH-B, PAGE-B and mPAGE-B scores to predict HCC risk at 36 months were 0.815, 0.703, 0.794 and 0.825, respectively (all p < 0.05). No significant difference among AUROCs of these scores was observed except those of mPAGE-B and REACH-B at 36 months. The cumulative incidence of HCC in low- and high- risk groups based on CU-HCC, REACH-B, PAGE-B and mPAGE-B were 0.4% vs. 3.2%, 0.7% vs. 1.5%, 0.2% vs. 1.3%, and 0.2% vs. 1.7% at 36 months, respectively (all p < 0.05, except PAGE-B, log-rant test). Both CU-HCC and mPAGE-B scores accurately predict HCC risk in Chinese chronic HBV-infected patients. Patients with CU-HCC <5 or mPAGE-B <9 could be exempt from HCC surveillance within 36 months.
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Affiliation(s)
- Tao Lou
- Department of Infectious Diseases, The Fourth Affiliated Hospital Zhejiang University School of Medicine, Yiwu, Zhejiang Province, China
| | - Bin Li
- Department of Infectious Diseases, The Fourth Affiliated Hospital Zhejiang University School of Medicine, Yiwu, Zhejiang Province, China
| | - Pian Xiong
- Department of Infectious Diseases, The Fourth Affiliated Hospital Zhejiang University School of Medicine, Yiwu, Zhejiang Province, China
| | - Caiting Jin
- Department of Infectious Diseases, The Fourth Affiliated Hospital Zhejiang University School of Medicine, Yiwu, Zhejiang Province, China
| | - Yagang Chen
- Department of Infectious Diseases, The Fourth Affiliated Hospital Zhejiang University School of Medicine, Yiwu, Zhejiang Province, China
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13
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Kirino S, Tamaki N, Kurosaki M, Izumi N. Reply to Wang et al. J Viral Hepat 2021; 28:1335-1336. [PMID: 34056812 DOI: 10.1111/jvh.13556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 05/10/2021] [Indexed: 12/09/2022]
Affiliation(s)
- Sakura Kirino
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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14
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Hsu YC, Tseng CH, Huang YT, Yang HI. Application of Risk Scores for Hepatocellular Carcinoma in Patients with Chronic Hepatitis B: Current Status and Future Perspective. Semin Liver Dis 2021; 41:285-297. [PMID: 34161993 DOI: 10.1055/s-0041-1730924] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Accurate risk prediction for hepatocellular carcinoma (HCC) among patients with chronic hepatitis B (CHB) may guide treatment strategies including initiation of antiviral therapy and also inform implementation of HCC surveillance. There have been 26 risk scores developed to predict HCC in CHB patients with (n = 14) or without (n = 12) receiving antiviral treatment; all of them invariably include age in the scoring formula. Virological biomarkers of replicative activities (i.e., hepatitis B virus DNA level or hepatitis B envelope antigen status) are frequently included in the scores derived from patients with untreated CHB, whereas measurements that gauge severity of liver fibrosis and/or reserve of hepatic function (i.e., cirrhosis diagnosis, liver stiffness measurement, platelet count, or albumin) are essential components in the scores developed from treated patients. External validation is a prerequisite for clinical application but not yet performed for all scores. For the future, higher predictive accuracy may be achieved with machine learning based on more comprehensive data.
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Affiliation(s)
- Yao-Chun Hsu
- Center for Liver Diseases, E-Da Hospital, Kaohsiung, Taiwan.,School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Department of Medicine, Fu-Jen Catholic University Hospital, New Taipei, Taiwan.,Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan
| | - Cheng-Hao Tseng
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan.,Division of Gastroenterology and Hepatology, E-Da Cancer Hospital, Kaohsiung, Taiwan
| | - Yen-Tsung Huang
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Hwai-I Yang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan.,Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Biomedical Translation Research Center, Academia Sinica, Taipei, Taiwan
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15
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Sachar Y, Brahmania M, Dhanasekaran R, Congly SE. Screening for Hepatocellular Carcinoma in Patients with Hepatitis B. Viruses 2021; 13:1318. [PMID: 34372524 PMCID: PMC8310362 DOI: 10.3390/v13071318] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/05/2021] [Accepted: 07/05/2021] [Indexed: 12/18/2022] Open
Abstract
Chronic hepatitis B (CHB) infection is a significant risk factor for developing hepatocellular carcinoma (HCC). As HCC is associated with significant morbidity and mortality, screening patients with CHB at a high risk for HCC is recommended in an attempt to improve these outcomes. However, the screening recommendations on who to screen and how often are not uniform. Identifying patients at the highest risk of HCC would allow for the best use of health resources. In this review, we evaluate the literature on screening patients with CHB for HCC, strategies for optimizing adherence to screening, and potential risk stratification tools to identify patients with CHB at a high risk of developing HCC.
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Affiliation(s)
- Yashasavi Sachar
- London Health Sciences Center, Department of Medicine, Division of Gastroenterology, Western University, London, ON N6A 5A5, Canada; (Y.S.); (M.B.)
| | - Mayur Brahmania
- London Health Sciences Center, Department of Medicine, Division of Gastroenterology, Western University, London, ON N6A 5A5, Canada; (Y.S.); (M.B.)
- Centre for Quality, Innovation and Safety, Schulich School of Medicine & Dentistry, Western University, London, ON N6A 5W9, Canada
| | - Renumathy Dhanasekaran
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA 94305, USA;
| | - Stephen E. Congly
- Department of Medicine, Division of Gastroenterology and Hepatology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4Z6, Canada
- O’Brien Institute of Public Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
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16
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Guo J, Gao XS. Prediction models for development of hepatocellular carcinoma in chronic hepatitis B patients. World J Clin Cases 2021; 9:3238-3251. [PMID: 34002133 PMCID: PMC8107908 DOI: 10.12998/wjcc.v9.i14.3238] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/11/2021] [Accepted: 03/17/2021] [Indexed: 02/06/2023] Open
Abstract
Chronic hepatitis B (CHB)-related hepatocellular carcinoma (HCC) is a major health problem in Asian-Pacific regions. Antiviral therapy reduces, but does not completely prevent, HCC development. Thus, there is a need for accurate risk prediction to assist prognostication and decisions on the need for antiviral therapy and HCC surveillance. A few risk scores have been developed to predict the occurrence of HCC in CHB patients. Initially, the scores were derived from untreated CHB patients. With the development and extensive clinical application of nucleos(t)ide analog(s) (NA), the number of risk scores based on treated CHB patients has increased gradually. The components included in risk scores may be categorized into host factors and hepatitis B virus factors. Hepatitis activities, hepatitis B virus factors, and even liver fibrosis or cirrhosis are relatively controlled by antiviral therapy. Therefore, variables that are more dynamic during antiviral therapy have since been included in risk scores. However, host factors are more difficult to modify. Most existing scores derived from Asian populations have been confirmed to be accurate in predicting HCC development in CHB patients from Asia, while these scores have not offered excellent predictability in Caucasian patients. These findings support that more relevant variables should be considered to provide individualized predictions that are easily applied to CHB patients of different ethnicities. CHB patients should receive different intensities of HCC surveillance according to their risk category.
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Affiliation(s)
- Jiang Guo
- Department of Interventional Oncology, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
| | - Xue-Song Gao
- Department of General Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
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17
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Kirino S, Tamaki N, Kurosaki M, Inada K, Yamashita K, Sekiguchi S, Hayakawa Y, Osawa L, Higuchi M, Takaura K, Maeyashiki C, Kaneko S, Yasui Y, Tsuchiya K, Nakanishi H, Itakura J, Takahashi Y, Izumi N. Dynamic evaluation of hepatocellular carcinoma prediction models in patients with chronic hepatitis B receiving nucleotide/nucleoside analogue treatment. J Viral Hepat 2021; 28:787-794. [PMID: 33484033 DOI: 10.1111/jvh.13473] [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: 05/25/2020] [Revised: 11/20/2020] [Accepted: 01/11/2021] [Indexed: 12/23/2022]
Abstract
Carcinogenesis risk scores for chronic hepatitis B have been proposed, but it remains unclear whether these scores during nucleoside/nucleotide analogue (NA) therapy are useful for risk assessment. In this study, we examined changes of these scores and the predictability during NA treatment. 432 patients with no history of hepatocellular carcinoma (HCC) treated with NA were enrolled. PAGE-B, modified PAGE-B (mPAGE-B), and REACH-B scores were calculated at NA administration, 1 and 2 years after administration. The median follow-up duration was 5.1 years, during which 37 patients (8.6%) developed HCC. Cumulative incidence HCC development in patients with high risk of PAGE at NA administration, and 1 and 2 years after NA administration was significantly higher than those with intermediate and low-risk groups (p < .05 for all time points), whereas HCC incidence in patients with high risk of mPAGE-B and REACH-B at 2 years after NA administration were equivalent to those with intermediate and low-risk groups (p = .2 for mPAGE-B, and p = .1 for REACH-B). The area under the receiver operating characteristic (AUROC) for HCC development of PAGE-B at NA administration, and 1 and 2 years after administration were 0.773, 0.803 and 0.737, respectively. The AUROCs of PAGE-B at each point were continuously higher than those of REACH-B (0.646, 0.725, and 0.653, respectively) and mPAGE-B (0.754, 0.734, and 0.678, respectively).PAGE-B score has a high diagnostic accuracy for HCC development at any time point during NA treatment, indicating its potential use as a real-time monitor of HCC development.
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Affiliation(s)
- Sakura Kirino
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kento Inada
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Koji Yamashita
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Shuhei Sekiguchi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Yuka Hayakawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Leona Osawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Mayu Higuchi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kenta Takaura
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Chiaki Maeyashiki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Shun Kaneko
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Yutaka Yasui
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kaoru Tsuchiya
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Hiroyuki Nakanishi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Jun Itakura
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Yuka Takahashi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
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Güzelbulut F, Gökçen P, Can G, Adalı G, Değirmenci Saltürk AG, Bahadır Ö, Özdil K, Doğanay HL. Validation of the HCC-RESCUE score to predict hepatocellular carcinoma risk in Caucasian chronic hepatitis B patients under entecavir or tenofovir therapy. J Viral Hepat 2021; 28:826-836. [PMID: 33586270 DOI: 10.1111/jvh.13485] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 01/12/2021] [Accepted: 01/29/2021] [Indexed: 02/06/2023]
Abstract
The HCC-RESCUE score was developed to predict hepatocellular carcinoma (HCC) risk in Korean chronic hepatitis B (CHB) patients under entecavir therapy. We aimed to validate the HCC-RESCUE score to predict HCC risk in Caucasian CHB patients under entecavir or tenofovir therapy and to compare the predictive performance of the HCC-RESCUE score with those of the CAMD, PAGE-B and modified PAGE-B (mPAGE-B) scores. The study included 647 nucleos(t)ide analogue-naive noncirrhotic and compensated/decompensated cirrhotic patients who had received entecavir or tenofovir for ≥6 months and did not develop HCC during the first 6 months of therapy. Patients with HCC-RESCUE scores ≤64, 65-84 and ≥85 points were classified into low-, intermediate- and high-risk groups, respectively. The AUROCs of the HCC-RESCUE, CAMD, PAGE-B and mPAGE-B scores to predict HCC risk at 5 years were 0.875, 0.870, 0.866 and 0.880, and those at 10 years were 0.862, 0.845, 0.841 and 0.862, respectively (both p > .05). Cumulative HCC incidences at 5 years were 0.0%, 10.5% and 15.8%, and those at 10 years were 1.4%, 15.5% and 24.9%, respectively, in the low-, intermediate- and high-risk groups based on the HCC-RESCUE score (both log rank p < .001). In the entecavir versus tenofovir cohorts, the AUROCs of the HCC-RESCUE score to predict HCC risk at 5 and 10 years were 0.831 versus 0.898 and 0.803 versus 0.910, respectively (both p > .05). The HCC-RESCUE score accurately predicted HCC risk in Caucasian CHB patients under entecavir or tenofovir therapy. A substantial proportion of patients can be dropped from HCC surveillance by using the HCC-RESCUE score.
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Affiliation(s)
- Fatih Güzelbulut
- Department of Gastroenterology, Haydarpaşa Numune Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - Pınar Gökçen
- Department of Gastroenterology, Ümraniye Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - Güray Can
- Faculty of Medicine, Department of Gastroenterology, Abant Izzet Baysal University, Bolu, Turkey
| | - Gupse Adalı
- Department of Gastroenterology, Ümraniye Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - Ayça Gökçen Değirmenci Saltürk
- Department of Gastroenterology, Haydarpaşa Numune Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - Özgür Bahadır
- Department of Gastroenterology, Haydarpaşa Numune Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - Kamil Özdil
- Department of Gastroenterology, Ümraniye Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
| | - Hamdi Levent Doğanay
- Department of Gastroenterology, Ümraniye Training and Research Hospital, University of Health Sciences Turkey, Istanbul, Turkey
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Sinharay R, Grant AJ, Rivett L, Blackwell R, Mells G, Gelson W. Assessing efficacy of hepatocellular carcinoma prediction scores to prioritise hepatitis B surveillance in the COVID-19 era. GASTROHEP 2021; 3:80-87. [PMID: 33821150 PMCID: PMC8014760 DOI: 10.1002/ygh2.443] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 01/25/2021] [Indexed: 02/07/2023]
Abstract
OBJECTIVE An estimated 250 million people worldwide are chronically infected with hepatitis B virus (HBV), the leading cause of hepatocellular carcinoma (HCC) globally. The novel Sars-cov2 virus continues to spread at an alarming rate, and with guidance at the onset of the pandemic recommending the deferral of HCC surveillance, the implications on liver cancer care are now emerging and highlight the urgent need for reorganisation of services. METHODS We analysed how five HCC risk prediction scores could aid stratification of patients with chronic HBV. We calculated scores using parameters measured from 3 years prior (where available, n = 17) and at the time of HCC diagnosis in all adult patients with chronic HBV diagnosed with HCC (n = 46), and controls (n = 100). We compared the number of patients requiring cancer surveillance according to each score and regional surveillance guidance. RESULTS The aMAP score had the highest discriminatory performance in HCC risk prediction at 3 years (area under receiver-operating characteristic curve (auROC) of 0.824), followed by the mREACH B score (auROC of 0.719), and mPAGE B score (auROC of 0.742). However, only the mREACH B score had a negative predictive value (NPV) >99%. Applying the mREACH B score to our HBV cohort identified 11 patients requiring HCC surveillance, compared with 62 under current guidelines. CONCLUSION The use of HCC risk prediction scores could streamline the surveillance of patients with chronic HBV at a time of extremely limited resources. Overall, the mREACH B score had both a strong discriminatory performance and a high NPV, thus safely identifying low risk patients not requiring surveillance.
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Affiliation(s)
- Ricky Sinharay
- Department of PathologyUniversity of CambridgeCambridgeUK
- Cambridge Liver UnitCambridge University Hospitals NHS Foundation TrustCambridgeUK
| | | | - Lucy Rivett
- Department of Infectious DiseasesCambridge University NHS Hospitals Foundation TrustCambridgeUK
- Clinical Microbiology and Public Health LaboratoryPublic Health EnglandCambridgeUK
| | - Rebecca Blackwell
- Cambridge Liver UnitCambridge University Hospitals NHS Foundation TrustCambridgeUK
| | - George Mells
- Cambridge Liver UnitCambridge University Hospitals NHS Foundation TrustCambridgeUK
| | - William Gelson
- Cambridge Liver UnitCambridge University Hospitals NHS Foundation TrustCambridgeUK
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20
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Yip TCF, Liang LY, Wong GLH. Assessment of HCC Risk in Patients with Chronic HBV (REACH, PAGE-B, and Beyond). CURRENT HEPATOLOGY REPORTS 2020; 19:285-292. [DOI: 10.1007/s11901-020-00526-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
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