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Man ZR, Gong XK, Qu KL, Pang Q, Wu BQ. Albumin-bilirubin grade as a predictor of survival in hepatocellular carcinoma patients with thrombocytopenia. World J Gastrointest Oncol 2024; 16:1763-1772. [PMID: 38764822 PMCID: PMC11099442 DOI: 10.4251/wjgo.v16.i5.1763] [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: 12/28/2023] [Revised: 02/02/2024] [Accepted: 03/25/2024] [Indexed: 05/09/2024] Open
Abstract
BACKGROUND The models for assessing liver function, mainly the Child-Pugh (CP), albuminbilirubin (ALBI), and platelet-ALBI (PALBI) classifications, have been validated for use in estimating the prognosis of hepatocellular carcinoma (HCC) patients. However, thrombocytopenia is a common finding and may influence the prognostic value of the three models in HCC. AIM To investigate and compare the prognostic performance of the above three models in thrombocytopenic HCC patients. METHODS A total of 135 patients with thrombocytopenic HCC who underwent radical surgery were retrospectively analyzed. Preoperative scores on the CP, ALBI and PALBI classifications were estimated accordingly. Kaplan-Meier curves with log-rank tests and Cox regression models were used to explore the significant factors associated with overall survival (OS) and recurrence-free survival (RFS). RESULTS The preoperative platelet counts were significantly different among the CP, ALBI and PALBI groups. After a median follow-up of 28 mo, 39.3% (53/135) of the patients experienced postoperative recurrence, and 36.3% (49/135) died. Univariate analysis suggested that α-fetoprotein levels, tumor size, vascular invasion, and ALBI grade were significant predictors of OS and RFS. According to the multivariate Cox regression model, ALBI was identified as an independent prognostic factor. However, CP and PALBI grades were not statistically significant prognostic indicators. CONCLUSION The ALBI grade, rather than CP or PALBI grade, is a significant prognostic indicator for thrombocytopenic HCC patients.
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Affiliation(s)
- Zhong-Ran Man
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
| | - Xuan-Kun Gong
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
| | - Kang-Lin Qu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
| | - Qing Pang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
- Department of Hepatobiliary Surgery, Anhui No. 2 Provincial People’s Hospital, Hefei 230041, Anhui Province, China
| | - Bin-Quan Wu
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Bengbu Medical College, Bengbu 233000, Anhui Province, China
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Li L, Li X, Li W, Ding X, Zhang Y, Chen J, Li W. Prognostic models for outcome prediction in patients with advanced hepatocellular carcinoma treated by systemic therapy: a systematic review and critical appraisal. BMC Cancer 2022; 22:750. [PMID: 35810271 PMCID: PMC9270753 DOI: 10.1186/s12885-022-09841-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 06/29/2022] [Indexed: 11/22/2022] Open
Abstract
Objective To describe and analyze the predictive models of the prognosis of patients with hepatocellular carcinoma (HCC) undergoing systemic treatment. Design Systematic review. Data sources PubMed and Embase until December 2020 and manually searched references from eligible articles. Eligibility criteria for study selection The development, validation, or updating of prognostic models of patients with HCC after systemic treatment. Results The systematic search yielded 42 eligible articles: 28 articles described the development of 28 prognostic models of patients with HCC treated with systemic therapy, and 14 articles described the external validation of 32 existing prognostic models of patients with HCC undergoing systemic treatment. Among the 28 prognostic models, six were developed based on genes, of which five were expressed in full equations; the other 22 prognostic models were developed based on common clinical factors. Of the 28 prognostic models, 11 were validated both internally and externally, nine were validated only internally, two were validated only externally, and the remaining six models did not undergo any type of validation. Among the 28 prognostic models, the most common systemic treatment was sorafenib (n = 19); the most prevalent endpoint was overall survival (n = 28); and the most commonly used predictors were alpha-fetoprotein (n = 15), bilirubin (n = 8), albumin (n = 8), Child–Pugh score (n = 8), extrahepatic metastasis (n = 7), and tumor size (n = 7). Further, among 32 externally validated prognostic models, 12 were externally validated > 3 times. Conclusions This study describes and analyzes the prognostic models developed and validated for patients with HCC who have undergone systemic treatment. The results show that there are some methodological flaws in the model development process, and that external validation is rarely performed. Future research should focus on validating and updating existing models, and evaluating the effects of these models in clinical practice. Systematic review registration PROSPERO CRD42020200187. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09841-5.
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Affiliation(s)
- Li Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Xiaomi Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Wendong Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Xiaoyan Ding
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Yongchao Zhang
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China
| | - Jinglong Chen
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China.
| | - Wei Li
- Department of Cancer Center, Beijing Ditan Hospital, Capital Medical University, 100015, Beijing, China.
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Xu MH, Xu B, Zhou CH, Xue Z, Chen ZS, Xu WX, Huang C, Zhu XD, Zhou J, Fan J, Sun HC, Shen YH. An mALBI-Child-Pugh-based nomogram for predicting post-hepatectomy liver failure grade B-C in patients with huge hepatocellular carcinoma: a multi-institutional study. World J Surg Oncol 2022; 20:206. [PMID: 35710377 PMCID: PMC9202189 DOI: 10.1186/s12957-022-02672-5] [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: 04/10/2022] [Accepted: 06/05/2022] [Indexed: 11/10/2022] Open
Abstract
Objective Post-hepatectomy liver failure (PHLF) is a severe complication in patients with hepatocellular carcinoma (HCC) who underwent hepatectomy. This study aims to develop a nomogram of PHLF grade B–C in patients with huge HCC (diameter ≥ 10 cm). Methods We retrospectively collected clinical information of 514 and 97 patients who underwent hepatectomy for huge HCC at two medical centers between 2016 and 2021. Univariate and multivariate analysis were carried out to screen the independent risk factors of PHLF grade B–C, which were visualized as a nomogram. Results Three Hundred Forty Three Thousand One Hundred Seventy One and 97 HCC patients were included in the training cohort, internal validation cohort, and external validation cohort, with probabilities of PHLF grade B–C of 15.1%, 12.9%, and 22.7%, respectively. Pre-operative modified albumin-bilirubin (mALBI) grade (p < 0.001), Child–Pugh classification (p = 0.044), international normalized ratio (INR) (p = 0.005), cirrhosis (p = 0.019), and intraoperative blood loss (p = 0.004) were found to be independently associated with PHLF grade B–C in the training cohort. All the five independent factors were considered in the establishment of the nomogram model. In the internal validation cohort and external validation cohort, the area under receiver operating characteristic curve for the nomogram in PHLF grade B–C prediction reached 0.823 and 0.740, respectively. Divided into different risk groups according to the optimal cut-off value, patients in the high-risk group reported significantly higher frequency of PHLF grade B–C than those in the low-risk group, both in the training cohort and the validation cohort (p < 0.001). Conclusions The proposed noninvasive nomogram based on mALBI-Child–Pugh and three other indicators achieved optimal prediction performance of PHLF grade B–C in patients with huge HCC. Supplementary Information The online version contains supplementary material available at 10.1186/s12957-022-02672-5.
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Affiliation(s)
- Ming-Hao Xu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Bin Xu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Chen-Hao Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Zhong Xue
- Department of Hepatobiliary Pancreatic Surgery, Fujian Medical University Cancer Hospital, Fuzhou, 350014, China
| | - Zhao-Shuo Chen
- Department of Hepatobiliary Pancreatic Surgery, Fujian Medical University Cancer Hospital, Fuzhou, 350014, China
| | - Wen-Xin Xu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Cheng Huang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Xiao-Dong Zhu
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Hui-Chuan Sun
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China
| | - Ying-Hao Shen
- Department of Liver Surgery and Transplantation, Liver Cancer Institute and Zhongshan Hospital, Fudan University, 180 Fenglin Road, Shanghai, 200032, China.
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Ji K, Zhu H, Wu W, Li X, Zhan P, Shi Y, Sun J, Li Z. Tumor Response and Nomogram-Based Prognostic Stratification for Hepatocellular Carcinoma After Drug-Eluting Beads Transarterial Chemoembolization. J Hepatocell Carcinoma 2022; 9:537-551. [PMID: 35698645 PMCID: PMC9188409 DOI: 10.2147/jhc.s360421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/25/2022] [Indexed: 12/21/2022] Open
Abstract
Purpose To explore the tumor response and propose a nomogram-based prognostic stratification for hepatocellular carcinoma (HCC) after drug-eluting beads transarterial chemoembolization (DEB-TACE). Patients and Methods From the database of two centers, patients who received DEB-TACE as an initial treatment were enrolled and divided into the training and validation sets. The tumor response after DEB-TACE was estimated according to the Modified Response Evaluation Criteria in Solid Tumors. Using the independent survival predictors in the training set, a nomogram was constructed and validated internally and externally by measuring concordance index (C-index) and calibration. A prognostic stratification based on the nomogram was established. Results A total of 335 patients met the inclusion criteria for the study. Alkaline phosphatase level, tumor maximum diameter, tumor capsule and portal vein invasion were interrelated with the achievement of complete release after DEB-TACE. Alpha-fetoprotein level, Child-Pugh class, tumor maximum diameter, tumor number, tumor extent and portal vein invasion were integrated into the nomogram. The nomogram demonstrated good calibration and discrimination, with C-indexes of 0.735 and 0.854 and higher area under the curve (AUC) than BCLC and CNLC staging systems in the internal and external validation sets. The prognostic stratification classified patients into three different risk groups, which had significant differences in survival, complete release and objective response rate between any two groups (P < 0.05). Conclusion The nomogram-based prognostic stratification has a good distinction and may help to identify the patients benefiting from DEB-TACE.
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Affiliation(s)
- Kun Ji
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
| | - Hanlong Zhu
- Department of Gastroenterology and Hepatology, Jinling Hospital, Medical School of Nanjing University, Nanjing, 210002, People’s Republic of China
| | - Wei Wu
- Department of Medical Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
| | - Xin Li
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Pengchao Zhan
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Yang Shi
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Junhui Sun
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
- Junhui Sun, Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou, 310000, People’s Republic of China, Tel +86-13575725162, Email
| | - Zhen Li
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
- Correspondence: Zhen Li, Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, No. 1 East Jian She Road, Zhengzhou, 450052, People’s Republic of China, Tel +86-15837192255, Email
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Young LB, Tabrizian P, Sung J, Biederman D, Bishay VL, Ranade M, Patel RS, Nowakowski FS, Fischman AM, Lookstein RA, Kim E. Survival Analysis Using ALBI Grade for Patients Treated with DEE-TACE for Hepatocellular Carcinoma. J Vasc Interv Radiol 2022; 33:510-517.e1. [PMID: 35150838 DOI: 10.1016/j.jvir.2022.02.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 01/09/2022] [Accepted: 02/02/2022] [Indexed: 11/17/2022] Open
Abstract
PURPOSE The albumin-bilirubin (ALBI) grade has been established as an improved predictor of survival in patients with hepatocellular carcinoma (HCC) treated with conventional transarterial chemoembolization (TACE) and yttrium-90 radioembolization. We investigate the viability of ALBI grade in prognosticating HCC patients treated with drug-eluting embolic (DEE)-TACE. MATERIALS AND METHODS An IRB-approved, single-center retrospective review was performed to compare the efficacy of ALBI grade and Child-Pugh (CP) classification in predicting survival of HCC patients receiving DEE-TACE. 303 patients with HCC were identified who had received DEE-TACE without concomitant locoregional therapy within 30 days. Survival analysis was performed using Kaplan-Meier (KM) methods and censored for curative therapy. Survival curves were stratified based on ALBI grade, CP class, Barcelona Clinic Liver Cancer (BCLC) stage, Eastern Cooperative Oncology Group (ECOG) performance status and presence of ascites. Discriminatory ability of survival curves was calculated by C-Index. RESULTS Kaplan-Meier survival curves stratified by ALBI grade produced distinct, non-overlapping curves (p < 0.001), showing greater discriminatory ability compared to CP class (C index = 0.568, 0.545, respectively). Substratification of BCLC by ALBI grade yielded greater discriminatory ability compared to substratification by CP class (C index = 0.573, 0.565, respectively). For BCLC B patients, substratification by ALBI grade yielded distinct curves while substratification by CP class did not (p = 0.011, 0.379, respectively). CONCLUSION ALBI grade shows improved discriminatory ability versus CP class in differentiating overall survival among patients with HCC receiving DEE-TACE. Furthermore, ALBI grade was efficacious in substratifying survival among CP A patients, and substratified BCLC B patients whereas CP class did not.
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Ho SY, Liu PH, Hsu CY, Ko CC, Huang YH, Su CW, Lee RC, Tsai PH, Hou MC, Huo TI. Tumor burden score as a new prognostic marker for patients with hepatocellular carcinoma undergoing transarterial chemoembolization. J Gastroenterol Hepatol 2021; 36:3196-3203. [PMID: 34159651 DOI: 10.1111/jgh.15593] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 05/26/2021] [Accepted: 06/20/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND AND AIM Size and number are major determinants of tumor burden in hepatocellular carcinoma (HCC). Patients with HCC undergoing transarterial chemoembolization (TACE) have variable outcomes due to heterogeneity of tumor burden. Recently, tumor burden score (TBS) was proposed to evaluate the extent of tumor involvement. However, the prognostic accuracy of TBS has not been well evaluated in HCC. This study aimed to assess its prognostic role in HCC patients undergoing TACE. METHODS A total of 935 treatment-naïve HCC patients receiving TACE were retrospectively analyzed. Multivariate Cox proportional hazards model was used to determine independent prognostic predictors. RESULTS Tumor burden score tended to increase with increasing size and number of tumors in study patients. The Cox model showed that serum creatinine ≥ 1.2 mg/dL (hazard ratio [HR]: 1.296, 95% confidence interval [CI]: 1.077-1.559, P = 0.006), serum α-fetoprotein ≥ 400 ng/dL (HR: 2.245, 95% CI: 1.905-2.645, P < 0.001), vascular invasion (HR: 1.870, 95% CI: 1.520-2.301, P < 0.001), medium TBS (HR: 1.489, 95% CI: 1.206-1.839, P < 0.001) and high TBS (HR: 2.563, 95% CI: 1.823-3.602, P < 0.001), albumin-bilirubin (ALBI) grade 2-3 (HR: 1.521, 95% CI: 1.291-1.792, P < 0.001), and performance status 1 (HR: 1.362, 95% CI: 1.127-1.647, P < 0.001) and status 2 (HR: 1.553, 95% CI: 1.237-1.948, P < 0.001) were associated with increased mortality. Patients with high TBS had poor overall survival in Barcelona Clinic Liver Cancer stage B/C and different ALBI grades. CONCLUSIONS Tumor burden score is a feasible new prognostic surrogate marker of tumor burden in HCC and can well discriminate survival in patients undergoing TACE across different baseline characteristics.
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Affiliation(s)
- Shu-Yein Ho
- Division of Gastroenterology and Hepatology, Min-Sheng General Hospital, Taoyuan City, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Po-Hong Liu
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Chia-Yang Hsu
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Chih-Chieh Ko
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yi-Hsiang Huang
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chien-Wei Su
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Rheun-Chuan Lee
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Radiology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ping-Hsing Tsai
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ming-Chih Hou
- Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Teh-Ia Huo
- Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Institute of Pharmacology, National Yang Ming Chiao Tung University, Taipei, Taiwan
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Hatanaka T, Naganuma A, Shibasaki M, Kohga T, Arai Y, Nagashima T, Ueno T, Namikawa M, Saito S, Hoshino T, Takizawa D, Arai H, Makita F, Kakizaki S, Harimoto N, Shirabe K, Uraoka T. The Role of the Albumin-Bilirubin Score for Predicting the Outcomes in Japanese Patients with Advanced Hepatocellular Carcinoma Treated with Ramucirumab: A Real-World Study. Oncology 2020; 99:203-214. [PMID: 33279908 DOI: 10.1159/000511734] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 09/21/2020] [Indexed: 01/27/2023]
Abstract
AIM The aim of this retrospective study was to investigate the efficacy and safety of ramucirumab treatment under real-world conditions and to clarify the role of albumin-bilirubin (ALBI) score in predicting outcomes. METHODS Between June 2019 and May 2020, a total of 16 patients with advanced hepatocellular carcinoma (HCC) treated with ramucirumab in Gunma Saiseikai Maebashi Hospital and its affiliated hospitals was included. RESULTS The median age was 71 (interquartile range [IQR] 65-74) years old, and 12 patients (75.0%) were male. The modified ALBI (mALBI) grade was 1, 2a, and 2b at baseline in 4 (25.0%), 3 (18.8%), and 9 patients (56.3%), respectively. The Barcelona Clinic Liver Cancer stage was intermediate and advanced stage in 1 (6.3%) and 15 patients (93.8%), respectively. The serum α-fetoprotein at baseline was 4,911 (IQR 2,091-17,377) ng/mL. The disease control rate in patients with mALBI grade1 + 2a was significantly higher than in those with mALBI grade 2b (100 vs. 28.6%, p = 0.028). The patients with mALBI grade 1 + 2a had a significantly better overall survival (OS) and longer progression-free survival (PFS) than those with mALBI grade 2b (median OS 6.7 vs. 3.0 months; p = 0.036, median PFS 7.5 vs. 1.4 months; p = 0.002). The number of cycles of ramucirumab treatment was significantly correlated with the ALBI score (r = -0.452, p = 0.030). The patients with mALBI grade 1 + 2a showed a low incidence of adverse events (AEs) and discontinuation due to AEs. CONCLUSIONS Advanced HCC patients with mALBI grade 1 + 2a may be a good indication for ramucirumab treatment.
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Affiliation(s)
- Takeshi Hatanaka
- Department of Gastroenterology, Gunma Saiseikai Maebashi Hospital, Maebashi, Japan,
| | - Atsushi Naganuma
- Department of Gastroenterology, National Hospital Organization Takasaki General Medical Center, Takasaki, Japan
| | | | - Tatsuya Kohga
- Department of Internal Medicine, Isesaki Municipal Hospital, Isesaki, Japan
| | - Yosuke Arai
- Department of Internal Medicine, Kiryu Kosei General Hospital, Kiryu, Japan
| | - Tamon Nagashima
- Department of Gastroenterology, National Hospital Organization Shibukawa Medical Center, Shibukawa, Japan
| | - Takashi Ueno
- Department of Internal Medicine, Isesaki Municipal Hospital, Isesaki, Japan
| | - Masashi Namikawa
- Department of Internal Medicine, Kiryu Kosei General Hospital, Kiryu, Japan
| | - Shuichi Saito
- Department of Gastroenterology, Tomioka General Hospital, Tomioka, Japan
| | - Takashi Hoshino
- Department of Gastroenterology, National Hospital Organization Takasaki General Medical Center, Takasaki, Japan
| | - Daichi Takizawa
- Department of Gastroenterology, Maebashi Red Cross Hospital, Maebashi, Japan
| | - Hirotaka Arai
- Department of Gastroenterology, Maebashi Red Cross Hospital, Maebashi, Japan
| | - Fujio Makita
- Department of Gastrointestinal Surgery, National Hospital Organization Shibukawa Medical Center, Shibukawa, Japan
| | - Satoru Kakizaki
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Maebashi, Japan
- Department of Clinical Research, National Hospital Organization Takasaki General Medical Center, Takasaki, Japan
| | - Norifumi Harimoto
- Department of Hepatobiliary and Pancreatic Surgery, Gunma University Graduate School of Medicine, Maebashi, Japan
| | - Ken Shirabe
- Department of Hepatobiliary and Pancreatic Surgery, Gunma University Graduate School of Medicine, Maebashi, Japan
| | - Toshio Uraoka
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Maebashi, Japan
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Bannaga A, Arasaradnam RP. Neutrophil to lymphocyte ratio and albumin bilirubin grade in hepatocellular carcinoma: A systematic review. World J Gastroenterol 2020; 26:5022-5049. [PMID: 32952347 PMCID: PMC7476180 DOI: 10.3748/wjg.v26.i33.5022] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 08/10/2020] [Accepted: 08/25/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a frequent cause of cancer related death globally. Neutrophil to lymphocyte ratio (NLR) and albumin bilirubin (ALBI) grade are emerging prognostic indicators in HCC.
AIM To study published literature of NLR and ALBI over the last five years, and to validate NLR and ALBI locally in our centre as indicators of HCC survival.
METHODS A systematic review of the published literature on PubMed of NLR and ALBI in HCC over the last five years. The search followed the guidelines of the preferred reporting items for systematic reviews and meta-analyses. Additionally, we also investigated HCC cases between December 2013 and December 2018 in our centre.
RESULTS There were 54 studies describing the relation between HCC and NLR and 95 studies describing the relation between HCC and ALBI grade over the last five years. Our local cohort of patients showed NLR to have a significant negative relationship to survival (P = 0.011). There was also significant inverse relationship between the size of the largest HCC nodule and survival (P = 0.009). Median survival with alpha fetoprotein (AFP) < 10 KU/L was 20 mo and with AFP > 10 KU/L was 5 mo. We found that AFP was inversely related to survival, this relationship was not statically significant (P = 0.132). Mean survival for ALBI grade 1 was 37.7 mo, ALBI grade 2 was 13.4 months and ALBI grade 3 was 4.5 mo. ALBI grades performed better than Child Turcotte Pugh score in detecting death from HCC.
CONCLUSION NLR and ALBI grade in HCC predict survival better than the conventional alpha fetoprotein. ALBI grade performs better than Child Turcotte Pugh score. These markers are done as part of routine clinical care and in cases of normal alpha fetoprotein, these markers could give a better understanding of the patient disease progression. NLR and ALBI grade could have a role in modified easier to learn staging and prognostic systems for HCC.
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Affiliation(s)
- Ayman Bannaga
- Department of Gastroenterology and Hepatology, University Hospital Coventry and Warwickshire NHS Trust, Coventry CV2 2DX, West Midlands, United Kingdom
- Warwick Medical School, University of Warwick, Coventry CV4 7HL, West Midlands, United Kingdom
| | - Ramesh P Arasaradnam
- Department of Gastroenterology and Hepatology, University Hospital Coventry and Warwickshire NHS Trust, Coventry CV2 2DX, West Midlands, United Kingdom
- Warwick Medical School, University of Warwick, Coventry CV4 7HL, West Midlands, United Kingdom
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Deng M, Ng SWY, Cheung ST, Chong CCN. Clinical application of Albumin-Bilirubin (ALBI) score: The current status. Surgeon 2020; 18:178-186. [DOI: 10.1016/j.surge.2019.09.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 08/25/2019] [Accepted: 09/04/2019] [Indexed: 02/06/2023]
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Wang Z, Fan Q, Wang M, Wang E, Li H, Liu L. Comparison between Child-Pugh Score and albumin-bilirubin grade in patients treated with the combination therapy of transarterial chemoembolization and sorafenib for hepatocellular carcinoma. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:537. [PMID: 32411760 PMCID: PMC7214881 DOI: 10.21037/atm.2020.02.114] [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] [Indexed: 01/22/2023]
Abstract
Background Albumin-Bilirubin (ALBI) grade has been proposed for the evaluation of liver function in hepatocellular carcinoma (HCC). The combination therapy of transarterial chemoembolization (TACE) and sorafenib is widely used for HCC patients with preserved liver function; our study aimed to investigate and compare the discriminating values of ALBI grade and Child-Pugh score in overall survival (OS). Methods A total of 173 HCC patients with preserved liver function (Child-Pugh A) were enrolled. The prognostic values of OS for ALBI grade and Child-Pugh score were separately investigated. Results In multivariate analyses, both ALBI grade and Child-Pugh score could significantly stratify the patients with different OS [adjusted hazard ratio (HR) 2.15 and 1.48, P<0.001 and P=0.035 for ALBI grade and Child-Pugh score]. In addition, time-dependent ROC analysis demonstrated that the ALBI grade had a better discriminatory ability than Child-Pugh score in predicting survival, especially for long-term outcomes. According to the subgroup analyses, the ALBI grade remained significant in more patient subsets and was more consistent than Child-Pugh score for the prediction of OS. Conclusions ALBI grade was better than Child-Pugh score in stratifying prognosis for HCC patients with preserved liver function (Child-Pugh A) and treated by the combination therapy of TACE and sorafenib.
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Affiliation(s)
- Zhexuan Wang
- Department of Liver Disease and Digestive Interventional Radiology, National Clinical Research Centre for Digestive Disease and Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an 710032, China
| | - Qingling Fan
- Department of Gastroenterology, Tangdu Hospital, Fourth Military Medical University, Xi'an 710038, China
| | - Mengmeng Wang
- Department of Drug and Equipment, Aeromedicine Identification and Training Centre of Air Force, Xi'an 710069, China
| | - Enxin Wang
- Department of Liver Disease and Digestive Interventional Radiology, National Clinical Research Centre for Digestive Disease and Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an 710032, China
| | - Huichen Li
- The State Key Laboratory of Cancer Biology, Department of Biochemistry and Molecular Biology, School of Basic Medicine, Fourth Military Medical University, Xi'an 710032, China
| | - Lei Liu
- Department of Gastroenterology, Tangdu Hospital, Fourth Military Medical University, Xi'an 710038, China
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11
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Peng Y, Wei Q, He Y, Xie Q, Liang Y, Zhang L, Xia Y, Li Y, Chen W, Zhao J, Chai J. ALBI versus child-pugh in predicting outcome of patients with HCC: A systematic review. Expert Rev Gastroenterol Hepatol 2020; 14:383-400. [PMID: 32240595 DOI: 10.1080/17474124.2020.1748010] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Hepatocellular carcinoma (HCC) is an aggressive tumor type which results in poor prognosis. ALBI and Child-Pugh score have been widely applied for predicting prognosis in patients with liver diseases. We conducted a systematic review to compare the prognostic ability of ALBI versus Child-Pugh in HCC patients. AREAS COVERED PubMed, EMBASE and Cochrane Library were explored. The data were extracted from every study. Studies investigating HCC patients and comparing the predicting ability between ALBI and Child-Pugh were analyzed. EXPERT OPINION This systematic review revealed that ALBI showed better discriminative ability than Child-Pugh for predicting the prognosis in HCC patients. However, the predictive abilities of two scores should be improved. Except for the most common used serum biomarker AFP for diagnosis and surveillance of HCC, recent studies have also explored all aspects of HCC through genome-wide sequencing, exome sequencing, RNA sequencing and genome-wide methylation analysis which provide essential clues for genotyping of HCC. Further studies should explore biomarkers by advanced techniques to validate new prognostic tools for early diagnosis and prognosis of HCC. Moreover, multicenter prospective studies should be carried out to compare the prognostic values of predictive indicators in HCC population in the future.
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Affiliation(s)
- Ying Peng
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Qinglin Wei
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Yonghong He
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Qiaoling Xie
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Yanchao Liang
- Pulmonary and Critical Care Medicine 1, The Affiliated Zhuzhou Hospital Xiangya Medical College CSU , Zhuzhou City, Hunan Province, China
| | - Liangjun Zhang
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Yiju Xia
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Yan Li
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Wensheng Chen
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Jingjing Zhao
- Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
| | - Jin Chai
- Cholestatic Liver Diseases Center and Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China.,Department of Gastroenterology, Southwest Hospital, Third Military Medical University (Army Medical University) , Chongqing, China
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12
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Feng D, Wang M, Hu J, Li S, Zhao S, Li H, Liu L. Prognostic value of the albumin-bilirubin grade in patients with hepatocellular carcinoma and other liver diseases. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:553. [PMID: 32411776 PMCID: PMC7214886 DOI: 10.21037/atm.2020.02.116] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
One of the most commonly used systems for grading liver function in hepatocellular carcinoma (HCC) patients is the Child-Pugh (CP) score. However, the CP scoring system is not without its shortcomings: for example, the cut-off values for the parameters are calculated arbitrarily and the assessment of ascites and hepatic encephalopathy is subjective. More recently, an alternative to traditional CP grade has emerged in the form of albumin-bilirubin (ALBI) grade. The predictive value provided for HCC patients by the ALBI grade is comparable to that of the CP grade; however, it can also surpass CP grade by greatly reducing subjectivity and further subdividing CP A patients into several different groups, thus improving the prognosis judgment and helping to inform clinicians’ optimal decision-making. The application of the ALBI grade into currently used HCC staging systems such as the Barcelona Clinic Liver Cancer (BCLC) staging system, the Cancer of the Liver Italian Program (CLIP) staging system, and the Japan Integrated Staging (JIS) score, etc., as well as newly produced systems like the ALBI-PLT grade, the ALBI and progression disease (ALBI-PD) grade and Modified Intermediate Stage of Liver Cancer (MICAN) criteria, greatly elevates prognostic power.
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Affiliation(s)
- Dayun Feng
- Department of surgery, Tangdu Hospital, Fourth Military Medical University, Xi'an 710038, China
| | - Mengmeng Wang
- Department of Drug and Equipment, Aeromedicine Identification and Training Centre of Air Force, Xi'an 710069, China
| | - Jie Hu
- Department of Clinical laboratory, Tangdu Hospital, Fourth Military Medical University, Xi'an 710038, China
| | - Songlun Li
- Department of Blood Transfusion, Tangdu Hospital, The Fourth Military Medical University, Xi'an, 710038, China
| | - Shoujie Zhao
- Department of General Surgery, Tangdu Hospital, Fourth Military Medical University, Xi'an 710038, China
| | - Huichen Li
- The State Key Laboratory of Cancer Biology, Department of Biochemistry and Molecular Biology, School of Basic Medicine, Fourth Military Medical University, Xi'an 710032, China
| | - Lei Liu
- Department of Gastroenterology, Tangdu Hospital, Fourth Military Medical University, Xi'an 710038, China
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Chan SL, Wong LL, Chan KCA, Chow C, Tong JHM, Yip TCF, Wong GLH, Chong CCN, Liu PH, Chu CM, Wong VWS, To KF, Reeves HL, Chan AWH. Development of a Novel Inflammation-Based Index for Hepatocellular Carcinoma. Liver Cancer 2020; 9:167-181. [PMID: 32399431 PMCID: PMC7206612 DOI: 10.1159/000504252] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 10/10/2019] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The aim of current study was to (1) construct and validate a novel hepatocellular carcinoma (HCC)-specific inflammatory index; (2) compare the performances of the Integrated Liver Inflammatory Score (ILIS) to existing 4 inflammatory indices in HCC; (3) explore the association between the inflammatory indices and systemic/intratumoral inflammatory markers. METHODS Two cohorts from Hong Kong (HK; n = 1,315) and Newcastle (n = 574) were studied. A novel index was constructed from the HK training set (n = 627). The index was constructed from the training set by combing independent prognostic circulating parameters, followed by validating in the validation set of HK cohort (n = 688) and the Newcastle cohort. Its prognostic performance was compared to 4 inflammatory indices, namely, the neutrophil to lymphocyte ratio, platelet-to-lymphocyte ratio, prognostic nutrition index, and systemic immune-inflammation index, were compared in the HK cohort. Circulating cytokines and intratumoral gene expression were analyzed in a subset of patients with available samples and correlated with the inflammatory indices. RESULTS In the training set of the HK cohort, the ILIS, was generated: -0.057 × albumin (g/L) + 0.978 × log (Bilirubin, µmol/L) + 1.341 × log (alkaline phosphatase, IU/L) + 0.086 × Neutrophil (109/L) + 0.301 × log (alpha-fetoprotein, µg/L). With cutoff of 2.60 and 3.87, the ILIS could categorize patients into 3 risk groups in the both validation cohorts. ILIS outperforms other inflammatory indices and remains an independent prognosticator for overall survival after adjustment with Barcelona Clinic Liver Cancer (hazard ratio 31.90, p < 0.001). The ILIS had the best prognostic performances as compared to other inflammatory indices. In exploratory analyses, the ILIS correlated with circulating inflammatory cytokines (e.g., IL-8) but not with any intratumoral inflammatory gene expression. CONCLUSIONS ILIS is an HCC-specific prognostic index built on 5 readily available blood parameters. Its versatility is validated both Eastern and Western population of HCC. The score is correlated with levels of circulating cytokines.
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Affiliation(s)
- Stephen Lam Chan
- Laboratory of Translational Oncology, Department of Clinical Oncology, Sir YK Pao Centre for Cancer, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Lin-Lee Wong
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom,The Liver Unit, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Kwan-Chee Allen Chan
- Department of Chemical Pathology, Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Chit Chow
- Department of Anatomical and Cellular Pathology, Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Joanna Hung-Man Tong
- Department of Anatomical and Cellular Pathology, Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Terry Cheuk-Fung Yip
- Department of Medicine and Therapeutics, Institute of Digestive Disease, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics, Institute of Digestive Disease, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | | | - Po-Hong Liu
- Department of Medicine, UT Southwestern Medical Center, Dallas, Texas, USA,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Cheuk-Man Chu
- Department of Imaging and Interventional Radiology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, Institute of Digestive Disease, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Ka-Fai To
- Department of Anatomical and Cellular Pathology, Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Helen L. Reeves
- The Liver Unit, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom,Northern Institute for Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Anthony Wing-Hung Chan
- Department of Anatomical and Cellular Pathology, Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China,*Anthony Wing-Hung Chan, Department of Anatomical and Cellular Pathology, Laboratory of Translational Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong (China), E-Mail
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14
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Ho SY, Liu PH, Hsu CY, Hsia CY, Su CW, Huang YH, Lei HJ, He YJ, Hou MC, Huo TI. An Albumin-Bilirubin (ALBI) Grade-based Prognostic Model For Patients With Hepatocellular Carcinoma Within Milan Criteria. Am J Clin Oncol 2020; 42:698-704. [PMID: 31335351 DOI: 10.1097/coc.0000000000000581] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE The Milan criteria are recommended as the major reference for liver transplantation in patients with small hepatocellular carcinoma (HCC). However, alternative anticancer treatments are often utilized due to severe donor organ shortage. This study aimed to develop and validate an albumin-bilirubin (ALBI) grade-based prognostic model to stratify survival in patients within Milan criteria undergoing nontransplant therapy. PATIENTS AND METHODS A total of 1655 patients were assigned into the derivation and validation cohort according to treatment modalities. Multivariate analysis was used to identify independent predictors of survival in the derivation cohort. An ALBI-based model was evaluated in the validation cohort. RESULTS In the Cox multivariate model, age 65 years or older (hazard ratio [HR]=1.576, P<0.001), serum α-fetoprotein (AFP) level >100 ng/mL (HR=1.671, P<0.001), ascites (HR=1.808, P<0.001), performance status 1 to 4 (HR=1.738, P<0.001), ALBI grade 2 (HR=1.827, P<0.001), and ALBI grade 3 (HR=3.589, P<0.001) were independent predictors of poor survival in the derivation cohort. An ALBI-based prognostic model with a total of 0 to 6 points was derived with the sum of 5 variables: 1 point each for age 65 years or older, AFP >100 ng/mL, presence of ascites, performance status 1 to 4, and ALBI grade 2, and 2 points for ALBI grade 3. This model can accurately predict long-term outcome in the validation cohort (P<0.001) and discriminate survival in patients stratified by curative and noncurative treatments (both P<0.001). CONCLUSION The proposed ALBI grade-based model is feasible in predicting survival in HCC patients within the Milan criteria, and helps identify high-risk patients who need timely liver transplantation.
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Affiliation(s)
- Shu-Yein Ho
- Departments of Medicine.,Faculty of Medicine
| | - Po-Hong Liu
- Faculty of Medicine.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX
| | - Chia-Yang Hsu
- Faculty of Medicine.,Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI
| | | | | | - Yi-Hsiang Huang
- Departments of Medicine.,Faculty of Medicine.,Institute of Clinical Medicine
| | | | | | | | - Teh-Ia Huo
- Faculty of Medicine.,Medical Research, Taipei Veterans General Hospital.,Institute of Pharmacology, National Yang-Ming University School of Medicine, Taipei, Taiwan
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15
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Ho SY, Hsu CY, Liu PH, Hsia CY, Lei HJ, Huang YH, Ko CC, Su CW, Lee RC, Hou MC, Huo TI. Albumin-bilirubin grade-based nomogram of the BCLC system for personalized prognostic prediction in hepatocellular carcinoma. Liver Int 2020; 40:205-214. [PMID: 31505104 DOI: 10.1111/liv.14249] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Revised: 08/19/2019] [Accepted: 09/02/2019] [Indexed: 12/29/2022]
Abstract
BACKGROUND & AIMS The prognostic accuracy of individual hepatocellular carcinoma (HCC) patient in each Barcelona Clinic Liver Cancer (BCLC) stage is unclear. We aimed to develop and validate an albumin-bilirubin (ALBI) grade-based nomogram of BCLC to estimate survival for individual HCC patient. METHODS Between 2002 and 2016, 3690 patients with newly diagnosed HCC were prospectively enrolled and retrospectively analysed. Patients were randomly split into derivation and validation cohort by 1:1 ratio. Multivariate Cox proportional hazards model was used to generate the nomogram from tumour burden, ALBI grade and performance status (PS). The concordance index and calibration plot were determined to evaluate the performance of this nomogram. RESULTS Beta coefficients from the Cox model were used to assign nomogram points to different degrees of tumour burden, ALBI grade and PS. The scores of the nomogram ranged from 0 to 24, and were used to predict 3- and 5-year patient survival. The concordance index of this nomogram was 0.77 (95% confidence interval [CI]: 0.71-0.81) in the derivation cohort and 0.76 (95% CI: 0.71-0.81) in the validation cohort. The calibration plots to predict both 3- and 5-year survival rate well matched with the 45-degree ideal line for both cohorts, except for ALBI-based BCLC stage 0 in the validation cohort. CONCLUSIONS The proposed ALBI-based nomogram of BCLC system is a simple and feasible strategy in the precision medicine era. Our data indicate it is a straightforward and user-friendly prognostic tool to estimate the survival of individual HCC patient except for very early stage patients.
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Affiliation(s)
- Shu-Yein Ho
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Chia-Yang Hsu
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, USA
| | - Po-Hong Liu
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Cheng-Yuan Hsia
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Hao-Jan Lei
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yi-Hsiang Huang
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Chih-Chieh Ko
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Chien-Wei Su
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Rheun-Chuan Lee
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Radiology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ming-Chih Hou
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Teh-Ia Huo
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Pharmacology, National Yang-Ming University School of Medicine, Taipei, Taiwan
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16
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Wang L, Li Q, Zhang J, Lu J. A Novel Prognostic Scoring Model Based on Albumin and γ-Glutamyltransferase for Hepatocellular Carcinoma Prognosis. Cancer Manag Res 2019; 11:10685-10694. [PMID: 31920379 PMCID: PMC6934113 DOI: 10.2147/cmar.s232073] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Accepted: 11/15/2019] [Indexed: 01/27/2023] Open
Abstract
Aim To investigate the predictive value of albumin (ALB) and γ-glutamyltransferase (GGT) in hepatocellular carcinoma (HCC) patients undergoing curative resection. We sought to establish a new scoring model for predicting the prognosis of HCC patients undergoing curative resection. Patients and methods A retrospective analysis was performed in 303 HCC patients who underwent curative resection. Preoperative risk factors for survival were investigated using univariate and multivariate analyses. On the basis of significant factors, a prognostic scoring model was established. The overall survival (OS) and recurrence-free survival (RFS) were compared between different groups. Results Multivariate Cox regression showed that preoperative decreased ALB levels and elevated GGT levels were significantly associated with poor OS and RFS. Multivariate analysis showed that ALB level, GGT level, portal vein tumor thrombus, and tumor number were independent prognostic factors for both OS and RFS. Thereafter, we established a preoperative prognostic scoring model combining the four risk factors. The results revealed that higher risk scores might mean worse OS and RFS. Conclusion Preoperative ALB and GGT levels are potentially useful biomarkers for predicting the prognostic outcomes in HCC patients undergoing curative resection. Our new prognostic scoring model qualifies as a novel prognostic predictor for HCC patients after curative resection.
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Affiliation(s)
- Liguang Wang
- Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong 250021, People's Republic of China
| | - Qun Li
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong 250021, People's Republic of China
| | - Jie Zhang
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong 250021, People's Republic of China
| | - Jun Lu
- Department of Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong 250021, People's Republic of China
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17
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Hiraoka A, Kumada T, Michitaka K, Kudo M. Newly Proposed ALBI Grade and ALBI-T Score as Tools for Assessment of Hepatic Function and Prognosis in Hepatocellular Carcinoma Patients. Liver Cancer 2019; 8:312-325. [PMID: 31768342 PMCID: PMC6873026 DOI: 10.1159/000494844] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 10/08/2018] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Because of the rapid progression of antiviral treatment options and the increasing frequency of nonviral-related hepatocellular carcinoma (HCC) due to the aging of society, the number of HCC patients with good hepatic function has been increasing and a more detailed method of assessment of hepatic function is needed. The Child-Pugh classification (CP) is used worldwide as an assessment tool for hepatic reserve function, even though it has some weaknesses. Recently, the albumin-bilirubin (ALBI) grade, calculated based on only albumin and total bilirubin, was proposed, and recent investigations have suggested that ALBI grade instead of CP can be used as an assessment tool for hepatic function as part of therapeutic strategies such as Barcelona Clinic Liver Cancer staging and a practical guideline presented by the Japan Society of Hepatology as well for total staging scoring systems. There has been an increasing number of reports showing that it has better capability than CP for HCC patients who undergo not only curative but also palliative treatments. Transcatheter arterial chemoembolization (TACE) is a major palliative treatment used for unresectable HCC, and the idea of TACE-refractory status has been proposed to indicate the possibility of switching to a tyrosine kinase inhibitor (TKI). However, TKI administration requires a maintained hepatic reserve function, thus the importance of assessment of hepatic function in patients undergoing TACE treatments has increased. We consider that ALBI grade might also play a significant role as part of a detailed assessment of relative changes in hepatic function during treatment. In this review, we evaluate the practical usefulness of ALBI grade for assessing hepatic function and HCC prognosis. KEY MESSAGE A detailed assessment of hepatic function is required for recent HCC therapeutic strategies. ALBI grade may be a powerful tool to improve treatment options for affected patients.
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Affiliation(s)
- Atsushi Hiraoka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Takashi Kumada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu, Japan
| | - Kojiro Michitaka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kinki University School of Medicine, Osaka, Japan
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18
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Wu B, Hu X, Jin H, Zhou L, Zhang D, Man Z, Wang Y, Yang S, Pang Q, Liu H, Cui P. Albumin-bilirubin and platelet-albumin-bilirubin grades for hepatitis B-associated hepatocellular carcinoma in Child-Pugh A patients treated with radical surgery: A retrospective observational study. Medicine (Baltimore) 2019; 98:e17394. [PMID: 31651841 PMCID: PMC6824664 DOI: 10.1097/md.0000000000017394] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Child-Pugh (CP) grade A patients with early stage hepatocellular carcinoma (HCC) are candidates for curative surgery, while some patients still have a poor outcome. The aim of this study was to investigate the prognostic values of 2 new evaluation models for liver function, named albumin-bilirubin (ALBI) and platelet-albumin-bilirubin (PALBI) grades, in CP grade A patients with HCC.In this retrospective cohort study, we reviewed 134 cases of CP grade A patients with hepatitis B-associated HCC who underwent radical surgery. ALBI and PALBI grades were calculated based on preoperative serologic examinations. Overall survival (OS) and recurrence-free survival (RFS) were estimated by Kaplan-Meier curve and Cox regression. The prognostic performances of the models were estimated by using the concordance index (C-index).During a median follow-up time of 27 months, 27.6% (37/134) of patients died and 26.1% (35/134) experienced recurrence. Kaplan-Meier analyses showed that ALBI and PALBI grades were significantly associated with OS and RFS. Multivariate analyses further revealed that both ALBI and PALBI grades were independent predictors for survival. Furthermore, the prognostic values of the combination of tumor size with ALBI (C-index = 0.754, 95% confidence interval [CI]: 0.675-0.849) or with PALBI (C-index = 0.762, 95% CI: 0.664-0.844) may be comparable with both Barcelona Clinic Liver Cancer and Cancer of Liver Italian Program staging systems.The ALBI and PALBI grades, in particular the combination with tumor size, are effective models for discriminating survival in CP grade A patients with HCC.
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19
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Zhang CH, Ni XC, Chen BY, Qiu SJ, Zhu YM, Luo M. Combined preoperative albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) predicts the outcome of hepatocellular carcinoma patients following hepatic resection. J Cancer 2019; 10:4836-4845. [PMID: 31598154 PMCID: PMC6775507 DOI: 10.7150/jca.33877] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 07/02/2019] [Indexed: 01/27/2023] Open
Abstract
Background: Liver function is an important prognostic factor for patients with hepatocellular carcinoma. The purpose of this study was to develop and validate a nomogram integrating the albumin-bilirubin (ALBI) and serum γ-glutamyl transpeptidase (GGT) level to predict postoperative overall survival (OS) and disease-free survival (DFS) of hepatocellular carcinoma (HCC). Methods: The effect of combined of ALBI and GGT on HCC prognosis was investigated using univariate and multivariate Cox analyses. The nomogram for OS and DFS were developed, respectively, and their predictive ability was compared with other conventional staging systems, including the American Joint Commission on Cancer (AJCC), Barcelona Clinic Liver Cancer (BCLC) and the Cancer of the Liver Italian Program (CLIP). Results: Combined ALBI and GGT was highly associated with OS (P<0.001) and DFS (P<0.001) of HCC patients treated with hepatic resection. In addition, the C-index of the OS (0.706±0.034) or DFS (0.674±0.032) nomogram in the training cohort was larger than AJCC, BCLC and CLIP. The Akaike information criterion (AICs) of the OS (2178.405) or DFS (2961.018) nomogram in the training cohort was smaller than above staging systems. The results suggested that the OS or DFS nomogram was the most powerful model to predict HCC prognosis. The similar trend was observed in the validation cohort. Conclusion: The novel nomogram integrating ALBI and GGT was highly associated with OS and DFS of postoperative HCC patients.
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Affiliation(s)
- Chi-Hao Zhang
- Department of General Surgery, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiao-Chun Ni
- Department of General Surgery, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Bi-Yin Chen
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuang-Jian Qiu
- Department of General Surgery, Zhongshan Hospital, School of Medicine, Fudan University, Shanghai, China
| | - Yi-Ming Zhu
- Department of General Surgery, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Meng Luo
- Department of General Surgery, Shanghai Ninth People's Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
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Antkowiak M, Gabr A, Das A, Ali R, Kulik L, Ganger D, Moore C, Abecassis M, Katariya N, Mouli S, Mahalingam D, Lewandowski RJ, Salem R, Riaz A. Prognostic Role of Albumin, Bilirubin, and ALBI Scores: Analysis of 1000 Patients with Hepatocellular Carcinoma Undergoing Radioembolization. Cancers (Basel) 2019; 11:cancers11060879. [PMID: 31238514 PMCID: PMC6627853 DOI: 10.3390/cancers11060879] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 05/31/2019] [Accepted: 06/19/2019] [Indexed: 02/08/2023] Open
Abstract
Introduction: We compared the efficacy of the ALBI (albumin-bilirubin) score to the established Child-Pugh (CP) grade in hepatocellular carcinoma (HCC) patients treated with yttrium-90 radioembolization (Y90). We further assessed the individual contributions of albumin and bilirubin to survival prediction. Methods: 1000 consecutive HCC patients treated with Y90 were included. Overall survival (OS) was assessed using Kaplan Meier analysis. Sub-stratification analyses were performed using CP and ALBI and in subgroups determined by United Network for Organ Sharing (UNOS) or Barcelona Clinic Liver Cancer (BCLC) staging. The independent impact (hazard ratio (HR)) of ALBI, CP, albumin, and bilirubin on survival was assessed using Cox proportional hazards analysis. Results: Median OS for ALBI 1, 2, and 3 grades was 46.7, 19.1, and 8.8 months, respectively. The HR for death for ALBI 2 vs. ALBI 1 was 3.39 (1.75-6.57); ALBI 3 vs. ALBI 1 was 7.58 (3.89-14.79); and the c-index was 0.623. Median OS for CP A, B, and C was 21.7, 11.3, and 6.0 months, respectively. The HR for death for CP B vs. CP A was 2.04 (1.71-2.43); CP C vs. CP A was 3.27 (2.08-5.14); and the c-index was 0.616. Stratified OS showed unique prognostic groups identified by ALBI within CP-B and CP-C. Median OS for albumin grades 1, 2, and 3 was 46.0, 17.1, and 9.1 months, respectively. Median OS for bilirubin grades 1, 2, and 3 was 15.6, 21.0, and 5.8 months, respectively. The HR for death for albumin 2 vs. 1 was 2.48 (1.81-3.41); albumin 3 vs. 1 was 4.74 (3.44-6.54); and the c-index was 0.640. The HR for death for bilirubin 2 vs. 1 was 1.09 (0.82-1.44); bilirubin 3 vs. 1 was 2.37 (1.66-3.40); and the c-index was 0.533. Conclusions: ALBI outperforms CP in survival prognosis in Y90 treated patients. On sub-analyses, serum albumin (not bilirubin) appears to be the main driver of survival prediction. Our study supports the prognostic ability of ALBI and may suggest a role of albumin alone as a biomarker for patients with HCC.
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Affiliation(s)
- Mark Antkowiak
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
| | - Ahmed Gabr
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
| | - Arighno Das
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
| | - Rehan Ali
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
| | - Laura Kulik
- Division of Hepatology, Department of Medicine, Northwestern University, Chicago, IL 60611, USA; (L.K.); (D.G.); (C.M.)
| | - Daniel Ganger
- Division of Hepatology, Department of Medicine, Northwestern University, Chicago, IL 60611, USA; (L.K.); (D.G.); (C.M.)
| | - Christopher Moore
- Division of Hepatology, Department of Medicine, Northwestern University, Chicago, IL 60611, USA; (L.K.); (D.G.); (C.M.)
| | - Michael Abecassis
- Division of Transplant Surgery, Department of Surgery, Northwestern University, Chicago, IL 60611, USA; (M.A.); (N.K.)
| | - Nitin Katariya
- Division of Transplant Surgery, Department of Surgery, Northwestern University, Chicago, IL 60611, USA; (M.A.); (N.K.)
| | - Samdeep Mouli
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
| | - Devalingam Mahalingam
- Division of Oncology, Department of Medicine, Northwestern University, Chicago, IL 60611, USA;
| | - Robert J. Lewandowski
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
- Division of Hepatology, Department of Medicine, Northwestern University, Chicago, IL 60611, USA; (L.K.); (D.G.); (C.M.)
| | - Riad Salem
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
- Division of Hepatology, Department of Medicine, Northwestern University, Chicago, IL 60611, USA; (L.K.); (D.G.); (C.M.)
- Division of Transplant Surgery, Department of Surgery, Northwestern University, Chicago, IL 60611, USA; (M.A.); (N.K.)
| | - Ahsun Riaz
- Section of Interventional Radiology, Department of Radiology, Northwestern University, Chicago, IL 60611, USA; (M.A.); (A.G.); (A.D.); (R.A.); (S.M.); (R.L.); (R.S.)
- Correspondence: ; Tel.: +312-330-2227
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Oikonomou T, Goulis L, Doumtsis P, Tzoumari T, Akriviadis E, Cholongitas E. ALBI and PALBI Grades Are Associated with the Outcome of Patients with Stable Decompensated Cirrhosis. Ann Hepatol 2019; 18:126-136. [PMID: 31113581 DOI: 10.5604/01.3001.0012.7904] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Accepted: 01/29/2018] [Indexed: 02/04/2023]
Abstract
INTRODUCTION AND AIM Studies carried out mainly in patients with hepatocellular carcinoma (HCC), have shown the prognostic significance of albumin-bilirubin (ALBI) grade. Recently, another predictive score incorporating platelet count into ALBI, PALBI grade, was introduced in patients with HCC. AIM We evaluated the ability of ALBI and PALBI grades in predicting the outcome (mortality / liver transplantation) of patients with stable decompensated cirrhosis with various etiology of liver diseases. MATERIAL AND METHODS We prospectively studied 325 patients with stable decompensated cirrhosis awaiting liver transplantation. Their clinical and laboratory characteristics were recorded including albumin, bilirubin levels, platelets. We estimated ALBI and PALBI grades for every patient. Conventional prognostic scores were also evaluated; Child-Pugh (CTP), Model for End stage Liver Disease (MELD). We followed them up and recorded their outcome. RESULTS Beyond MELD and CTP, ALBI and PALBI grades proved significant factors associated with the outcome (HR: 2.13, 95%CI [1.59, 2.85], p < 0.001 and HR: 2.06, 95%CI [1.47, 2.9], p < 0.001, respectively), and their predictive capability was established (ROC analysis; AUC: 0.695, 95% CI [0.634, 0.755] and AUC: 0.683, 95% CI [0.621,0.744], respectively). ALBI and PALBI performed better than CTP score (p = 0.0044 and p = 0.014, respectively). Categorization of our patients into three ALBI groups detected statistically different survival times. Accordingly, PALBI grade 3 compared to those with PALBI grade 1 and 2 patients, had worse outcome and significantly higher frequency of cirrhosis-related complications Conclusions. ALBI and PALBI grades were validated and can be used to predict the outcome in patients with stable decompensated cirrhosis.
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Affiliation(s)
- Theodora Oikonomou
- Fourth Department of Internal Medicine, Medical School of Aristotle University, Thessaloniki, Greece
| | - Loannis Goulis
- Fourth Department of Internal Medicine, Medical School of Aristotle University, Thessaloniki, Greece
| | - Petros Doumtsis
- Fourth Department of Internal Medicine, Medical School of Aristotle University, Thessaloniki, Greece
| | - Theodora Tzoumari
- Fourth Department of Internal Medicine, Medical School of Aristotle University, Thessaloniki, Greece
| | - Evangelos Akriviadis
- Fourth Department of Internal Medicine, Medical School of Aristotle University, Thessaloniki, Greece
| | - Evangelos Cholongitas
- Fourth Department of Internal Medicine, Medical School of Aristotle University, Thessaloniki, Greece; First Department of Internal Medicine, Medical School of National & Kapodistrian University, Athens, Greece.
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Albumin-bilirubin (ALBI) grade-based nomogram to predict tumor recurrence in patients with hepatocellular carcinoma. Eur J Surg Oncol 2018; 45:776-781. [PMID: 30401507 DOI: 10.1016/j.ejso.2018.10.541] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 10/25/2018] [Accepted: 10/29/2018] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Tumor recurrence after curative resection is common in hepatocellular carcinoma (HCC), but large-scale long-term prediction on an individual basis has seldom been reported. We aimed to construct an albumin-bilirubin (ALBI) grade-based nomogram to predict tumor recurrence in patients with HCC undergoing surgical resection. METHODS A total 1038 patients with newly diagnosed HCC undergoing curative resection between 2002 and 2016 were enrolled. Baseline characteristics, tumor status and severity of liver functional reserve were collected. The Cox proportional hazards model was used to predict tumor recurrence and construct the nomogram. The performance of the nomogram was evaluated by the discrimination and calibration tests. RESULTS After a mean follow up time of 30 months, 510 (49%) patients developed tumor recurrence. The cumulative recurrence-free survival at 1, 3, 5, and 10 years were 79%, 51%, 38% and 26%, respectively. In the Cox multivariate model, ALBI grade 2-3, multiple tumors, tumor size equal or large than 2 cm, serum ɑ-fetoprotein level equal or greater than 20 ng/ml and total tumor volume equal or larger than 227 cm3 were independent risk factors associated with tumor recurrence. A nomogram was constructed based on these five variables. Internal validation with 10,380 bootstrapped sample sets had a good concordance of 0.607 (95% of confidence interval: 0.587-0.627). The calibration plots for 1-, 3- and 5-year recurrence-free survival well matched the idealized 45-degree line. CONCLUSIONS ALBI is a feasible marker for tumor recurrence. This easy-to-use ALBI grade-based nomogram may predict tumor recurrence for individual HCC patient undergoing surgical resection.
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Mohammadi H, Abuodeh Y, Jin W, Frakes J, Friedman M, Biebel B, Choi J, El-Haddad G, Kis B, Sweeney J, Hoffe S. Using the Albumin-Bilirubin (ALBI) grade as a prognostic marker for radioembolization of hepatocellular carcinoma. J Gastrointest Oncol 2018; 9:840-846. [PMID: 30505583 DOI: 10.21037/jgo.2018.05.14] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Background The Child-Pugh (CP) class is a commonly used scoring system to measure liver function in patients with hepatocellular carcinoma (HCC). We correlate the Albumin-Bilirubin (ALBI) grading system and CP to overall survival in our HCC patients receiving radioembolization. Methods We retrospectively evaluated patients who received radioembolization for HCC between the years 2009-2014. We evaluated the albumin and bilirubin levels in our patients prior to receiving their first (n=124) radioembolization. The ALBI grades were calculated from these data with the formula (log10 bilirubin ×0.66) + (albumin × -0.085) and correlated to outcomes using Mantel-Cox Log analysis. These statistical comparisons were duplicated with CP classes. Results Median survival differences between CP class A and B and between ALBI grade 1 and 2 were 4.7 and 9.9 months, respectively. A subset of ALBI grades 1 and 2 were identified within our CP class A patients with a median survival difference of 9.9 months. Conclusions ALBI is a more sensitive marker of liver function than CP in the setting of mild dysfunction. Using ALBI, we identified a subset of patients that have significantly better outcomes from Y-90 radioembolization than previously identified with CP.
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Affiliation(s)
- Homan Mohammadi
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Yazan Abuodeh
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - William Jin
- Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Jessica Frakes
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA
| | - Mark Friedman
- Department of Gastroenterology, Moffitt Cancer Center, Tampa, FL, USA
| | - Benjamin Biebel
- Department of Gastroenterology, Moffitt Cancer Center, Tampa, FL, USA
| | - Junsung Choi
- Department of Gastroenterology, Moffitt Cancer Center, Tampa, FL, USA
| | - Ghassan El-Haddad
- Department of Gastroenterology, Moffitt Cancer Center, Tampa, FL, USA
| | - Bela Kis
- Department of Gastroenterology, Moffitt Cancer Center, Tampa, FL, USA
| | - Jennifer Sweeney
- Department of Gastroenterology, Moffitt Cancer Center, Tampa, FL, USA
| | - Sarah Hoffe
- Department of Radiation Oncology, Moffitt Cancer Center, Tampa, FL, USA
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Zhang W, Liu C, Tan Y, Tan L, Jiang L, Yang J, Yang J, Yan L, Wen T. Albumin-Bilirubin Score for Predicting Post-Transplant Complications Following Adult-to-Adult Living Donor Liver Transplantation. Ann Transplant 2018; 23:639-646. [PMID: 30201946 PMCID: PMC6248303 DOI: 10.12659/aot.910824] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Background Albumin-Bilirubin (ALBI) grade has been evaluated as an objective method to assess liver function and predict postoperative complications, particularly after hepatectomy in patients with hepatocellular carcinoma (HCC). However, ALBI grade was rarely used in evaluation in living donor liver transplantation (LDLT). Material/Methods Between March 2005 and November 2015, 272 consecutive patients undergoing right-lobe LDLT were enrolled in this study. According to the ALBI score used to evaluate recipients preoperatively, those patients were divided into 3 grades (I, II, and III). Demographic findings and the post-operative complication rates were collected and compared among groups. Results The proportions of massive blood cell transfusions were different among those 3 grades (p<0.05). The patients in grade III had a higher risk of bacterial pneumonia and early allograft dysfunction (EAD) compared to grade I (p=0.029 and p=0.038, respectively) and grade II (p=0.006 and p=0.007, respectively). The area under the receiver operating characteristic curve of ALBI, Child-Pugh, and MELD for predicting 30-day mortality were 0.702 (95% CI: 0.644–0.756), 0.669 (95% CI: 0.580–0.697, p=0.510, versus ALBI grade), and 0.540 (95% CI: 0.580–0.697, p=0.144, versus ALBI grade), respectively. Conclusions ALBI grade was a good index for predicting post-operative complications and had a predictive ability similar to those of the Child-Pugh classification and MELD score.
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Affiliation(s)
- Wei Zhang
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Chang Liu
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Yifei Tan
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Lingcan Tan
- Department of Anesthesiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Li Jiang
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Jian Yang
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Jiayin Yang
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Lunan Yan
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
| | - Tianfu Wen
- Department of Liver Surgery, Liver Transplantation Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (mainland)
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Chen ZH, Zhang XP, Cai XR, Xie SD, Liu MM, Lin JX, Ma XK, Chen J, Lin Q, Dong M, Wu XY, Wen JY, Xu RH. The Predictive Value of Albumin-to-Alkaline Phosphatase Ratio for Overall Survival of Hepatocellular Carcinoma Patients Treated with Trans-Catheter Arterial Chemoembolization Therapy. J Cancer 2018; 9:3467-3478. [PMID: 30310503 PMCID: PMC6171021 DOI: 10.7150/jca.26120] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 08/15/2018] [Indexed: 02/06/2023] Open
Abstract
Background: We have previously reported the prognostic value of the albumin-to-alkaline phosphatase ratio (AAPR) for advanced hepatocellular carcinoma (HCC) patients who are not receiving any standard anticancer therapy. However, the prognostic value of the AAPR for HCC patients treated with trans-catheter arterial chemoembolization therapy (TACE) was not investigated. Methods: We retrospectively analysed 372 HCC patients treated with TACE (the training cohort) and applied receiver operating characteristic curves (ROC curves) to identify the best cut-off value for the AAPR in this cohort. Then, univariate analyses by the Kaplan-Meier method and multivariate analysis by a Cox proportional hazards regression model were conducted. Both comparisons of the ROC curves and the likelihood ratio test (LRT) were employed to evaluate the abilities of different factors in predicting the survival of patients in this cohort. Finally, the prognostic value of the AAPR was validated in two cohorts: one included 202 HCC patients treated with supportive care (validation cohort I), and the other included 82 HCC patients treated with TACE (validation cohort II). Results: We identified 0.439 as the best cut-off value of the AAPR by ROC curve analysis. An AAPR > 0.439 was significantly correlated with a lower frequency of Child-Pugh grade B, portal vein tumour thrombus (PVTT), T3-4 and lymph node metastasis (P < 0.05). The median overall survival (OS) of the patients with an AAPR > 0.439 was significantly longer than that of those with an AAPR ≤ 0.439 (58.4 m vs 17.8 m, respectively, P < 0.001). The AAPR was identified as an independent prognostic factor after univariate and multivariate analyses (HR = 0.636, P = 0.003). The independent prognostic value of the AAPR was also confirmed in validation cohorts I and II. Additionally, we substituted the AAPR for the Child-Pugh grade in the CLIP system and integrated the AAPR into the TNM system. We found that the area under the curve (AUC) of the AAPR-CLIP system was significantly larger than that of the CLIP and the TNM when predicting 3-month, 6-month, 1-year and 2-year survival (P < 0.05). There was no significant difference between the AUCs for the AAPR-CLIP and the AAPR-TNM. The LRT suggested that both AAPR-CLIP and AAPR-TNM had significantly larger χ2 values and smaller AIC values than that of their corresponding primary system (P < 0.05). Conclusions: The AAPR was an independent prognostic index for the HCC patients treated with TACE. Both AAPR-CLIP and AAPR-TNM outperformed their corresponding primary system in predicting OS in the current study.
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Affiliation(s)
- Zhan-Hong Chen
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China.,Department of Medical Oncology of Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, 651 Dongfengdong Road, Guangzhou, 510060, China
| | - Xiao-Ping Zhang
- Meihua Street Community Health Service Center, Yuexiu District Guangzhou, 510000, China
| | - Xiu-Rong Cai
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Si-Dong Xie
- Department of Radiology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Meng-Meng Liu
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Jin-Xiang Lin
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Xiao-Kun Ma
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Jie Chen
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Qu Lin
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Min Dong
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Xiang-Yuan Wu
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Jing-Yun Wen
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Rui-Hua Xu
- Department of Medical Oncology of Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, 651 Dongfengdong Road, Guangzhou, 510060, China
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Combination of albumin-bilirubin grade and platelets to predict a compensated patient with hepatocellular carcinoma who does not require endoscopic screening for esophageal varices. Gastrointest Endosc 2018; 88:230-239.e2. [PMID: 29317268 DOI: 10.1016/j.gie.2017.12.023] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 12/03/2017] [Indexed: 02/08/2023]
Abstract
BACKGROUNDS AND AIMS There is no consensus on screening for high-risk esophageal varices (HRV) in patients with hepatocellular carcinoma (HCC). Here, we aimed to investigate the prevalence and risk factors of HRV in patients with HCC and to assess the combination of albumin-bilirubin grade and platelet count (ALBI-PLT score) for predicting compensated patients who do not need unnecessary endoscopic screening for HRV. METHODS The ALBI-PLT score was calculated by adding the ALBI grade and points for platelet count (1 point if platelet count >150,000/mm3 and 2 points if ≤150,000/mm3). The predictive value of the ALBI-PLT score for HRV was analyzed in 887 compensated patients enrolled from October 2007 to April 2014 (study cohort). This was validated in 215 compensated patients from May 2014 to December 2015 (validation cohort). RESULTS In the study cohort, the rates of HRV were 2.9% and 21.1% in compensated HCC patients with an ALBI-PLT score of 2 and >2, respectively. The negative predictive values of the ALBI-PLT score for predicting HRV were 97.1% and 98.1% in the study and validation cohorts, respectively. For compensated patients who did not receive endoscopic screening at the time of HCC diagnosis, the 5-year cumulative variceal hemorrhage rate was lower in patients with an ALBI-PLT score of 2 than in those with an ALBI-PLT score >2 (1.7% vs 9.1%, P = .007). CONCLUSION In patients with HCC with compensated liver function, an ALBI-PLT score of 2 predicted a very low risk of HRV and variceal hemorrhage; therefore, endoscopic screening for esophageal varices is not recommended for these patients.
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Cai BB, Shi KQ, Li P, Chen BC, Shi L, Johnson PJ, Lai P, Toyoda H, Zhou MT. A nomogram integrating hepatic reserve and tumor characteristics for hepatocellular carcinoma following curative liver resection. Clin Chim Acta 2018; 485:187-194. [PMID: 29908940 DOI: 10.1016/j.cca.2018.06.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Revised: 06/12/2018] [Accepted: 06/14/2018] [Indexed: 01/27/2023]
Abstract
BACKGROUND Because of the mutual influence of liver dysfunction and malignancy, overall survival (OS) is a composite clinical endpoint in hepatocellular carcinoma (HCC). We developed a nomogram integrating albumin-bilirubin (ALBI) grade, a new index of hepatic reserve, and tumor characteristics of HCC for predicting OS following curative liver resection. METHODS The nomogram was built to estimate the probabilities of 1, 3, and 5-y OS based on training cohort of 709 HCC, which was validated in an international independent dataset. The prognostic value of the nomogram was determined by concordance index (C-index), time-dependent receiver operating characteristics (tdROC), and decision curves, comparing with ALBI grade alone, the Cancer of the Liver Italian Program (CLIP), the Barcelona Clinic Liver Cancer (BCLC), and Okuda staging systems. RESULTS Independent factors derived from multivariable Cox analysis of the training cohort to predict OS were tumor grade, microvascular invasion, tumor size and ALBI grade which were assembled into nomogram. The calibration curves for probability of OS showed optimal agreement between nomogram-prediction and actual observation, which was tested in validation cohort. The C-index, tdROC and decision curves showed the nomogram was superior to CLIP, ALBI grade, BCLC and Okuda. The patients could also be stratified into low, intermediate risk, and high risk of the mortality by the normogram in both development and validation cohorts. CONCLUSIONS The nomogram integrating hepatic reserve and tumor characteristics provided a highly accurate estimation of OS in patients with HCC after curative liver resection, contributing to assess patient prognosis.
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Affiliation(s)
- Bin-Bin Cai
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of ZheJiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Ke-Qing Shi
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of ZheJiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China; Precision Medical Center Laboratory, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Peng Li
- Department of Pathology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Bi-Cheng Chen
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of ZheJiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Liang Shi
- Department of Laboratory Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Philip J Johnson
- Institute of Translational Medicine, Department of Clinical Cancer Medicine, University of Liverpool, UK
| | - Paul Lai
- Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong, China
| | | | - Meng-Tao Zhou
- Key Laboratory of Diagnosis and Treatment of Severe Hepato-Pancreatic Diseases of ZheJiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China; Precision Medical Center Laboratory, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
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Cai XR, Chen ZH, Liu MM, Lin JX, Zhang XP, Chen J, Lin Q, Ma XK, Wen JY, Xie SD, Wu XY, Dong M. Modified CLIP score with the albumin-bilirubin grade retains prognostic value in HBV-related hepatocellular carcinoma patients treated with trans-catheter arterial chemoembolization therapy. J Cancer 2018; 9:2380-2388. [PMID: 30026834 PMCID: PMC6036717 DOI: 10.7150/jca.22925] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 05/09/2018] [Indexed: 02/07/2023] Open
Abstract
Background: The Cancer of the Liver Italian Program (CLIP) score is commonly used for prognosis prediction of hepatocellular carcinoma (HCC). The CLIP includes the Child-Pugh grade, which is relatively subjective, for hepatic encephalopathy assessment. A newly developed scoring system called albumin-bilirubin grade (ALBI grade), consists of albumin and bilirubin to assess liver function reserve objectively. Here, we substituted the ALBI grade for the Child-Pugh grade to establish the ALBI-CLIP scoring system and validated its prognostic value in hepatitis B virus (HBV)-related HCC patients treated with trans-catheter arterial chemoembolization (TACE) therapy. Methods: We retrospectively analyzed HBV-related HCC patients who received TACE therapy. Baseline characteristics were collected and evaluated to classify patients according to ALBI-CLIP, CLIP and TNM systems. Univariate analyses using the Kaplan-Meier method and the log-rank test, as well as multivariate analysis using the Cox proportional hazards regression model, were conducted to detect independent prognostic factors for overall survival. Receiver operating characteristic (ROC) curves and a likelihood ratio test (LRT) were both utilized to compare the values of ALBI-CLIP, CLIP and TNM staging systems in predicting survival. Results: With a total of 389 patients included in the current study, 301 (77.4%) and 88 (22.6%) were classified as Child-Pugh grade A and B, respectively. However, 152 (39.1%), 227 (58.4%) and 10 (2.5%) patients were correspondingly classified into ALBI grade 1, 2 and 3. The areas under the curves of ALBI-CLIP, CLIP and TNM systems were 0.804, 0.778 and 0.734, respectively, for predicting 3-month survival; 0.796, 0.778 and 0.733, respectively, for 6-month survival; 0.697, 0.687 and 0.644, respectively, for 1-year survival; and 0.618, 0.612 and 0.569, respectively, for 2-year survival. The LRT indicated that the ALBI-CLIP and the CLIP had similar values of χ2 and Akaike information criterion (AIC) while the TNM system had the smallest χ2 value (χ2 = 12.1, 11.9, 10.5; AIC = 2620.2, 2620.5, 2621.1 for ALBI-CLIP, CLIP and TNM, respectively). Conclusions: In conclusion, our present study suggested that the ALBI-CLIP scoring system retained the prognostic value of the CLIP in HBV-related HCC treated with TACE therapy.
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Affiliation(s)
- Xiu-Rong Cai
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Zhan-Hong Chen
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China.,Department of Medical Oncology of Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, 651 Dongfengdong Road, Guangzhou, 510060, China
| | - Meng-Meng Liu
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Jin-Xiang Lin
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Xiao-Ping Zhang
- Meihua Street Community Health Service Center, Yuexiu District Guangzhou, 510000, China
| | - Jie Chen
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Qu Lin
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Xiao-Kun Ma
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Jing-Yun Wen
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Si-Dong Xie
- Department of Radiology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Xiang-Yuan Wu
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
| | - Min Dong
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Disease, Third Affiliated Hospital of Sun Yat-sen University, 600 Tianhe Road, Guangzhou, 510630, China
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Assessment of prognostic performance of Albumin-Bilirubin, Child-Pugh, and Model for End-stage Liver Disease scores in patients with liver cirrhosis complicated with acute upper gastrointestinal bleeding. Eur J Gastroenterol Hepatol 2018; 30:652-658. [PMID: 29438135 DOI: 10.1097/meg.0000000000001087] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
OBJECTIVE The Albumin-Bilirubin (ALBI) score was developed recently to assess the severity of liver dysfunction. We aimed to assess its prognostic performance in patients with liver cirrhosis complicated with upper gastrointestinal bleeding (UGIB) while comparing it with Child-Pugh (CP) and Model for End-stage Liver Disease (MELD) scores. PATIENTS AND METHODS This was a retrospective unicentric study, including consecutive adult patients with cirrhosis admitted for UGIB between January 2011 and November 2015. Clinical, analytical, and endoscopic variables were assessed and ALBI, CP, and MELD scores at admission were calculated. RESULTS This study included 111 patients. During the first 30 days of follow-up, 12 (10.8%) patients died, and during the first year of follow-up, another 10 patients died (first-year mortality of 19.8%).On comparing the three scores, for in-stay and 30-day mortality, only the ALBI score showed statistically significant results, with an area under the curve (AUC) of 0.80 (P<0.01) for both outcomes. For first-year mortality, AUC for ALBI, CP, and MELD scores were 0.71 (P<0.01), 0.64 (P<0.05), and 0.66 (P=0.02), respectively, whereas for global mortality, AUC were 0.75 (P<0.01), 0.72 (P<0.01), and 0.72 (P<0.01), respectively. On comparing the AUC of the three scores, no significant differences were found in first-year mortality and global mortality. CONCLUSION In our series, the ALBI score accurately predicted both in-stay and 30-day mortality, whereas CP and MELD scores could not predict these outcomes. All scores showed a fair prognostic prediction performance for first-year and global mortality. These results suggest that the ALBI score is particularly useful in the assessment of short-term outcomes, with a better performance than the most commonly used scores.
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Microwave ablation provides better survival than liver resection for hepatocellular carcinoma in patients with borderline liver function: application of ALBI score to patient selection. HPB (Oxford) 2018; 20:546-554. [PMID: 29352659 DOI: 10.1016/j.hpb.2017.12.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Revised: 10/23/2017] [Accepted: 12/19/2017] [Indexed: 02/08/2023]
Abstract
BACKGROUND Studies comparing microwave ablation (MWA) and liver resection are lacking. This study evaluates the survival of patients with hepatocellular carcinoma (HCC) treated with liver resection or MWA and the role of Albumin-Bilirubin (ALBI) score in patient selection for treatments. METHODS This is a retrospective analysis of patients who received curative liver resection or MWA for HCC. Propensity score matching was used at a 1:1 ratio. The value of ALBI grade for patient selection was evaluated. Overall and disease-free survival were compared between two groups. RESULTS Of the 442 patients underwent MWA or liver resection for HCC during the study period, 63 patients received MWA and 379 patients received liver resection. Propensity scoring matching analysis resulted in 63 matched pairs for further analysis. Subgroup analysis according to the ALBI grade was performed. Liver resection offered better overall and disease-free survivals in patients with ALBI grade 1. MWA provided a significantly better overall survival (p = 0.025) and a trend towards better disease-free survival (p = 0.39) in patients with ALBI grade 2 or 3. CONCLUSIONS Liver resection offered superior disease-free survival to MWA in patients with HCC. The ALBI grade could identify patients with worse liver function who might gain survival advantage from MWA.
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Pinato DJ, Sharma R, Citti C, Platt H, Ventura-Cots M, Allara E, Chen TY, Dalla Pria A, Jain M, Mínguez B, Kikuchi L, Kaufman West E, Merli M, Kaplan DE, Hasson H, Marks K, Nelson M, Núñez M, Aytaman A, Bower M, Bräu N. The albumin-bilirubin grade uncovers the prognostic relationship between hepatic reserve and immune dysfunction in HIV-associated hepatocellular carcinoma. Aliment Pharmacol Ther 2018; 47:95-103. [PMID: 29034998 DOI: 10.1111/apt.14356] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 08/19/2017] [Accepted: 09/11/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a leading cause of liver-related mortality in people living with HIV, where co-infection with hepatotropic viruses accelerates the course of chronic liver disease. AIM To evaluate whether the albumin-bilirubin (ALBI) grade, a more accurate marker of liver dysfunction in HCC, might identify patients with progressive liver dysfunction in the context of HIV/hepatitis co-infection. METHODS Using uni- and multi-variable analyses, we studied the albumin-bilirubin grade as a predictor of overall survival (OS) in a large, multi-center cohort of patients with HIV-associated HCC recruited from 44 centres in 9 countries within the Liver Cancer in HIV study group. Patients who underwent liver transplantation were excluded. RESULTS A total of 387 patients, predominantly HCV co-infected (78%) with balanced representation of all Barcelona Clinic Liver Cancer (BCLC) stages (A = 33%, B = 18%, C = 37%, D = 12%) were recruited. At HCC diagnosis, 84% had been on anti-retrovirals for a median duration of 8.8 years. The albumin-bilirubin grade identified significant differences in median survival of 97 months for grade 1 (95% CI 13-180 months), 17 months for grade 2 (95% CI 11-22 months) and 6 months for grade 3 (95% CI 4-9 months, P < .001). A more advanced albumin-bilirubin grade correlated with lower CD4 counts (464/373/288 cells/mm3 for grades 1/2/3) and higher HIV viraemia (3.337/8.701/61.845 copies/mL for grades 1/2/3, P < .001). CONCLUSIONS In this large, multi-center retrospective study, the albumin-bilirubin grade highlights the interplay between liver reserve and immune dysfunction as prognostic determinants in HIV-associated HCC.
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Hsu HY, Yu MC, Lee CW, Tsai HI, Sung CM, Chen CW, Huang SW, Lin CY, Jeng WJ, Lee WC, Chen MF. RAM score is an effective predictor for early mortality and recurrence after hepatectomy for hepatocellular carcinoma. BMC Cancer 2017; 17:742. [PMID: 29121890 PMCID: PMC5680811 DOI: 10.1186/s12885-017-3748-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Accepted: 11/01/2017] [Indexed: 02/08/2023] Open
Abstract
Background Liver resection had been regarded as a standard treatment for primary hepatocellular carcinoma (HCC). However, early mortality and recurrence after surgery were still of major concern. RAM (Risk Assessment for early Mortality) scoring system is a newly developed tool for assessing early mortality after hepatectomy for HCC. In this study, we compared RAM scoring system with ALBI and MELD scores for their capability of predicting short-term outcome. Methods We retrospectively reviewed patients with hepatocellular carcinoma who were treated with hepatectomy at Chang Gung Memorial Hospital between 1986 and 2015. Their clinical characteristics and perioperative variables were collected. We applied RAM, albumin-bilirubin (ALBI), and model for end-stage liver disease (MELD) scoring systems to predict early mortality and early recurrence in HCC patients after surgery. We investigated the discriminative power of each scoring system by receiver operating characteristic (ROC) curve and area under the ROC curve (AUC). Results A total of 1935 patients (78% male) who underwent liver resection for HCC were included in this study. The median follow-up period was 41.9 months. One hundred and forty-nine patients (7.7%) died within 6 months after hepatectomy (early mortality). All the three scoring systems were effective predictor for early mortality, with higher score indicating higher risk of early mortality (AUC of RAM = 0.723, p < 0.001; AUC of ALBI = 0.682, p < 0.001; AUC of MELD = 0.590, p = 0.002). Cox regression multivariate analysis demonstrated that the RAM class was the most significant independent predictor of early mortality after surgery, while MELD grade failed to discriminatively predict early mortality. In addition to early mortality, the RAM score was also predictive of early recurrence in HCC after surgery. Conclusions This study demonstrated that RAM score is an effective and user-friendly bedside scoring system to predict early mortality and early recurrence after hepatectomy for HCC. In addition, the predictive capability of RAM score is superior to ALBI and MELD scores. Further study is warranted to validate our findings.
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Affiliation(s)
- Heng-Yuan Hsu
- Department of Surgery, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Ming-Chin Yu
- Department of Surgery, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China.,College of Medicine, Chang Gung University, Taoyuan, Taiwan, Republic of China
| | - Chao-Wei Lee
- Department of Surgery, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China. .,College of Medicine, Chang Gung University, Taoyuan, Taiwan, Republic of China. .,Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan, Republic of China.
| | - Hsin-I Tsai
- Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan, Republic of China.,Department of Anesthesiology, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Chang-Mu Sung
- Graduate Institute of Clinical Medical Sciences, Chang Gung University, Taoyuan, Taiwan, Republic of China.,Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Chun-Wei Chen
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Shu-Wei Huang
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Cheng-Yu Lin
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Wen-Juei Jeng
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Wei-Chen Lee
- Department of Surgery, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China
| | - Miin-Fu Chen
- Department of Surgery, Chang Gung Memorial Hospital, No. 5, Fuxing St., Guishan Dist., Taoyuan, 333, Taiwan, Republic of China.,College of Medicine, Chang Gung University, Taoyuan, Taiwan, Republic of China
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Hiraoka A, Michitaka K, Kumada T, Izumi N, Kadoya M, Kokudo N, Kubo S, Matsuyama Y, Nakashima O, Sakamoto M, Takayama T, Kokudo T, Kashiwabara K, Kudo M. Validation and Potential of Albumin-Bilirubin Grade and Prognostication in a Nationwide Survey of 46,681 Hepatocellular Carcinoma Patients in Japan: The Need for a More Detailed Evaluation of Hepatic Function. Liver Cancer 2017; 6:325-336. [PMID: 29234636 PMCID: PMC5704689 DOI: 10.1159/000479984] [Citation(s) in RCA: 186] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND/AIM Recently, albumin-bilirubin (ALBI) scoring/grading, consisting of only albumin and total bilirubin, has been proposed. We examined the efficacy of this grading system for determining hepatic function in patients with hepatocellular carcinoma (HCC). METHODS/MATERIALS The prognoses of 46,681 HCC patients based on results obtained from a nationwide survey conducted in Japan from 2001 to 2007 were evaluated using (1) Japan Integrated Staging (JIS), consisting of Child-Pugh classification and TNM staging (TNM), (2) modified JIS (m-JIS), consisting of liver damage grading and TNM, and (3) ALBI-TNM (ALBI-T), consisting of ALBI grading and TNM, and the results were compared. A subanalysis was also performed to define a cutoff value for ALBI scores for a more detailed stratification of hepatic function. RESULTS ALBI-T, JIS, and m-JIS each showed good capacity for the stratification of prognoses. Although the Akaike information criterion for ALBI-T was nearly equal to that for JIS and m-JIS, the Kaplan-Meier curves and median survival times obtained with ALBI-T were always superior to the corresponding scores. When the indocyanine green retention test (<30%) was used as an additional cutoff value for ALBI score (-2.270, area under the curve 0.828) to divide ALBI grade into 4 levels (modified ALBI [mALBI] grade), mALBI grade was able to stratify the prognosis of patients at any TNM stage in order of grade. Modified ALBI-T (mALBI-T), using mALBI grading and TNM, produced a more detailed stratification for prognosis. CONCLUSION The predictive value for prognosis of ALBI-T was found to be equal to that of JIS and m-JIS. In addition, mALBI grading and mALBI-T, as proposed in the present study, might provide a more detailed assessment of the hepatic function and prognosis of HCC patients.
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Affiliation(s)
- Atsushi Hiraoka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama
| | - Kojiro Michitaka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama
| | - Takashi Kumada
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki
| | - Namiki Izumi
- Department of Gastroenterology, Musashino Red Cross Hospital, Tokyo
| | - Masumi Kadoya
- Department of Radiology, Shinshu University School of Medicine, Matsumoto
| | | | - Shoji Kubo
- Department of Hepato-Biliary-Pancreatic Surgery, Osaka City University Graduate School of Medicine, Osaka
| | - Yutaka Matsuyama
- Department of Biostatistics, School of Public Health, University of Tokyo, Tokyo
| | - Osamu Nakashima
- Department of Clinical Laboratory Medicine, Kurume University Hospital, Kurume
| | | | - Tadatoshi Takayama
- Department of Digestive Surgery, Nihon University School of Medicine and Hepato-Biliary-Pancreatic Surgery Division
| | | | - Kosuke Kashiwabara
- Department of Biostatistics, School of Public Health, Graduate School of Medicine, University of Tokyo, Tokyo
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kindai University School of Medicine, Osaka, Japan
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Waked I, Johnson PJ. Reply to ‘Comment on ‘Transarterial chemo-embolisation of hepatocellular carcinoma: impact of liver function and vascular invasion’ ’. Br J Cancer 2017; 117:e6. [PMID: 28772278 PMCID: PMC5680455 DOI: 10.1038/bjc.2017.241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
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Serum albumin levels in relation to tumor parameters in hepatocellular carcinoma patients. Int J Biol Markers 2017; 32:e391-e396. [PMID: 28862714 DOI: 10.5301/ijbm.5000300] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/24/2017] [Indexed: 12/18/2022]
Abstract
BACKGROUND Serum albumin levels have been shown to have prognostic significance in hepatocellular carcinoma (HCC), as part of an inflammatory index. The aim of this study was to examine the possible relationship of serum albumin levels to parameters of HCC aggressiveness. METHODS A large HCC patient cohort was retrospectively examined, and the possible relationships of albumin levels to tumor diameter, multifocality, portal vein thrombosis (PVT) and α-fetoprotein levels were examined. RESULTS HCC patients with lower serum albumin levels had significantly larger maximum tumor diameters, greater prevalence of PVT, increased tumor multifocality and higher α-fetoprotein levels, than HCC patients with higher albumin levels. A correlation was found between levels of these tumor parameters and serum albumin levels. CONCLUSIONS These results indicate that low serum albumin levels correlate with increased parameter measures of HCC aggressiveness, in addition to their role as a monitor of systemic inflammation. Decreased serum albumin might have a role in HCC aggressiveness.
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Yu JI, Choi C, Ha SY, Park CK, Kang SY, Joh JW, Paik SW, Kim S, Kim M, Jung SH, Park HC. Clinical importance of TERT overexpression in hepatocellular carcinoma treated with curative surgical resection in HBV endemic area. Sci Rep 2017; 7:12258. [PMID: 28947783 PMCID: PMC5612986 DOI: 10.1038/s41598-017-12469-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Accepted: 09/08/2017] [Indexed: 02/08/2023] Open
Abstract
This study was designed to investigate the associations between TERT overexpression and the clinicopathologic factors of hepatocellular carcinoma (HCC). A total of 291 patients with HCC were enrolled. The site of first recurrence (anywhere in the liver) was classified as intrahepatic recurrence (IHR). Recurrence was then sub classified as either early or late IHR according to whether it was discovered within 2 years of resection, or after, respectively. TERT overexpression was not significantly correlated with previously recognized prognostic factors. During follow-up, early IHR occurred in 126 (63.6%) patients, while late IHR was detected in 59 patients among 145 patients who remained free of HCC recurrence for ≥ 2 years after surgery. Multivariate analysis showed late IHR was significantly correlated with TERT overexpression (P < 0.001, hazard ratio [HR] 2.67, 95% confidence interval [CI] 1.51–4.72). Intrahepatic metastasis (P < 0.001, HR 4.48, 95% CI 2.62–7.65) and TERT overexpression (P < 0.001, HR 1.77, 95% CI 1.28–2.45) were significant prognostic factors for IHR-free survival in both univariate and multivariate analyses. TERT overexpression was the only significant prognostic factor for late IHR in HCC treated with curative resection. And, the statistical significance of TERT overexpression on late IHR was limited to HBsAg-positive patients.
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Affiliation(s)
- Jeong Il Yu
- Departments of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Changhoon Choi
- Departments of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sang Yun Ha
- Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Cheol-Keun Park
- Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
| | - So Young Kang
- Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jae-Won Joh
- Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seung Woon Paik
- Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seonwoo Kim
- Statistics and Data Center, Samsung Medical Center, Seoul, Republic of Korea
| | - Minji Kim
- Statistics and Data Center, Samsung Medical Center, Seoul, Republic of Korea
| | - Sang Hoon Jung
- Departments of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hee Chul Park
- Departments of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea. .,Department of Medical Device Management and Research, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea.
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Chong CCN, Chan AWH, Wong J, Chu CM, Chan SL, Lee KF, Yu SCH, To KF, Johnson P, Lai PBS. Albumin-bilirubin grade predicts the outcomes of liver resection versus radiofrequency ablation for very early/early stage of hepatocellular carcinoma. Surgeon 2017; 16:163-170. [PMID: 28807570 DOI: 10.1016/j.surge.2017.07.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 07/14/2017] [Accepted: 07/15/2017] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND PURPOSE Whether liver resection or ablation should be the first-line treatment for very early/early hepatocellular carcinoma (HCC) in patients who are candidates for both remains controversial. The aim of this study was to determine if the newly-developed Albumin-Bilirubin (ALBI) grade might help in treatment selections and to evaluate the survival of patients treated with liver resection and radiofrequency ablation (RFA). METHODS Patients with BCLC stage 0/A HCC who were treated with curative liver resection and RFA from 2003 to 2013 were included. Baseline clinical and laboratory parameters were retrieved and reviewed from the hospital database. Liver function and its impact on survival was assessed by the ALBI score. Overall and disease-free survivals were compared between the two groups. RESULTS 488 patients underwent liver resection (n = 318) and RFA (n = 170) for BCLC stage 0/A HCC during the study period. Liver resection offered superior survival to RFA in patients with BCLC stage 0/A HCC in the whole cohort. After propensity score matching, liver resection offered superior overall survival and disease-free survival to RFA in patients with ALBI grade 1 (P = 0.0002 and P < 0.0001 respectively). In contrast, there were no significant differences in overall survival and disease-free survival between liver resection and RFA in patients with ALBI grade 2 (P = 0.7119 and 0.3266, respectively). CONCLUSIONS Liver resection offered superior survival to RFA in patients with BCLC stage 0/A HCC. The ALBI grade could identify those patients with worse liver function who did not gain any survival advantage from curative liver resection.
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Affiliation(s)
- Charing Ching-Ning Chong
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The Chinese University of Hong Kong, Hong Kong
| | - Anthony Wing-Hung Chan
- Department of Anatomical and Cellular Pathology, State Key Laboratory in Oncology in South China, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong
| | - John Wong
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The Chinese University of Hong Kong, Hong Kong
| | - Cheuk-Man Chu
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong
| | - Stephen Lam Chan
- Department of Clinical Oncology, State Key Laboratory in Oncology in South China, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong; Institute of Digestive Disease, Partner State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Kit-Fai Lee
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The Chinese University of Hong Kong, Hong Kong
| | - Simon Chun-Ho Yu
- Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong
| | - Ka-Fai To
- Department of Anatomical and Cellular Pathology, State Key Laboratory in Oncology in South China, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong; Institute of Digestive Disease, Partner State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong; Li Ka Shing Institute of Health Science, Sir Y.K. Pao Centre for Cancer, The Chinese University of Hong Kong, Hong Kong
| | - Philip Johnson
- Department of Molecular and Clinical Cancer Medicine, The Duncan Building, Daulby Street, University of Liverpool, Liverpool, L69 3GA, UK
| | - Paul Bo-San Lai
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The Chinese University of Hong Kong, Hong Kong; Institute of Digestive Disease, Partner State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong.
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Hiraoka A, Kumada T, Kudo M, Hirooka M, Tsuji K, Itobayashi E, Kariyama K, Ishikawa T, Tajiri K, Ochi H, Tada T, Toyoda H, Nouso K, Joko K, Kawasaki H, Hiasa Y, Michitaka K. Albumin-Bilirubin (ALBI) Grade as Part of the Evidence-Based Clinical Practice Guideline for HCC of the Japan Society of Hepatology: A Comparison with the Liver Damage and Child-Pugh Classifications. Liver Cancer 2017; 6. [PMID: 28626732 PMCID: PMC5473065 DOI: 10.1159/000452846] [Citation(s) in RCA: 138] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
AIM/BACKGROUND The purpose of this study was to evaluate the validity of 3 classifications for assessing liver function, the liver damage and Child-Pugh classifications and the newly proposed albumin-bilirubin (ALBI) grade, in order to examine the feasibility of evaluating hepatic function using ALBI grade with the hepatocellular carcinoma (HCC) treatment algorithm used in Japan. METHODS We analyzed the medical records of 3,495 Japanese HCC patients admitted from 2000 to 2015, which were comprised of 1,580 patients hospitalized in the Ehime Prefecture area and used as a training cohort (Ehime group), and 1,915 others who were used for validation (validation group). ALBI score used for grading (≤-2.60 = grade 1, greater than -2.60 to ≤-1.39 = grade 2, greater than -1.39 = grade 3) as well as clinical features and prognosis (Japan Integrated Staging [JIS], modified JIS, ALBI-TNM [ALBI-T] score) were retrospectively investigated. RESULTS For prediction of liver damage A, the values for sensitivity and specificity, positive predictive and negative predictive values, and positive and negative likelihood ratios of ALBI-1 and Child-Pugh A were similar among the 2 groups. Akaike information criterion results showed that prognosis based on ALBI grade/ALBI-T score was better than that based on liver damage/modified JIS score and Child-Pugh/JIS score (22,291.8/21,989.4, 22,379.6/22,076.0, 22,392.1/22,075.1, respectively). The cutoff values for ALBI score for indocyanine green retention rate at 15 min (ICG-R15) <10, <20, and <30% were -2.623 (area under the curve [AUC]: 0.798), -2.470 (AUC: 0.791), and -2.222 (AUC: 0.843), respectively. The distribution of ICG-R15 (<10%, 10 to <20%, 20 to <30%, and ≥30%) for ALBI grade 1 was similar to that for liver damage A. There were only small differences with regard to therapeutic selection with the Japanese HCC treatment algorithm between liver damage and ALBI grade. CONCLUSION ALBI grade is a useful and easy classification system for assessment of hepatic function for therapeutic decision making.
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Affiliation(s)
- Atsushi Hiraoka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Ehime, Japan
- *Atsushi Hiraoka, MD, PhD, Gastroenterology Center, Ehime Prefectural Central Hospital, Kasuga-Cho 83, Matsuyama, Ehime 790-0024 (Japan), E-Mail
| | - Takashi Kumada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu, Japan
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kinki University Faculty of Medicine, Osaka-Sayama, Japan
| | - Masashi Hirooka
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Kunihiko Tsuji
- Center of Gastroenterology, Teine Keijinkai Hospital, Sapporo, Japan
| | - Ei Itobayashi
- Department of Gastroenterology, Asahi General Hospital, Asahi, Japan
| | - Kazuya Kariyama
- Department of Gastroenterology, Okayama City Hospital, Okayama, Japan
| | - Toru Ishikawa
- Department of Gastroenterology, Saiseikai Niigata Daini Hospital, Niigata, Japan
| | - Kazuto Tajiri
- Department of Gastroenterology, Toyama University Hospital, Toyama, Japan
| | - Hironori Ochi
- Hepato-Biliary Center, Matsuyama Red Cross Hospital, Matsuyama, Japan
| | - Toshifumi Tada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu, Japan
| | - Hidenori Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu, Japan
| | - Kazuhiro Nouso
- Department of Gastroenterology, Okayama City Hospital, Okayama, Japan
| | - Kouji Joko
- Hepato-Biliary Center, Matsuyama Red Cross Hospital, Matsuyama, Japan
| | - Hideki Kawasaki
- Gastroenterology Center, Ehime Prefectural Central Hospital, Ehime, Japan
| | - Yoichi Hiasa
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Kojiro Michitaka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Ehime, Japan
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40
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Liu PH, Hsu CY, Hsia CY, Lee YH, Chiou YY, Huang YH, Lee FY, Lin HC, Hou MC, Huo TI. ALBI and PALBI grade predict survival for HCC across treatment modalities and BCLC stages in the MELD Era. J Gastroenterol Hepatol 2017; 32:879-886. [PMID: 27696519 DOI: 10.1111/jgh.13608] [Citation(s) in RCA: 119] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/24/2016] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIM The severity of liver dysfunction in hepatocellular carcinoma (HCC) is often estimated with Child-Turcotte-Pugh (CTP) classification or model for end-stage liver disease (MELD) score. We aim to investigate the performance of albumin-bilirubin (ALBI) and platelet-albumin-bilirubin (PALBI) grade, which are recently reported to be simple and objective measurements for liver reserve in HCC. METHODS Between 2002 and 2014, consecutive 3182 HCC patients were enrolled to follow up their survival. The area under receiver-operator-characteristic curve (AUC) was calculated to test the discriminatory powers over 1-year, 3-year, and 5-year survival. RESULTS Significant survival differences were found across all ALBI and PALBI grades (both P < 0.001). The majority (73%) of patients were CTP class A. Within CTP class A, ALBI revealed two prognostic groups while PALBI segregated three prognostic groups. The PABLI grade also identified three different survival groups for patients undergoing resection, ablation, and chemoembolization. Both ALBI and PALBI grade were capable of discerning survival among different HCC stages. The PALBI grade had significantly higher AUC compared with CTP classification and ALBI grade at 1, 3, and 5 years. For CTP class A patients, the PALBI grade was also associated with significantly higher AUC compared with ALBI grade at 1-year and 3-year intervals. The MELD score has the lowest AUC compared with other systems. CONCLUSIONS Both ALBI and PALBI grade are adequate models to assess liver dysfunction in HCC. The PALBI grade is consistently better in all patients, in patients with minimally decreased liver function, and in patients receiving different aggressive therapies.
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Affiliation(s)
- Po-Hong Liu
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Chia-Yang Hsu
- Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Department of Internal Medicine, University of Nevada School of Medicine, Reno, Nevada, USA
| | - Cheng-Yuan Hsia
- Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Yun-Hsuan Lee
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Yi-You Chiou
- Department of Radiology, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Yi-Hsiang Huang
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Institute of Clinical Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Fa-Yauh Lee
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Han-Chieh Lin
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Ming-Chih Hou
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan
| | - Teh-Ia Huo
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.,Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.,Institute of Pharmacology, National Yang-Ming University School of Medicine, Taipei, Taiwan
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Pinato DJ, Yen C, Bettinger D, Ramaswami R, Arizumi T, Ward C, Pirisi M, Burlone ME, Thimme R, Kudo M, Sharma R. The albumin-bilirubin grade improves hepatic reserve estimation post-sorafenib failure: implications for drug development. Aliment Pharmacol Ther 2017; 45:714-722. [PMID: 28116800 DOI: 10.1111/apt.13904] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Revised: 10/20/2016] [Accepted: 11/24/2016] [Indexed: 12/18/2022]
Abstract
BACKGROUND Drug development in hepatocellular carcinoma (HCC) is limited by disease heterogeneity, with hepatic reserve being a major source of variation in survival outcomes. The albumin-bilirubin (ALBI) grade is a validated index of liver function in patients with HCC. AIM To test the accuracy of the ALBI grade in predicting post-sorafenib overall survival (PSOS) in patients who permanently discontinued treatment. METHODS From a prospectively maintained international database of 447 consecutive referrals, we derived 386 eligible patients treated with sorafenib within Barcelona Clinic Liver Cancer C stage (62%), 75% of whom were of Child class A at initiation. Clinical variables at sorafenib discontinuation were analysed for their impact on post-sorafenib overall survival using uni- and multivariable analyses. RESULTS Median post-sorafenib overall survival of the 386 eligible patients was 3.4 months and median sorafenib duration was 2.9 months, with commonest causes of cessation being disease progression (68%) and toxicity (24%). At discontinuation, 92 patients (24%) progressed to terminal stage, due to worsening Child class to C in 40 (10%). Median post-sorafenib overall survival in patients eligible for second-line therapies (n = 294) was 17.5, 7.5 and 1.9 months according respectively to ALBI grade 1, 2 and 3 (P < 0.001). CONCLUSIONS The ALBI grade at sorafenib discontinuation identifies a subset of patients with prolonged stability of hepatic reserve and superior survival. This may allow improved patient selection for second-line therapies in advanced HCC.
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Affiliation(s)
- D J Pinato
- Department of Surgery & Cancer, Hammersmith Campus of Imperial College London, London, UK
| | - C Yen
- Department of Surgery & Cancer, Hammersmith Campus of Imperial College London, London, UK
| | - D Bettinger
- Department of Medicine II, University Hospital Freiburg, Freiburg, Germany
| | - R Ramaswami
- Department of Surgery & Cancer, Hammersmith Campus of Imperial College London, London, UK
| | - T Arizumi
- Department of Gastroenterology and Hepatology, Kindai University School of Medicine, Osaka, Japan
| | - C Ward
- Department of Surgery & Cancer, Hammersmith Campus of Imperial College London, London, UK
| | - M Pirisi
- Department of Translational Medicine, Università degli Studi del Piemonte Orientale "A. Avogadro", Novara, Italy.,Interdisciplinary Research Center of Autoimmune Diseases, Università degli Studi del Piemonte Orientale "A. Avogadro", Novara, Italy
| | - M E Burlone
- Department of Translational Medicine, Università degli Studi del Piemonte Orientale "A. Avogadro", Novara, Italy
| | - R Thimme
- Department of Medicine II, University Hospital Freiburg, Freiburg, Germany
| | - M Kudo
- Department of Gastroenterology and Hepatology, Kindai University School of Medicine, Osaka, Japan
| | - R Sharma
- Department of Surgery & Cancer, Hammersmith Campus of Imperial College London, London, UK
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