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Martinino A, Bucaro A, Cardella F, Wazir I, Frongillo F, Ardito F, Giovinazzo F. Liver transplantation vs liver resection in HCC: promoting extensive collaborative research through a survival meta-analysis of meta-analyses. Front Oncol 2024; 14:1366607. [PMID: 38567152 PMCID: PMC10986178 DOI: 10.3389/fonc.2024.1366607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 02/13/2024] [Indexed: 04/04/2024] Open
Abstract
Background HCC is a major global health concern, necessitating effective treatment strategies. This study conducts a meta-analysis of meta-analyses comparing liver resection (LR) and liver transplantation (LT) for HCC. Methods The systematic review included meta-analyses comparing liver resection vs. liver transplantation in HCC, following PRISMA guidelines. Primary outcomes included 5-year overall survival (OS) and disease-free survival (DFS). AMSTAR-2 assessed study quality. Citation matrix and hierarchical clustering validated the consistency of the included studies. Results A search identified 10 meta-analyses for inclusion. The median Pearson correlation coefficient for citations was 0.59 (IQR 0.41-0.65). LT showed better 5-year survival and disease-free survival in all HCC (OR): 0.79; 95% CI: 0.67-0.93, I^2:57% and OR: 0.44; 95% CI: 0.25-0.75, I^2:96%). Five-year survival in early HCC and ITT was 0.63 (95% CI: 0.50-0.78, I^2:0%) and 0.60 (95% CI: 0.39-0.92, I^2:0%). Salvage LT vs. Primary LT did not differ between 5-year survival and disease-free survival (OR: 0.62; 95% CI: 0.33-1.15, I^2:0% and 0.93; 95% CI: 0.82-1.04, I^2:0%). Conclusion Overall, the study underscores the superior survival outcomes associated with LT over LR in HCC treatment, supported by comprehensive meta-analysis and clustering analysis. There was no difference in survival or recurrence rate between salvage LT and primary LT. Therefore, considering the organ shortage, HCC can be resected and transplanted in case of recurrence.
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Affiliation(s)
| | - Angela Bucaro
- General Surgery and Liver Transplant Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Francesca Cardella
- Surgical Oncology of Gastrointestinal Tract Unit, Vanvitelli University, Naples, Italy
| | - Ishaan Wazir
- Vardhaman Mahavir Medical College & Safdarjung Hospital, New Delhi, India
| | - Francesco Frongillo
- General Surgery and Liver Transplant Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Francesco Ardito
- Hepatobilairy and General Surgery Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Francesco Giovinazzo
- General Surgery and Liver Transplant Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
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Wang J, Bao J, Wang R, Hong J, Zhang L, Que Q, Xu S, Wu Y, Zhan Q, Liu Y, Liu J, Zheng S, Ling S, Xu X. The predictive value of the modified AFP model for liver transplantation outcomes in multinodular hepatocellular carcinoma patients. World J Surg Oncol 2023; 21:104. [PMID: 36967432 PMCID: PMC10041809 DOI: 10.1186/s12957-023-02994-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 03/18/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND There is a lack of studies focusing on the benefit of liver transplantation (LT) in hepatocellular carcinoma (HCC) patients with > 3 tumors. This study aims to establish a model to effectively predict overall survival in Chinese HCC patients with multiple tumors (> 3 tumors) who undergo LT. METHODS This retrospective study included 434 HCC liver transplant recipients from the China Liver Transplant Registry. All HCC patients had more than 3 tumor nodules. Three selection criteria systems (i.e., AFP, Metroticket 2.0, and Up-to-7) were compared regarding the prediction of HCC recurrence. The modified AFP model was established by univariate and multivariate competing risk analyses. RESULTS The AFP score 2 and the AFP score ≥ 3 groups had 5-year recurrence rates of 19.6% and 40.5% in our cohort. The prediction of HCC recurrence based on the AFP model was associated with a c-statistic of 0.606, which was superior to the Up-to-7 and Metroticket 2.0 models. AFP level > 1000 ng/mL, largest tumor size ≥ 8 cm, vascular invasion, and MELD score ≥ 15 were associated with overall survival. The 5-year survival rate in the modified AFP score 0 group was 71.7%. CONCLUSIONS The AFP model is superior in predicting tumor recurrence in HCC patients with > 3 tumors prior to LT. With the modified AFP model, patients likely to derive sufficient benefit from LT can be identified.
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Affiliation(s)
- Jingrui Wang
- Department of Hepatobiliary and Pancreatic Surgery, The Center for Integrated Oncology and Precision Medicine, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
- Zhejiang University School of Medicine, Hangzhou, 310006, China
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China
| | - Jiaqi Bao
- Zhejiang Chinese Medical University, Hangzhou, 310058, China
| | - Rui Wang
- Zhejiang University School of Medicine, Hangzhou, 310006, China
| | - Jiachen Hong
- Hangzhou Normal University, Hangzhou, 311121, China
| | - Lincheng Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The Center for Integrated Oncology and Precision Medicine, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
- Zhejiang University School of Medicine, Hangzhou, 310006, China
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China
| | - Qingyang Que
- Department of Hepatobiliary and Pancreatic Surgery, The Center for Integrated Oncology and Precision Medicine, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
- Zhejiang University School of Medicine, Hangzhou, 310006, China
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China
| | - Shengjun Xu
- Department of Hepatobiliary and Pancreatic Surgery, The Center for Integrated Oncology and Precision Medicine, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
- Zhejiang University School of Medicine, Hangzhou, 310006, China
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China
| | - Yongfeng Wu
- Department of Hepatobiliary and Pancreatic Surgery, The Center for Integrated Oncology and Precision Medicine, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
| | - Qifan Zhan
- Department of Hepatobiliary and Pancreatic Surgery, The Center for Integrated Oncology and Precision Medicine, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China
- Zhejiang University School of Medicine, Hangzhou, 310006, China
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China
| | - Yuchen Liu
- Zhejiang Chinese Medical University, Hangzhou, 310058, China
| | - Jimin Liu
- Department of Pathology and Molecular Medicine, Faculty of Health Sciences, McMaster University, Hamilton, ON, L8S 4K1, Canada
| | - Shusen Zheng
- Zhejiang University School of Medicine, Hangzhou, 310006, China
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China
- National Center for Healthcare Quality Management of Liver Transplant, Hangzhou, 310003, China
- Shulan (Hangzhou) Hospital, Hangzhou, 310003, China
| | - Sunbin Ling
- Department of Hepatobiliary and Pancreatic Surgery, The Center for Integrated Oncology and Precision Medicine, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China.
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China.
| | - Xiao Xu
- Zhejiang University School of Medicine, Hangzhou, 310006, China.
- Institute of Organ Transplantation, Zhejiang University, Hangzhou, 310003, China.
- National Center for Healthcare Quality Management of Liver Transplant, Hangzhou, 310003, China.
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Hu J, Gong N, Li D, Deng Y, Chen J, Luo D, Zhou W, Xu K. Identifying hepatocellular carcinoma patients with survival benefits from surgery combined with chemotherapy: based on machine learning model. World J Surg Oncol 2022; 20:377. [PMID: 36451200 PMCID: PMC9714169 DOI: 10.1186/s12957-022-02837-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 10/03/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is still fatal even after surgical resection. The purpose of this study was to analyze the prognostic factors of 5-year survival rate and to establish a model to identify HCC patients with gain of surgery combined with chemotherapy. METHODS All patients with HCC after surgery from January 2010 to December 2015 were selected from the Surveillance, Epidemiology, and End Results (SEER) database. Univariate and multivariate logistic analysis were used to analyze the prognostic factors of patients, and the risk prediction model of 5-year survival rate of HCC patients was established by classical decision tree method. Propensity score matching was used to eliminate the confounding factors of whether to receive chemotherapy in high-risk group or low-risk group. RESULTS One-thousand six-hundred twenty-five eligible HCC patients were included in the study. Marital status, α-fetoprotein (AFP), vascular infiltration, tumor size, number of lesions, and grade were independent prognostic factors affecting the 5-year survival rate of HCC patients. The area under the curve of the 5-year survival risk prediction model constructed from the above variables was 0.76, and the classification accuracy, precision, recall, and F1 scores were 0.752, 0.83, 0.842, and 0.836, respectively. High-risk patients classified according to the prediction model had better 5-year survival rate after chemotherapy, while there was no difference in 5-year survival rate between patients receiving chemotherapy and patients not receiving chemotherapy in the low-risk group. CONCLUSIONS The 5-year survival risk prediction model constructed in this study provides accurate survival prediction information. The high-risk patients determined according to the prediction model may benefit from the 5-year survival rate after combined chemotherapy.
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Affiliation(s)
- Jie Hu
- grid.431010.7Department of Gastrointestinal Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan China
| | - Ni Gong
- grid.431010.7Department of Nursing, The Third Xiangya Hospital of Central South University, Changsha, Hunan China
| | - Dan Li
- grid.431010.7Department of Gastrointestinal Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan China
| | - Youyuan Deng
- Department of General Surgery, The Central Hospital of Xiangtan City, Xiangtan, Hunan China
| | - Jiawei Chen
- Department of Rehabilitation, The Central Hospital of Xiangtan City, Xiangtan, Hunan China
| | - Dingan Luo
- grid.412521.10000 0004 1769 1119Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wei Zhou
- grid.413856.d0000 0004 1799 3643Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan China ,grid.414880.1Department of Radiology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan China
| | - Ke Xu
- grid.413856.d0000 0004 1799 3643Clinical Medical College, Chengdu Medical College, Chengdu, Sichuan China ,grid.414880.1Department of Oncology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan China ,Key Clinical Specialty of Sichuan Province, Chengdu, Sichuan China
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Koh JH, Tan DJH, Ong Y, Lim WH, Ng CH, Tay PWL, Yong JN, Muthiah MD, Tan EX, Pang NQ, Kim BK, Syn N, Kow A, Goh BKP, Huang DQ. Liver resection versus liver transplantation for hepatocellular carcinoma within Milan criteria: a meta-analysis of 18,421 patients. Hepatobiliary Surg Nutr 2022; 11:78-93. [PMID: 35284509 DOI: 10.21037/hbsn-21-350] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 11/09/2021] [Indexed: 12/24/2022]
Abstract
Background Outcomes after liver resection (LR) and liver transplantation (LT) for hepatocellular carcinoma (HCC) are heterogenous and may vary by region, over time periods and disease burden. We aimed to compare overall survival (OS) and disease-free survival (DFS) between LT versus LR for HCC within the Milan criteria. Methods Two authors independently searched Medline and Embase databases for studies comparing survival after LT and LR for patients with HCC meeting the Milan criteria. Meta-analyses and metaregression were conducted using random-effects models. Results We screened 2,278 studies and included 35 studies with 18,421 patients. LR was associated with poorer OS [hazard ratio (HR) =1.44; 95% confidence interval (CI): 1.14-1.81; P<0.01] and DFS (HR =2.71; 95% CI: 2.23-3.28; P<0.01) compared to LT, with similar findings among intention-to-treat (ITT) studies. In uninodular disease, OS in LR was comparable to LT (P=0.13) but DFS remained poorer (HR =2.95; 95% CI: 2.30-3.79; P<0.01). By region, LR had poorer OS versus LT in North America and Europe (P≤0.01), but not Asia (P=0.25). LR had inferior survival versus LT in studies completed before 2010 (P=0.01), but not after 2010 (P=0.12). Cohorts that underwent enhanced surveillance had comparable OS after LT and LR (P=0.33), but cohorts undergoing usual surveillance had worse OS after LR (HR =1.95; 95% CI: 1.24-3.07; P<0.01). Conclusions Mortality after LR for HCC is nearly 50% higher compared to LT. Survival between LR and LT were similar in uninodular disease. The risk of recurrence after LR is threefold that of LT.
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Affiliation(s)
- Jin Hean Koh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Darren Jun Hao Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yuki Ong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Wen Hui Lim
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Cheng Han Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Phoebe Wen Lin Tay
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Jie Ning Yong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Mark D Muthiah
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.,National University Centre for Organ Transplantation, National University Health System, Singapore, Singapore
| | - Eunice X Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.,National University Centre for Organ Transplantation, National University Health System, Singapore, Singapore
| | - Ning Qi Pang
- National University Centre for Organ Transplantation, National University Health System, Singapore, Singapore.,Division of Hepatobiliary & Pancreatic Surgery, Department of Surgery, National University Hospital, Singapore, Singapore
| | - Beom Kyung Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.,Yonsei Liver Center, Severance Hospital, Yonsei University Health System, Seoul, Republic of Korea
| | - Nicholas Syn
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Biostatistics and Modelling Domain, Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Alfred Kow
- National University Centre for Organ Transplantation, National University Health System, Singapore, Singapore.,Division of Hepatobiliary & Pancreatic Surgery, Department of Surgery, National University Hospital, Singapore, Singapore
| | - Brian K P Goh
- Department of Hepato-Pancreato-Biliary and Transplant Surgery, Division of Surgery, Singapore General Hospital, Singapore, Singapore.,Liver Transplant Service, SingHealth Duke-NUS Transplant Centre, Singapore, Singapore
| | - Daniel Q Huang
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.,Division of Gastroenterology and Hepatology, Department of Medicine, National University Hospital, Singapore, Singapore.,National University Centre for Organ Transplantation, National University Health System, Singapore, Singapore
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