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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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Wu X, Lokken RP, Mehta N. Optimal treatment for small HCC (<3 cm): Resection, liver transplantation, or locoregional therapy? JHEP Rep 2023; 5:100781. [PMID: 37456674 PMCID: PMC10339255 DOI: 10.1016/j.jhepr.2023.100781] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 03/30/2023] [Indexed: 07/18/2023] Open
Abstract
Hepatocellular carcinoma (HCC) remains the most common form of liver cancer, accounting for 90% of all primary liver cancers. Up to 30% of HCC cases could be small (2-3 cm in diameter) at the time of diagnosis with advances in imaging techniques and surveillance programmes. Treating patients with early-stage HCC can be complex and often requires interdisciplinary care, owing to the wide and increasing variety of treatment options, which include liver resection, liver transplantation, and various locoregional therapies offered by interventional radiology and radiation oncology. Decisions regarding the optimal management strategy for a patient involve many considerations, including patient- and tumour-specific characteristics, as well as socioeconomic factors. In this review, we aim to comprehensively summarise the commonly used therapies for single, small HCC (<3 cm), with a focus on the impact of tumour size (<2 cm vs. 2-3 cm), as well as a brief discussion on the cost-effectiveness of the different treatment options.
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Affiliation(s)
- Xiao Wu
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA
| | - Ryan Peter Lokken
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA
| | - Neil Mehta
- Department of General Hepatology and Liver Transplantation, University of California, San Francisco, CA, USA
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Pham AD, Vaz K, Ardalan ZS, Sinclair M, Apostolov R, Gardner S, Majeed A, Mishra G, Kam NM, Patwala K, Kutaiba N, Arachchi N, Bell S, Dev AT, Lubel JS, Nicoll AJ, Sood S, Kemp W, Roberts SK, Fink M, Testro AG, Angus PW, Gow PJ. Clinical outcomes of patients with two small hepatocellular carcinomas. World J Hepatol 2021; 13:1439-1449. [PMID: 34786178 PMCID: PMC8568581 DOI: 10.4254/wjh.v13.i10.1439] [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: 04/25/2021] [Revised: 06/28/2021] [Accepted: 09/02/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Management of single small hepatocellular carcinoma (HCC) is straightforward with curative outcomes achieved by locoregional therapy or resection. Liver transplantation is often considered for multiple small or single large HCC. Management of two small HCC whether presenting synchronously or sequentially is less clear.
AIM To define the outcomes of patients presenting with two small HCC.
METHODS Retrospective review of HCC databases from multiple institutions of patients with either two synchronous or sequential HCC ≤ 3 cm between January 2000 and March 2018. Primary outcomes were overall survival (OS) and transplant-free survival (TFS).
RESULTS 104 patients were identified (male n = 89). Median age was 63 years (interquartile range 58-67.75) and the most common aetiology of liver disease was hepatitis C (40.4%). 59 (56.7%) had synchronous HCC and 45 (43.3%) had sequential. 36 patients died (34.6%) and 25 were transplanted (24.0%). 1, 3 and 5-year OS was 93.0%, 66.1% and 62.3% and 5-year post-transplant survival was 95.8%. 1, 3 and 5-year TFS was 82.1%, 45.85% and 37.8%. When synchronous and sequential groups were compared, OS (1,3 and 5 year synchronous 91.3%, 63.8%, 61.1%, sequential 95.3%, 69.5%, 64.6%, P = 0.41) was similar but TFS was higher in the sequential group (1,3 and 5 year synchronous 68.5%, 37.3% and 29.7%, sequential 93.2%, 56.6%, 48.5%, P = 0.02) though this difference did not remain during multivariate analysis.
CONCLUSION TFS in patients presenting with two HCC ≤ 3 cm is poor regardless of the timing of the second tumor. All patients presenting with two small HCC should be considered for transplantation.
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Affiliation(s)
- Anh Duy Pham
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
| | - Karl Vaz
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
| | - Zaid S Ardalan
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
- Department of Gastroenterology, Alfred Health, Melbourne 3000, Victoria, Australia
| | - Marie Sinclair
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
| | - Ross Apostolov
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
| | - Sarah Gardner
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
| | - Ammar Majeed
- Department of Gastroenterology, Alfred Health, Melbourne 3000, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- Central Clinical School, Monash University, Melbourne 3004, Victoria, Australia
| | - Gauri Mishra
- Department of Gastroenterology and Hepatology, Monash Health, Clayton 3168, Victoria, Australia
| | - Ning Mao Kam
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
| | - Kurvi Patwala
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
| | - Numan Kutaiba
- Department of Radiology, Austin Health, Heidelberg 3084, Victoria, Australia
- Department of Radiology, Eastern Health, Box Hill 3128, Victoria, Australia
| | - Niranjan Arachchi
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- Department of Gastroenterology, Western Health, Footscray 3011, Victoria, Australia
| | - Sally Bell
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
- Department of Gastroenterology and Hepatology, Monash Health, Clayton 3168, Victoria, Australia
| | - Anouk T Dev
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- Department of Gastroenterology and Hepatology, Monash Health, Clayton 3168, Victoria, Australia
| | - John S Lubel
- Department of Gastroenterology, Alfred Health, Melbourne 3000, Victoria, Australia
- Central Clinical School, Monash University, Melbourne 3004, Victoria, Australia
| | - Amanda J Nicoll
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- Department of Gastroenterology, Eastern Health, Box Hill 3128, Victoria, Australia
| | - Siddharth Sood
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
- Department of Gastroenterology, Royal Melbourne Hospital, Parkville 3050, Victoria, Australia
| | - William Kemp
- Department of Gastroenterology, Alfred Health, Melbourne 3000, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- Central Clinical School, Monash University, Melbourne 3004, Victoria, Australia
| | - Stuart K Roberts
- Department of Gastroenterology, Alfred Health, Melbourne 3000, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- Central Clinical School, Monash University, Melbourne 3004, Victoria, Australia
| | - Michael Fink
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
| | - Adam G Testro
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
| | - Peter W Angus
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
| | - Paul J Gow
- The Victorian Liver Transplant Unit, Austin Health, Heidelberg 3084, Victoria, Australia
- The Melbourne Liver Group, Melbourne 3000, Victoria, Australia
- The University of Melbourne, Parkville 3010, Victoria, Australia
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Highly differential count of circulating and tumor infiltrating immune cells in patients with non-HCV/non-HBV hepatocellular carcinoma. Cancer Immunol Immunother 2021; 71:1103-1113. [PMID: 34585256 PMCID: PMC9015997 DOI: 10.1007/s00262-021-03061-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 09/16/2021] [Indexed: 01/13/2023]
Abstract
Background Liver transplantation and liver resection are curative options for early hepatocellular carcinoma (HCC). The outcome is in part depended on the immunological response to the malignancy. In this study, we aimed to identify immunological profiles of non-HCV/non-HBV HCC patients. Methods Thirty-nine immune cell subsets were measured with multicolor flow cytometry. This immunophenotyping was performed in peripheral blood (PB) and tumor specimens of 10 HCC resection patients and 10 healthy donors. The signatures of the highly differential leukocyte count (hDIF) were analyzed using multidimensional techniques. Functional capability was measured using intracellular IFN-γ staining (Trial Registration DRKS00013567). Results The hDIF showed activation (subsets of T-, B-, NK- and dendritic cells) and suppression (subsets of myeloid-derived suppressor cells and T- and B-regulatory cells) of the antitumor response. Principal component analysis of PB and tumor infiltrating leukocytes (TIL) illustrated an antitumor activating gradient. TILs showed functional capability by secreting IFN-γ but did not kill HCC cells. Conclusions In conclusion, the measurement of the hDIF shows distinct differences in immune reactions against non-HBV/non-HCV HCC and illustrates an immunosuppressive gradient toward peripheral blood. Trial Registration DRKS00013567 Supplementary Information The online version contains supplementary material available at 10.1007/s00262-021-03061-9.
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Beumer BR, de Wilde RF, Metselaar HJ, de Man RA, Polak WG, Ijzermans JNM. The Treatment Effect of Liver Transplantation versus Liver Resection for HCC: A Review and Future Perspectives. Cancers (Basel) 2021; 13:cancers13153730. [PMID: 34359629 PMCID: PMC8345205 DOI: 10.3390/cancers13153730] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 07/19/2021] [Accepted: 07/22/2021] [Indexed: 12/17/2022] Open
Abstract
For patients presenting with hepatocellular carcinoma within the Milan criteria, either liver resection or liver transplantation can be performed. However, to what extent either of these treatment options is superior in terms of long-term survival is unknown. Obviously, the comparison of these treatments is complicated by several selection processes. In this article, we comprehensively review the current literature with a focus on factors accounting for selection bias. Thus far, studies that did not perform an intention-to-treat analysis conclude that liver transplantation is superior to liver resection for early-stage hepatocellular carcinoma. In contrast, studies performing an intention-to-treat analysis state that survival is comparable between both modalities. Furthermore, all studies demonstrate that disease-free survival is longer after liver transplantation compared to liver resection. With respect to the latter, implications of recurrences for survival are rarely discussed. Heterogeneous treatment effects and logical inconsistencies indicate that studies with a higher level of evidence are needed to determine if liver transplantation offers a survival benefit over liver resection. However, randomised controlled trials, as the golden standard, are believed to be infeasible. Therefore, we suggest an alternative research design from the causal inference literature. The rationale for a regression discontinuity design that exploits the natural experiment created by the widely adopted Milan criteria will be discussed. In this type of study, the analysis is focused on liver transplantation patients just within the Milan criteria and liver resection patients just outside, hereby ensuring equal distribution of confounders.
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Affiliation(s)
- Berend R. Beumer
- Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC, University Medical Centre Rotterdam, 3015AA Rotterdam, The Netherlands; (B.R.B.); (R.F.d.W.); (W.G.P.)
| | - Roeland F. de Wilde
- Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC, University Medical Centre Rotterdam, 3015AA Rotterdam, The Netherlands; (B.R.B.); (R.F.d.W.); (W.G.P.)
| | - Herold J. Metselaar
- Department of Gastroenterology and Hepatology, Erasmus MC Transplant Institute, Erasmus MC, University Medical Centre Rotterdam, 3015AA Rotterdam, The Netherlands; (H.J.M.); (R.A.d.M.)
| | - Robert A. de Man
- Department of Gastroenterology and Hepatology, Erasmus MC Transplant Institute, Erasmus MC, University Medical Centre Rotterdam, 3015AA Rotterdam, The Netherlands; (H.J.M.); (R.A.d.M.)
| | - Wojciech G. Polak
- Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC, University Medical Centre Rotterdam, 3015AA Rotterdam, The Netherlands; (B.R.B.); (R.F.d.W.); (W.G.P.)
| | - Jan N. M. Ijzermans
- Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC, University Medical Centre Rotterdam, 3015AA Rotterdam, The Netherlands; (B.R.B.); (R.F.d.W.); (W.G.P.)
- Correspondence: ; Tel.: +31-010-7032396
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Dastyar A, Nikoupour H, Shamsaeefar A, Arasteh P, BurBur A, Kazemi K, Dehghani M, Ghazimoghaddam S, Sanaei AK, Eghlimi H, Malekhosseini SA, Nikeghbalian S. Liver Transplantation in Hepatocellular Carcinoma: Experiences from the Shiraz Transplant Center. Int J Organ Transplant Med 2021; 12:9-19. [PMID: 34987736 PMCID: PMC8717964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023] Open
Abstract
BACKGROUND Studies evaluating liver transplantation (LT) in hepatocellular carcinoma (HCC) in the Middle East have been scarce, mainly due to intricacy of this type of surgery. OBJECTIVE In here we report our experiences with LT among patients with HCC cirrhosis.Methods: All patients who underwent LT with primary diagnosis of HCC older than 18 years old, during 2004 to 2019, were initially included in our study. RESULTS Overall, 124 patients entered our study, among which majority were males (86.3%). Mean (SD) age of patients was 53.1±10.6 years old. Most common underlying liver diseases were HBV (55.6%) and HCV infections (12.1%). Mean MELD score of patients was 18±5.5. Child-Pugh score of most patients was class B (50%). Mean (SD) duration of hospitalization was 12.1±3.5 days. Patients were followed for a median of 32 (9, 62) months. The most common causes of death were recurrence of HCC (47.7%) and sepsis (34.1%). Median (IQR) duration to recurrence and death were 18 (4, 34) months and 17.5 (5.7, 44.5) months, respectively. One-year survival (89%, 86.4%, and 63.2%, respectively) (p=0.011) and one-year DFS (89%, 86.4%, and 57.9%, respectively) (p=0.001) was significant different between those who were selected based on the Milan, UCSF and extended criteria. CONCLUSION Our study provides valuable experiences on LT and HCC from one of the largest LT centers in the world. Accordingly, we found that the Milan criterion provides the best survival compared to the UCSF and our extended criteria for patient selection.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - S. Nikeghbalian
- Shiraz Transplant Center, Abu Ali Sina Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
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Schoenberg MB, Anger HJW, Bucher JN, Denk G, De Toni EN, Seidensticker M, Andrassy J, Angele MK, Werner J, Guba MO. Liver Transplantation for Extended Criteria Hepatocellular Carcinoma Using Stable Response to Locoregional Therapy and Alpha-Fetoprotein as Selection Criteria. Visc Med 2020; 36:506-515. [PMID: 33447607 PMCID: PMC7768105 DOI: 10.1159/000506752] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 02/17/2020] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Current practice to only prioritize hepatocellular carcinoma (HCC) that fulfill the Milan criteria (INMC) is changing, since it causes the exclusion of patients who could benefit from liver transplantation. To select patients outside MC (OUTMC) for transplantation, we implemented extended selection criteria without up-front morphometric restrictions containing surrogate parameters of tumor biology. METHODS OUTMC patients were considered without restrictions of morphometrics and received locoregional treatment after interdisciplinary consultation. Our dynamic selection criteria for OUTMC patients required (INMUC): (1) treatment response over (2) at least 6 months and (3) alpha-fetoprotein ≤400 ng/mL over the entire evaluation period. Patients with INMC tumors served as control and internal validation cohort. RESULTS 31 of 170 liver transplant candidates were OUTMC. Of these, 8 dropped out. The remaining 23 patients met the selection criteria and underwent transplantation. Recurrence-free survival was higher in patients transplanted INMC compared to those OUTMC INMUC (92.2% vs. 70.8%; p = 0.026) after 5 years of follow-up. Overall survival showed no significant difference (p = 0.552). With dynamic selection of transplant candidates, recurrence could also be predicted for the INMC patients as internal validation cohort (c-index: 0.896; CI 0.588-0.981, p = 0.005). CONCLUSION Dynamic selection criteria for the stratification of patients with OUTMC HCCs is feasible and allows for excellent long-term results and acceptable tumor recurrence rates comparable to INMC patients.
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Affiliation(s)
- Markus Bo Schoenberg
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | | | - Julian Nikolaus Bucher
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Gerald Denk
- Medical Department II, Ludwig-Maximilians-University Munich, Munich, Germany
- Transplantation Center Munich, Ludwig-Maximilians-University Munich, Campus Grosshadern, Munich, Germany
- Liver Center Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Enrico Narciso De Toni
- Medical Department II, Ludwig-Maximilians-University Munich, Munich, Germany
- Liver Center Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Max Seidensticker
- Department of Radiology, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Joachim Andrassy
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Martin Kurt Angele
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Jens Werner
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Markus Otto Guba
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
- Transplantation Center Munich, Ludwig-Maximilians-University Munich, Campus Grosshadern, Munich, Germany
- Liver Center Munich, Ludwig-Maximilians-University Munich, Munich, Germany
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Anger F, Klein I, Löb S, Wiegering A, Singh G, Sperl D, Götze O, Geier A, Lock JF. Preoperative Liver Function Guiding HCC Resection in Normal and Cirrhotic Liver. Visc Med 2020; 37:94-101. [PMID: 33977098 DOI: 10.1159/000508172] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 04/23/2020] [Indexed: 12/17/2022] Open
Abstract
Background Liver resection is the most effective available therapy for patients with hepatocellular carcinoma (HCC). The accurate selection of patients for surgery requires determination of technical resectability and the risk of recurrence, as well as assessment of liver function and functional reserve to avoid postoperative liver failure. Previous studies have underlined the effectiveness and reliability of the LiMAx® test to evaluate liver function preoperatively. Nevertheless, data concerning HCC evaluation are lacking. Methods From 2014 to 2019, 92 patients with HCC underwent additional assessment of liver function using the LiMAx test prior to decision for or against liver resection. Preoperative LiMAx results were compared between cirrhotic and noncirrhotic liver. The clinical decision for surgery was evaluated applying the various liver function parameters available. Results Forty-six patients underwent liver resection. The LiMAx results were higher in resected patients (388 vs. 322 µg/kg/h; p = 0.004). LiMAx values were an independent risk factor for the presence of liver cirrhosis in multivariate analysis. In 17 patients, surgical treatment was cancelled due to major impairment of liver function. Only 4 out of 46 resected patients presented with post-hepatectomy liver failure (PHLF) grade ≥B. Histologic assessment revealed liver cirrhosis in 10 resected patients without PHLF. Conclusion Preoperative determination of liver function by the LiMAx test enables effective and safe patient selection for HCC resection in both cirrhotic and noncirrhotic liver.
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Affiliation(s)
- Friedrich Anger
- Department of General, Visceral and Transplantation Surgery, University Hospital of Würzburg, Würzburg, Germany
| | - Ingo Klein
- Department of General, Visceral and Transplantation Surgery, University Hospital of Würzburg, Würzburg, Germany
| | - Stefan Löb
- Department of General, Visceral and Transplantation Surgery, University Hospital of Würzburg, Würzburg, Germany
| | - Armin Wiegering
- Department of General, Visceral and Transplantation Surgery, University Hospital of Würzburg, Würzburg, Germany
| | - Gurinder Singh
- Department of General, Visceral and Transplantation Surgery, University Hospital of Würzburg, Würzburg, Germany
| | - Dominique Sperl
- Department of General, Visceral and Transplantation Surgery, University Hospital of Würzburg, Würzburg, Germany
| | - Oliver Götze
- Department of Hepatology, University Hospital of Würzburg, Würzburg, Germany
| | - Andreas Geier
- Department of Hepatology, University Hospital of Würzburg, Würzburg, Germany
| | - Johan Friso Lock
- Department of General, Visceral and Transplantation Surgery, University Hospital of Würzburg, Würzburg, Germany
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Schoenberg MB, Bucher JN, Koch D, Börner N, Hesse S, De Toni EN, Seidensticker M, Angele MK, Klein C, Bazhin AV, Werner J, Guba MO. A novel machine learning algorithm to predict disease free survival after resection of hepatocellular carcinoma. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:434. [PMID: 32395478 PMCID: PMC7210189 DOI: 10.21037/atm.2020.04.16] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Background Due to organ shortage, liver transplantation (LT) in hepatocellular carcinoma (HCC) patients can only be offered subsidiary to other curative treatments, including liver resection (LR). We aimed at developing and validating a machine-learning algorithm (ML) to predict which patients are sufficiently treated by LR. Methods Twenty-six preoperatively available routine laboratory values along with standard clinical-pathological parameters [including the modified Glascow Prognostic Score (mGPS), the Kings Score (KS) and the Model of Endstage Liver Disease (MELD)] were retrieved from 181 patients who underwent partial LR due to HCC in non-cirrhosis or compensated cirrhosis from January 2007 through March 2018 at our institution. These data were processed using a Random Forest (RF)-based workflow, which included preprocessing, recursive feature elimination (RFE), resampling, training and cross-validation of the RF model. A subset of untouched patient data was used as a test cohort. Basing on the RF prediction, test data could be stratified according to high (HR) or low risk (LR) profile characteristics. Results RFE analysis provided 6 relevant outcome predictors: mGPS, aPTT, CRP, largest tumor size, number of lesions and age at time of operation. After down-sampling, the predictive value of our model was 0.788 (0.658-0.919) for early DFS. 16.7% of HR and 74.2% of LR patients survived 2 years of follow-up (P<0.001). Conclusions Our RF model, based solely on clinical parameters, proved to be a powerful predictor of DFS. These results warrant a prospective study to improve the model for selection of suitable candidates for LR as alternative to transplantation. The predictive model is available online: tiny.cc/hcc_model.
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Affiliation(s)
- Markus Bo Schoenberg
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Julian Nikolaus Bucher
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Dominik Koch
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Nikolaus Börner
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Sebastian Hesse
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany
| | | | - Max Seidensticker
- Klinik und Poliklinik für Radiologie, Ludwig-Maximilians-University, Munich, Germany
| | - Martin Kurt Angele
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Christoph Klein
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany
| | - Alexandr V Bazhin
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Jens Werner
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Markus Otto Guba
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany.,Department of Medicine II, University Hospital, LMU Munich, Munich, Germany
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Zhu S, Huang X, Zhang K, Tan W, Lin Z, He Q, Chen Y, Shang C. Low expression of long noncoding RNA CTC-297N7.9 predicts poor prognosis in patients with hepatocellular carcinoma. Cancer Med 2019; 8:7679-7692. [PMID: 31674731 PMCID: PMC6912069 DOI: 10.1002/cam4.2618] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 09/19/2019] [Accepted: 10/02/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Long noncoding RNAs (lncRNAs) are reported to play important roles in tumorigenesis of various malignant tumors. However, the clinical significance of aberrant lncRNA expression in hepatocellular carcinoma (HCC) is still elusive. METHODS Firstly, a differentially expressed lncRNA CTC-297N7.9 in HCC was detected by analyzing the data from The Cancer Genome Atlas (TCGA). Secondly, the expression level of CTC-297N7.9 was examined in four HCC cell lines and 60 pairs of HCC tissues by polymerase chain reaction (PCR) assay at our center. Thirdly, receiver operating characteristic (ROC) analysis was performed to evaluate the diagnostic value of CTC-297N7.9 for HCC. Correlation and survival analysis of HCC patients from the TCGA and our center were also carried out to assess the predictive value of CTC-297N7.9. Finally, survival prognostic models were established combining lncRNA expression and other clinical parameters. RESULTS The expression of CTC-297N7.9 was downregulated in HCC cell lines and HCC tissues. ROC curve revealed its significant diagnostic value in HCC. CTC-297N7.9 expression correlated with serum alpha-fetal protein (AFP), tumor stage, and tumor differentiation. Survival analysis indicated that overall survival (OS) and disease-free survival (DFS) are all positively associated with CTC-297N7.9 expression, especially in patients without viral hepatitis or cirrhosis. Cox regression analysis showed that CTC-297N7.9 expression level is an independent prognostic factor for both OS and DFS in HCC patients. Based on the model, CTC-297N7.9 was observed to be negatively correlated to risk score, indicating its role as a protective factor for HCC. CONCLUSION Our study demonstrated that the low expression of CTC-297N7.9 is associated with poor prognosis in HCC patients, suggesting its possible role as a potential prognostic marker for HCC.
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Affiliation(s)
- Sicong Zhu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China.,Department of SICU, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Xuelian Huang
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China.,Department of Anesthesiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Kelin Zhang
- Department of SICU, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Wenliang Tan
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Zhirong Lin
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Qing He
- Department of SICU, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Yajin Chen
- Department of Hepatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
| | - Changzhen Shang
- Department of Hepatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People's Republic of China
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11
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Scherber PR, Gäbelein G, Eisele RM, Igna D, Glanemann M. [Early stage liver cancer : Hepatocellular carcinoma]. Chirurg 2019; 89:281-288. [PMID: 29075797 DOI: 10.1007/s00104-017-0538-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Hepatocellular carcinoma (HCC) ranks among the most common primary cancers of the liver. The major risk factor for the formation of HCC is liver cirrhosis. The grade of cirrhosis as well as the extent of the tumor itself, can play an important role in the treatment options and patient prognosis. An operation aimed at an R0 resection is the treatment of choice for patients in an early stage of the disease and is associated with favorable long-term and recurrence-free survival. Liver transplantation offers an even better long-term survival rate after 5 years for selected patients with HCC meeting the Milan criteria as the underlying cirrhosis, the major risk factor for HCC recurrence, is simultaneously treated. Local tumor ablation is the least invasive curative surgical treatment, however, it is associated with an increased local recurrence rate; therefore, the early detection of tumors is of essential importance. As tumor-associated symptoms tend to arise only in advanced tumor stages, it is indispensable to identify patients with typical risk factors and to provide closely monitored screening examinations.
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Affiliation(s)
- P R Scherber
- Klinik für Allgemeine Chirurgie, Viszeral‑, Gefäß- und Kinderchirurgie, Universitätsklinikum des Saarlandes, Kirrbergerstraße 1, 66421, Homburg/Saar, Deutschland
| | - G Gäbelein
- Klinik für Allgemeine Chirurgie, Viszeral‑, Gefäß- und Kinderchirurgie, Universitätsklinikum des Saarlandes, Kirrbergerstraße 1, 66421, Homburg/Saar, Deutschland
| | - R M Eisele
- Klinik für Allgemeine Chirurgie, Viszeral‑, Gefäß- und Kinderchirurgie, Universitätsklinikum des Saarlandes, Kirrbergerstraße 1, 66421, Homburg/Saar, Deutschland
| | - D Igna
- Klinik für Allgemeine Chirurgie, Viszeral‑, Gefäß- und Kinderchirurgie, Universitätsklinikum des Saarlandes, Kirrbergerstraße 1, 66421, Homburg/Saar, Deutschland
| | - M Glanemann
- Klinik für Allgemeine Chirurgie, Viszeral‑, Gefäß- und Kinderchirurgie, Universitätsklinikum des Saarlandes, Kirrbergerstraße 1, 66421, Homburg/Saar, Deutschland.
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12
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Dynamics of Axl Receptor Shedding in Hepatocellular Carcinoma and Its Implication for Theranostics. Int J Mol Sci 2018; 19:ijms19124111. [PMID: 30567378 PMCID: PMC6321118 DOI: 10.3390/ijms19124111] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Revised: 12/14/2018] [Accepted: 12/17/2018] [Indexed: 12/20/2022] Open
Abstract
Signaling of the receptor tyrosine kinase Axl and its ligand Gas6 is crucially involved in the development of liver fibrosis and hepatocellular carcinoma (HCC) by activation of hepatic stellate cells and modulation of hepatocyte differentiation. Shedding of Axl’s ectodomain leads to the release of soluble Axl (sAxl), which is increased in advanced fibrosis and in early-to-late stage HCC in the presence and absence of cirrhosis. Here, we focus on the dynamics of Axl receptor shedding and delineate possible scenarios how Axl signaling might act as driver of fibrosis progression and HCC development. Based on experimental and clinical data, we discuss the consequences of modifying Axl signaling by sAxl cleavage, as well as cellular strategies to escape from antagonizing effects of Axl shedding by the involvement of the hepatic microenvironment. We emphasize a correlation between free Gas6 and free sAxl levels favoring abundant Gas6/Axl signaling in advanced fibrosis and HCC. The raised scenario provides a solid basis for theranostics allowing the use of sAxl as an accurate diagnostic biomarker of liver cirrhosis and HCC, as well as Axl receptor signaling for therapeutic intervention in stratified HCC patients.
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13
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Schoenberg MB, Hao J, Bucher JN, Miksch RC, Anger HJW, Mayer B, Mayerle J, Neumann J, Guba MO, Werner J, Bazhin AV. Perivascular Tumor-Infiltrating Leukocyte Scoring for Prognosis of Resected Hepatocellular Carcinoma Patients. Cancers (Basel) 2018; 10:cancers10100389. [PMID: 30340430 PMCID: PMC6210365 DOI: 10.3390/cancers10100389] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Revised: 09/24/2018] [Accepted: 09/27/2018] [Indexed: 02/08/2023] Open
Abstract
Liver resection is a curative treatment for hepatocellular carcinoma (HCC). Tumor-infiltrating leukocytes (TILs) are important players in predicting HCC recurrence. However, the invasive margin could not be confirmed as relevant for HCC. The migration of immune cells into HCC may originate from intratumoral vessels. No previous study has examined perivascular (PV) infiltration. Tumors from 60 patients were examined. Immunohistochemistry was performed against CD3, CD8, CD20, and CD66b. TILs were counted in the PV regions using an algorithm for quantification of the tumor immune stroma (QTiS). The results were correlated with overall (OS) and disease-free survival (DFS), clinical parameters, and laboratory values. PV infiltration of TILs was predominant in resected HCC. Higher PV infiltration of CD3⁺ (p = 0.016) and CD8⁺ (p = 0.028) independently predicted better OS and DFS, respectively. CD20⁺ showed a trend towards better DFS (p = 0.076). Scoring of CD3⁺, CD8⁺, and CD20⁺ independently predicted OS and DFS (p < 0.01). The amount of perivascular-infiltrating CD3⁺ cells is an independent predictor of better OS, and CD8⁺ cells independently predict prolonged DFS. Our novel perivascular infiltration scoring (PVIS) can independently predict both DFS and OS in resected HCC patients.
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Affiliation(s)
- Markus Bo Schoenberg
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Jingcheng Hao
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Chengdu Medical College, Chengdu 610513, China.
| | - Julian Nikolaus Bucher
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Rainer Christoph Miksch
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Hubertus Johann Wolfgang Anger
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Barbara Mayer
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Julia Mayerle
- Department of Medicine II, University Hospital, Ludwig-Maximilians-Universität Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Jens Neumann
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Markus Otto Guba
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
- Transplantation Center Munich, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
| | - Jens Werner
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
- German Cancer Consortium (DKTK), Partner Site Munich, Pettenkoferstraße 8a, 80336 Munich, Germany.
| | - Alexandr V Bazhin
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Marchioninistraße 15, 81377 Munich, Germany.
- German Cancer Consortium (DKTK), Partner Site Munich, Pettenkoferstraße 8a, 80336 Munich, Germany.
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14
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Zhu S, Tan W, Li W, Zhou R, Wu X, Chen X, Li W, Shang C, Chen Y. Low expression of VSIG4 is associated with poor prognosis in hepatocellular carcinoma patients with hepatitis B infection. Cancer Manag Res 2018; 10:3697-3705. [PMID: 30288101 PMCID: PMC6159793 DOI: 10.2147/cmar.s165822] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background V-set and immunoglobulin domain containing protein 4 (VSIG4) was reported to play an important role in tumorigenesis. However, the expression and clinical relevance in hepatocellular carcinoma (HCC) remain unknown. Materials and methods First, the mRNA profiles of HCC were screened from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus databases. VSIG4, a differentially expressed gene that has not been reported in HCC, was distinguished. Second, the correlation between VSIG4 expression and the prognosis of HCC patients from TCGA was analyzed. Third, VSIG4 mRNA level was detected in 36 pairs of HCC tissues and 4 HCC cell lines by PCR assay. And finally, prognosis analysis was assessed for 36 HCC patients with different expression levels of VSIG4. Results Bioinformatics analysis showed that VSIG4 expression was downregulated in HCC tissues, and the expression level of VSIG4 was negatively correlated with serum alpha fetal protein (AFP) level and tumor distant metastasis. Survival analysis of all HCC patients in TCGA indicated that the overall survival and disease-free survival were not significantly associated with VSIG4 expression. However, subgroup analysis showed that in the patients with hepatitis B virus-related HCC, both overall survival and disease-free survival were shorter in the low VSIG4 expression group. Our PCR results further showed that VSIG4 expression was significantly decreased in HCC tissues and HCC cell lines, and the disease-free survival in hepatitis B virus-related HCC patients with low VSIG4 expression was shorter than in those with high VSIG4 expression, which was consistent with the bioinformatics analysis results. Conclusion Our study suggests that VSIG4 is downregulated in HCC, and low expression of VSIG4 is associated with poor prognosis in hepatitis B virus-related HCC patients.
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Affiliation(s)
- Sicong Zhu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Wenliang Tan
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Wenxin Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Rui Zhou
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Xiaolin Wu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Xianqing Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China.,Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Wenda Li
- Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Changzhen Shang
- Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
| | - Yajin Chen
- Department of Hepatobiliary Surgery, Sun Yat- sen Memorial Hospital, Sun Yat-sen University, Guangzhou, People's Republic of China, ,
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