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Li H, Lin Z, Zhuo J, Yang M, Shen W, Hu Z, Ding Y, Chen H, He C, Yang X, Dong S, Wei X, Sun B, Zheng S, Lang R, Lu D, Xu X. TNFR2 is a potent prognostic biomarker for post-transplant lung metastasis in patients with hepatocellular carcinoma. Chin J Cancer Res 2023; 35:66-80. [PMID: 36910852 PMCID: PMC9992998 DOI: 10.21147/j.issn.1000-9604.2023.01.07] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 01/30/2023] [Indexed: 03/14/2023] Open
Abstract
Objective Lung metastasis is a common and fatal complication of liver transplantation for hepatocellular carcinoma (HCC). The precise prediction of post-transplant lung metastasis in the early phase is of great value. Methods The mRNA profiles of primary and paired lung metastatic lesions were analyzed to determine key signaling pathways. We enrolled 241 HCC patients who underwent liver transplantation from three centers. Tissue microarrays were used to evaluate the prognostic capacity of tumor necrosis factor (TNF), tumor necrosis factor receptor 1 (TNFR1), and TNFR2, particularly for post-transplant lung metastasis. Results Comparison of primary and lung metastatic lesions revealed that the TNF-dependent signaling pathway was related to lung metastasis of HCC. The expression of TNF was degraded in comparison to that in para-tumor tissues (P<0.001). The expression of key receptors in the TNF-dependent signaling pathway, TNFR1 and TNFR2, was higher in HCC tissues than in para-tumor tissues (P<0.001). TNF and TNFR1 showed no relationship with patients' outcomes, whereas elevated TNFR2 in tumor tissue was significantly associated with worse overall survival (OS) and increased recurrence risk (5-year OS rate: 31.9% vs. 62.5%, P<0.001). Notably, elevated TNFR2 levels were also associated with an increased risk of post-transplant lung metastasis (hazard ratio: 1.146; P<0.001). Cox regression analysis revealed that TNFR2, Hangzhou criteria, age, and hepatitis B surface antigen were independent risk factors for post-transplant lung metastasis, and a novel nomogram was established accordingly. The nomogram achieved excellent prognostic efficiency (area under time-dependent receiver operating characteristic =0.755, concordance-index =0.779) and was superior to conventional models, such as the Milan criteria. Conclusions TNFR2 is a potent prognostic biomarker for predicting post-transplant lung metastasis in patients with HCC. A nomogram incorporating TNFR2 deserves to be a helpful prognostic tool in liver transplantation for HCC.
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Affiliation(s)
- Huigang Li
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Zuyuan Lin
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Jianyong Zhuo
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Modan Yang
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Wei Shen
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Zhihang Hu
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Yichen Ding
- Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Hao Chen
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Chiyu He
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Xinyu Yang
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Siyi Dong
- National Center for Healthcare Quality Management in Liver Transplant, Hangzhou 310003, China
| | - Xuyong Wei
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Beicheng Sun
- Department of Hepatobiliary Surgery, the Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing 210008, China
| | - Shusen Zheng
- Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China.,National Center for Healthcare Quality Management in Liver Transplant, Hangzhou 310003, China.,Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China.,Department of Hepatobiliary and Pancreatic Surgery, Shulan (Hangzhou) Hospital, Hangzhou 311112, China.,NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Ren Lang
- Department of Hepatobiliary Surgery, Beijing Chaoyang Hospital Affiliated to Capital Medical University, Beijing 100020, China
| | - Di Lu
- Zhejiang University School of Medicine, Hangzhou 310058, China.,Key Laboratory of Integrated Oncology and Intelligent Medicine of Zhejiang Province, Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China
| | - Xiao Xu
- Zhejiang University School of Medicine, Hangzhou 310058, China.,The Institute for Organ Repair and Regenerative Medicine of Hangzhou, Hangzhou 310006, China.,Institute of Organ Transplantation, Zhejiang University, Hangzhou 310003, China.,National Center for Healthcare Quality Management in Liver Transplant, Hangzhou 310003, China
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Wang F, Fan S, Shi Q, Zhao D, Sun H, Sothea Y, Wu M, Song H, Chen Y, Cheng J, Zeng Z, Yan Z, He J, Liu L. Comparison of clinical outcomes between cone beam CT-guided thermal ablation and helical tomotherapy in pulmonary metastases from hepatocellular carcinoma. Front Oncol 2022; 12:947284. [PMID: 36059693 PMCID: PMC9428507 DOI: 10.3389/fonc.2022.947284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 07/25/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectiveThis retrospective study compares the clinical results of cone beam CT (CBCT)-guided thermal ablation with those of helical tomotherapy in hepatocellular carcinoma (HCC) patients with pulmonary metastases.MethodsA total of 110 patients undergoing thermal ablation or helical tomotherapy for pulmonary metastases from April 2014 to December 2020 were included in the study. The endpoints were local tumor progression-free survival (LTPFS), overall survival (OS), and complications. Univariate and multivariate analyses using the Cox proportional hazard model were conducted to identify independent factors (univariate: P < 0.1; multivariate: P < 0.05). The Kaplan–Meier method was used to calculate the LTPFS and OS rates.ResultsThe results of 106 patients were taken into the final analysis. The 1- and 3-year LTPFS rates were 50 and 19% for the thermal ablation group and 65 and 25% for the helical tomotherapy group. The median LTPFS in the thermal ablation group was 12.1 months, while it was 18.8 months in the helical tomotherapy group (P = 0.25). The 1- and 3-year OS rates were 75 and 26% for the thermal ablation group and 77 and 37% for the helical tomotherapy group. The median OS was 18.0 months in the thermal ablation group and 23.4 months in the helical tomotherapy group (P = 0.38). The multivariate analyses found that α-fetoprotein (AFP) at <400 ng/ml (P = 0.003) was significantly associated with better LTPFS. Tumor number <3 and AFP <400 ng/ml were favorable prognostic factors for OS. There were no grades 3–5 adverse events in both groups. Grade 2 was recorded in three patients (4.8%) in the thermal ablation group and two patients (4.7%) in the helical tomotherapy group.ConclusionsFor pulmonary metastases from HCC, CBCT-guided thermal ablation and helical tomotherapy provided comparable clinical effects and safety.
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Affiliation(s)
- Feihang Wang
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Shaonan Fan
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qin Shi
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Danyang Zhao
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Huiyi Sun
- Shanghai Medical College, Fudan University, Shanghai, China
| | - Yav Sothea
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Mengfei Wu
- Department of Computed Tomography (CT) and Magnetic Resonance Imaging (MRI), Third Hospital of Hebei Medical University, Shijiazhuang, China
| | - Huadan Song
- Department of Radiology, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yi Chen
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiemin Cheng
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhaochong Zeng
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
| | - Zhiping Yan
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian He
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- *Correspondence: Jian He, ; Lingxiao Liu,
| | - Lingxiao Liu
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- National Clinical Research Center for Interventional Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
- *Correspondence: Jian He, ; Lingxiao Liu,
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Huang LF, Wan P, Xu DW, Jeong S, Feng MX, Zhang JJ, Xia Q. Nomogram predicting pulmonary metastasis of hepatocellular carcinoma after liver transplantation. Oncotarget 2017; 9:2425-2434. [PMID: 29416782 PMCID: PMC5788650 DOI: 10.18632/oncotarget.23418] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Accepted: 09/21/2017] [Indexed: 12/12/2022] Open
Abstract
A novel prognostic nomogram predicting post-transplant pulmonary metastasis was established with a primary cohort of 308 HCC patients who received liver transplantation between 2007 and 2011 at Ren Ji Hospital. The C-indexes for predicting pulmonary metastasis was 0.85. The calibration curves fitted well between the predicted and actual outcomes. The decision curve analysis indicated that our nomogram was the optimal decision-making strategy for PM prediction compared to Milan, University of California San Franscisco, and up-to-seven criteria. These results were further validated by data from 103 patients who underwent liver transplantation between 2011 and 2012 at the same institution. In conclusion, our nomogram could be used as an effective tool to predict PM after liver transplantation.
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Affiliation(s)
- Li-Feng Huang
- Department of Hepatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Ping Wan
- Department of Hepatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Dong-Wei Xu
- Department of Hepatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Seogsong Jeong
- Department of Hepatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Ming-Xuan Feng
- Department of Hepatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Jian-Jun Zhang
- Department of Hepatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
| | - Qiang Xia
- Department of Hepatic Surgery, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China
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