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Koch C, Bette T, Waidmann O, Filmann N, Schrecker C, Trojan J, Weiler N, Vermehren J, Schnitzbauer AA, Bechstein WO, Zeuzem S, Herrmann E, Welker MW. AFP ratio predicts HCC recurrence after liver transplantation. PLoS One 2020; 15:e0235576. [PMID: 32614912 PMCID: PMC7332004 DOI: 10.1371/journal.pone.0235576] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 06/18/2020] [Indexed: 12/12/2022] Open
Abstract
Background/aims Hepatocellular carcinoma (HCC) is a leading indication for liver transplantation (LT) worldwide. Early identification of patients at risk for HCC recurrence is of paramount importance since early treatment of recurrent HCC after LT may be associated with increased survival. We evaluated incidence of and predictors for HCC recurrence, with a focus on the course of AFP levels. Methods We performed a retrospective, single-center study of 99 HCC patients who underwent LT between January 28th, 1997 and May 11th, 2016. A multi-stage proportional hazards model with three stages was used to evaluate potential predictive markers, both by univariate and multivariable analysis, for influences on 1) recurrence after transplantation, 2) mortality without HCC recurrence, and 3) mortality after recurrence. Results 19/99 HCC patients showed recurrence after LT. Waiting time was not associated with overall HCC recurrence (HR = 1, p = 0.979). Similarly, waiting time did not affect mortality in LT recipients both with (HR = 0.97, p = 0.282) or without (HR = 0.99, p = 0.685) HCC recurrence. Log10-transformed AFP values at the time of LT (HR 1.75, p = 0.023) as well as after LT (HR 2.07, p = 0.037) were significantly associated with recurrence. Median survival in patients with a ratio (AFP at recurrence divided by AFP 3 months before recurrence) of 0.5 was greater than 70 months, as compared to a median of only 8 months in patients with a ratio of 5. Conclusion A rise in AFP levels rather than an absolute threshold could help to identify patients at short-term risk for HCC recurrence post LT, which may allow intensification of the surveillance strategy on an individualized basis.
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Affiliation(s)
- Christine Koch
- Medizinische Klinik 1, Universitätsklinikum Frankfurt, Frankfurt, Germany
- * E-mail:
| | - Theresa Bette
- Medizinische Klinik 1, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Oliver Waidmann
- Medizinische Klinik 1, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Natalie Filmann
- Institut für Biostatistik und Mathematische Modellierung, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | | | - Jörg Trojan
- Medizinische Klinik 1, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Nina Weiler
- Medizinische Klinik 1, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Johannes Vermehren
- Medizinische Klinik 1, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Andreas A. Schnitzbauer
- Klinik für Allgemein- und Viszeralchirurgie, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Wolf Otto Bechstein
- Klinik für Allgemein- und Viszeralchirurgie, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Stefan Zeuzem
- Medizinische Klinik 1, Universitätsklinikum Frankfurt, Frankfurt, Germany
| | - Eva Herrmann
- Institut für Biostatistik und Mathematische Modellierung, Universitätsklinikum Frankfurt, Frankfurt, Germany
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152
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Li J, Xing J, Yang Y, Liu J, Wang W, Xia Y, Yan Z, Wang K, Wu D, Wu L, Wan X, Yang T, Gao C, Si A, Wang H, Wu M, Lau WY, Chen Z, Shen F. Adjuvant 131I-metuximab for hepatocellular carcinoma after liver resection: a randomised, controlled, multicentre, open-label, phase 2 trial. Lancet Gastroenterol Hepatol 2020; 5:548-560. [PMID: 32164877 DOI: 10.1016/s2468-1253(19)30422-4] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 12/10/2019] [Accepted: 12/11/2019] [Indexed: 02/08/2023]
Abstract
BACKGROUND Effective adjuvant treatment after hepatectomy for hepatocellular carcinoma (HCC) is an important area of research. Radioactive iodine (131I)-labelled metuximab is a radiolabelled monoclonal antibody against the CD147 (also known as basigin or HAb18G) antigen that is expressed in HCC. We aimed to examine the role of 131I-metuximab as an adjuvant therapy after HCC resection. METHODS This randomised, controlled, multicentre, open-label, phase 2 trial was done at five medical centres in China. Patients aged 18-75 years who underwent curative-intent resection of histologically confirmed HCC expressing CD147 were randomly assigned (1:1) by a computer-generated random sequence, stratified by centre, to receive either adjuvant transarterial injection of one dose of 27·75 MBq/kg 131I-metuximab 4-6 weeks after the hepatectomy (treatment group) or no adjuvant treatment (control group). Patients and physicians were not masked to the study groups. The primary outcome was 5-year recurrence-free survival (RFS) in the intention-to-treat population. This trial is registered with ClinicalTrials.gov, NCT00819650. FINDINGS Between April 1, 2009, and Nov 30, 2012, 485 patients were screened for eligibility. 329 (68%) of these patients were excluded and 156 (32%) were randomly assigned to receive either 131I-metuximab (n=78) or no adjuvant treatment (n=78). The median follow-up was 55·9 months (IQR 18·6-79·4). In the intention-to-treat population, the 5-year RFS was 43·4% (95% CI 33·6-55·9) in the 131I-metuximab group and 21·7% (14·2-33·1) in the control group (hazard ratio 0·49 [95% CI 0·34-0·72]; Z=2·96, p=0·0031). 131I-metuximab-associated adverse events occurred within the first 4 weeks in 34 (45%) of 76 patients, seven (21%) of whom had grade 3 or 4 adverse events. These adverse events were all resolved with appropriate treatment within 2 weeks of being identified. INTERPRETATION Adjuvant 131I-metuximab treatment significantly improved the 5-year RFS of patients after hepatectomy for HCC tumours expressing CD147. This treatment was well tolerated by patients. FUNDING State Key Project on Infectious Diseases of China.
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Affiliation(s)
- Jun Li
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Jingliang Xing
- Cell Engineering Research Center, Fourth Military Medical University, Xi'an, China
| | - Yefa Yang
- Department of Interventional Radiology, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Jingfeng Liu
- Department of Hepatobiliary Surgery, First Affiliated and Mengchao Hepatobiliary Surgery Hospital, Fujian Medical University, Fuzhou, China
| | - Wentao Wang
- Department of Hepatopancreatobiliary Surgery, West China Hospital, West China School of Medicine, Sichuan University, Chengdu, China
| | - Yong Xia
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Zhenlin Yan
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Kui Wang
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Dong Wu
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Lu Wu
- Department of Interventional Radiology, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Xuying Wan
- Department of Clinical Database, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Tian Yang
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Chunfang Gao
- Clinical Laboratory, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Anfeng Si
- Department of Clinical Database, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Hongyang Wang
- National Centre for Liver Cancer, Key Laboratory of Signaling Regulation and Targeting Therapy of Liver Cancer of the Ministry of Education of China, Shanghai Key Laboratory of Hepatobiliary Tumor Biology, Second Military Medical University, Shanghai, China
| | - Mengchao Wu
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China; Department of Interventional Radiology, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Wan Yee Lau
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China; Faculty of Medicine, Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Area, China
| | - Zhinan Chen
- Cell Engineering Research Center, Fourth Military Medical University, Xi'an, China
| | - Feng Shen
- Department of Hepatic Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
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Wang L, Ke Q, Lin K, Chen J, Wang R, Xiao C, Liu X, Liu J. Not All Hepatocellular Carcinoma Patients with Microvascular Invasion After R0 Resection Could Be Benefited from Prophylactic Transarterial Chemoembolization: A Propensity Score Matching Study. Cancer Manag Res 2020; 12:3815-3825. [PMID: 32547217 PMCID: PMC7250178 DOI: 10.2147/cmar.s251605] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 05/06/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Prophylactic transarterial chemoembolization (p-TACE) is strongly recommended for hepatocellular carcinoma (HCC) patients with microvascular invasion (MVI), but the potential beneficiaries remain controversial. METHODS Data of HCC patients with MVI who underwent R0 resection between December 2013 and December 2015 were identified through the primary liver cancer big data. Disease-free survival (DFS) and overall survival (OS) were compared between patients who received p-TACE or not using Kaplan-Meier survival curves before and after propensity scoring match (PSM). RESULTS A total of 695 patients were eligible for this study, including 199 patients (28.6%) receiving p-TACE and 496 patients (71.4%) receiving resection alone. In the crude cohort, median DFS and OS were longer in the p-TACE group than those in the non-TACE group without significant differences (25.0 months vs 24.2 months, P=0.100; 48.0 months vs 46.5 months, P=0.150; respectively), but significant differences were observed both in DFS and OS (both P<0.05) after 1:1 PSM. p-TACE was identified as one of the independent risk factors of both DFS and OS using multivariate analysis in the matched cohort (HR=0.69, 95% CI=0.54-0.88; HR=0.66, 95% CI=0.50-0.88; respectively). Subgroup analysis showed that p-TACE could beneficiate patients if they were male, aged ≥50 years old, had HBV infection, preoperative AFP level ≥400 ng/mL, Child-Pugh grading A, no transfusion, single tumor, tumor diameter ≥5cm, Edmondson-Steiner grading I/II, capsule, or BCLC stage A, CNLC stage Ib, AJCC stage II both in DFS and OS (all P<0.05). CONCLUSION With the current data, we concluded that not all HCC patients with MVI would be benefited from p-TACE, and p-TACE could benefit patients with "middle risk" according to the current staging systems.
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Affiliation(s)
- Lei Wang
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, People’s Republic of China
| | - Qiao Ke
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, People’s Republic of China
| | - Kongying Lin
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, People’s Republic of China
| | - Jingbo Chen
- Department of Oncology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou, People’s Republic of China
| | - Ren Wang
- Department of Pediatric Surgery, Huai’an Women and Children’s Hospital, Huaian, People’s Republic of China
| | - Chunhong Xiao
- Department of General Surgery, 900th Hospital of PLA, Fuzhou, People’s Republic of China
| | - Xiaolong Liu
- The United Innovation of Mengchao Hepatobiliary Technology Key of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, People’s Republic of China
| | - Jingfeng Liu
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, People’s Republic of China
- The United Innovation of Mengchao Hepatobiliary Technology Key of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, People’s Republic of China
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154
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Li S, Mei J, Wang Q, Guo Z, Lu L, Ling Y, Xu L, Chen M, Zheng L, Lin W, Zou J, Wen Y, Wei W, Guo R. Postoperative Adjuvant Transarterial Infusion Chemotherapy with FOLFOX Could Improve Outcomes of Hepatocellular Carcinoma Patients with Microvascular Invasion: A Preliminary Report of a Phase III, Randomized Controlled Clinical Trial. Ann Surg Oncol 2020; 27:5183-5190. [PMID: 32418078 DOI: 10.1245/s10434-020-08601-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Microvascular invasion (MVI) is a risk factor for tumor recurrence after hepatectomy in hepatocellular carcinoma (HCC) patients. OBJECTIVE This study aimed to investigate the efficacy and safety of postoperative adjuvant transarterial infusion chemotherapy (TAI) with the FOLFOX regimen for HCC patients with MVI. METHODS In this prospective, phase III, randomized, open-label, controlled clinical trial, HCC patients with histologically confirmed MVI were randomly assigned (1:1) after hepatectomy to receive either one to two cycles of adjuvant TAI (AT group) or follow-up without any adjuvant treatment (FU group). The primary endpoint was disease-free survival (DFS), while secondary endpoints were overall survival (OS) and safety. RESULTS Between June 2016 and April 2019, 127 patients were randomly assigned to the AT group (n = 63) or FU group (n = 64). Clinicopathological characteristics of the two groups were well-balanced. The 6-, 12-, and 18-month OS rates for the AT group were 100.0%, 97.7%, and 97.7%, respectively, and 94.5%, 89.6%, and 78.5% for the FU group, respectively. The 6-, 12-, and 18-month DFS rates for the AT and FU groups were 84.7%, 61.8%, and 58.7%, and 62.9%, 48.1%, and 38.6%, respectively. OS and DFS were significantly better in the AT group than in the FU group (p = 0.037 and 0.023, respectively). No patients in the AT group experienced grade 3 or more severe adverse events. CONCLUSIONS Adjuvant TAI after hepatectomy may bring survival benefits to HCC patients with MVI. TRIAL REGISTRATION Trial number: NCT03192618.
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Affiliation(s)
- Shaohua Li
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Jie Mei
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Qiaoxuan Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China.,Department of Radiation Oncology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Zhixing Guo
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China.,Department of Ultrasound, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Lianghe Lu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Yihong Ling
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China.,Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Li Xu
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Minshan Chen
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Lie Zheng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China.,Department of Radiology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China
| | - Wenping Lin
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Jingwen Zou
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Yuhua Wen
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China.,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China
| | - Wei Wei
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China. .,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China.
| | - Rongping Guo
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, People's Republic of China. .,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong, People's Republic of China.
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Ma XL, Tang WG, Yang MJ, Xie SH, Wu ML, Lin G, Lu RQ. Serum STIP1, a Novel Indicator for Microvascular Invasion, Predicts Outcomes and Treatment Response in Hepatocellular Carcinoma. Front Oncol 2020; 10:511. [PMID: 32426271 PMCID: PMC7212360 DOI: 10.3389/fonc.2020.00511] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 03/23/2020] [Indexed: 12/12/2022] Open
Abstract
Background: Previous studies reported that stress-induced phosphoprotein 1 (STIP1) can be secreted by hepatocellular carcinoma (HCC) cells and is increased in the serum of HCC patients. However, the therapy-monitoring and prognostic value of serum STIP1 in HCC remains unclear. Here, we aimed to systemically explore the prognostic significance of serum STIP1 in HCC. Methods: A total of 340 HCC patients were recruited to this study; 161 underwent curative resection and 179 underwent transcatheter arterial chemoembolization (TACE). Serum STIP1 was detected by enzyme-linked immunosorbent assay (ELISA). Optimal cutoff values for serum STIP1 in resection and TACE groups were determined by receiver operating characteristic (ROC) analysis. Prognostic value was assessed by Kaplan-Meier, log-rank, and Cox regression analyses. Predictive values of STIP1 for objective response (OR) to TACE and MVI were evaluated by ROC curves and logistic regression. Results: Serum STIP1 was significantly increased in HCC patients when compared with chronic hepatitis B patients or health donors (both P < 0.05). Optimal cutoff values for STIP1 in resection and TACE groups were 83.43 and 112.06 ng/ml, respectively. High pretreatment STIP1 was identified as an independent prognosticator. Dynamic changes in high STIP1 status were significantly associated with long-term prognosis, regardless of treatment approaches. Moreover, post-TACE STIP1 was identified as an independent predictor for OR, with a higher area under ROC curve (AUC-ROC) than other clinicopathological features. Specifically, pretreatment STIP1 was significantly increased in patients with microvascular invasion (MVI), and was confirmed as a novel, powerful predictor for MVI. Conclusions: Serum STIP1 is a promising biomarker for outcome evaluation, therapeutic response assessment, and MVI prediction in HCC. Integration serum STIP1 detection into HCC management might facilitate early clinical decision making to improve the prognosis of HCC.
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Affiliation(s)
- Xiao-Lu Ma
- Department of Clinical Laboratory, Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical School, Fudan University, Shanghai, China
| | - Wei-Guo Tang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Hepatobiliary and Pancreatic Surgery, Minhang Hospital, Fudan University, Shanghai, China
| | - Min-Jie Yang
- Department of Interventional Radiology, Zhongshan Hospital, Fudan University and Shanghai Institute of Medical Imaging, Shanghai, China
| | - Su-Hong Xie
- Department of Clinical Laboratory, Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical School, Fudan University, Shanghai, China
| | - Min-Le Wu
- Department of Clinical Laboratory, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Guo Lin
- Department of Clinical Laboratory, Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical School, Fudan University, Shanghai, China
| | - Ren-Quan Lu
- Department of Clinical Laboratory, Shanghai Cancer Center, Fudan University, Shanghai, China.,Department of Oncology, Shanghai Medical School, Fudan University, Shanghai, China
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Martín-Sierra C, Martins R, Coucelo M, Abrantes AM, Oliveira RC, Tralhão JG, Botelho MF, Furtado E, Domingues MR, Paiva A, Laranjeira P. Elevated soluble TNFα levels and upregulated TNFα mRNA expression in purified peripheral blood monocyte subsets associated with high-grade hepatocellular carcinoma. J Inflamm (Lond) 2020; 17:14. [PMID: 32256215 PMCID: PMC7106708 DOI: 10.1186/s12950-020-00243-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 03/13/2020] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Chronic inflammation is involved in the initiation and progression of various cancers, including liver cancer. The current study focuses on the characterization of the peripheral immune response in hepatocellular carcinoma (HCC) and cholangiocarcinoma (CCA) patients, before and after surgical procedure, in order to assess the effect of tumor resection in the immune system homeostasis and to determine possible prognostic factors associated with high-grade tumors. We developed a whole-blood assay to monitor immune alterations and functional competence of peripheral monocytes in a group of 10 healthy individuals (HG), in 20 HCC patients and 8 CCA patients, by multi-color flow cytometry, qRT-PCR, and ELISA techniques. RESULTS The qRT-PCR analysis showed an upregulation of TNFα expression by classical and intermediate monocytes purified from HCC patients presenting tumors in grade G3-G4 as compared to G1-G2 HCC patients. Moreover, ELISA assay confirmed elevated serum levels of TNFα in G3-G4 compared to G1-G2 HCC patients. A significant decrease of circulating non-classical monocytes was detected in both CCA and HCC patients before and after surgical procedure. In addition, a functional defect in circulating classical and intermediate monocytes was observed in both groups of cancer patients when compared to the HG, with partial recovery after the surgical intervention. CONCLUSIONS This integrated analysis permitted the identification of altered functional competence of monocyte subsets in CCA and HCC patients. In addition, our results point to a potential role of TNFα as a prognostic peripheral biomarker in HCC patients, indicating the presence of high-grade tumors that should be further validated.
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Affiliation(s)
- C. Martín-Sierra
- Flow Cytometry Unit, Clinical Pathology Service, Centro Hospitalar e Universitário de Coimbra, Praceta Prof. Mota Pinto, Ed. S. Jerónimo, 3° piso, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
| | - R. Martins
- Unidade Transplantação Hepática Pediátrica e de Adultos, Centro Hospitalar e Universitário de Coimbra (UTHPA, CHUC), Coimbra, Portugal
- Serviço de Cirurgia Geral, Unidade HBP, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal
- Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - M. Coucelo
- Unidade de Hematologia Molecular, Serviço de Hematologia Clínica, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal
| | - A. M. Abrantes
- Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - R. C. Oliveira
- Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Serviço de Anatomia Patológica, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal
| | - J. G. Tralhão
- Unidade Transplantação Hepática Pediátrica e de Adultos, Centro Hospitalar e Universitário de Coimbra (UTHPA, CHUC), Coimbra, Portugal
- Serviço de Cirurgia Geral, Unidade HBP, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal
- Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - M. F. Botelho
- Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR) area of Environment Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - E. Furtado
- Unidade Transplantação Hepática Pediátrica e de Adultos, Centro Hospitalar e Universitário de Coimbra (UTHPA, CHUC), Coimbra, Portugal
| | - M. R. Domingues
- Mass Spectrometry Centre, Department of Chemistry & QOPNA, University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - A. Paiva
- Flow Cytometry Unit, Clinical Pathology Service, Centro Hospitalar e Universitário de Coimbra, Praceta Prof. Mota Pinto, Ed. S. Jerónimo, 3° piso, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Instituto Politécnico de Coimbra, ESTESC-Coimbra Health School, Ciências Biomédicas Laboratoriais, Coimbra, Portugal
| | - P. Laranjeira
- Flow Cytometry Unit, Clinical Pathology Service, Centro Hospitalar e Universitário de Coimbra, Praceta Prof. Mota Pinto, Ed. S. Jerónimo, 3° piso, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
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Dong Y, Zhou L, Xia W, Zhao XY, Zhang Q, Jian JM, Gao X, Wang WP. Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma: Initial Application of a Radiomic Algorithm Based on Grayscale Ultrasound Images. Front Oncol 2020; 10:353. [PMID: 32266138 PMCID: PMC7096379 DOI: 10.3389/fonc.2020.00353] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 02/28/2020] [Indexed: 02/06/2023] Open
Abstract
Objectives: To establish a radiomic algorithm based on grayscale ultrasound images and to make preoperative predictions of microvascular invasion (MVI) in hepatocellular carcinoma (HCC) patients. Methods: In this retrospective study, 322 cases of histopathologically confirmed HCC lesions were included. The classifications based on preoperative grayscale ultrasound images were performed in two stages: (1) classifier #1, MVI-negative and MVI-positive cases; (2) classifier #2, MVI-positive cases were further classified as M1 or M2 cases. The gross-tumoral region (GTR) and peri-tumoral region (PTR) signatures were combined to generate gross- and peri-tumoral region (GPTR) radiomic signatures. The optimal radiomic signatures were further incorporated with vital clinical information. Multivariable logistic regression was used to build radiomic models. Results: Finally, 1,595 radiomic features were extracted from each HCC lesion. At the classifier #1 stage, the radiomic signatures based on features of GTR, PTR, and GPTR showed area under the curve (AUC) values of 0.708 (95% CI, 0.603-0.812), 0.710 (95% CI, 0.609-0.811), and 0.726 (95% CI, 0.625-0.827), respectively. Upon incorporation of vital clinical information, the AUC of the GPTR radiomic algorithm was 0.744 (95% CI, 0.646-0.841). At the classifier #2 stage, the AUC of the GTR radiomic signature was 0.806 (95% CI, 0.667-0.944). Conclusions: Our radiomic algorithm based on grayscale ultrasound images has potential value to facilitate preoperative prediction of MVI in HCC patients. The GTR radiomic signature may be helpful for further discriminating between M1 and M2 levels among MVI-positive patients.
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Affiliation(s)
- Yi Dong
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Liu Zhou
- Suzhou Institute of Biomedical Engineering and Technology (CAS), Suzhou, China
| | - Wei Xia
- Suzhou Institute of Biomedical Engineering and Technology (CAS), Suzhou, China
| | - Xing-Yu Zhao
- Suzhou Institute of Biomedical Engineering and Technology (CAS), Suzhou, China
| | - Qi Zhang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jun-Ming Jian
- Suzhou Institute of Biomedical Engineering and Technology (CAS), Suzhou, China
| | - Xin Gao
- Suzhou Institute of Biomedical Engineering and Technology (CAS), Suzhou, China
| | - Wen-Ping Wang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
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158
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Identification of a novel gene signature for the prediction of recurrence in HCC patients by machine learning of genome-wide databases. Sci Rep 2020; 10:4435. [PMID: 32157118 PMCID: PMC7064516 DOI: 10.1038/s41598-020-61298-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Accepted: 02/24/2020] [Indexed: 02/07/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a common malignant tumor in China. In the present study, we aimed to construct and verify a prediction model of recurrence in HCC patients using databases (TCGA, AMC and Inserm) and machine learning methods and obtain the gene signature that could predict early relapse of HCC. Statistical methods, such as feature selection, survival analysis and Chi-Square test in R software, were used to analyze and select mutant genes related to disease free survival (DFS), race and vascular invasion. In addition, whole-exome sequencing was performed on 10 HCC patients recruited from our center, and the sequencing results were compared with the databases. Using the databases and machine learning methods, the prediction model of recurrence was constructed and optimized, and the selected mutant genes were verified in the test group. The accuracy of prediction was 74.19%. Moreover, these 10 patients from our center were used to verify these mutant genes and the prediction model, and a success rate of 80% was achieved. Collectively, we discovered recurrence-related genes and established recurrence prediction model of recurrence for HCC patients, which could provide significant guidance for clinical prediction of recurrence.
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159
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Martín-Sierra C, Colombo S, Martins R, Laranjeira P, Melo T, Abrantes AM, Oliveira RC, Tralhão JG, Botelho MF, Furtado E, Domingues P, Domingues MR, Paiva A. Tumor Resection Induces Alterations on Serum Phospholipidome of Liver Cancer Patients. Lipids 2020; 55:185-191. [PMID: 32045496 DOI: 10.1002/lipd.12221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 01/22/2020] [Accepted: 01/22/2020] [Indexed: 11/09/2022]
Abstract
Hepatocellular carcinoma and cholangiocarcinoma are the most common primary malignant liver tumors. Since the liver plays a key role in lipid metabolism, the study of serum phospholipid (PL) profiles may provide a better understanding of alterations in hepatic lipid metabolism. In this study, we used a high-resolution HILIC-LC-MS lipidomic approach to establish the serum phospholipidome profile of patients with liver cancer before (T0) and after tumor resection (T1) and a control group (CT) of healthy individuals. After the analysis of PL profiles, we observed that the phospholipidome of patients with liver cancer was significantly modified after the tumor resection procedure. We observed an upregulation of some phosphatidylcholine (PtdCho) species, namely, PtdCho(36:6), PtdCho(42:6), PtdCho(38:5), PtdCho(36:5), PtdCho(38:6) and choline plasmalogens (PlsCho), and/or 1-O-alkyl-2-acyl-glycerophosphocholine (PakCho) in patients with liver cancer at T0 compared to the CT group, and a downregulation after tumor resection (T1) when compared to T0. These results show that LC-MS can detect different serum PL profiles in patients with liver cancer, before and after tumor resection, by defining a specific PL fingerprint that was used to determine the effect of tumor and tumor resection on lipid metabolism.
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Affiliation(s)
- Carmen Martín-Sierra
- Unidade de Gestão Operacional em Citometria, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal.,Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,CNC.IBILI, University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology, University of Coimbra, Coimbra, Portugal
| | - Simone Colombo
- Mass Spectrometry Centre, Department of Chemistry & LAQV, University of Aveiro, Aveiro, Portugal
| | - Ricardo Martins
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Unidade Transplantação Hepática Pediátrica e de Adultos, Centro Hospitalar e Universitário de Coimbra (UTHPA, CHUC), Coimbra, Portugal.,Serviço de Cirurgia A, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal.,Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
| | - Paula Laranjeira
- Unidade de Gestão Operacional em Citometria, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal.,Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,CNC.IBILI, University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology, University of Coimbra, Coimbra, Portugal
| | - Tânia Melo
- Mass Spectrometry Centre, Department of Chemistry & LAQV, University of Aveiro, Aveiro, Portugal.,Departamento de Química & CESAM& ECOMARE, Universidade de Aveiro, Aveiro, Portugal
| | - Ana Margarida Abrantes
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Unidade Transplantação Hepática Pediátrica e de Adultos, Centro Hospitalar e Universitário de Coimbra (UTHPA, CHUC), Coimbra, Portugal
| | - Rui Caetano Oliveira
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal.,Serviço de Anatomia Patológica, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal
| | - José Guilherme Tralhão
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Unidade Transplantação Hepática Pediátrica e de Adultos, Centro Hospitalar e Universitário de Coimbra (UTHPA, CHUC), Coimbra, Portugal.,Serviço de Cirurgia A, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal.,Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
| | - Maria Filomena Botelho
- Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,Instituto de Biofísica, IBILI, Faculdade de Medicina, Universidade de Coimbra, Coimbra, Portugal
| | - Emanuel Furtado
- Unidade Transplantação Hepática Pediátrica e de Adultos, Centro Hospitalar e Universitário de Coimbra (UTHPA, CHUC), Coimbra, Portugal
| | - Pedro Domingues
- Mass Spectrometry Centre, Department of Chemistry & LAQV, University of Aveiro, Aveiro, Portugal
| | - M Rosario Domingues
- Mass Spectrometry Centre, Department of Chemistry & LAQV, University of Aveiro, Aveiro, Portugal.,Departamento de Química & CESAM& ECOMARE, Universidade de Aveiro, Aveiro, Portugal
| | - Artur Paiva
- Unidade de Gestão Operacional em Citometria, Centro Hospitalar e Universitário de Coimbra (CHUC), Coimbra, Portugal.,Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (iCBR), University of Coimbra, Coimbra, Portugal.,CNC.IBILI, University of Coimbra, Coimbra, Portugal.,Center for Innovative Biomedicine and Biotechnology, University of Coimbra, Coimbra, Portugal.,Ciências Biomédicas Laboratoriais, ESTESC-Coimbra Health School, Instituto Politécnico de Coimbra, Coimbra, Portugal
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160
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Zhang X, Xu L, Yang T. miR-31 Modulates Liver Cancer HepG2 Cell Apoptosis and Invasion via ROCK1/F-Actin Pathways. Onco Targets Ther 2020; 13:877-888. [PMID: 32099392 PMCID: PMC6996230 DOI: 10.2147/ott.s227467] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 12/23/2019] [Indexed: 01/27/2023] Open
Abstract
PURPOSE Liver cancer is one of the most common malignant tumor in the world. miR-31 is downregulated in liver cancer and associated with tumor growth and metastasis. However, the underlying mechanism remains unclear. METHODS Cellular apoptosis was detected via MTT, TUNEL assay, LDH release and Annexin V/PI flow-cytometry analysis. Cellular migration and invasion were measured by the Transwell chamber assay. Mitochondrial functions were evaluated via mitochondrial membrane potential JC-1 staining and mPTP opening assessment. The mitophagy activity was examined via Western blots. RESULTS In the present study, our results confirm that miR-31 promotes apoptosis and inhibits proliferation and metastasis in liver cancer HepG2 cells. In vitro, miR-31 promotes HepG2 cell apoptosis through the mitochondrial pathway as indicated by mitochondrial potential reduction, increased mPTP opening time, cty-c release and imbalance of pro- and anti-apoptotic proteins. Furthermore, miR-31 reduces the energy generation by inhibiting mitochondrial respiratory function. At last, it is demonstrated that miR-31 triggers the mitochondrial damage via ROCK1/F-actin pathway. Inhibiting the ROCK1/F-actin pathway abolishes the effects of miR-31 mimic on mitochondrial injury, apoptosis, proliferation arrest and migration inhibition. CONCLUSION Our results reveal that miR-31 can inhibit HepG2 cell survival and metastasis by activating the ROCK1/F-actin pathway.
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Affiliation(s)
- Xin Zhang
- Department of Laboratory, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, Liaoning110042, People’s Republic of China
| | - Lan Xu
- Department of Laboratory, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, Liaoning110042, People’s Republic of China
| | - Ting Yang
- Department of Laboratory, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, Liaoning110042, People’s Republic of China
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161
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Abstract
OBJECTIVE To investigate whether subclassification of microscopic vascular invasion (MiVI) affects the long-term outcome after curative surgical resection or liver transplantation (LT) in patients with hepatocellular carcinoma (HCC). SUMMARY OF BACKGROUND DATA The most important factor for TNM staging in HCC is MiVI, which includes all vascular invasions detected on microscopic examination. However, there is a broad spectrum of current definitions for MiVI. METHODS In total, 412 consecutive patients with HCC who underwent curative surgical resection without any preoperative treatment or gross vascular invasion were histologically evaluated for MiVI. Patients with MiVI were subclassified into 2 groups: microvessel invasion (MI; n = 164) only and microscopic portal vein invasion (MPVI; n = 36). Clinicopathologic features were compared between 2 groups (MI vs MPVI), whereas disease-free survival (DFS) and overall survival (OS) after resection were analyzed among 3 groups (no vascular invasion [NVI] vs MI vs MPVI). These subclassifications were validated in a cohort of 197 patients with HCC who underwent LT. RESULTS The MPVI group showed more aggressive tumor characteristics, such as higher tumor marker levels (alpha-fetoprotein, P = 0.006; protein induced by vitamin K absence-II, P = 0.001) and poorer differentiation (P = 0.011), than the MI group. In multivariate analysis, both MI and MPVI were independent prognostic factors for DFS (P = 0.001 and <0.001, respectively) and OS (P = 0.005 and <0.001, respectively). In the validation cohort, 5-year DFS was 89%, 67.9%, and 0% in the NVI, MI, and MPVI groups, respectively (P < 0.001), whereas 5-year OS was 79.1%, 55.0%, and 15.4%, respectively (P < 0.001). CONCLUSIONS Based on subclassification of MiVI in HCC, MPVI was associated with more aggressive clinicopathologic characteristics and poorer survival than MI only. Therefore, the original MiVI classification should be divided into MI and MPVI.
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162
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Sun SW, Liu QP, Xu X, Zhu FP, Zhang YD, Liu XS. Direct Comparison of Four Presurgical Stratifying Schemes for Prediction of Microvascular Invasion in Hepatocellular Carcinoma by Gadoxetic Acid-Enhanced MRI. J Magn Reson Imaging 2020; 52:433-447. [PMID: 31943465 DOI: 10.1002/jmri.27043] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 12/17/2019] [Accepted: 12/18/2019] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Microvascular invasion (MVI) is implicated in the poor prognosis of hepatocellular carcinoma (HCC). Presurgical stratifying schemes have been proposed for HCC-MVI but lack external validation. PURPOSE To perform external validation and comparison of four presurgical stratifying schemes for the prediction of MVI using gadoxetic acid-based MRI in a cohort of HCC patients. STUDY TYPE Retrospective. SUBJECTS Included were 183 surgically resected HCCs from patients who underwent pretreatment MRI. FIELD STRENGTH/SEQUENCE This includes 1.5-3.0 T with T2 , T1 , diffusion-weighted imaging (DWI), and dynamic gadoxetic acid contrast-enhancement imaging sequences. ASSESSMENT A two-trait predictor of venous invasion (TTPVI), Lei model, Lee model, and Xu model were compared. We relied on preoperative characteristics and imaging findings via four independent radiologists who were blinded to histologic results, as required by the tested tools. STATISTICAL TEST Tests of accuracy between predicted and observed HCC-MVI rates using receiver operating characteristic (ROC) curve and decision curve analysis. The intraclass correlation coefficient (ICC) and Cronbach's alpha statistics were used to evaluate reproducibility. RESULTS HCC-MVI was identified in 52 patients (28.4%). The average ROC curves (AUCs) for HCC-MVI predictions were 0.709-0.880, 0.714-0.828, and 0.588-0.750 for the Xu model, Lei model, and Lee model, respectively. The rates of accuracy were 60.7-81.4%, 69.9-75.9%, and 65.6-73.8%, respectively. Decision curve analyses indicated a higher benefit for the Xu and Lei models compared to the Lee model. The ICC and Cronbach's alpha index were highest in the Lei model (0.896/0.943), followed by the Xu model (0.882/0.804), and the Lee model (0.769/0.715). The TTPVI resulted in a Cronbach's alpha index of 0.606 with a sensitivity of 34.6-61.5% and a specificity of 76.3-91.6%. DATA CONCLUSION Stratifying schemes relying on gadoxetic acid-enhanced MRI provide an additional insight into the presence of preoperative MVI. The Xu model outperformed the other models in terms of accuracy when performed by an experienced radiologist. Conversely, the Lei model outperformed the other models in terms of reproducibility. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY STAGE: 2 J. Magn. Reson. Imaging 2020;52:433-447.
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Affiliation(s)
- Shu-Wen Sun
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Qiu-Ping Liu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xun Xu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Fei-Peng Zhu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yu-Dong Zhang
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xi-Sheng Liu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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163
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Fang Q, Xie QS, Chen JM, Shan SL, Xie K, Geng XP, Liu FB. Long-term outcomes after hepatectomy of huge hepatocellular carcinoma: A single-center experience in China. Hepatobiliary Pancreat Dis Int 2019; 18:532-537. [PMID: 31543313 DOI: 10.1016/j.hbpd.2019.09.001] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 08/26/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Currently, hepatectomy remains the first-line therapy for hepatocellular carcinoma (HCC). However, surgery for patients with huge (>10 cm) HCCs is controversial. This retrospective study aimed to explore long-term survival after hepatectomy for patients with huge HCC. METHODS The records of 188 patients with pathologically confirmed HCC who underwent curative hepatectomy between 2007 and 2017 were reviewed; patients were divided into three groups according to tumor size: huge (>10 cm; n = 84), large (5-10 cm; n = 51) and small (<5 cm; n = 53) HCC. Kaplan-Meier analysis was used to assess overall survival (OS) and disease-free survival (DFS), and log-rank analysis was performed for pairwise comparisons among the three groups. Risk factors for survival and recurrence were analyzed using the Cox proportional hazard model. RESULTS The median follow-up period was 20 months. Although the prognosis of small HCC was better than that of huge and large HCC, OS and DFS were not significantly different between huge and large HCC (P = 0.099 and P = 0.831, respectively). A family history of HCC, poor Child-Pugh class, vascular invasion, diolame, pathologically positive margins, and operative time ≥240 min were identified as independent risk factors for OS and DFS in a multivariate model. Tumor size (>10 cm) had significant effect on OS, and postoperative antiviral therapy and postoperative complications also had significant effects on DFS. CONCLUSIONS Huge HCC is not a contraindication of hepatectomy. Although most of these patients experienced recurrence after surgery, OS and DFS were not significantly different from those of patients with large HCC after resection.
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Affiliation(s)
- Qiang Fang
- Division of General Surgery, First Affiliated Hospital, Anhui Medical University, Hefei 230022, China
| | - Qing-Song Xie
- Division of General Surgery, First Affiliated Hospital, Anhui Medical University, Hefei 230022, China
| | - Jiang-Ming Chen
- Division of General Surgery, First Affiliated Hospital, Anhui Medical University, Hefei 230022, China
| | - Shen-Liang Shan
- Division of General Surgery, First Affiliated Hospital, Anhui Medical University, Hefei 230022, China
| | - Kun Xie
- Division of General Surgery, First Affiliated Hospital, Anhui Medical University, Hefei 230022, China
| | - Xiao-Ping Geng
- Division of General Surgery, First Affiliated Hospital, Anhui Medical University, Hefei 230022, China
| | - Fu-Bao Liu
- Division of General Surgery, First Affiliated Hospital, Anhui Medical University, Hefei 230022, China.
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164
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Nomogram to Assist in Surgical Plan for Hepatocellular Carcinoma: a Prediction Model for Microvascular Invasion. J Gastrointest Surg 2019; 23:2372-2382. [PMID: 30820799 DOI: 10.1007/s11605-019-04140-0] [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] [Received: 11/25/2018] [Accepted: 01/23/2019] [Indexed: 01/31/2023]
Abstract
BACKGROUND Microvascular invasion (MVI) relates to poor survival in hepatocellular carcinoma (HCC) patients. In this study, we aim at developing a nomogram for MVI prediction and potential assistance in surgical planning. METHODS A total of 357 patients were assigned to training (n = 257) and validation (n = 100) cohort. Univariate and multivariate analyses were used to reveal preoperative predictors for MVI. A nomogram incorporating independent predictors was constructed and validated. Disease-free survival was compared between patients, and the potential of the predicted MVI in making surgical procedure was also explored. RESULTS Pathological examination confirmed MVI in 140 (39.2%) patients. Imaging features including larger tumor, intra-tumoral artery, tumor type, and higher serum AFP independently correlated with MVI. The nomogram showed desirable performance with an AUROC of 0.803 (95% CI, 0.746-0.860) and 0.814 (95% CI, 0.720-0.908) in the training and validation cohorts, respectively. Good calibration were also revealed by calibration curve in both cohorts. The decision curve analysis indicated that the prediction nomogram was of promising usefulness in clinical work. In addition, survival analysis revealed that patients with positive-predicted MVI suffered a higher risk of early recurrence (P < 0.01). There was no difference in disease-free survival between anatomic or non-anatomic resection in large HCC or small HCC without nomogram-predicted MVI. However, anatomic resection improved disease-free survival in small HCC with nomogram-predicted MVI. CONCLUSIONS The nomogram obtained desirable results in predicting MVI. Patients with predicted MVI were associated with early recurrence and anatomic resection was recommended for small HCC patients with predicted MVI.
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165
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Acher AW, Abbott DE. Rethinking Resection and Transplant Candidacy for HCC: Should Tumor Biology Replace Size-Based Criteria? Ann Surg Oncol 2019; 27:1309-1311. [PMID: 31728794 DOI: 10.1245/s10434-019-08081-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Indexed: 11/18/2022]
Affiliation(s)
- Alexandra W Acher
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, USA
| | - Daniel E Abbott
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, USA.
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166
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Dong Y, Wang QM, Li Q, Li LY, Zhang Q, Yao Z, Dai M, Yu J, Wang WP. Preoperative Prediction of Microvascular Invasion of Hepatocellular Carcinoma: Radiomics Algorithm Based on Ultrasound Original Radio Frequency Signals. Front Oncol 2019; 9:1203. [PMID: 31799183 PMCID: PMC6868049 DOI: 10.3389/fonc.2019.01203] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 10/23/2019] [Indexed: 01/27/2023] Open
Abstract
Background: To evaluate the accuracy of radiomics algorithm based on original radio frequency (ORF) signals for prospective prediction of microvascular invasion (MVI) in hepatocellular carcinoma (HCC) lesions. Methods: In this prospective study, we enrolled 42 inpatients diagnosed with HCC from January 2018 to December 2018. All HCC lesions were proved by surgical resection and histopathology results, including 21 lesions with MVI. Ultrasound ORF data and grayscale ultrasound images of HCC lesions were collected before operation for further radiomics analysis. Three ultrasound feature maps were calculated using signal analysis and processing (SAP) technology in first feature extraction. The diagnostic accuracy of model based on ORF signals was compared with the model based on grayscale ultrasound images. Results: A total of 1,050 radiomics features were extracted from ORF signals of each HCC lesion. The performance of MVI prediction model based on ORF was better than those based on grayscale ultrasound images. The best area under curve, accuracy, sensitivity, and specificity of ultrasound radiomics in prediction of MVI were 95.01, 92.86, 85.71, and 100%, respectively. Conclusions: Radiomics algorithm based on ultrasound ORF data combined with SAP technology can effectively predict MVI, which has potential clinical application value for non-invasively preoperative prediction of MVI in HCC patients.
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Affiliation(s)
- Yi Dong
- Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qing-Min Wang
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Qian Li
- Harvard Medical School, Massachusetts General Hospital, Boston, MA, United States
| | - Le-Yin Li
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Qi Zhang
- Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhao Yao
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Meng Dai
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Jinhua Yu
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Wen-Ping Wang
- Zhongshan Hospital, Fudan University, Shanghai, China
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167
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Wang L, Ke Q, Deng M, Huang X, Zeng J, Liu H, Yang Y, Zeng Y, Zhou W, Liu J. Adjuvant transarterial chemoembolization for patients with hepatocellular carcinoma after radical hepatectomy: a real world study. Scand J Gastroenterol 2019; 54:1403-1411. [PMID: 31686555 DOI: 10.1080/00365521.2019.1684986] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 09/11/2019] [Accepted: 10/21/2019] [Indexed: 02/06/2023]
Abstract
Objective: To investigate the clinical value of the adjuvant transarterial chemoembolization (TACE) for hepatocellular carcinoma (HCC) after radical resection, and identify the potential beneficiaries.Methods: Patients were identified through the primary liver cancer big data (PLCBD) between 2012 and 2015. Overall survival (OS) between adjuvant TACE group and non-TACE was evaluated by Kaplan-Meier before and after propensity scoring match (PSM). Subgroup analysis was conducted stratified by risk factors.Results: A total of 2066 HCC patients receiving radical resection were identified. Patients with multiple tumors, tumor diameter >5 cm, satellite, and advanced stage were more likely to accept adjuvant TACE. Before PSM, the 1-, 3-, and 5-year OS rates in the TACE group and non-TACE group were 89%, 58%, 17%, and 88%, 53%, 13% (p = .43), respectively. While, the corresponding rates were 89%, 58%, 17%, and 86%, 49%, 11%, (p = .038), respectively after 1:1 PSM. In addition, patients were found to significantly benefit from adjuvant TACE if they had age ≥50 years, no cirrhosis, AFP ≤ 200 ng/ml, surgical margin <1 cm, tumor diameter >5 cm, no capsule, no satellite, or CN stage Ib/IIa (all p < .05), but patients with age < 50 years, tumor size ≤5 cm, or CN stage Ia were found to significantly benefit from radical resection in DFS (all p < .05).Conclusion: Currently, we concluded that not all of patients with HCC would benefit from adjuvant TACE. Patients with age ≥50 years, tumor size >5 cm, or CN stage Ib/IIa were strongly recommended to receive adjuvant TACE.
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Affiliation(s)
- Lei Wang
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
| | - Qiao Ke
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
| | - Manjun Deng
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
| | - Xin Huang
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
| | - Jianxing Zeng
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
| | - Hongzhi Liu
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
| | - Yuan Yang
- Department of Hepatopancreatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital of Secondary Military Medical University, Shanghai, PR China
| | - Yongyi Zeng
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
| | - Weiping Zhou
- Department of Hepatopancreatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital of Secondary Military Medical University, Shanghai, PR China
| | - Jingfeng Liu
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, PR China
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Lu SD, Li L, Liang XM, Chen W, Chen FL, Fan LL, Ahir BK, Zhang WG, Zhong JH. Updates and advancements in the management of hepatocellular carcinoma patients after hepatectomy. Expert Rev Gastroenterol Hepatol 2019; 13:1077-1088. [PMID: 31648568 DOI: 10.1080/17474124.2019.1684898] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 10/21/2019] [Indexed: 02/07/2023]
Abstract
Introduction: The 5-year recurrence rate of hepatocellular carcinoma (HCC) after hepatic resection or local ablation is up to 70%. Adjuvant therapies to prevent HCC recurrence have been reported but are not currently recommended by EASL or AASLD guidelines. This review examined evidence from randomized controlled trials, meta-analyses and systematic reviews on the safety and efficacy of adjuvant therapies and chemotherapies in HCC patients after resection or local ablation.Areas covered: PubMed was searched through 15 June 2019. Available evidence was assessed based on the GRADE system.Expert commentary: Transarterial chemoembolization is the best adjuvant therapy for HCC patients at high risk of recurrence, antiviral therapy with nucleoside analogs is effective for preventing recurrence of HBV-related HCC, and interferon-α is effective for preventing recurrence of HCV-related HCC. Further studies are needed to clarify the efficacy of adjuvant immune checkpoint inhibitors. Adjuvant sorafenib appears to offer negligible clinical benefit and high risk of adverse effects.
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Affiliation(s)
- Shi-Dong Lu
- Department of Hepatobiliary Surgery, the Third Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Lin Li
- Department of Hepatobiliary Surgery, the Third Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xin-Min Liang
- Grade 2016, Basic medical college of Guangxi Medical University, Nanning, China
| | - Wu Chen
- Grade 2016, Basic medical college of Guangxi Medical University, Nanning, China
| | - Fu-Li Chen
- Grade 2016, Basic medical college of Guangxi Medical University, Nanning, China
| | - Lang-Lin Fan
- Grade 2016, Basic medical college of Guangxi Medical University, Nanning, China
| | - Bhavesh K Ahir
- Section of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Wan-Guang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jian-Hong Zhong
- Department of Hepatobiliary Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, China
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169
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Zeng F, Chen B, Zeng J, Wang Z, Xiao L, Deng G. Preoperative neutrophil-lymphocyte ratio predicts the risk of microvascular invasion in hepatocellular carcinoma: A meta-analysis. Int J Biol Markers 2019; 34:213-220. [PMID: 31507240 DOI: 10.1177/1724600819874487] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Preoperative estimation of microvascular invasion is of great significance for the clinical decision making in hepatocellular carcinoma. Neutrophil-lymphocyte ratio (NLR) has been reported to be correlated with the poor prognosis of hepatocellular carcinoma. However, the conclusions are conflicting on whether high preoperative NLR level is associated with the presence of microvascular invasion. AIM To evaluate the association between preoperative NLR level and the risk of microvascular invasion in hepatocellular carcinoma. METHODS Relevant studies were identified by searching PubMed and Embase through February 2019. Fixed or random models were applied to analyze the data based on the heterogeneity. Subgroup, sensitivity, and publication bias analyses were performed. Review Manager 5.3 and STATA software were used for the meta-analysis. RESULTS A total of 15 studies were eventually included in this meta-analysis. Pooled data based on retrospective cohort studies showed there are more hepatocellular carcinoma patients with vascular invasion (OR 1.74; 95% Cl 1.42, 2.12; P < 0.001) and microvascular invasion (OR 1.62 95% Cl 1.39, 1.89; P < 0.001) in the high NLR group than in the low NLR group. Of case-control studies, a higher preoperative NLR level was found in the microvascular invasion positive group than in the microvascular invasion negative group (OR 0.62; 95% Cl 0.35, 0.90; P < 0.001). The subgroup, sensitivity, and publication bias analyses did not change the results. CONCLUSION A higher preoperative NLR level is positively correlated with the risk of microvascular invasion in hepatocellular carcinoma.
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Affiliation(s)
- Furong Zeng
- General Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Bin Chen
- Taoyuan People's Hospital, Taoyuan, Changde, China
| | - Jiling Zeng
- General Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Zhiming Wang
- General Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Liang Xiao
- General Surgery Department, Xiangya Hospital, Central South University, Changsha, China
| | - Guangtong Deng
- General Surgery Department, Xiangya Hospital, Central South University, Changsha, China
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170
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Tang Z, Liu WR, Zhou PY, Ding ZB, Jiang XF, Wang H, Tian MX, Tao CY, Fang Y, Qu WF, Dai Z, Qiu SJ, Zhou J, Fan J, Shi YH. Prognostic Value and Predication Model of Microvascular Invasion in Patients with Intrahepatic Cholangiocarcinoma. J Cancer 2019; 10:5575-5584. [PMID: 31632502 PMCID: PMC6775679 DOI: 10.7150/jca.32199] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 08/05/2019] [Indexed: 12/14/2022] Open
Abstract
Background: Whether microvascular invasion (MVI) adversely influences oncological outcomes for intrahepatic cholangiocarcinoma (ICC) patients remains unclear. The purpose of this study was to determine the impact of MVI on postoperative survival and establish a new predictive model for MVI before surgical intervention in patients with ICC. Methods: In this two-center retrospective study, 556 and 31 consecutive patients who underwent curative liver resection for ICC at ZSH and XJFH were analyzed, respectively. Propensity score matching (PSM) and Cox regression analyses were used to explore the prognostic role of MVI on the OS and DFS. Multivariate logistic regression was used to identify the relative risk factors of MVI, which were incorporated into the nomogram. Results: After PSM, 50 MVI cases matched with 172 non-MVI cases, and no bias was observed between the two groups (propensity score, 0.118 (0.099, 0.203) vs. 0.115 (0.059, 0.174), p=0.251). The multivariate Cox analysis showed that MVI was negatively associated with OS (HR 1.635, 95% CI 1.405-1.993, p=0.04) and DFS (HR 1.596, 95% CI 1.077-2.366, p=0.02). The independent factors associated with MVI were ALT, AFP, tumor maximal diameter, and tumor capsule. The nomogram that incorporated these variables achieved good concordance indexes for predicting MVI. Patients with a cutoff score of 168 were considered to have different risks of the presence of MVI preoperatively. Conclusions: The presence of MVI was an adverse prognostic factor for ICC patients. Using the nomogram model, the risk of an individual patient harboring MVI was determined, which led to a rational therapeutic choice.
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Affiliation(s)
- Zheng Tang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Wei-Ren Liu
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Pei-Yun Zhou
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Zhen-Bin Ding
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Xi-Fei Jiang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Han Wang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Meng-Xin Tian
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Chen-Yang Tao
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Yuan Fang
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Wei-Feng Qu
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Zhi Dai
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Shuang-Jian Qiu
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China.,Institutes of Biomedical Sciences, Fudan University, Shanghai, People's Republic of China
| | - Jia Fan
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China.,Institutes of Biomedical Sciences, Fudan University, Shanghai, People's Republic of China
| | - Ying-Hong Shi
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University; Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Shanghai, China
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171
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Dong Z, Chen Y, Yang C, Zhang M, Chen A, Yang J, Huang Y. STAT gene family mRNA expression and prognostic value in hepatocellular carcinoma. Onco Targets Ther 2019; 12:7175-7191. [PMID: 31564902 PMCID: PMC6731967 DOI: 10.2147/ott.s202122] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 08/14/2019] [Indexed: 12/11/2022] Open
Abstract
Background Signal transducer and activator of transcription (STAT) proteins are well-known transcription factors that play an important role in the progression of cancer. However, the association between STAT family genes and hepatocellular carcinoma (HCC) remains unclear. This study investigates the expression level, the prognostic value and the potential mechanism of STAT family genes in HCC. Methods Data from 365 HCC patients in The Cancer Genome Atlas (TCGA) database and 241 HCC patients in the Gene Expression Omnibus (GEO) database were used to investigate the diagnostic and prognostic values of STAT genes by survival analysis and nomogram. Gene set enrichment analysis (GSEA) was used to investigate the potential mechanism of the STAT genes in the development of HCC. Results Our results showed that STAT4/5B mRNA expression levels in HCC tissues were lower than those in normal tissues. Importantly, our results indicated that high expression of STAT5A, STAT5B and STAT6 was associated with better overall survival in HCC patients. Joint effects analysis of STAT5A, STAT5B and STAT6 suggested that the prognosis difference for any combination of genes was more significant than that for any individual gene. Then, we developed a risk score model could predict HCC prognosis and the nomogram visualized gene expression and clinical factors of probability for HCC prognosis. The ROC and calibration curves showed good performance in survival prediction in both the TCGA and the GEO databases. GSEA suggested that high expression of STAT5A, STAT5B and STAT6 were involved in immune-related biological processes, drug metabolism cytochrome P450, JAK-STAT signalling pathway, and PPAR signalling pathways. Conclusion Our data suggest that STAT5A, STAT5B and STAT6 expression may be potential prognostic markers of HCC and, in combination, have a better predictive value for HCC prognosis.
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Affiliation(s)
- Zhitao Dong
- Department of Special Treatment, Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, 200438, People's Republic of China
| | - Yi Chen
- Department of Hepatobiliary Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai 200083, People's Republic of China
| | - Cheng Yang
- Department of Special Treatment, Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, 200438, People's Republic of China
| | - Meng Zhang
- Department of Hepatobiliary Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai 200083, People's Republic of China
| | - Aixue Chen
- Department of Hepatobiliary Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai 200083, People's Republic of China
| | - Jiamei Yang
- Department of Special Treatment, Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, 200438, People's Republic of China
| | - Yangqing Huang
- Department of Hepatobiliary Surgery, Shanghai Public Health Clinical Center, Fudan University, Shanghai 200083, People's Republic of China
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172
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Chen H, Gao F, He M, Ding XF, Wong AM, Sze SC, Yu AC, Sun T, Chan AW, Wang X, Wong N. Long-Read RNA Sequencing Identifies Alternative Splice Variants in Hepatocellular Carcinoma and Tumor-Specific Isoforms. Hepatology 2019; 70:1011-1025. [PMID: 30637779 PMCID: PMC6766942 DOI: 10.1002/hep.30500] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 12/28/2018] [Indexed: 12/19/2022]
Abstract
Alternative splicing (AS) allows generation of cell type-specific mRNA transcripts and contributes to hallmarks of cancer. Genome-wide analysis for AS in human hepatocellular carcinoma (HCC), however, is limited. We sought to obtain a comprehensive AS landscape in HCC and define tumor-associated variants. Single-molecule real-time long-read RNA sequencing was performed on patient-derived HCC cells, and presence of splice junctions was defined by SpliceMap-LSC-IDP algorithm. We obtained an all-inclusive map of annotated AS variants and further discovered 362 alternative spliced variants that are not previously reported in any database (neither RefSeq nor GENCODE). They were mostly derived from intron retention and early termination codon with an in-frame open reading frame in 81.5%. We corroborated many of these predicted unannotated and annotated variants to be tumor specific in an independent cohort of primary HCC tumors and matching nontumoral liver. Using the combined Sanger sequencing and TaqMan junction assays, unique and common expressions of spliced variants including enzyme regulators (ARHGEF2, SERPINH1), chromatin modifiers (DEK, CDK9, RBBP7), RNA-binding proteins (SRSF3, RBM27, MATR3, YBX1), and receptors (ADRM1, CD44v8-10, vitamin D receptor, ROR1) were determined in HCC tumors. We further focused functional investigations on ARHGEF2 variants (v1 and v3) that arise from the common amplified site chr.1q22 of HCC. Their biological significance underscores two major cancer hallmarks, namely cancer stemness and epithelial-to-mesenchymal transition-mediated cell invasion and migration, although v3 is consistently more potent than v1. Conclusion: Alternative isoforms and tumor-specific isoforms that arise from aberrant splicing are common during the liver tumorigenesis. Our results highlight insights gained from the analysis of AS in HCC.
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Affiliation(s)
- Hui Chen
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
| | - Feng Gao
- Department of Biomedical SciencesCity University of Hong KongKowloon TongHong KongChina
| | - Mian He
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
| | - Xiao Fan Ding
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
| | - Aikha M. Wong
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
| | - Siu Ching Sze
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
| | - Allen C. Yu
- School of Life SciencesThe Chinese University of Hong KongShatinHong KongChina
| | - Tingting Sun
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
| | - Anthony W‐H. Chan
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
| | - Xin Wang
- Department of Biomedical SciencesCity University of Hong KongKowloon TongHong KongChina
| | - Nathalie Wong
- Department of Anatomical and Cellular PathologyThe Chinese University of Hong KongShatin Hong KongChina
- State Key Laboratory in Translational OncologyThe Chinese University of Hong KongShatin Hong KongChina
- State Key Laboratory of Digestive DiseaseSir YK Pao Centre for Cancer, The Chinese University of Hong KongShatin Hong KongChina
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173
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Han J, Li ZL, Xing H, Wu H, Zhu P, Lau WY, Zhou YH, Gu WM, Wang H, Chen TH, Zeng YY, Wu MC, Shen F, Yang T. The impact of resection margin and microvascular invasion on long-term prognosis after curative resection of hepatocellular carcinoma: a multi-institutional study. HPB (Oxford) 2019; 21:962-971. [PMID: 30718183 DOI: 10.1016/j.hpb.2018.11.005] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 11/14/2018] [Accepted: 11/19/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND The resection margin (RM) status and microscopic vascular invasion (MVI) are known prognostic factors for hepatocellular carcinoma (HCC). An enhanced understanding of their impact on long-term prognosis is required to improve oncological outcomes. METHODS Using multi-institutional data, the different impact of the RM status (narrow, <1 cm, or wide, ≥1 cm) and MVI (positive or negative) on overall survival (OS) and recurrence-free survival (RFS) after curative liver resection of solitary HCC without macrovascular invasion was analyzed. RESULTS In 801 patients, 306 (38%) had a narrow RM and 352 (44%) had positive MVI. The median OS and RFS were 109.8 and 74.8 months in patients with wide RM & negative MVI, 93.5 and 53.1 months with wide RM & positive MVI, 79.2 and 41.6 months with narrow RM & negative MVI, and 69.2 and 37.5 months with narrow RM & positive MVI (both P < 0.01). On multivariable analyses, narrow RM & positive MVI had the highest hazard ratio with reduced OS and RFS (HR 2.96, 95% CI 2.11-4.17, and HR 3.15, 95% CI, 2.09-4.67, respectively). CONCLUSIONS Concomitant having narrow RM and positive MVI increases the risks of postoperative death and recurrence by about 2-fold in patients with solitary HCC.
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Affiliation(s)
- Jun Han
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Zhen-Li Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Hao Xing
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Han Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Peng Zhu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wan Yee Lau
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China; Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, N.T., Hong Kong SAR
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu'er People's Hospital, Yunnan, China
| | - Wei-Min Gu
- The First Department of General Surgery, The Fourth Hospital of Harbin, Heilongjiang, China
| | - Hong Wang
- Department of General Surgery, Liuyang People's Hospital, Hunan, China
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People's Hospital, Sichuan, China
| | - Yong-Yi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital, Fujian Medical University, Fujian, China
| | - Meng-Chao Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China.
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174
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A nomogram predicting the prognosis of young adult patients diagnosed with hepatocellular carcinoma: A population-based analysis. PLoS One 2019; 14:e0219654. [PMID: 31295310 PMCID: PMC6623961 DOI: 10.1371/journal.pone.0219654] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 06/28/2019] [Indexed: 02/08/2023] Open
Abstract
Background Few studies have reported the clinical characteristics and outcomes of young adult patients diagnosed with hepatocellular carcinoma (HCC). This study aimed to formulate a nomogram to predict the prognosis of young adult HCC patients. Methods Young adult patients diagnosed with HCC from 2004 to 2015 were screened from the Surveillance, Epidemiology, and End Results (SEER) database. Based on the multivariate analysis results, a nomogram was constructed. The concordance index (c-index) and calibration were used to assess the predictive performance of the nomogram. The clinical benefit was measured by using decision curve analysis (DCA). Results The mean follow-up time of the patients was 25.0±34.0 months. Gender, race, AFP level, Edmondson–Steiner classification, treatment and TNM stage were selected as independent prognostic factors and integrated into the nomogram. The c-indexes of the two sets were 0.786 and 0.775, respectively. The calibration curves showed good agreement between the nomogram-predicted probability and the actual observations. Furthermore, the DCA indicated that the nomogram had positive net benefits compared with the conventional staging system. Conclusions The nomogram could accurately predict the prognosis of young adult HCC patients.
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175
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Zhang T, Guo J, Gu J, Chen K, Wang Z, Li H, Wang G, Wang J. KIAA0101 is a novel transcriptional target of FoxM1 and is involved in the regulation of hepatocellular carcinoma microvascular invasion by regulating epithelial-mesenchymal transition. J Cancer 2019; 10:3501-3516. [PMID: 31293655 PMCID: PMC6603413 DOI: 10.7150/jca.29490] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 05/10/2019] [Indexed: 12/14/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related deaths due to tumor invasiveness, frequent intrahepatic dissemination and extrahepatic metastasis. However, the genes and signaling pathways that are involved remain incompletely understood. In this study, weighted gene coexpression network analysis (WGCNA) was performed to jointly analyze clinical information and gene expression data to identify key genes associated with clinical features. Through the bioinformatic analysis, the yellow module and microvascular invasion (MVI) were found to be highly associated (r=0.41) by Pearson's correlation analysis, and 20 hub genes were identified with both high gene significance (GS) and high module membership (MM) in the yellow module. Among these genes, FoxM1 and KIAA0101 were upregulated in HCC with MVI and were significantly positively correlated in HCC samples, indicating a novel regulatory network in HCC microvascular invasion. Moreover, in vitro experiments demonstrated that KIAA0101 is a direct target of FoxM1 and that KIAA0101 is required for the FoxM1-induced promotion of HCC cell invasion and migration. In addition, the FoxM1-KIAA0101 axis promotes HCC metastasis by inducing epithelial-mesenchymal transition (EMT). In summary, KIAA0101 is a novel target of FoxM1 and contributes to HCC metastasis by activating EMT. The FoxM1-KIAA0101 axis might be applied as a potential prognostic biomarker and therapeutic target for HCC.
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Affiliation(s)
- Tao Zhang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Jianrong Guo
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Jian Gu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Ke Chen
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Zheng Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.,Research Centre for Tissue Engineering and Regenerative Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Huili Li
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Guobin Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Jiliang Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
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176
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Chen K, Zhang L. LINC00339 regulates ROCK1 by miR-152 to promote cell proliferation and migration in hepatocellular carcinoma. J Cell Biochem 2019; 120:14431-14443. [PMID: 31081143 DOI: 10.1002/jcb.28701] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 12/04/2018] [Accepted: 12/06/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND/AIMS Emerging evidence have demonstrated that long noncoding RNAs are involved in the development and metastasis of various cancers including hepatocellular carcinoma (HCC). However, the role of LINC00339 in HCC progression is still unknown. METHODS The LINC00339 expression in HCC cancer cells (HUH7, HepG2, HUH-6, and SK-Hep-1) and tissues was assessed by quantitative real-time polymerase chain reaction (qRT-PCR). Functional experiments including cell counting Kit-8 wound-healing assay and transwell assay were used to explore the cell proliferation, migration, and invasion, respectively. The related molecular mechanisms were determined by Western blot. The RNA pull-down assay, luciferase reporters assay, qRT-PCR, and Western blot were performed to explore and confirm the interaction between LINC00339 and miR-152, between miR-152 and ROCK1. The role of LINC00339 in tumor formation and metastasis were explored through in vivo experiments. RESULTS LINC00339 was highly expressed in HCC tissues and cell lines. LINC00339 promoted the cell proliferation, migration, and invasion of HCC cells, while knockout of LINC00339 showed the opposite trends. The proliferation and migration of HCC cells induced by LINC00339 overexpression were mostly reversed after transfected with miR-152 mimics. LINC00339 exerted oncogenesis effect on HCC progression by targeting miR-152/ROCK1, and the expression of LINC00339 was negatively correlated with miR-152 expression and positively correlated with ROCK1 expression in clinical HCC samples. Moreover, we also proved that LINC00339 overexpression exacerbated the tumor formation and metastases in nude mice and LINC00339 silence showed the opposite results. CONCLUSION LINC00339 might act as a potential therapeutic target for HCC.
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Affiliation(s)
- Kun Chen
- Department of Ultrasonography, Huashan Hospital Affiliated to Fudan University, Shanghai, China
| | - Liang Zhang
- Department of Physician, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
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177
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Li Y, Ma B, Yin Z, Liu P, Liu J, Li J, Wang F, Chen H. Competing endogenous RNA network and prognostic nomograms for hepatocellular carcinoma patients who underwent R0 resection. J Cell Physiol 2019; 234:20342-20353. [PMID: 30963571 DOI: 10.1002/jcp.28634] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Revised: 03/16/2019] [Accepted: 03/19/2019] [Indexed: 12/24/2022]
Abstract
The prognosis of hepatocellular carcinoma (HCC) after R0 resection is unsatisfactory due to the high rate of recurrence. In this study, we investigated the recurrence-related RNAs and the underlying mechanism. The long noncoding RNA (lncRNA), microRNA (miRNA), and messenger RNA (mRNA) expression data and clinical information of 247 patients who underwent R0 resection patients with HCC were obtained from The Cancer Genome Atlas. Comparing the 1-year recurrence group (n = 56) with the nonrecurrence group (n = 60), we detected 34 differentially expressed lncRNAs (DElncRNAs), five DEmiRNAs, and 216 DEmRNAs. Of these, three DElncRNAs, hsa-mir-150-5p, and 11 DEmRNAs were selected for constructing the competing endogenous RNA (ceRNA) network. Next, two nomogram models were constructed based separately on the lncRNAs and mRNAs that were further selected by Cox and least absolute shrinkage and selection operator regression analysis. The two nomogram models that showed a high prediction accuracy for disease-free survival with the concordance indexes at 0.725 and 0.639. Further functional enrichment analysis of DEmRNAs showed that the mRNAs in the ceRNA network and nomogram models were associated with immune pathways. Hence, we constructed a hsa-mir-150-5p-centric ceRNA network and two effective nomogram prognostic models, and the related RNAs may be useful as potential biomarkers for predicting recurrence in patients with HCC.
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Affiliation(s)
- Yuntong Li
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, China
| | - Bingfen Ma
- Department of Internal Medicine, Siming Branch, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Zhenyu Yin
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, China
| | - Pingguo Liu
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, China
| | - Jianming Liu
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, China
| | - Jie Li
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, China
| | - Fuqiang Wang
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, China
| | - Huimin Chen
- Department of Hepatobiliary Surgery, Zhongshan Hospital Xiamen University, Xiamen, China
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178
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Cao Y, Ding W, Zhang J, Gao Q, Yang H, Cao W, Wang Z, Fang L, Du R. Significant Down-Regulation of Urea Cycle Generates Clinically Relevant Proteomic Signature in Hepatocellular Carcinoma Patients with Macrovascular Invasion. J Proteome Res 2019; 18:2032-2044. [DOI: 10.1021/acs.jproteome.8b00921] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Yin Cao
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
- Department of Hepatobiliary Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, 321 Zhongshan Road, Gulou District, Nanjing 210008, China
| | - WenWen Ding
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
| | - JingZi Zhang
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
| | - Qi Gao
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
| | - HaoXiang Yang
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
| | - WangSen Cao
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
| | - ZhongXia Wang
- Department of Hepatobiliary Surgery, The Affiliated Drum Tower Hospital of Nanjing University Medical School, 321 Zhongshan Road, Gulou District, Nanjing 210008, China
| | - Lei Fang
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
| | - RongHui Du
- Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, 22 Hankou Road, Gulou District, Nanjing 210093, China
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179
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Ke RS, Cai QC, Chen YT, Lv LZ, Jiang Y. Diagnosis and treatment of microvascular invasion in hepatocellular carcinoma. Eur Surg 2019. [DOI: 10.1007/s10353-019-0573-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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180
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Yang DW, Wang XP, Wang ZC, Yang ZH, Bian XF. A scientometric analysis on hepatocellular carcinoma magnetic resonance imaging research from 2008 to 2017. Quant Imaging Med Surg 2019; 9:465-476. [PMID: 31032193 DOI: 10.21037/qims.2019.02.10] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Background With the development of new magnetic resonance imaging (MRI) techniques, an increasing number of articles have been published regarding hepatocellular carcinoma magnetic resonance imaging (HCCMRI) in the past decade. However, few studies have statistically analyzed these published articles. In this study, we aim to systematically evaluate the scientific outcomes of HCCMRI research and explore the research hotspots from 2008 to 2017. Methods The included articles regarding HCCMRI research from 2008 to 2017 were downloaded from the Web of Science Core Collection and verified by two experienced radiologists. Excel 2016 was used to analyze the literature data, including the publication years and journals. CiteSpace V was used to perform co-occurrence analyses for authors, countries/regions and institutions and to generate the related collaboration network maps. Reference co-citation analysis (RCA) and burst keyword detection were also performed using CiteSpace V to explore the research hotspots in the past decade. Results A total of 835 HCCMRI articles published from 2008 to 2017 were identified. Journal of Magnetic Resonance Imaging published the most articles (79 publications, 9.46%). Extensive cooperating relationship were observed among countries/regions and among authors. South Korea had the most publications (199 publications, 21.82%), followed by the United States of America (USA) (190 publications, 20.83%), Japan (162 publications, 17.76%), and the People's Republic of China (148 publications, 16.23%). Among the top 10 co-cited authors, Bruix J (398 citations) was ranked first, followed by Llovet JM (235 citations), Kim YK (170 citations) and Forner A (152 citations). According to the RCA, ten major clusters were explored over the last decade; "LI-RADS data system" and "microvascular invasion" (MVI) were the two most recent clusters. Forty-seven burst keywords with the highest citation strength were detected over time. Of these keywords, "microvascular invasion" had the highest strength in the last 3 years. The LI-RADS has been constantly updated with the latest edition released in July 2018. However, the LI-RADS still has limitations in identifying certain categories of lesions by conceptual and non-quantitative probabilistic methods. Plenty of questions still need to be further answered such as the difference of diagnostic efficiency of each major/ancillary imaging features. Preoperative prediction of MVI of HCC is very important to therapeutic decision-making. Some parameters of Gd-EOB-DTPA-enhanced MRI were found to be useful in prediction of MVI, however, with a high specificity but a very low sensitivity. Comprehensive predictive model incorporating both imaging and clinical variables may be the more preferable in prediction of MVI of HCC. Conclusions HCCMRI-related publications displayed a gradually increasing trend from 2008 to 2017. The USA has a central position in collaboration with other countries/regions, while South Korea contributed the most in the number of publications. Of the ten major clusters identified in the RCA, the two most recent clusters were "LI-RADS data system" and "microvascular invasion", indicative of the current HCCMRI research hotspots.
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Affiliation(s)
- Da-Wei Yang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China.,Beijing Key Laboratory of Translational Medicine on Liver Cirrhosis, Beijing 100050, China.,Department of Radiology, Hotan District People's Hospital, Hotan 848000, China
| | - Xiao-Pei Wang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China
| | - Zhen-Chang Wang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China
| | - Zheng-Han Yang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China
| | - Xue-Feng Bian
- Department of Radiology, Hotan District People's Hospital, Hotan 848000, China
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181
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Chan AWH, Zhong J, Berhane S, Toyoda H, Cucchetti A, Shi K, Tada T, Chong CCN, Xiang BD, Li LQ, Lai PBS, Mazzaferro V, García-Fiñana M, Kudo M, Kumada T, Roayaie S, Johnson PJ. Development of pre and post-operative models to predict early recurrence of hepatocellular carcinoma after surgical resection. J Hepatol 2018; 69:1284-1293. [PMID: 30236834 DOI: 10.1016/j.jhep.2018.08.027] [Citation(s) in RCA: 389] [Impact Index Per Article: 55.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 08/22/2018] [Accepted: 08/28/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Resection is the most widely used potentially curative treatment for patients with early hepatocellular carcinoma (HCC). However, recurrence within 2 years occurs in 30-50% of patients, being the major cause of mortality. Herein, we describe 2 models, both based on widely available clinical data, which permit risk of early recurrence to be assessed before and after resection. METHODS A total of 3,903 patients undergoing surgical resection with curative intent were recruited from 6 different centres. We built 2 models for early recurrence, 1 using preoperative and 1 using pre and post-operative data, which were internally validated in the Hong Kong cohort. The models were then externally validated in European, Chinese and US cohorts. We developed 2 online calculators to permit easy clinical application. RESULTS Multivariable analysis identified male gender, large tumour size, multinodular tumour, high albumin-bilirubin (ALBI) grade and high serum alpha-fetoprotein as the key parameters related to early recurrence. Using these variables, a preoperative model (ERASL-pre) gave 3 risk strata for recurrence-free survival (RFS) in the entire cohort - low risk: 2-year RFS 64.8%, intermediate risk: 2-year RFS 42.5% and high risk: 2-year RFS 20.7%. Median survival in each stratum was similar between centres and the discrimination between the 3 strata was enhanced in the post-operative model (ERASL-post) which included 'microvascular invasion'. CONCLUSIONS Statistical models that can predict the risk of early HCC recurrence after resection have been developed, extensively validated and shown to be applicable in the international setting. Such models will be valuable in guiding surveillance follow-up and in the design of post-resection adjuvant therapy trials. LAY SUMMARY The most effective treatment of hepatocellular carcinoma is surgical removal of the tumour but there is often recurrence. In this large international study, we develop a statistical method that allows clinicians to estimate the risk of recurrence in an individual patient. This facility enhances communication with the patient about the likely success of the treatment and will help in designing clinical trials that aim to find drugs that decrease the risk of recurrence.
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Affiliation(s)
- Anthony W H Chan
- State Key Laboratory in Oncology in South China, Sir Y. K. Pao Centre for Cancer, Department of Anatomical & Cellular Pathology, and Department of Surgery, The Chinese University of Hong Kong, Hong Kong
| | - Jianhong Zhong
- Department of Hepatobiliary Surgery, Affiliated Tumour Hospital of Guangxi Medical University, Nanning, China
| | - Sarah Berhane
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK
| | - Hidenori Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, 4-86 Minaminokawa-cho, Ogaki, Gifu 503-8052, Japan
| | - Alessandro Cucchetti
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Italy
| | - KeQing Shi
- Department of Infection and Liver Diseases, Liver Research Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Toshifumi Tada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, 4-86 Minaminokawa-cho, Ogaki, Gifu 503-8052, Japan
| | - Charing C N Chong
- State Key Laboratory in Oncology in South China, Sir Y. K. Pao Centre for Cancer, Department of Anatomical & Cellular Pathology, and Department of Surgery, The Chinese University of Hong Kong, Hong Kong
| | - Bang-De Xiang
- Department of Hepatobiliary Surgery, Affiliated Tumour Hospital of Guangxi Medical University, Nanning, China
| | - Le-Qun Li
- Department of Hepatobiliary Surgery, Affiliated Tumour Hospital of Guangxi Medical University, Nanning, China
| | - Paul B S Lai
- State Key Laboratory in Oncology in South China, Sir Y. K. Pao Centre for Cancer, Department of Anatomical & Cellular Pathology, and Department of Surgery, The Chinese University of Hong Kong, Hong Kong
| | - Vincenzo Mazzaferro
- University of Milan and Gastrointestinal Surgery and Liver Transplantation Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Faculty of Medicine, Kindai University, Osaka, Japan
| | - Takashi Kumada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, 4-86 Minaminokawa-cho, Ogaki, Gifu 503-8052, Japan
| | - Sasan Roayaie
- Liver Cancer Program, White Plains Hospital - Montefiore Health System, White Plains, NY, United States
| | - Philip J Johnson
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, UK.
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182
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Impact of microvascular invasion on clinical outcomes after curative‐intent resection for intrahepatic cholangiocarcinoma. J Surg Oncol 2018; 119:21-29. [DOI: 10.1002/jso.25305] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2018] [Accepted: 11/01/2018] [Indexed: 12/18/2022]
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183
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Hu HT, Wang Z, Huang XW, Chen SL, Zheng X, Ruan SM, Xie XY, Lu MD, Yu J, Tian J, Liang P, Wang W, Kuang M. Ultrasound-based radiomics score: a potential biomarker for the prediction of microvascular invasion in hepatocellular carcinoma. Eur Radiol 2018; 29:2890-2901. [DOI: 10.1007/s00330-018-5797-0] [Citation(s) in RCA: 136] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 08/24/2018] [Accepted: 09/24/2018] [Indexed: 02/06/2023]
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184
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Microvascular Invasion in HCC: The Molecular Imaging Perspective. CONTRAST MEDIA & MOLECULAR IMAGING 2018; 2018:9487938. [PMID: 30402046 PMCID: PMC6193341 DOI: 10.1155/2018/9487938] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 09/20/2018] [Indexed: 12/11/2022]
Abstract
Hepatocellular carcinoma represents the most frequent primary liver tumor; curative options are only surgical resection and liver transplantation. From 1996, Milan Criteria are applied in consideration of patients with cirrhosis and hepatocellular for liver transplantation; nonetheless, more recently, Milan Criteria have been criticized because they appear over conservative. Apart from number and size of lesions and biomarker levels, which already have been associated with poorer prognosis, overall survival and recurrence rates after transplantation are affected also by the presence of vascular invasion. Microvascular invasion suggests a poor prognosis but it is often hard to detect before transplant. Diagnostic imaging and tumor markers may play an important role and become the main tools to define microvascular invasion. In particular, a possible role could be found for computed tomography, magnetic resonance imaging, and positron emission tomography. In this paper, we analyze the possible role of positron emission tomography as a preoperative imaging biomarker capable of predicting microvascular invasion in patients with hepatocellular carcinoma and thus selecting optimal candidates for liver transplantation.
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185
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Li Z, Lei Z, Xia Y, Li J, Wang K, Zhang H, Wan X, Yang T, Zhou W, Wu M, Pawlik TM, Lau WY, Shen F. Association of Preoperative Antiviral Treatment With Incidences of Microvascular Invasion and Early Tumor Recurrence in Hepatitis B Virus-Related Hepatocellular Carcinoma. JAMA Surg 2018; 153:e182721. [PMID: 30073257 PMCID: PMC6233791 DOI: 10.1001/jamasurg.2018.2721] [Citation(s) in RCA: 83] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 04/28/2018] [Indexed: 12/12/2022]
Abstract
IMPORTANCE A reduced incidence of microvascular invasion (MVI) in hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) may be associated with a decreased risk of early tumor recurrence and better survival after partial hepatectomy. OBJECTIVE To examine the association of preoperative antiviral treatment (AVT) with the incidences of MVI and posthepatectomy early tumor recurrence in HBV-related HCC. DESIGN, SETTING, AND PARTICIPANTS Data on a cohort of 2362 patients who underwent R0 resection for HBV-related HCC between January 2008 and April 2010 at the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China, were reviewed. The median (interquartile range) postoperative follow-up was 44.8 (22.8-59.3) months. Data were analyzed from June 2016 to October 2017. INTERVENTIONS Preoperative AVT and partial hepatectomy. MAIN OUTCOMES AND MEASURES Overall survival and time to recurrence after surgery were calculated and compared using the Kaplan-Meier method, log-rank test, and Cox regression analysis. Independent risk factors of MVI presence were assessed by logistic regression analysis. RESULTS Among 2362 included patients, 1999 (84.6%) were men, and the median (interquartile range) age was 50.6 (43.1-57.3) years. A total of 2036 patients (86.2%) did not receive any preoperative AVT, while 326 (13.8%) received ongoing AVT more than 90 days before surgery. In the non-AVT group, compared with a preoperative HBV DNA level of less than 2000 IU/mL, a preoperative HBV DNA level of 2000 IU/mL or greater was associated with an increased risk of MVI (odds ratio [OR], 1.399; 95% CI, 1.151-1.701). Compared with the non-AVT group, patients receiving AVT had a lower incidence of MVI (38.7% [126 of 326] vs 48.6% [989 of 2036]; P = .001) and reduced risk of MVI (OR, 0.758; 95% CI, 0.575-0.998). A complete response to AVT was an independent protective factor of MVI (OR, 0.690; 95% CI, 0.500-0.952). Accordingly, preoperative AVT was associated with decreased 6-month, 1-year, and 2-year recurrences vs non-AVT (14.2%, 24.6%, and 38.5%, respectively, vs 23.4%, 37.1%, and 52.3%; P < .001); AVT was protective of early tumor recurrence (hazard ratio, 0.732; 95% CI, 0.605-0.886). In addition, patients in the non-AVT group were more likely to have multiple intrahepatic recurrences (49.1% [549 of 1119] vs 36.2% [54 of 149]; P = .003) and recurrences involving multiple hepatic segments compared with patients receiving AVT. CONCLUSIONS AND RELEVANCE A high preoperative HBV DNA level was an independent risk factor of MVI. Antiviral treatment administered more than 90 days before surgery was associated with reduced incidences of MVI and early tumor recurrence after partial hepatectomy for HBV-related HCC.
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Affiliation(s)
- Zheng Li
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Zhengqing Lei
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Yong Xia
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Jun Li
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Kui Wang
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Han Zhang
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Xuying Wan
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Tian Yang
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Weiping Zhou
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Mengchao Wu
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Timothy M. Pawlik
- Department of Surgery, Wexner Medical Center, Ohio State University, Columbus
| | - Wan Yee Lau
- Faculty of Medicine, the Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Feng Shen
- Department of Hepatic Surgery, the Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
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Rastogi A. Changing role of histopathology in the diagnosis and management of hepatocellular carcinoma. World J Gastroenterol 2018; 24:4000-4013. [PMID: 30254404 PMCID: PMC6148422 DOI: 10.3748/wjg.v24.i35.4000] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 07/23/2018] [Accepted: 08/01/2018] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common and fatal cancer in the world. HCC frequently presents with advanced disease, has a high recurrence rate and limited treatment options, which leads to very poor prognosis. This warrants urgent improvement in the diagnosis and treatment. Liver biopsy plays very important role in the diagnosis and prognosis of HCC, but with technical advancements and progression in the field of imaging, clinical guidelines have restricted the role of biopsy to very limited situations. Biopsy also has its own problems of needle tract seeding of tumor, small risk of complications, technical and sampling errors along with interpretative errors. Despite this, tissue analysis is often required because imaging is not always specific, limited expertise and lack of advanced imaging in many centers and limitations of imaging in the diagnosis of small, mixed and other variant forms of HCC. In addition, biopsy confirmation is often required for clinical trials of new drugs and targeted therapies. Tissue biomarkers along with certain morphological features, phenotypes and immune-phenotypes that serve as important prognostic and outcome predictors and as decisive factors for therapy decisions, add to the continuing role of histopathology. Advancements in cancer biology and development of molecular classification of HCC with clinic pathological correlation, lead to discovery of HCC phenotypic surrogates of prognostic and therapeutically significant molecular signatures. Thus tissue characteristics and morphology based correlates of molecular subtypes provide invaluable information for management and prognosis. This review thus focuses on the importance of histopathology and resurgence of role of biopsy in the diagnosis, management and prognostication of HCC.
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Affiliation(s)
- Archana Rastogi
- Department of Pathology, Institute of Liver & Biliary Sciences, New Delhi 110070, India
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