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Kohla M, Ashour R, Taha H, El-Abd O, Osman M, Abozeid M, ELKhadry SW. Prognostic performance of Hong Kong Liver Cancer with Barcelona Clinic Liver Cancer staging systems in hepatocellular carcinoma. BMC Gastroenterol 2024; 24:318. [PMID: 39294585 PMCID: PMC11409554 DOI: 10.1186/s12876-024-03387-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 08/27/2024] [Indexed: 09/20/2024] Open
Abstract
BACKGROUND Accurate staging is necessary for predicting hepatocellular carcinoma (HCC) prognosis and guiding patient management. The Barcelona Clinic Liver Cancer (BCLC) staging system has limitations due to heterogeneity observed among patients in BCLC stages B and C. In contrast, the Hong Kong Liver Cancer (HKLC) staging system offers more aggressive treatment strategies. AIM To compare the prognostic performance of HKLC and BCLC staging systems in Egyptian patients with HCC. METHODS We conducted a retrospective study at the National Liver Institute, Menoufia University, Egypt, on 1015 HCC patients. Data was collected from patients' medical records over 10 years (from 2008 to 2018). The BCLC and HKLC stages were identified, and Kaplan-Meier survival analysis was used to compare patients' overall survival rates within each staging system. Additionally, we evaluated the comparative prognostic performance of the two staging systems. RESULTS Hepatitis C was identified as the underlying etiology in 799 patients (78.7%), hepatitis B in 12 patients (1.2%), and non-viral causes in 204 patients (20.1%). The survival analysis demonstrated significant differences across the various stages within both the BCLC and HKLC systems. The receiver operating characteristic (ROC) curves indicated a marginally superior performance of the HKLC system in predicting survival at 1, 2, and 3 years compared to the BCLC system. Furthermore, the HKLC staging provided a slightly enhanced prognostic capability, particularly for patients classified under BCLC stages B and C, suggesting a potential survival benefit. CONCLUSION HKLC classification had a slightly better prognostic performance than BCLC staging system and may offer a survival advantage for certain patients with HCC in BCLC stage B and C HCC cases.
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Affiliation(s)
- Mohamed Kohla
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, 32511, Egypt
| | - Reham Ashour
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, 32511, Egypt
| | - Hossam Taha
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, 32511, Egypt
| | - Osama El-Abd
- Department of Diagnostic Medical Imaging and Interventional Radiology, National Liver Institute, Menoufia University, Shebin El-Kom, 32511, Egypt
| | - Maher Osman
- Department of Hepatopancreatobiliary surgery, National Liver Institute, Menoufia University, Shebin El-Kom, 32511, Egypt
| | - Mai Abozeid
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, 32511, Egypt
| | - Sally Waheed ELKhadry
- Department of Epidemiology and Preventive Medicine, National Liver Institute, Menoufia University, Shebin El-Kom, 32511, Egypt.
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Wang Q, Zhang Z, Zhou H, Qin Y, He J, Li L, Ding X. Eosinophil-Associated Genes are Potential Biomarkers for Hepatocellular Carcinoma Prognosis. J Cancer 2024; 15:5605-5621. [PMID: 39308686 PMCID: PMC11414626 DOI: 10.7150/jca.95138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 08/21/2024] [Indexed: 09/25/2024] Open
Abstract
Background: Eosinophils, a type of white blood cell originating from the bone marrow, are widely believed to play a crucial role in inflammatory processes, including allergic reactions and parasitic infections. However, the relationship between eosinophils and liver cancer is not well understood. Methods: Tumor immune infiltration scores were calculated using single-sample Gene Set Enrichment Analysis (ssGSEA). Key modules and hub genes associated with eosinophils were screened using Weighted Gene Co-expression Network Analysis (WGCNA). Univariate and multivariate Cox analyses, along with LASSO regression, were used to identify prognostic genes and create a risk model. The Tumor Immune Dysfunction and Exclusion (TIDE) score was used to evaluate the immunotherapeutic significance of the eosinophil-associated gene risk score (ERS) model. Experiments such as flow cytometry, immunohistochemical analysis, real-time quantitative PCR (RT-qPCR), and Western blotting were used to determine gene expression levels and the status of eosinophil infiltration in tumors. Results: A risk trait model including 4 eosinophil-associated genes (RAMP3, G6PD, SSRP1, PLOD2) was developed by univariate Cox analysis and Lasso screening. Pathologic grading (p < 0.001) and model risk scores (p < 0.001) were found to be independent predictors of hepatocellular carcinoma (HCC) patient survival. Western blotting revealed higher levels of eosinophil peroxidase (EPX) in HCC tissues compared to adjacent normal tissues. Immunohistochemistry showed that eosinophils mainly infiltrated the connective tissue around HCC. The HCC samples showed low expression of RAMP3 and high expression of G6PD, SSRP1, and PLOD2, as detected by IHC and RT-qPCR analysis. The in vivo mouse experiments showed that IL-33 treatment induced the recruitment of eosinophils and reduced the number of intrahepatic tumor nodules. Conclusion: Overall, eosinophil infiltration in HCC is significantly correlated with patient survival. The risk assessment model based on eosinophil-related genes serves as a reliable clinical prognostic indicator and provides insights for precise treatment of HCC.
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Affiliation(s)
- Qinghao Wang
- The National & Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Science, Hunan Normal University, Changsha, 410081, China
- Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, 410081, China
| | - Zixin Zhang
- The National & Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Science, Hunan Normal University, Changsha, 410081, China
- Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, 410081, China
| | - Hao Zhou
- The National & Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yanling Qin
- The National & Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Jun He
- Hunan Provincial Key Laboratory of Regional Hereditary Birth Defects Prevention and Control, Changsha Hospital for Maternal & Child Health Care Affiliated to Hunan Normal University, Changsha, 410007, China
| | - Limin Li
- Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, 410081, China
- College of Engineering and Design, Hunan Normal University, Changsha, 410081, China
| | - Xiaofeng Ding
- The National & Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Science, Hunan Normal University, Changsha, 410081, China
- Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, 410081, China
- Peptide and Small Molecule Drug R&D Platform, Furong Laboratory, Hunan Normal University, Changsha, 410081, China
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Milella M. Stage Classification and Prognosis Assessment in Localized Pancreatic Cancer: It Takes Two to Tango. J Clin Oncol 2024; 42:1331-1334. [PMID: 38315951 DOI: 10.1200/jco.23.02494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 12/15/2023] [Accepted: 12/18/2023] [Indexed: 02/07/2024] Open
Affiliation(s)
- Michele Milella
- Section of Innovation Biomedicine-Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona, Verona, Italy
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Wang MD, Xiang H, Hong TY, Mierxiati A, Yan FH, Zhang L, Wang C. Integrated analysis of intratumoral biomarker and tumor-associated macrophage to improve the prognosis prediction in cancer patients. BMC Cancer 2023; 23:593. [PMID: 37370037 DOI: 10.1186/s12885-023-11027-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 05/30/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND The lack of effective and accurate predictive indicators remains a major bottleneck for the improvement of the prognosis of patients with hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC). Hepatitis B virus X (HBx) has been widely suggested as a critical pathogenic protein for HBV-driven liver carcinogenesis, while tumor-associated macrophage (TAM) infiltration is also closely related to the tumorigenesis and progression of HCC. However, few studies have determined whether combining HBx expression with TAM populations could increase the accuracy of prognostic prediction for HBV-related HCC. METHODS The study cohort enrolling 251 patients with HBV-related HCC was randomly split into a training and a validation group (ratio 1:1). The expression levels of HBx and TAM marker CD68 in HCC samples were detected by immunohistochemistry. Kaplan-Meier curves, Cox regression and Harrell's concordance index (C-index) analysis were conducted to evaluate the prognostic significance of these indicators alone or in combination. RESULTS The expression level of HBx was strongly correlated with CD68+ TAM infiltration in HCC tissues. Elevated HBx or CD68 expression indicated poorer overall survival (OS) and progression-free survival (PFS) after hepatectomy, and both of them were independent risk factors for postoperative survival. Meanwhile, patients with both high HBx and CD68 levels had worst clinical outcomes. Moreover, integrating HBx and CD68 expression with clinical indicators (tumor size and micro-vascular invasion) showed the best prognostic potential with highest C-index value for survival predictivity, and this proposed model also performed better than several conventional classifications of HCC. CONCLUSION Combining the expression of intratumoral HBx, CD68+ TAM population and clinical variables could enable better prognostication for HBV-related HCC after hepatectomy, thus providing novel insights into developing more effective clinical prediction model based on both molecular phenotypes and tumor-immune microenvironment.
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Affiliation(s)
- Ming-Da Wang
- Shanghai Health Commission Key Lab of Artificial Intelligence-Based Management of Inflammation and Chronic Diseases, Gongli Hospital, Navy Medical University, 219 Miaopu Road, Shanghai, 200135, China
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, 200433, China
| | - Hao Xiang
- The Third Affiliated Hospital of Zunyi Medical University, The First People's Hospital of Zunyi), Guizhou, 563000, China
| | - Tian-Yu Hong
- Shanghai Health Commission Key Lab of Artificial Intelligence-Based Management of Inflammation and Chronic Diseases, Gongli Hospital, Navy Medical University, 219 Miaopu Road, Shanghai, 200135, China
| | - Abudurexiti Mierxiati
- Shanghai Health Commission Key Lab of Artificial Intelligence-Based Management of Inflammation and Chronic Diseases, Gongli Hospital, Navy Medical University, 219 Miaopu Road, Shanghai, 200135, China
| | - Fei-Hu Yan
- Department of Colorectal Surgery, Shanghai Changhai Hospital, Navy Medical University, Shanghai, 200433, China.
| | - Ling Zhang
- Department of Obstetrics and Gynecology, School of Medicine, Chengdu Women's and Children's Central Hospital, University of Electronic Science and Technology of China, Sichuan, 610000, China.
| | - Chao Wang
- Shanghai Health Commission Key Lab of Artificial Intelligence-Based Management of Inflammation and Chronic Diseases, Gongli Hospital, Navy Medical University, 219 Miaopu Road, Shanghai, 200135, China.
- Department of Urinary Surgery, Gongli Hospital, Navy Medical University, Shanghai, 200135, China.
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Xu J, An S, Lu Y, Li L, Wu ZQ, Xu HG. Preoperative alpha fetoprotein, total bilirubin, fibrinogen, albumin, and lymphocytes predict postoperative survival in hepatocellular carcinoma. Cancer Med 2023. [PMID: 37156623 DOI: 10.1002/cam4.6030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 04/13/2023] [Accepted: 04/21/2023] [Indexed: 05/10/2023] Open
Abstract
AIMS Our study focused on exploring the feasible prognostic laboratory parameters of HCC and establishing a score model to estimate individualized overall survival (OS) in HCC after resection. METHODS Four hundred and sixty-one patients with HCC who underwent hepatectomy between January 2010 and December 2017 was enrolled in this investigation. Cox proportional hazards model was conducted to analyze the prognostic value of laboratory parameters. The score model construction was based on the forest plot results. Overall survival was evaluated by Kaplan-Meier method and the log-rank test. The novel score model was validated in an external validation cohort from a different medical institution. RESULTS We identified that alpha fetoprotein (AFP), total bilirubin (TB), fibrinogen (FIB), albumin (ALB), and lymphocyte (LY) were independent prognostic factors. High AFP, TB, FIB (HR > 1, p < 0.05), and low ALB, LY (HR < 1, p < 0.05) were associated with the survival of HCC. The novel score model of OS based on these five independent prognostic factors achieved high C-index of 0.773 (95% confidence interval [CI]: 0.738-0.808), which was significantly higher than those of the single five independent factors (0.572-0.738). The score model was validated in the external cohort whose C-index was 0.7268 (95% CI: 0.6744-0.7792). CONCLUSION The novel score model we established was an easy-to-use tool which could enable individualized estimation of OS in patients with HCC who underwent curative hepatectomy.
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Affiliation(s)
- Jia Xu
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
| | - Shu An
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Ying Lu
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
| | - Laisheng Li
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Zhi-Qi Wu
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
| | - Hua-Guo Xu
- Department of Laboratory Medicine, the First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, Jiangsu, China
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Shi Y, Huang G, Jiang F, Zhu J, Xu Q, Fang H, Lan S, Pan Z, Jian H, Li L, Zhang Y. Deciphering a mitochondria-related signature to supervise prognosis and immunotherapy in hepatocellular carcinoma. Front Immunol 2022; 13:1070593. [PMID: 36544763 PMCID: PMC9761315 DOI: 10.3389/fimmu.2022.1070593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 11/17/2022] [Indexed: 12/12/2022] Open
Abstract
Background Hepatocellular carcinoma (HCC) is a major public health problem in humans. The imbalance of mitochondrial function has been discovered to be closely related to the development of cancer recently. However, the role of mitochondrial-related genes in HCC remains unclear. Methods The RNA-sequencing profiles and patient information of 365 samples were derived from the Cancer Genome Atlas (TCGA) dataset. The mitochondria-related prognostic model was established by univariate Cox regression analysis and LASSO Cox regression analysis. We further determined the differences in immunity and drug sensitivity between low- and high-risk groups. Validation data were obtained from the International Cancer Genome Consortium (ICGC) dataset of patients with HCC. The protein and mRNA expression of six mitochondria-related genes in tissues and cell lines was verified by immunohistochemistry and qRT-PCR. Results The six mitochondria-related gene signature was constructed for better prognosis forecasting and immunity, based on which patients were divided into high-risk and low-risk groups. The ROC curve, nomogram, and calibration curve exhibited admirable clinical predictive performance of the model. The risk score was associated with clinicopathological characteristics and proved to be an independent prognostic factor in patients with HCC. The above results were verified in the ICGC validation cohort. Compared with normal tissues and cell lines, the protein and mRNA expression of six mitochondria-related genes was upregulated in HCC tissues and cell lines. Conclusion The signature could be an independent factor that supervises the immunotherapy response of HCC patients and possess vital guidance value for clinical diagnosis and treatment.
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Affiliation(s)
- Yanlong Shi
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Guo Huang
- Hengyang Medical School, University of South China, Hengyang, Hunan, China,Key Laboratory of Tumor Cellular and Molecular Pathology, College of Hunan Province, Cancer Research Institute, University of South China, Hengyang, Hunan, China
| | - Fei Jiang
- Department of General Surgery, Fuyang Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Jun Zhu
- Department of Oncology, Fuyang Hospital of Anhui Medical University, Fuyang, Anhui, China
| | - Qiyang Xu
- Department of General Surgery, the Fifth People’s Hospital of Fuyang City, Fuyang, Anhui, China
| | - Hanlu Fang
- Institute of Medical and Health Science, Hebei Medical University, Shijiazhuang, Hebei, China
| | - Sheng Lan
- The Second Clinical College of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Ziyuan Pan
- Hengyang Hospital affiliated of Hunan University of Chinese Medicine, Hengyang, Hunan, China
| | - Haokun Jian
- School of Basic Medical Sciences, Xinxiang Medical University, Xinxiang, Henan, China
| | - Li Li
- Department of General Surgery, Fuyang Hospital of Anhui Medical University, Fuyang, Anhui, China,*Correspondence: Li Li, ; Yewei Zhang,
| | - Yewei Zhang
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China,*Correspondence: Li Li, ; Yewei Zhang,
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Seven Hub Genes Predict the Prognosis of Hepatocellular Carcinoma and the Corresponding Competitive Endogenous RNA Network. JOURNAL OF ONCOLOGY 2022; 2022:3379330. [PMID: 36276270 PMCID: PMC9581604 DOI: 10.1155/2022/3379330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 08/15/2022] [Accepted: 08/18/2022] [Indexed: 12/24/2022]
Abstract
Purpose This study was aimed at identifying hub genes and ceRNA regulatory networks linked to prognosis in hepatocellular carcinoma (HCC) and to identify possible therapeutic targets. Methods Differential expression analyses were performed to detect the differentially expressed genes (DEGs) in the four datasets (GSE76427, GSE6764, GSE62232, and TCGA). The intersected DEmRNAs were identified to explore biological significance by enrichment analysis. We built a competitive endogenous RNA (ceRNA) network of lncRNA-miRNA-mRNA. The mRNAs of the ceRNA network were used to perform Cox and Kaplan-Meier analyses to obtain prognosis-related genes, followed by the selection of genes with an area under the curve >0.8 to generate the random survival forest model and obtain feature genes. Furthermore, the feature genes were subjected to least absolute shrinkage and selection operator (LASSO) and univariate Cox analyses were used to identify the hub genes. Finally, the infiltration status of immune cells in the HCC samples was determined. Results A total of 1923 intersected DEmRNAs were identified in four datasets and involved in cell cycle and carbon metabolism. ceRNA network was created using 10 lncRNAs, 67 miRNAs, and 1,923 mRNAs. LASSO regression model was performed to identify seven hub genes, SOCS2, MYOM2, FTCD, ADAMTSL2, TMEM106C, LARS, and KPNA2. Among them, TMEM106C, LARS, and KPNA2 had a poor prognosis. KPNA2 was considered a key gene base on LASSO and Cox analyses and involved in the ceRNA network. T helper 2 cells and T helper cells showed a higher degree of infiltration in HCC. Conclusion The findings revealed seven hub genes implicated in HCC prognosis and immune infiltration. A corresponding ceRNA network may help reveal their potential regulatory mechanism.
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Guo Z, Liang J. Lipid-Based Factors: A Promising New Biomarker for Predicting Prognosis and Conditional Survival Probability in Hepatocellular Carcinoma. J Hepatocell Carcinoma 2022; 9:869-883. [PMID: 36051861 PMCID: PMC9427011 DOI: 10.2147/jhc.s360871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 08/09/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Abnormalities in lipid metabolism play a vital role in the development of cancer. This retrospective study aimed to evaluate the survival prognosis of patients with hepatocellular carcinoma (HCC) in terms of (free fatty acid: high-density lipoproteins) ratio (FF-HL) and to compare it with conditional probability and annual death hazard. Patients and Methods Patients (n=300) were enrolled. Time-dependent receiver operating characteristic (ROC) analysis was used to determine the predictive ability of survival. Survival probabilities were estimated using the Kaplan-Meier method and Log rank tests were performed for statistical significance. Results The area under the ROC curve for FF-HL, which predicts overall survival (OS), was superior to other markers. Patients in the high FF-HL (>840.3) showed poorer OS and progress-free survival (PFS). In multivariable analysis, FF-HL was an independent marker in predicting OS. Younger people and those with intrahepatic metastasis in higher FF-HL groups, as well as older men without vascular invasion in higher AHLR groups showed shorter OS and PFS. 3-year conditional disease-free survival (CDFS3) was slightly higher than those with actuarial survival. The death risk for 3-year conditional OS (COS3) was stable in the group with low FF-HL and (albumin: high-density lipoproteins) ratio (AHLR) and more pronounced in high subgroups. However, risk stratification using the Barcelona Clinic Liver Cancer approach and Child-Pugh score might not accurately predict COS3. Conclusion FF-HL and AHLR are not only promising biomarkers in terms of predictive ability of OS and PFS but also provide time-dependent prognostic information for HCC patients.
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Affiliation(s)
- Ziwei Guo
- Peking University Cancer Hospital and Institute, Medical Oncology, Beijing, People’s Republic of China
- Peking University International Hospital, Medical Oncology, Beijing, People’s Republic of China
| | - Jun Liang
- Peking University Cancer Hospital and Institute, Medical Oncology, Beijing, People’s Republic of China
- Peking University International Hospital, Medical Oncology, Beijing, People’s Republic of China
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Jin Y, Liang ZY, Zhou WX, Zhou L. An MMP-based risk score strongly distinguishes prognosis in hepatocellular carcinoma after resection. Future Oncol 2022; 18:2903-2917. [PMID: 35861053 DOI: 10.2217/fon-2021-1558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To first explore the prognostic value of MMP11 and MMP15 in hepatocellular carcinoma. Methods: MMP11/MMP15 expression was immunohistochemically detected and correlated with clinicopathologic variables and survival and confirmed in publicly available databases. An MMP-based risk score (MMPRS) was established. Results: Tumoral MMP11/MMP15 expression was higher and univariately associated with crucial clinicopathologic parameters, overall survival and disease-free survival in all patients and/or many subsets. Multivariately, MMP11/MMP15 expression remained significant. Their overexpression and prognostic value were confirmed in the Ualcan and Kaplan-Meier plotter databases. Critically, the novel MMPRS integrating MMP11, MMP15 and tumor-node-metastasis stage identified subgroups with the best and worst prognoses, with much higher predictive power. Conclusion: MMP11 and MMP15 served as prognosticators in hepatocellular carcinoma. MMPRS might work more accurately.
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Affiliation(s)
- Ye Jin
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Zhi-Yong Liang
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Wei-Xun Zhou
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
| | - Li Zhou
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing, 100730, China
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Cui Y, Jiang N. Identification of a seven-gene signature predicting clinical outcome of liver cancer based on tumor mutational burden. Hum Cell 2022; 35:1192-1206. [PMID: 35622212 DOI: 10.1007/s13577-022-00708-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 04/20/2022] [Indexed: 12/13/2022]
Abstract
The total number of somatic mutations may affect the prognosis of cancer, so we applied bioinformatics methods to investigate the association between the TMB (tumor mutational burden)-related differentially expressed genes (DEGs) and the prognosis of hepatocellular carcinoma (HCC). We calculated the TMB value of the patients with HCC in TCGA database and identified the differentially expressed genes between the high-TMB and low-TMB patients. We performed functional enrichment analysis and LASSO Cox regression analysis of the DEGs, and seven genes were screened to establish a risk score model. A nomogram based on the risk scores was drawn to assess the predictive outcomes compared to the actual outcomes. The expression level of the seven genes was verified in cancer cell lines. Moreover, we explored the difference in immune cells infiltration and immune checkpoints between the high-risk and low-risk groups. The results showed that the DEGs between the high-TMB and low-TMB patients were enriched in extracellular matrix organization. A seven-gene risk score model (PAGE1, CHGA, OGN, MMP7, TRIM55, MAGEA6, and MAGEA12) was established for predicting HCC prognosis. Patients with lower risk scores had longer survival time and lower mortality rate. The nomogram based on risk scores and TNM staging showed good performance and reliability in predicting the clinical outcomes. Significant differences in cell infiltration and checkpoints were found between the high-risk and low-risk groups. Our study demonstrated a seven-gene signature and a nomogram based on the risk score model to predict the prognosis of HCC. Some of the newly identified DEGs may be potential biomarkers or therapeutic targets.
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Affiliation(s)
- Yunlong Cui
- Department of Hepatobiliary Surgery, Tianjin Medical University Cancer Institute and Hospital, 300060, Tianjin, People's Republic of China
| | - Ning Jiang
- Tianjin Key Laboratory of Exercise Physiology and Sports Medicine, Tianjin University of Sport, 301617, Tianjin, People's Republic of China.
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Tan P, Grundy L, Makary P, Eng KH, Ramsay G, Bekheit M. The value of liquid biopsy in the diagnosis and staging of hepatocellular carcinoma: a systematic review. Transl Gastroenterol Hepatol 2021; 6:54. [PMID: 34805576 PMCID: PMC8573369 DOI: 10.21037/tgh.2020.01.11] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 01/18/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Blood-borne tumour markers in the form of circulating tumour cells (CTCs) are of intense research interest in the diagnostic and prognostic work-up of hepatocellular carcinoma (HCC). METHODS This is a meta-analysis. Using a PICO strategy, adults with HCC was the population, with the individual CTCs as the intervention and comparators. The primary outcome was the sensitivity and specificity of HCC detection with tumour specific single gene methylation alteration. Secondary outcomes were the comparison using specific assay methods and the effect of early vs. late stages on CTC positivity. We included patients with HCC who had samples taken from peripheral blood and had sufficient data to assess the outcome data. ASSIA, Cochrane library, EMbase, Medline, PubMed and the knowledge network Scotland were systematically searched with appropriate Mesh terms employed. The quality assessment of diagnostic accuracy studies (QUADAS) was used to ensure quality of data. Statistical analysis was performed using the 'Rev Man' meta-analysis soft ward for Windows. RESULTS The review included 36 studies, with a total of 5,853 patients. Here, we found that AFP has the highest overall diagnostic performance. The average Youden index amongst all CTC was 0.46 with a mode and median of 0.5 with highest of 0.87 and lowest of 0.01. CONCLUSIONS The available literature provides weak evidence that there is potential in the use of CTC, however the lack of a standardised procedure in the study of CTC contribute to the lack of consensus of use. Future research should include large scaled, standardized studies for the diagnostic accuracy of CTCs.
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Affiliation(s)
- Poh Tan
- Department of General Surgery, Aberdeen Royal Infirmary, Aberdeen, UK
| | - Lisa Grundy
- Department of General Surgery, Aberdeen Royal Infirmary, Aberdeen, UK
| | - Peter Makary
- Department of General Surgery, Aberdeen Royal Infirmary, Aberdeen, UK
| | | | - George Ramsay
- Rowette institute of Health Sciences, Medical School, University of Aberdeen, Aberdeen, UK
| | - Mohamed Bekheit
- Department of General Surgery, Aberdeen Royal Infirmary, Aberdeen, UK
- Department of Surgery, El Kabbary Hospital, Alexandria, Egypt
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Beumer BR, Buettner S, Galjart B, van Vugt JLA, de Man RA, IJzermans JNM, Koerkamp BG. Systematic review and meta-analysis of validated prognostic models for resected hepatocellular carcinoma patients. Eur J Surg Oncol 2021; 48:492-499. [PMID: 34602315 DOI: 10.1016/j.ejso.2021.09.012] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 09/13/2021] [Accepted: 09/15/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Many prognostic models for Hepatocellular Carcinoma (HCC) have been developed to inform patients and doctors about individual prognosis. Previous reviews of these models were qualitative and did not assess performance at external validation. We assessed the performance of prognostic models for HCC and set a benchmark for biomarker studies. METHODS All externally validated models predicting survival for patients with resected HCC were systematically reviewed. After selection, we extracted descriptive statistics and aggregated c-indices using meta-analysis. RESULTS Thirty-eight validated prognostic models were included. Models used on average 7 (IQR:4-9) prognostic factors. Tumor size, tumor number, and vascular invasion were almost always included. Alpha-fetoprotein (AFP) was commonly incorporated since 2007. Recently, the more subjective items ascites and encephalopathy have been dropped. Eight established models performed poor to moderate at external validation, with a pooled C-index below 0.7; including the Barcelona Clinic Liver Cancer (BCLC) system, the American Joint Committee on Cancer (AJCC) 7th edition, the Cancer of the Liver Italian (CLIP) Program, and the Japan Integrated Staging (JIS) score. Out of 24 prognostic models predicting OS, only 6 (25%) had good performance at external validation with pooled C-indices above 0.7; the Li-post (0.77), Li-OS (0.74), Yang-pre (0.74), Yang-post (0.76), Shanghai-score (0.70), and Wang-nomogram (0.71). Models improved over time, but overall performance and study quality remained low. CONCLUSIONS Six validated prognostic models demonstrated good performance for predicting survival after resection of HCC. These models can guide patients and doctors and are a benchmark for future models incorporating novel biomarkers.
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Affiliation(s)
- Berend R Beumer
- Erasmus MC Transplant Institute, Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Stefan Buettner
- Erasmus MC Transplant Institute, Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Boris Galjart
- Erasmus MC Transplant Institute, Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Jeroen L A van Vugt
- Erasmus MC Transplant Institute, Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Robert A de Man
- Erasmus MC Transplant Institute, Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Jan N M IJzermans
- Erasmus MC Transplant Institute, Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Bas Groot Koerkamp
- Erasmus MC Transplant Institute, Department of Surgery Division of HPB & Transplant Surgery, Erasmus MC, University Medical Centre Rotterdam, Rotterdam, the Netherlands.
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Meier T, Timm M, Montani M, Wilkens L. Gene networks and transcriptional regulators associated with liver cancer development and progression. BMC Med Genomics 2021; 14:41. [PMID: 33541355 PMCID: PMC7863452 DOI: 10.1186/s12920-021-00883-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 01/24/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Treatment options for hepatocellular carcinoma (HCC) are limited, and overall survival is poor. Despite the high frequency of this malignoma, its basic disease mechanisms are poorly understood. Therefore, the aim of this study was to use different methodological approaches and combine the results to improve our knowledge on the development and progression of HCC. METHODS Twenty-three HCC samples were characterized by histological, morphometric and cytogenetic analyses, as well as comparative genomic hybridization (aCGH) and genome-wide gene expression followed by a bioinformatic search for potential transcriptional regulators and master regulatory molecules of gene networks. RESULTS Histological evaluation revealed low, intermediate and high-grade HCCs, and gene expression analysis split them into two main sets: GE1-HCC and GE2-HCC, with a low and high proliferation gene expression signature, respectively. Array-based comparative genomic hybridization demonstrated a high level of chromosomal instability, with recurrent chromosomal gains of 1q, 6p, 7q, 8q, 11q, 17q, 19p/q and 20q in both HCC groups and losses of 1p, 4q, 6q, 13q and 18q characteristic for GE2-HCC. Gene expression and bioinformatics analyses revealed that different genes and gene regulatory networks underlie the distinct biological features observed in GE1-HCC and GE2-HCC. Besides previously reported dysregulated genes, the current study identified new candidate genes with a putative role in liver cancer, e.g. C1orf35, PAFAH1B3, ZNF219 and others. CONCLUSION Analysis of our findings, in accordance with the available published data, argues in favour of the notion that the activated E2F1 signalling pathway, which can be responsible for both inappropriate cell proliferation and initial chromosomal instability, plays a pivotal role in HCC development and progression. A dedifferentiation switch that manifests in exaggerated gene expression changes might be due to turning on transcriptional co-regulators with broad impact on gene expression, e.g. POU2F1 (OCT1) and NFY, as a response to accumulating cell stress during malignant development. Our findings point towards the necessity of different approaches for the treatment of HCC forms with low and high proliferation signatures and provide new candidates for developing appropriate HCC therapies.
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Affiliation(s)
- Tatiana Meier
- Institute of Pathology, Nordstadtkrankenhaus, Hanover, Germany.
| | - Max Timm
- Institute of Pathology, Nordstadtkrankenhaus, Hanover, Germany
- Clinic for Laryngology, Rhinology and Otology, Medical School Hanover, Hanover, Germany
| | - Matteo Montani
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Ludwig Wilkens
- Institute of Pathology, Nordstadtkrankenhaus, Hanover, Germany
- Institute of Human Genetics, Medical School Hanover, Hanover, Germany
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14
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Chen LJ, Chang YJ, Chang YJ. Survival Predictability Between the American Joint Committee on Cancer 8th Edition Staging System and the Barcelona Clinic Liver Cancer Classification in Patients with Hepatocellular Carcinoma. Oncologist 2020; 26:e445-e453. [PMID: 32969134 DOI: 10.1002/onco.13535] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 09/04/2020] [Indexed: 12/20/2022] Open
Abstract
This study compared the prognostic significance of staging between the American Joint Committee on Cancer 8th edition Tumor, Node, Metastasis (TNM) staging system and the Barcelona Clinic Liver Cancer (BCLC) classification in patients with hepatocellular carcinoma (HCC). The study population comprised patients with liver cancer registered in the Taiwan Cancer Database from 2007 to 2013 and was followed up until December 31, 2016. The study included patients with HCC, with known staging in both TNM and BCLC systems, and with follow-up >1 month. Primary endpoint was overall survival. Univariate and multivariate Cox proportional hazards model were constructed to investigate the significance of staging by two systems. Goodness-of-fit of model was evaluated via Akaike's information criterion (AIC), the lower the better. Among 73,136 patients with newly diagnosed liver cancer, a total of 37,062 patients with HCC (25.6% underwent surgery) were eligible. The mean age and overall survival of this cohort were 63.9 years and 27.2%, respectively. Overall survivals for stages I, II, III, and IV (the TNM system) were 54.5%, 34.9%, 10.3%, and 6.4%, respectively. Overall survivals for stages A, B, C, and D (the BCLC classification) were 54.5%, 29.2%, 9.8%, and 4.0%, respectively. The median follow-up time was 59.4 months. Multivariate Cox proportional hazards model revealed that both systems predicted overall survival, cancer-specific survival, disease-free survival, and local recurrence-free rate well. Values of ΔAIC of the BCLC classification and the TNM system were lower for the surgery group and nonsurgery group, respectively. The TNM system (8th edition) predicted long-term outcome better than the BCLC classification in patients with HCC. But in patients treated initially with surgery, the BCLC classification outperformed the 8th edition of the TNM system. IMPLICATIONS FOR PRACTICE: This work demonstrates that the Tumor, Node, Metastasis (TNM) system (8th edition) and the Barcelona Clinic Liver Cancer (BCLC) classification both predict long-term outcome significantly in patients with hepatocellular carcinoma but that the TNM system (8th edition) predicts long-term outcome better than the BCLC classification. For patients treated initially with surgery, BCLC classification outperforms in 8th edition TNM system in predicting long-term outcome.
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Affiliation(s)
- Li-Ju Chen
- University of Taipei, Taipei, Taiwan.,Department of Surgery, Heping Branch, Taipei City Hospital, Taipei, Taiwan
| | - Yun-Jau Chang
- Department of Surgery, Zhong-Xing Branch, Taipei City Hospital, Taipei, Taiwan.,Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Yao-Jen Chang
- Department of Surgery, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan.,School of Medicine, Buddhist Tzu Chi University, Hualien, Taiwan
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15
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Abdel‐Rahman O, Elsayed Z. Yttrium-90 microsphere radioembolisation for unresectable hepatocellular carcinoma. Cochrane Database Syst Rev 2020; 1:CD011313. [PMID: 31978267 PMCID: PMC6984619 DOI: 10.1002/14651858.cd011313.pub3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Hepatocellular carcinoma is the most common liver neoplasm and the sixth most common cancer worldwide. Its incidence has increased dramatically since the mid-2000s. Although surgical resection and liver transplantation are the main curative treatments, only about 20% of people with early hepatocellular carcinoma may benefit from these interventions. Treatment options for unresectable hepatocellular carcinoma include ablative and transarterial interventions - selective yttrium-90 microsphere transarterial radioembolisation - in addition to the drug sorafenib. OBJECTIVES To determine the benefits and harms of yttrium-90 (Y-90) microsphere transarterial radioembolisation given as monotherapy or in combination with other systemic or locoregional interventions versus placebo, no treatment, or other similar systemic or locoregional interventions for people with unresectable hepatocellular carcinoma. SEARCH METHODS We performed electronic searches in the Cochrane Hepato-Biliary Group (CHBG) Controlled Trials Register, CENTRAL, MEDLINE, Embase, Latin American Caribbean Health Sciences Literature (LILACS), Science Citation Index - Expanded, and Conference Proceedings Citation Index - Science until September 2019. We manually checked the reference lists of primary studies and review articles. SELECTION CRITERIA We searched for randomised clinical trials. DATA COLLECTION AND ANALYSIS We used standard Cochrane methods. We extracted information on participants, interventions, outcomes, trial design, and trial methods. We assessed risk of bias of the included trials using pre-defined domains and the certainty of evidence using GRADE. Our primary review outcomes were all-cause mortality, quality of life, and serious adverse events; our secondary outcomes were cancer-related mortality, time to progression of the tumour, tumour response, non-serious adverse events, and liver transplantation. For dichotomous variables, we calculated risk ratio (RR), and for continuous variables, we planned to calculate mean difference (MD) or standardised mean difference (SMD), with 95% confidence intervals (CIs). We based time-to-event data analyses on hazard ratios (HRs). MAIN RESULTS Six randomised trials with 1340 participants in total fulfilled the review inclusion criteria and provided data for one or more of our analysed outcomes. All trials were at high risk of bias. We assessed the certainty of evidence as low to very low. One trial compared radioembolisation plus sorafenib versus sorafenib alone in people with advanced hepatocellular carcinoma. All-cause mortality, health-related quality of life, cancer-related mortality, time to progression, and tumour response rates were not reported. Serious adverse events were reported in 63 trial participants (39.6%) in the radioembolisation plus sorafenib group versus 70 trial participants (38.5%) in the sorafenib group (very low-certainty evidence). Hyperbilirubinaemia was approximately three times more common in the radioembolisation plus sorafenib group versus the sorafenib group (14.5% versus 4.4%; very low-certainty evidence). Fatigue was more common in the radioembolisation plus sorafenib group than in the sorafenib group, at 35.2% versus 24.2% of trial participants. Two trials compared radioembolisation versus sorafenib for unresectable hepatocellular carcinoma in people with locally advanced hepatocellular carcinoma. From the data we could extract, one-year all-cause mortality was 62.7% in the radioembolisation group versus 53.0% in the sorafenib group (1 trial; n = 360; very low-certainty evidence). There were no differences in the quality of life between radioembolisation and sorafenib groups (1 trial). Global health status subscore was better in the radioembolisation group than in the sorafenib group (P = 0.0048; 1 trial). Fewer participants had serious adverse events in the radioembolisation group than in the sorafenib group (27 (20.8%) in the radioembolisation group versus 57 (35.2%) in the sorafenib group; 1 trial). Median time to progression of the tumour in the radioembolisation group was 6.1 months versus 5.4 months in the sorafenib group (1 trial). The RR for disease control rate was 0.94 (95% CI 0.84 to 1.05; n = 748; 2 trials; very low-certainty evidence), favouring neither radioembolisation nor sorafenib. In two trials with 734 participants, radioembolisation seemed to be less likely to be associated with hand-foot skin reaction (RR 0.02, 95% CI 0.00 to 0.06; P < 0.001; low-certainty evidence), skin rash (RR 0.11, 95% CI 0.04 to 0.34; low-certainty evidence), diarrhoea (RR 0.11, 95% CI 0.04 to 0.34; low-certainty evidence), and hypertension (RR 0.10, 95% CI 0.01 to 0.88; low-certainty evidence). No trial reported cancer-related mortality. Three trials compared radioembolisation versus chemoembolisation in people with intermediate-stage hepatocellular carcinoma. From the data we could extract, none of these trials reported all-cause mortality and cancer-related mortality. The RR for serious adverse events was 1.41 (95% CI 0.63 to 3.14; n = 97; very low-certainty evidence), favouring neither radioembolisation nor chemoembolisation. One trial reported quality of life and noted no differences between intervention groups with regard to this outcome at week 12 (very low-certainty evidence). Median time to progression was not reached in the radioembolisation group and was 6.8 months in the chemoembolisation group (HR 0.122, 95% CI 0.027 to 0.557; 1 trial). Median time to progression of the tumour in the radioembolisation group was 371 days versus 336 days in the chemoembolisation group (P = 0.5764; 1 trial). Disease control rates (complete response + partial response + stable disease) were 73.3% with radioembolisation versus 76.9% with chemoembolisation (1 trial). According to World Health Organization (WHO) criteria, tumour response was reported in 52% of participants who received radioembolisation versus 63% of those who received chemoembolisation (1 trial). Patients in the chemoembolisation group experienced diarrhoea (P = 0.031; 1 trial) and hypoalbuminaemia (P < 0.001; 1 trial) more frequently. Four trials were sponsored by industry, and two by University. We found two ongoing trials. AUTHORS' CONCLUSIONS Evidence showing effects of radioembolisation with or without sorafenib compared with sorafenib alone in people with unresectable hepatocellular carcinoma is highly insufficient. We cannot determine if radioembolisation plus sorafenib compared with sorafenib alone affects all-cause mortality or the occurrence of adverse events. Radioembolisation compared with sorafenib seemed to achieve equivalent survival and to cause fewer adverse effects, but our certainty was very low. Evidence showing effects of radioembolisation versus chemoembolisation in people with unresectable hepatocellular carcinoma is also highly insufficient. Radioembolisation did not seem to differ from chemoembolisation in terms of serious adverse events and quality of life, but the certainty of evidence was very low. Further high-quality placebo-controlled randomised clinical trials are needed to assess patient-centred outcomes.
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Affiliation(s)
- Omar Abdel‐Rahman
- University of Alberta and Cross Cancer InstituteDepartment of OncologyEdmontonAlbertaCanadaT6G 1Z2
| | - Zeinab Elsayed
- Faculty of Medicine, Ain Shams UniversityClinical OncologyCairoEgypt11661
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16
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Zhang M, Chua MS, Hu J, Li H, Zhang S, Wu L, Han B. High Inflammatory Factor Grading Predicts Poor Disease-Free Survival in AJCC Stage I-II Hepatocellular Carcinoma Patients After R0 Resection. Cancer Manag Res 2019; 11:10623-10632. [PMID: 31908534 PMCID: PMC6927565 DOI: 10.2147/cmar.s230386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 11/26/2019] [Indexed: 12/24/2022] Open
Abstract
Purpose In this study, we established the inflammatory factor grade system (IFGs) based on the hepatocellular carcinoma (HCC) microenvironment to investigate the role of inflammatory factor grade (IFG) in predicting the prognosis of patients with American Joint Committee on Cancer (AJCC) stage I-II. Patients and methods We enrolled 87 HCC patients with AJCC stage I-II who underwent R0 resection between 2000 and 2012 and had paraffin-embedded specimens. Immunohistochemistry (IHC) was performed to investigate the expression of 12 inflammatory factors and then to establish the IFGs (grade A or B) based on the IHC data. Subsequently, Kaplan-Meier and Cox univariate/multivariate survival analyses were performed to examine the potential prognostic significance. Results Higher IFG (IFG-B) is significantly associated with greater tumor size (P=0.037), and IFG-B predicts a worse disease-free survival (DFS, P<0.001). Moreover, a platelet count (PLT) ≤100×109/L, tumor size ≥5 cm, poor tumor differentiation, and IFG-B are independent risk factors for DFS. Conclusion Overall, by establishing a grading system for the level of inflammatory factors in the HCC microenvironment, IFG-B can effectively predict poor DFS in AJCC stage I-II HCC patients after R0 resection.
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Affiliation(s)
- Mao Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People's Republic of China
| | - Mei-Sze Chua
- Asian Liver Center, Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Jie Hu
- Department of General Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan, People's Republic of China
| | - Haoran Li
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People's Republic of China
| | - Shun Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People's Republic of China
| | - Liqun Wu
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People's Republic of China
| | - Bing Han
- Department of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, People's Republic of China
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Brierley J, O'Sullivan B, Asamura H, Byrd D, Huang SH, Lee A, Piñeros M, Mason M, Moraes FY, Rösler W, Rous B, Torode J, van Krieken JH, Gospodarowicz M. Global Consultation on Cancer Staging: promoting consistent understanding and use. Nat Rev Clin Oncol 2019; 16:763-771. [PMID: 31388125 PMCID: PMC7136160 DOI: 10.1038/s41571-019-0253-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/04/2019] [Indexed: 01/06/2023]
Abstract
Disease burden is the most important determinant of survival in patients with cancer. This domain, reflected by the cancer stage and codified using the tumour-node-metastasis (TNM) classification, is a fundamental determinant of prognosis. Accurate and consistent tumour classification is required for the development and use of treatment guidelines and to enable clinical research (including clinical trials), cancer surveillance and control. Furthermore, knowledge of the extent and stage of disease is frequently important in the context of translational studies. Attempts to include additional prognostic factors in staging classifications, in order to facilitate a more accurate determination of prognosis, are often made with a lack of knowledge and understanding and are one of the main causes of the inconsistent use of terms and definitions. This effect has resulted in uncertainty and confusion, thus limiting the utility of the TNM classification. In this Position paper, we provide a consensus on the optimal use and terminology for cancer staging that emerged from a consultation process involving representatives of several major international organizations involved in cancer classification. The consultation involved several steps: a focused literature review; a stakeholder survey; and a consultation meeting. This aim of this Position paper is to provide a consensus that should guide the use of staging terminology and secure the classification of anatomical disease extent as a distinct aspect of cancer classification.
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Affiliation(s)
- James Brierley
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada.
| | - Brian O'Sullivan
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | | | - David Byrd
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Shao Hui Huang
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Anne Lee
- Department of Clinical Oncology, The University of Hong Kong and the University of Hong Kong-Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Marion Piñeros
- Cancer Surveillance Section, International Agency for Research on Cancer, Lyon, France
| | | | - Fabio Y Moraes
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
- Department of Oncology, Kingston Health Sciences Center, Queen's University, Kingston, ON, Canada
| | - Wiebke Rösler
- Union for International Cancer Control (UICC), Geneva, Switzerland
| | - Brian Rous
- National Cancer Registration Service, London, UK
| | - Julie Torode
- Union for International Cancer Control (UICC), Geneva, Switzerland
| | | | - Mary Gospodarowicz
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
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Jang TY, Huang CI, Yeh ML, Lin ZY, Chen SC, Chuang WL. The prognosis of bulky hepatocellular carcinoma with nonmajor branch portal vein tumor thrombosis. Medicine (Baltimore) 2019; 98:e15066. [PMID: 30921239 PMCID: PMC6455711 DOI: 10.1097/md.0000000000015066] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 02/01/2019] [Accepted: 03/07/2019] [Indexed: 02/07/2023] Open
Abstract
A bulky, solitary hepatocellular carcinoma (HCC) with nonmajor branch portal vein tumor thrombosis (PVTT) was staged as T2 in the tumor-node-metastasis (TNM) system. We aimed to evaluate the prognosis of this group of patients.A total of 2643 patients with HCC in a medical center were consecutively enrolled. The stage of HCC was determined according to the 7th edition of American Joint Committee on Cancer staging system. Patients who were diagnosed as having solitary HCC larger than 5 cm with nonmajor portal vein thrombosis (VP1-VP2) and no lymphadenopathy or metastasis were included.Bulky HCC with nonmajor branch PVTT and without metastasis and lymphadenopathy was identified in 0.15% (4 out of 2643 patients) of the patients with HCC. Child-Pugh scores of the patients were A to B. Tumor sizes all were larger than 5 cm (mean: 6.8 ± 1.0 cm). All patients had nonmajor branch of PVTT. Three patients initially received trans-arterial chemoembolization (TACE) therapy, and 1 patient refused treatment because of old age. The response to TACE was poor: 2 patients rapidly progressed to main portal vein thrombosis, and their tumors enlarged within a half year. Only 1 patient's disease remained stable but progressed gradually 2 years later. The median survival time was 16.5 months. The 1- year, 2-year, and 3-year survival rate was 100%, 50%, and 0%, respectively.Solitary HCC > 5 cm with PVTT of a nonmajor branch gave dismal prognoses and required aggressive treatment such as hepatic resection or combination therapy. In our opinion, it should be staged as T3 rather than a T2 in the TNM staging system.
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Affiliation(s)
- Tyng-Yuan Jang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung
- Department of Internal Medicine, Pingtung Hospital, Ministry of Health and Welfare, Pingtung
| | - Ching-I. Huang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung
| | - Ming-Lun Yeh
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung
- Faculty of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Zu-Yau Lin
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung
- Faculty of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shinn-Cherng Chen
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung
- Faculty of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wan-Long Chuang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung
- Faculty of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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19
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Gan W, Zhang MX, Wang JX, Fu YP, Huang JL, Yi Y, Jing CY, Fan J, Zhou J, Qiu SJ. Prognostic impact of lactic dehydrogenase to albumin ratio in hepatocellular carcinoma patients with Child-Pugh I who underwent curative resection: a prognostic nomogram study. Cancer Manag Res 2018; 10:5383-5394. [PMID: 30464634 PMCID: PMC6225921 DOI: 10.2147/cmar.s176317] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Background Radical resection is the treatment of choice for hepatocellular carcinoma (HCC). However, even with this treatment, HCC prognosis and the efficacy of current predictive models for such patients remain unsatisfactory. Here, we describe an accurate and easy-to-use prognostic index for patients with HCC who have undergone curative resection. Methods The study population comprised of 1,041 patients with HCC who underwent curative resection at Zhongshan Hospital. This population was reduced to 768 patients who were treated in 2012 analyzed as the training cohort and 273 patients treated in 2007 who were used as a validation cohort. Results The lactic dehydrogenase to albumin ratio (LAR) was identified as a significant prognostic index for both overall survival and recurrence-free survival in two independent cohorts. The optimal cutoff value for LAR was determined to be 5.5. The C-index of LAR was superior to other inflammatory scores and serum parameters. This biomarker was also shown to be a stable predictive index in the validation cohort. The new nomogram combining LAR with the Barcelona Clinic Liver Cancer staging system had an improved ability to discriminate overall survival and recurrence-free survival. Nomogram predictions were consistent with observations based on calibration and decisive curve analysis in both independent cohorts. Conclusion LAR is a novel, convenient, reliable, and accurate prognostic predictor in patients with HCC undergoing curative resection. Our results suggest the recommendation of LAR to be used in routine clinical practice.
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Affiliation(s)
- Wei Gan
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China,
| | - Mei-Xia Zhang
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China, .,Biomedical Research Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China,
| | - Jia-Xing Wang
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China
| | - Yi-Peng Fu
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China,
| | - Jin-Long Huang
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China,
| | - Yong Yi
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China,
| | - Chu-Yu Jing
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China,
| | - Jia Fan
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China,
| | - Jian Zhou
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China,
| | - Shuang-Jian Qiu
- Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, People's Republic of China, .,Biomedical Research Center, Zhongshan Hospital, Fudan University, Shanghai, People's Republic of China,
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Assessment of the discriminating value of the 8th AJCC stage grouping for hepatocellular carcinoma. HPB (Oxford) 2018; 20:41-48. [PMID: 28882455 DOI: 10.1016/j.hpb.2017.08.017] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Revised: 07/24/2017] [Accepted: 08/02/2017] [Indexed: 12/12/2022]
Abstract
BACKGROUND This study seeks to validate the discriminating value of the 8th edition of the American Joint Committee on Cancer (AJCC) staging system for Hepatocellular carcinoma (HCC) amongst patients registered within the surveillance, epidemiology and end results (SEER) database. METHODS Through SEER*Stat program, SEER database (2010-2013) was queried and 8th AJCC stage groups were reconstructed. Overall and cancer-specific survival analyses according to both 7th and 8th editions were conducted through Kaplan-Meier analysis/log-rank testing and multivariate analysis was conducted through a Cox proportional model. RESULTS For overall and cancer-specific survival assessment according to the 8th edition, P values for pair wise comparisons among different stages were significant (<0.001) in all comparisons except for stage IB vs. II/stage IIIB vs. stage IVA. A modified AJCC 8th staging system was suggested through collapsing stages IB/II into one stage and stages IIIB/IVA into one stage. Overall and cancer-specific survivals were compared according to this modified system and pair wise P value was significant in all comparisons (P < 0.001). CONCLUSION There is a minimal improvement in discriminating value for the 8th edition compared to the 7th edition; however, notable overlap in outcomes is still observed between stages IB/II and IIIB/IVA. A modified AJCC 8th system collapsing these overlapping stages may be more clinically relevant.
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Hsiao JH, Tsai CC, Liang TJ, Chiang CL, Liang HL, Chen IS, Chen YC, Chang PM, Chou NH, Wang BW. Adjuvant hepatic arterial infusion chemotherapy is beneficial for selective patients with Hepatocellular carcinoma undergoing surgical treatment. Int J Surg 2017; 45:35-41. [DOI: 10.1016/j.ijsu.2017.07.071] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 07/07/2017] [Accepted: 07/15/2017] [Indexed: 02/06/2023]
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Shimizu T, Ishizuka M, Suzuki T, Tanaka G, Park KH, Matsumoto T, Shiraki T, Sakuraoka Y, Kato M, Aoki T, Kubota K. The preoperative globulin-to-albumin ratio, a novel inflammation-based prognostic system, predicts survival after potentially curative liver resection for patients with hepatocellular carcinoma. J Surg Oncol 2017; 116:1166-1175. [PMID: 28853157 DOI: 10.1002/jso.24772] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Accepted: 06/24/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVES Although the globulin-to-albumin ratio (GAR) is useful for prognostication of patients with various cancers, its relationship with hepatocellular carcinoma (HCC) remains unclear. The study aims to investigate the relationship between GAR and postoperative survival among patients with HCC undergoing potentially curative liver resection (LR). METHODS We retrospectively reviewed 368 patients with newly diagnosed HCC who underwent initial and potentially curative LR. Univariate and multivariate analyses using the Cox proportional hazard model were performed to detect clinical characteristics that correlated with overall survival (OS). Kaplan-Meier analysis and log-rank test were used to compare OS and disease-free survival (DFS). RESULTS The result of multivariate analysis using 25 clinical characteristics selected by univariate analysis revealed that the GAR (≥0.918/<0.918) was significantly associated with OS (hazard ratio [HR], 2.398; 95% confidence interval [CI], 1.012-5.683; P = 0.047), as well as platelet count (<14/≥14, ×104 /mm3 ) and portal vein invasion (presence/absence). Kaplan-Meier analysis and log-rank test demonstrated that the OS and DFS of patients with a high GAR (>0.918) were significantly worse than that of patients with a low GAR (≤0.918). CONCLUSIONS The GAR is a useful predictor of postoperative survival among patients with HCC undergoing potentially curative LR.
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Affiliation(s)
- Takayuki Shimizu
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Mitsuru Ishizuka
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Takashi Suzuki
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Genki Tanaka
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Kyung Hwa Park
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | | | - Takayuki Shiraki
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Yuhki Sakuraoka
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Masato Kato
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Taku Aoki
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
| | - Keiichi Kubota
- Second Department of Surgery, Dokkyo Medical University, Tochigi, Japan
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Xiao W, Zhao S, Shen F, Liang J, Chen J. Overexpression of CD147 is associated with poor prognosis, tumor cell migration and ERK signaling pathway activation in hepatocellular carcinoma. Exp Ther Med 2017; 14:2637-2642. [PMID: 28962206 DOI: 10.3892/etm.2017.4818] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 05/05/2017] [Indexed: 12/21/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common malignancies worldwide. The aim of the present study was to reveal the prognostic significance of CD147 and to preliminarily explore the molecular mechanisms involved. Blood and tumor tissue specimens were obtained from 133 HCC patients. All patients were followed up for 4 years. The serum and tissue levels of CD147 were analyzed using ELISA and immunohistochemistry, respectively. The SMMC-7721 hepatoma carcinoma cell line was transfected with CD147 overexpression vector and cell migration was evaluated using a wound healing assay. Extracellular signal-regulated kinase (ERK) inhibitor UO126 was applied to study the role of the ERK pathway in cell migration. CD147 expression in HCC tissue was associated with poor prognosis of patients [odds ratio (OR): 3.13, 95% confidence interval (CI): 1.52-6.43], and patients with no CD147 expression had a significantly survival advantage (P=0.016). However, serum CD147 levels had no such prognostic significance (OR: 1.94, 95% CI: 0.96-3.91; P=0.097). In the wound healing assay, the wound distance in the non-transfected cell group was wider than that in the transfected cell group without UO126 treatment (178.0±31.1 vs. 106.0±20.7 µm; P=0.003), but similar to that in the transfected cell group with 10 µM UO126 treatment (170.4±13.2 µm; P=0.629). The present study revealed that the expression of CD147 in HCC tissue is an independent prognostic indicator. In addition CD147 overexpression may be associated with tumor cell migration and ERK signaling pathway activation.
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Affiliation(s)
- Wenjing Xiao
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong 266003, P.R. China
| | - Shufen Zhao
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong 266003, P.R. China
| | - Fangzhen Shen
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong 266003, P.R. China
| | - Jun Liang
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong 266003, P.R. China
| | - Jing Chen
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong 266003, P.R. China
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Qin S, Zhang X, Guo W, Feng J, Zhang T, Men L, He J. Prognostic Nomogram for Advanced Hepatocellular Carcinoma Treated with FOLFOX 4. Asian Pac J Cancer Prev 2017; 18:1225-1232. [PMID: 28610406 PMCID: PMC5555527 DOI: 10.22034/apjcp.2017.18.5.1225] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Background: The Oxaliplatin plus 5-Fluorouracil /Leucovorin (FOLFOX4) regimen have been approved by Chinese Food and Drug Administration (CFDA), and covered by health insurance for patients with advanced hepatocellular carcinoma (HCC) in China. However, the efficacy of FOLFOX4 for HCC patients is still under debate. In this study, we aimed to establish a nomogram to identify HCC patients who might benefit from FOLFOX4 chemotherapy base on individual profile. Methods: A total of 184 patients from the EACH study who were treated with FOLFOX4 were included in this analysis. Backward Cox proportional hazards regression combined with clinical experience was used to select variables for construction of the nomogram. The nomogram performance was assessed in terms of discrimination and calibration. The results were validated using bootstrap resampling. Results: Six variables were included in the prognostic models based on their clinical relevance: age, maximum tumor diameter, lymph node status, aspartate aminotransferase (AST), total bilirubin (TBIL) and alpha-fetoprotein (AFP). The calibration curve showed that the predicted survival probabilities closely matched the actual observations. The C-index of the model was 0.75 (95% CI:0.71-0.80). This value was significantly superior to the one for the following staging systems: BCLC (0.67, P=0.004), CUPI (0.66, P<0.001), AJCC seventh edition (0.63, P=0.002), GRETCH (0.63, P<0.001). Conclusions: The proposed nomogram showed accurate prognostic prediction for 6-month overall survival of patients treated with FOLFOX4 and could be useful for clinicians counseling patients and making treatment decisions.
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Affiliation(s)
- Shukui Qin
- People’s Liberation Army Cancer Center, 81st Hospital of People’s Liberation Army, Nanjing, Jiangsu, China.
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Qu Z, Yuan CH, Yin CQ, Guan Q, Chen H, Wang FB. Meta-analysis of the prognostic value of abnormally expressed lncRNAs in hepatocellular carcinoma. Onco Targets Ther 2016; 9:5143-52. [PMID: 27574455 PMCID: PMC4994879 DOI: 10.2147/ott.s108599] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Many long noncoding RNAs (lncRNAs) have been reported to be abnormally expressed in hepatocellular carcinoma (HCC), and may have the potential to serve as prognostic markers. In this study, a meta-analysis was conducted to systematically evaluate the prognostic value of various lncRNAs in HCC. Eligible literatures were systematically collected from PubMed, Embase, Web of Science, and Cochrane Library (up to December 30, 2015). The main outcomes including overall survival, relapse-free survival, and disease-free survival were analyzed. Pooled hazard ratios (HRs) and 95% confidence intervals (95% CIs) were calculated using random- or fixed-effects models. A total of 2,991 patients with HCC in People’s Republic of China from 27 studies were included in the analysis. The level of lncRNAs showed a significant association with clinical outcomes. Abnormally elevated lncRNA transcription level predicted poor overall survival (HR: 1.68, 95% CI: 1.20–2.34, P=0.002; I2=75.5%, P=0.000) and relapse-free survival (HR: 2.08, 95% CI: 1.65–2.61, P<0.001; I2=24.0%, P=0.215), while no association was observed with disease-free survival of HCC patients (HR: 1.39, 95% CI: 0.51–3.78, P=0.524; I2=81.3%, P=0.005). Subgroup analysis further showed that lncRNA transcription level was significantly associated with tumor size (relative risk [RR]: 1.19, 95% CI: 1.01–1.39, P=0.035), microvascular invasion (RR: 1.44, 95% CI: 1.10–1.89, P=0.009), and portal vein tumor thrombus (RR: 1.50, 95% CI: 1.03–2.20, P=0.036). Publication bias and sensitivity analysis further confirmed the stability of our results. Our present meta-analysis indicates that abnormal lncRNA transcription level may serve as a promising indicator for prognostic evaluation of patients with HCC in People’s Republic of China.
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Affiliation(s)
- Zhen Qu
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
| | - Chun-Hui Yuan
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, People's Republic of China
| | - Chang-Qing Yin
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
| | - Qing Guan
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, People's Republic of China
| | - Hao Chen
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
| | - Fu-Bing Wang
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
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26
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Qu Z, Yuan CH, Yin CQ, Guan Q, Chen H, Wang FB. Meta-analysis of the prognostic value of abnormally expressed lncRNAs in hepatocellular carcinoma. Onco Targets Ther 2016. [PMID: 27574455 DOI: 10.2147/ott] [Citation(s) in RCA: 224] [Impact Index Per Article: 24.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Many long noncoding RNAs (lncRNAs) have been reported to be abnormally expressed in hepatocellular carcinoma (HCC), and may have the potential to serve as prognostic markers. In this study, a meta-analysis was conducted to systematically evaluate the prognostic value of various lncRNAs in HCC. Eligible literatures were systematically collected from PubMed, Embase, Web of Science, and Cochrane Library (up to December 30, 2015). The main outcomes including overall survival, relapse-free survival, and disease-free survival were analyzed. Pooled hazard ratios (HRs) and 95% confidence intervals (95% CIs) were calculated using random- or fixed-effects models. A total of 2,991 patients with HCC in People's Republic of China from 27 studies were included in the analysis. The level of lncRNAs showed a significant association with clinical outcomes. Abnormally elevated lncRNA transcription level predicted poor overall survival (HR: 1.68, 95% CI: 1.20-2.34, P=0.002; I (2)=75.5%, P=0.000) and relapse-free survival (HR: 2.08, 95% CI: 1.65-2.61, P<0.001; I (2)=24.0%, P=0.215), while no association was observed with disease-free survival of HCC patients (HR: 1.39, 95% CI: 0.51-3.78, P=0.524; I (2)=81.3%, P=0.005). Subgroup analysis further showed that lncRNA transcription level was significantly associated with tumor size (relative risk [RR]: 1.19, 95% CI: 1.01-1.39, P=0.035), microvascular invasion (RR: 1.44, 95% CI: 1.10-1.89, P=0.009), and portal vein tumor thrombus (RR: 1.50, 95% CI: 1.03-2.20, P=0.036). Publication bias and sensitivity analysis further confirmed the stability of our results. Our present meta-analysis indicates that abnormal lncRNA transcription level may serve as a promising indicator for prognostic evaluation of patients with HCC in People's Republic of China.
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Affiliation(s)
- Zhen Qu
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
| | - Chun-Hui Yuan
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, People's Republic of China
| | - Chang-Qing Yin
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
| | - Qing Guan
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, People's Republic of China
| | - Hao Chen
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
| | - Fu-Bing Wang
- Department of Laboratory Medicine and Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University
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Abdel-Rahman OM, Elsayed Z. Yttrium-90 microsphere radioembolisation for unresectable hepatocellular carcinoma. Cochrane Database Syst Rev 2016; 2:CD011313. [PMID: 26905230 DOI: 10.1002/14651858.cd011313.pub2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Hepatocellular carcinoma is the most common liver neoplasm and the fifth most common cancer worldwide. Moreover, its incidence has increased dramatically since the mid-2000s. While surgical resection and liver transplantation are the main curative treatments, only around 20% of people with early hepatocellular carcinoma may benefit from these therapies. Current treatment options for unresectable hepatocellular carcinoma include various ablative and trans-arterial therapies in addition to the drug sorafenib. OBJECTIVES To determine the benefits and harms of yttrium-90 microsphere trans-arterial radioembolisation either as a monotherapy or in combination with other systemic or locoregional therapies versus placebo, no treatment, or other similar systemic or locoregional therapies for people with unresectable hepatocellular carcinoma. SEARCH METHODS We reviewed data from the Cochrane Hepato-Biliary Controlled Trials Register, Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, EMBASE, and Science Citation Index Expanded. We also checked reference lists of primary original studies and review articles manually for further related articles (cross-references) up to December 2015. SELECTION CRITERIA Eligible studies included all randomised clinical trials comparing yttrium-90-90 microsphere radioembolisation either as a monotherapy or in combination with other systemic or locoregional therapies versus placebo, no treatment, or other systemic or locoregional therapies for unresectable hepatocellular carcinoma. DATA COLLECTION AND ANALYSIS The two review authors independently extracted the relevant information on participant characteristics, interventions, study outcomes, and data on the outcomes for this review, as well as information on the design and methodology of the studies. The two review authors assessed risk of bias of the included trials using pre-defined risk of bias domains. We used Trial Sequential Analysis to control the risk of random errors. We assessed the methodological quality with GRADE. MAIN RESULTS Two randomised clinical trials with 68 participants fulfilled our inclusion criteria. Both trials were at high risk of bias, and we rated the evidence as very low quality. One of the included trials compared radioembolisation versus chemoembolization for intermediate stage hepatocellular carcinoma as classified by the Barcelona Clinic Liver Cancer (BCLC) staging system, while the other included trial was an interim analysis of a randomised trial assessing radioembolisation combined with sorafenib versus sorafenib monotherapy in participants with BCLC-advanced stage hepatocellular carcinoma. The available data were insufficient to perform the planned analyses. Neither of the two trials reported data on all-cause mortality, cancer-related mortality, or time to progression of the tumour. The trial comparing radioembolisation with chemoembolization reported quality of life and serious adverse events, and there were no statistically significant differences between the trial groups with regard to these outcomes at week 12. On the basis of the two included randomised clinical trials, single-session radioembolisation appeared to be as safe as multiple sessions of chemoembolization for intermediate stage hepatocellular carcinoma and had a similar impact on quality of life, but data were too sparse to exclude even major differences. Radioembolisation followed by sorafenib appeared to be as well tolerated as sorafenib alone for advanced stage hepatocellular carcinoma, but data were too sparse to exclude even major differences. We also identified five ongoing studies evaluating the topic of our review. AUTHORS' CONCLUSIONS There was insufficient evidence to assess the beneficial and harmful effects of yttrium-90 microsphere radioembolisation for people with unresectable hepatocellular carcinoma. Further randomised clinical trials are mandatory to better assess the potential beneficial and harmful outcomes of yttrium-90 microsphere trans-arterial radioembolisation either as a monotherapy or in combination with other systemic or locoregional therapies versus placebo, no treatment, or other systemic or locoregional therapies for people with unresectable hepatocellular carcinoma.
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Affiliation(s)
- Omar M Abdel-Rahman
- Clinical Oncology, Faculty of Medicine, Ain Shams University, Lofty Elsayed Street, Cairo, Egypt, 11335
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Validation of models in patients with hepatocellular carcinoma: comparison of Hong Kong Liver Cancer with Barcelona Clinic Liver Cancer staging system in a Chinese cohort. Eur J Gastroenterol Hepatol 2015; 27:1180-6. [PMID: 26067223 DOI: 10.1097/meg.0000000000000418] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Accurate staging information is necessary to determine the prognosis of patients with hepatocellular carcinoma (HCC) and to guide subsequent patient management. This study aims to investigate the prognostic performance of the Hong Kong Liver Cancer (HKLC) classification in a Chinese cohort of HCC patients. METHODS A total of 668 HCC patients between 2003 and 2012 were included. Performances of the HKLC and the Barcelona Clinic Liver Cancer (BCLC) system were compared using Akaike information criterion (AIC), concordance-index (c-index), and area under the receiver operating characteristic curve (AUC). Independent prognostic factors of survival were identified using univariate and multivariate analyses. RESULTS Independent predictors of survival were Child-Pugh grade (P=0.009), lactate dehydrogenase (P<0.001) and albumin (P=0.001) levels, tumor location (P=0.032), tumor number (P<0.001), tumor size (P<0.001), and vascular invasion (P<0.001). Discriminatory ability was shown to be better for HKLC (AUC at 1, 3, and 5 years were 0.740, 0.695, and 0.615, respectively) than BCLC (AUC at 1, 3, and 5 years were 0.622, 0.569, and 0.548, respectively). On the basis of AIC and c-index, HKLC had a higher predictive power for survival (AIC=4709.480, c-index=0.805) than BCLC (AIC=4852.708, c-index=0.717). CONCLUSION In our selected patient population, whose main etiology was hepatitis B, the HKLC system was more suitable for predicting prognosis in a Chinese cohort of HCC patients than the BCLC classification.
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Tumour antigen expression in hepatocellular carcinoma in a low-endemic western area. Br J Cancer 2015; 112:1911-20. [PMID: 26057582 PMCID: PMC4580401 DOI: 10.1038/bjc.2015.92] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Revised: 01/21/2015] [Accepted: 02/12/2015] [Indexed: 02/06/2023] Open
Abstract
Background: Identification of tumour antigens is crucial for the development of
vaccination strategies against hepatocellular carcinoma (HCC). Most studies
come from eastern-Asia, where hepatitis-B is the main cause of HCC. However,
tumour antigen expression is poorly studied in low-endemic, western areas
where the aetiology of HCC differs. Methods: We constructed tissue microarrays from resected HCC tissue of 133 patients.
Expression of a comprehensive panel of cancer-testis (MAGE-A1,
MAGE-A3/4, MAGE-A10, MAGE-C1, MAGE-C2, NY-ESO-1, SSX-2, sperm protein
17), onco-fetal (AFP, Glypican-3) and overexpressed tumour antigens
(Annexin-A2, Wilms tumor-1, Survivin, Midkine, MUC-1) was determined by
immunohistochemistry. Results: A higher prevalence of MAGE antigens was observed in patients with
hepatitis-B. Patients with expression of more tumour antigens in general had
better HCC-specific survival (P=0.022). The four tumour
antigens with high expression in HCC and no, or weak, expression in
surrounding tumour-free-liver tissue, were Annexin-A2, GPC-3, MAGE-C1 and
MAGE-C2, expressed in 90, 39, 17 and 20% of HCCs, respectively.
Ninety-five percent of HCCs expressed at least one of these four tumour
antigens. Interestingly, GPC-3 was associated with SALL-4 expression
(P=0.001), an oncofetal transcription factor highly
expressed in embryonal stem cells. SALL-4 and GPC-3 expression levels were
correlated with vascular invasion, poor differentiation and higher AFP
levels before surgery. Moreover, patients who co-expressed higher levels of
both GPC-3 and SALL-4 had worse HCC-specific survival
(P=0.018). Conclusions: We describe a panel of four tumour antigens with excellent coverage and good
tumour specificity in a western area, low-endemic for hepatitis-B. The
association between GPC-3 and SALL-4 is a novel finding and suggests that
GPC-3 targeting may specifically attack the tumour stem-cell
compartment.
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Pančoška P, Skála L, Nešetřil J, Carr BI. Evaluation of total hepatocellular cancer lifespan, including both clinically evident and preclinical development, using combined network phenotyping strategy and fisher information analysis. Semin Oncol 2015; 42:339-46. [PMID: 25843738 PMCID: PMC4388062 DOI: 10.1053/j.seminoncol.2014.12.025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
We previously showed that for hepatocellular cancer (HCC) prognostication, disease parameters need to be considered within a total personal clinical context. This requires preserving the coherence of data values, observed simultaneously for each patient during baseline diagnostic evaluation. Application of the Network Phenotyping Strategy (NPS) provided quantitative descriptors of these patient coherences. Combination of these descriptors with Fisher information about the patient tumor mass and the histogram of the tumor masses in the whole cohort permitted estimation of the time from disease onset until clinical diagnosis (t(baseline)). We found faster growth of smaller tumors having total masses<70 (80% of cohort) which involved about three times more interacting cellular processes than were observed for slower growing larger tumors (20% of cohort) with total masses>70. Combining the clinical survival and t(baseline) normalized all HCC patients to a common 1,045 days of mean total disease duration (t(baseline) plus post diagnosis survival). We also found a simple relationship between the baseline clinical status, t(baseline), and survival. Every difference between individual patient baseline clinical profiles and special coherent clinical status (HL1) reduced the above common overall survival (OVS) by 65 days. In summary, we showed that HCC patients with any given tumor can best have their tumor biology understood, when account is taken of the total clinical and liver contexts, and with knowing the point in the tumor history when an HCC diagnosis is made. This ability to compute the t(baseline) from standard clinical data brings us closer to calculating survival from diagnosis of individual HCC patients.
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Affiliation(s)
- Petr Pančoška
- Department of Medicine and Center for Craniofacial and Dental Genetics, University of Pittsburgh, Pittsburgh, PA; Computer Science Institute (IUUK) of Charles University Prague, Czech Republic
| | - Lubomír Skála
- Department of Chemical Physics and Optics, Faculty of Mathematics and Physics, Charles University Prague, Czech Republic
| | - Jaroslav Nešetřil
- Computer Science Institute (IUUK) of Charles University Prague, Czech Republic
| | - Brian I Carr
- Department of Gastroenterology and Liver Diseases Tel-Aviv Sourasky Medical Center Tel Aviv, Israel.
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Wang YP, Tang DX. Expression of Yes-associated protein in liver cancer and its correlation with clinicopathological features and prognosis of liver cancer patients. Int J Clin Exp Med 2015; 8:1080-1086. [PMID: 25785096 PMCID: PMC4358551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Accepted: 01/05/2015] [Indexed: 06/04/2023]
Abstract
OBJECTIVE To investigate the expression of Yes-associated protein (YAP) in liver cancer and its correlation with clinicopathological features and prognosis of liver cancer patients. METHODS A total of 95 patients receiving surgery due to liver cancer were recruited. RESULTS In 95 liver cancers, YAP expression was significantly higher than that in adjacent normal tissues. In addition, of liver cancers, 14.7% was negative for YAP (14/95), 29.5% (28/95) weakly positive, 21.1% (20/95) positive and 34.7% (33/95) strong positive, and low expression and high expression were observed in 44.2% (42/95) and 55.8% (53/95) of liver cancers, respectively. Of adjacent normal tissues, 13.7% (13/95) were negative or weakly positive for YAP. The mean survival time of patients with high YAP expression was significantly longer than that of patients with low YAP expression (Log-rank = 9.206, P < 0.01). Univariate analysis showed portal vein thrombosis (P < 0.01), metastasis (P < 0.01), American Joint Committee on Cancer Staging (AJCC) stage (P < 0.01), alpha fetoprotein (AFP) (P < 0.01) and high YAP expression (P < 0.01) were factors affecting the overall survival of liver cancer patients. However, multivariate analysis showed metastasis (P < 0.01) and high YAP expression (P < 0.01) were independent risk factors of overall survival of liver cancer patients. CONCLUSION YAP expression increases significantly in liver cancer and it may be involved in the occurrence and development of liver cancer. YAP expression is an independent risk factor affecting the overall survival of liver cancer patients.
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Affiliation(s)
- Yi-Ping Wang
- Department of Gastroenterology, Changzheng Hospital, Second Military Medical UniversityShanghai 200003, China
| | - Dong-Xin Tang
- Department of Oncology, The First Affiliated Hospital of Guiyang College of TCMGuiyang 550001, China
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Abdel-Rahman OM, Elsayed Z. Yttrium-90 microsphere radioembolisation for unresectable hepatocellular carcinoma. Cochrane Database Syst Rev 2014. [DOI: 10.1002/14651858.cd011313] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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