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Carr BI, Bag HG, Yilmaz S. Peripheral blood platelet counts identify prognostically diverse clinical phenotypes in hepatocellular carcinoma. ANNALS OF GASTROENTEROLOGY AND THE DIGESTIVE SYSTEM 2024; 7:1081. [PMID: 38887309 PMCID: PMC11182490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Abstract
Background The factors responsible for hepatocellular carcinoma (HCC) growth are not precisely known. Aims To study the clinical parameters associated with increases in maximum tumor diameter (MTD). Methods A new cohort of 944 prospectively accrued HCC patients was analyzed for large size associations. Results Patients were ordered into MTD terciles. Blood platelets, GGT and AST levels significantly increased and total bilirubin decreased with increase in MTD. Similar results were found only for platelets, in patients with low alpha-fetoprotein (AFP) levels, for whom biomarkers are scanty. Survival significantly decreased for patients with high platelet or GGT levels, even when AFP levels were low.Comparison of patients with low and high platelet levels showed that in the ≤6cm MTD group, patients with higher platelet numbers had lower total bilirubin and AST, and higher albumin, hemoglobin and percent patients with portal vein thrombosis (PVT) than those with lower platelets. Univariable logistic analysis on HCCs >6cm versus ≤6cm revealed significantly higher odds ratios for elevated blood platelet, AFP, GGT and ALKP levels. Cox regression analysis on death showed that in ≤6cm MTD patients, significant hazard ratios were for platelets, GGT, AFP, ALKP and PVT; but not for >6cm MTD patients, suggesting different mechanisms. Given the association of higher platelets with larger tumors and good liver function, their precursors are suggested to be small tumors with higher platelets and endogenous tumor factors. However, patients with low platelets and larger HCCs might have a different HCC lineage, likely associated with liver inflammation factors. Conclusions Blood platelet levels are a potential marker for HCC phenotype and prognosis, including in patients with low AFP. They may also be a therapeutic target.
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Affiliation(s)
- Brian I Carr
- Liver Transplant Institute, Inonu University Faculty of Medicine, 44280, Malatya, Turkey
| | - Harika Gozukara Bag
- Department of Biostatistics, Inonu University Faculty of Medicine, 44280, Malatya, Turkey
| | - Sezai Yilmaz
- Liver Transplant Institute, Inonu University Faculty of Medicine, 44280, Malatya, Turkey
- Department of Surgery, Inonu University Faculty of Medicine, 44280, Malatya, Turkey
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2
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Caponigro V, Tornesello AL, Merciai F, La Gioia D, Salviati E, Basilicata MG, Musella S, Izzo F, Megna AS, Buonaguro L, Sommella E, Buonaguro FM, Tornesello ML, Campiglia P. Integrated plasma metabolomics and lipidomics profiling highlights distinctive signature of hepatocellular carcinoma in HCV patients. J Transl Med 2023; 21:918. [PMID: 38110968 PMCID: PMC10729519 DOI: 10.1186/s12967-023-04801-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 12/11/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND Early diagnosis of hepatocellular carcinoma (HCC) is essential towards the improvement of prognosis and patient survival. Circulating markers such as α-fetoprotein (AFP) and micro-RNAs represent useful tools but still have limitations. Identifying new markers can be fundamental to improve both diagnosis and prognosis. In this approach, we harness the potential of metabolomics and lipidomics to uncover potential signatures of HCC. METHODS A combined untargeted metabolomics and lipidomics plasma profiling of 102 HCV-positive patients was performed by HILIC and RP-UHPLC coupled to Mass Spectrometry. Biochemical parameters of liver function (AST, ALT, GGT) and liver cancer biomarkers (AFP, CA19.9 e CEA) were evaluated by standard assays. RESULTS HCC was characterized by an elevation of short and long-chain acylcarnitines, asymmetric dimethylarginine, methylguanine, isoleucylproline and a global reduction of lysophosphatidylcholines. A supervised PLS-DA model showed that the predictive accuracy for HCC class of metabolomics and lipidomics was superior to AFP for the test set (100.00% and 94.40% vs 55.00%). Additionally, the model was applied to HCC patients with AFP values < 20 ng/mL, and, by using only the top 20 variables selected by VIP scores achieved an Area Under Curve (AUC) performance of 0.94. CONCLUSION These exploratory findings highlight how metabo-lipidomics enables the distinction of HCC from chronic HCV conditions. The identified biomarkers have high diagnostic potential and could represent a viable tool to support and assist in HCC diagnosis, including AFP-negative patients.
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Affiliation(s)
- Vicky Caponigro
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy
| | - Anna L Tornesello
- Innovative Immunological Models Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Fabrizio Merciai
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy
| | - Danila La Gioia
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy
- PhD Program in Drug Discovery and Development, University of Salerno, Fisciano, SA, Italy
| | - Emanuela Salviati
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy
| | - Manuela G Basilicata
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy
| | - Simona Musella
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy
| | - Francesco Izzo
- Hepatobiliary Surgical Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Angelo S Megna
- Infectious Disease Unit, A.O. San Pio, PO Rummo, 82100, Benevento, Italy
| | - Luigi Buonaguro
- Innovative Immunological Models Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Eduardo Sommella
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy.
| | - Franco M Buonaguro
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Maria L Tornesello
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Pietro Campiglia
- Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, Fisciano, SA, Italy
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3
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Samban SS, Hari A, Nair B, Kumar AR, Meyer BS, Valsan A, Vijayakurup V, Nath LR. An Insight Into the Role of Alpha-Fetoprotein (AFP) in the Development and Progression of Hepatocellular Carcinoma. Mol Biotechnol 2023:10.1007/s12033-023-00890-0. [PMID: 37782430 DOI: 10.1007/s12033-023-00890-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 09/04/2023] [Indexed: 10/03/2023]
Abstract
Hepatocellular carcinoma (HCC) is the primary malignancy of hepatocytes and the second most common cause of cancer-related mortality across the globe. Despite significant advancements in screening, diagnosis, and treatment modalities for HCC, the mortality-to-incidence ratio remain unacceptably high. A recent study indicates that a minor population of HCCs are AFP negative or express the normal range of AFP levels. Although it is a gold standard and a more reliable biomarker in the advanced stage of HCC and poorly differentiated tumors, it does not serve as a suitable means for screening HCC. AFP plays a significant role in the development and progression of HCC and understanding its role is crucial. By examining the molecular mechanisms involved in AFP-mediated tumorigenesis, we can better understand HCC pathogenesis and identify potential therapeutic targets. This article details the role of alpha-fetoprotein (AFP) in the carcinogenic transformation of hepatocytes. The article also focuses on information about the structure, biosynthesis, and regulation of AFP at the gene level. Additionally, it discusses the immune evasion, metastasis, and control of gene expression that AFP mediates during HCC.
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Affiliation(s)
- Swathy S Samban
- Department of Pharmacognosy, Amrita School of Pharmacy, AIMS Health Science Campus, Amrita Vishwa Vidyapeetham, Ponekkara P.O., Kochi, Kerala, India
| | - Aparna Hari
- Department of Pharmacognosy, Amrita School of Pharmacy, AIMS Health Science Campus, Amrita Vishwa Vidyapeetham, Ponekkara P.O., Kochi, Kerala, India
| | - Bhagyalakshmi Nair
- Department of Pharmacognosy, Amrita School of Pharmacy, AIMS Health Science Campus, Amrita Vishwa Vidyapeetham, Ponekkara P.O., Kochi, Kerala, India
| | - Ayana R Kumar
- Department of Pharmacognosy, Amrita School of Pharmacy, AIMS Health Science Campus, Amrita Vishwa Vidyapeetham, Ponekkara P.O., Kochi, Kerala, India
| | - Benjamin S Meyer
- Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL, 32610, USA
| | - Arun Valsan
- Department of Gastroenterology and Hepatology, Amrita Institute of Medical Science, AIMS Health Science Campus, Ponekkara P.O., Kochi, Kerala, India
| | - Vinod Vijayakurup
- Department of Anatomy and Cell Biology, University of Florida, Gainesville, FL, 32610, USA.
| | - Lekshmi R Nath
- Department of Pharmacognosy, Amrita School of Pharmacy, AIMS Health Science Campus, Amrita Vishwa Vidyapeetham, Ponekkara P.O., Kochi, Kerala, India.
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Kılcı BM, İnce V, Carr BI, Usta S, Bağ HG, Şamdancı E, Işık B, Yılmaz S. Parameters Predicting Microvascular Invasion and Poor Differentiation in Hepatocellular Carcinoma Patients with Normal Alpha-fetoprotein Level Before Liver Transplantation. THE TURKISH JOURNAL OF GASTROENTEROLOGY : THE OFFICIAL JOURNAL OF TURKISH SOCIETY OF GASTROENTEROLOGY 2023; 34:753-759. [PMID: 37326153 PMCID: PMC10441150 DOI: 10.5152/tjg.2023.22538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 09/28/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND/AIMS The aim of this study is to evaluate the parameters that might be associated with pathologically diagnosed microvascular invasion and poor differentiation, using complete blood count and routine clinical biochemistry test results, in hepatocellular carcinoma patients before liver transplantation. MATERIALS AND METHODS The data of patients who underwent liver transplantation for hepatocellular carcinoma at our institute, between March 2006 and November 2021, was researched retrospectively. RESULTS The incidence of microvascular invasion was 28.6%, poor differentiation rate was 9.3%, hepatocellular carcinoma recurrence rate after liver transplantation was 12.1%, and median time to recurrence was 13 months, in the patients with normal alpha-fetoprotein levels. After univariate and multivariate analysis, maximum tumor diameter >4.5 cm and the number of nodules (n > 5) were found to be independent risk factors for microvascular invasion, and number of nodules >4 and mean platelet volume ≤8.6 fL were found to be independent risk factors for poor differentiation. Serum alpha-fetoprotein levels were still within the normal range at the recurrence time, in 53% of the patients who had recurrence after liver transplantation, but surprisingly were elevated in 47% of the patients at time of hepatocellular carcinoma recurrence. CONCLUSIONS In hepatocellular carcinoma patients with normal alpha-fetoprotein levels before liver transplantation, independent risk factors of the presence of microvascular invasion were maximum tumor diameter and number of nodules, and independent risk factors of poor differentiation were mean platelet volume and number of nodules. Furthermore, serum alpha-fetoprotein levels were still normal at time of recurrence in 53% of hepatocellular carcinoma patients whose alpha-fetoprotein levels were normal before liver transplantation but were elevated in 47% of the patients at recurrence time, despite having normal levels before liver transplantation.
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Affiliation(s)
- Burak M. Kılcı
- Department of Surgery, İnönü University, Liver Transplantation Institute, Malatya, Turkey
| | - Volkan İnce
- Department of Surgery, İnönü University, Liver Transplantation Institute, Malatya, Turkey
| | - Brian I. Carr
- Department of Surgery, İnönü University, Liver Transplantation Institute, Malatya, Turkey
| | - Sertaç Usta
- Department of Surgery, İnönü University, Liver Transplantation Institute, Malatya, Turkey
| | - Harika G. Bağ
- Department of Biostatistics, İnönü University Faculty of Medicine, Malatya, Turkey
| | - Emine Şamdancı
- Department of Pathology, İnönü University Faculty of Medicine, Malatya, Turkey
| | - Burak Işık
- Department of Surgery, İnönü University, Liver Transplantation Institute, Malatya, Turkey
| | - Sezai Yılmaz
- Department of Surgery, İnönü University, Liver Transplantation Institute, Malatya, Turkey
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Roa-Colomo A, López Garrido MÁ, Molina-Vallejo P, Rojas A, Sanchez MG, Aranda-García V, Salmeron J, Romero-Gomez M, Muntane J, Padillo J, Alamo JM, Lorente JA, Serrano MJ, Garrido-Navas MC. Hepatocellular carcinoma risk-stratification based on ASGR1 in circulating epithelial cells for cancer interception. Front Mol Biosci 2022; 9:1074277. [PMID: 36518850 PMCID: PMC9742249 DOI: 10.3389/fmolb.2022.1074277] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 11/16/2022] [Indexed: 09/24/2023] Open
Abstract
Purpose: Lack of diagnostic and prognostic biomarkers in hepatocellular carcinoma impedes stratifying patients based on their risk of developing cancer. The aim of this study was to evaluate phenotypic and genetic heterogeneity of circulating epithelial cells (CECs) based on asialoglycoprotein receptor 1 (ASGR1) and miR-122-5p expression as potential diagnostic and prognostic tools in patients with hepatocellular carcinoma (HCC) and liver cirrhosis (LC). Methods: Peripheral blood samples were extracted from LC and HCC patients at different disease stages. CECs were isolated using positive immunomagnetic selection. Genetic and phenotypic characterization was validated by double immunocytochemistry for cytokeratin (CK) and ASGR1 or by in situ hybridization with miR-122-5p and CECs were visualized by confocal microscopy. Results: The presence of CECs increased HCC risk by 2.58-fold, however, this was only significant for patients with previous LC (p = 0.028) and not for those without prior LC (p = 0.23). Furthermore, the number of CECs lacking ASGR1 expression correlated significantly with HCC incidence and absence of miR-122-5p expression (p = 0.014; r = 0.23). Finally, overall survival was significantly greater for patients at earlier cancer stages (p = 0.018), but this difference was only maintained in the group with the presence of CECs (p = 0.021) whereas progression-free survival was influenced by the absence of ASGR1 expression. Conclusion: Identification and characterization of CECs by ASGR1 and/or miR-122-5p expression may be used as a risk-stratification tool in LC patients, as it was shown to be an independent prognostic and risk-stratification marker in LC and early disease stage HCC patients.
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Affiliation(s)
- Amparo Roa-Colomo
- Clinical Medicine and Public Health Doctoral Program, University of Granada, Granada, Spain
- Gastroenterology and Hepatology Department, San Cecilio University Hospital, Granada, Spain
| | | | - Pilar Molina-Vallejo
- Genyo-Centro Pfizer-Universidad De Granada-Junta De Andalucía De Genómica e Investigación Oncológica, Granada, Spain
| | - Angela Rojas
- Seliver Group, Institute of Biomedicine of Seville (IBiS)/ Hospital Universitario Virgen Del Rocío/CSIC/Universidad De Sevilla, Seville, Spain
- Spanish Network for Biomedical Research in Hepatic and Digestive Diseases (CIBERehd), Carlos III Health Institute (ISCIII), Madrid, Spain
| | - Mercedes González Sanchez
- Gastroenterology and Hepatology Department, Virgen De Las Nieves University Hospital, Granada, Spain
| | - Violeta Aranda-García
- Statistician at Fundación para la Investigación Biosanitaria Andalucía Oriental Alejandro Otero (FIBAO), Hospital Virgen de las Nieves, Granada, Spain
| | - Javier Salmeron
- Gastroenterology and Hepatology Department, San Cecilio University Hospital, Granada, Spain
| | - Manuel Romero-Gomez
- Seliver Group, Institute of Biomedicine of Seville (IBiS)/ Hospital Universitario Virgen Del Rocío/CSIC/Universidad De Sevilla, Seville, Spain
- Spanish Network for Biomedical Research in Hepatic and Digestive Diseases (CIBERehd), Carlos III Health Institute (ISCIII), Madrid, Spain
| | - Jordi Muntane
- Spanish Network for Biomedical Research in Hepatic and Digestive Diseases (CIBERehd), Carlos III Health Institute (ISCIII), Madrid, Spain
- Institute of Biomedicine of Seville (IBiS), Hospital University Virgen del Rocío/CSIC/University of Seville, Seville, Spain
- Department of Medical Physiology and Biophysics, University of Seville, Seville, Spain
| | - Javier Padillo
- General and Gastrointestinal Surgery Division, Virgen del Rocío University Hospital, Sevilla, Spain
| | - Jose María Alamo
- General and Gastrointestinal Surgery Division, Virgen del Rocío University Hospital, Sevilla, Spain
| | - Jose A. Lorente
- Genyo-Centro Pfizer-Universidad De Granada-Junta De Andalucía De Genómica e Investigación Oncológica, Granada, Spain
- Legal Medicine Department, Medicine School, University of Granada, Granada, Spain
| | - María José Serrano
- Genyo-Centro Pfizer-Universidad De Granada-Junta De Andalucía De Genómica e Investigación Oncológica, Granada, Spain
- Comprehensive Oncology Division, Clinical University Hospital, Virgen de las Nieves-IBS, Granada, Spain
- Department of Pathological Anatomy, Faculty of Medicine, University of Granada, Granada, Spain
| | - M. Carmen Garrido-Navas
- Genyo-Centro Pfizer-Universidad De Granada-Junta De Andalucía De Genómica e Investigación Oncológica, Granada, Spain
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Shukla A, Patkar S, Sundaram S, Shah SR, Ingle M, Gupta A, Gopan A, Kamat M, Mohanka R, Singh S, Walke S, Pandey V, Goel M. Clinical Profile, Patterns of Care & adherence to Guidelines in Patients with Hepatocellular Carcinoma: Prospective multi-center Study. J Clin Exp Hepatol 2022; 12:1463-1473. [PMID: 36340319 PMCID: PMC9630010 DOI: 10.1016/j.jceh.2022.05.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Accepted: 05/27/2022] [Indexed: 12/12/2022] Open
Abstract
Background and aims Increasing incidence of hepatocellular carcinoma (HCC) in India is a matter of concern and need for adequate profiling and streamlining management strategies cannot be over-emphasized. Methods This is a prospective multi-centric observational cohort study comprising of an oncology center, one university tertiary hospital with specialized hepatology service, one public hospital with gastroenterology service, and a private liver transplant center located within a 3-km radius. The demographic and clinical parameters were recorded on a prospectively maintained database. The clinical profile, demographics, characteristics of HCC and the allocated treatment were noted and compared among the four centers. Results In total, 672 patients were enrolled from June 2016 till January 2020. Abdominal pain (64.3%) and weight loss (47.3%) were the most common symptoms. Most common identified etiology was hepatitis B (39%). The cancer center received lesser patients with hepatitis C and those with advanced stage of HCC. The private transplant center reported the highest proportion of NASH, which was also significantly higher in those belonging to higher socioeconomic strata, and lowest proportion of alcoholic cirrhosis. Metastasis was seen in almost one-fifth (19%) cases at diagnosis. Portal vein thrombosis was evident in 40%. Adherence to treatment guidelines was seen in three-fourth cases (76%). Conclusions Hepatitis B is the most common underlying cause for HCC, whereas other causes like NASH are on the rise. Etiologic profile may vary with selective specialization of centers catering to patients with HCC. Adherence to guideline while allocating treatment was high among all centers with highest non-adherence in BCLC A.
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Key Words
- AASLD, American Association of Study of Liver Disease
- AFP, Alpha fetoprotein
- ALP, Alkaline phosphatase
- ALT, Alanine transaminase
- AST, Aspartate transaminase
- BCLC, Barcelona Clinic Liver Cancer staging
- BCS, Budd Chiari syndrome
- CT, Computed tomography
- EASL, European Association for Study of Liver
- GGT, Gamma glutamyl transpeptidase
- HBV, Hepatitis B virus
- HCC, Hepatocellular carcinoma
- HCV, Hepatitis C virus
- HKLC, Hong-Kong Liver Cancer staging
- HVPG, Hepatic venous pressure gradient
- INR, International normalized ratio
- MDT, Multidisciplinary team
- MRI, Magnetic resonance imaging
- NAFLD, Non-alcoholic fatty liver disease
- PHT, Portal hypertension
- PVTT, Portal venous tumor thrombosis
- clinical profile
- hepatocellular carcinoma
- milan criteria
- multicenter
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Affiliation(s)
- Akash Shukla
- Department of Gastroenterology, Seth G.S Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Shraddha Patkar
- Department of Surgical Oncology, Tata Memorial Hospital, Mumbai, India
| | - Sridhar Sundaram
- Department of Gastroenterology, Seth G.S Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Samir R. Shah
- Department of Hepatology, Institute of Liver Disease, Hepato-pancreatico-biliary Surgery and Transplant, Global Hospitals, Mumbai, India
| | - Meghraj Ingle
- Department of Gastroenterology, Lokmanya Tilak Municipal Medical College and General Hospital, Mumbai, India
| | - Amit Gupta
- Department of Surgical Oncology, Tata Memorial Hospital, Mumbai, India
| | - Amrit Gopan
- Department of Gastroenterology, Seth G.S Medical College and King Edward Memorial Hospital, Mumbai, India
| | - Mrunal Kamat
- Department of Hepatology, Institute of Liver Disease, Hepato-pancreatico-biliary Surgery and Transplant, Global Hospitals, Mumbai, India
| | - Ravi Mohanka
- Department of Hepatology, Institute of Liver Disease, Hepato-pancreatico-biliary Surgery and Transplant, Global Hospitals, Mumbai, India
| | - Sandeep Singh
- Department of Hepatology, Institute of Liver Disease, Hepato-pancreatico-biliary Surgery and Transplant, Global Hospitals, Mumbai, India
| | - Swapnil Walke
- Department of Gastroenterology, Lokmanya Tilak Municipal Medical College and General Hospital, Mumbai, India
| | - Vikas Pandey
- Department of Gastroenterology, Lokmanya Tilak Municipal Medical College and General Hospital, Mumbai, India
| | - Mahesh Goel
- Department of Surgical Oncology, Tata Memorial Hospital, Mumbai, India
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7
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Zhang L, Cheng C, Li B, Chen J, Peng J, Cao Y, Yue Y, Mai X, Yu D. Combined clinical features and MRI parameters for the prediction of VEGFR2 in hepatocellular carcinoma patients. Front Oncol 2022; 12:961530. [PMID: 36313714 PMCID: PMC9608502 DOI: 10.3389/fonc.2022.961530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Accepted: 10/03/2022] [Indexed: 01/17/2023] Open
Abstract
Purpose To develop a prediction model for estimating the expression of vascular endothelial growth factor receptor 2 (VEGFR2) in hepatocellular carcinoma (HCC) patients using clinical features and the contrast-enhanced MRI Liver Imaging Reporting and Data System (LI-RADS). Methods A total of 206 HCC patients were subjected to preoperative contrast-enhanced MRI, radical resection, and VEGFR2 immunohistochemistry labeling. The intensity of VEGFR2 expression was used to split patients into either the positive group or the negative group. For continuous data, the Mann-Whitney U test was employed, and for categorical variables, the χ2 test was utilized. Results VEGFR2-positivity was identified in 41.7% (86/206) of the patients. VEGFR2-positive HCCs were confirmed by higher serum alpha-fetoprotein (AFP) levels, larger tumor dimensions (either on MRI or upon final pathology), and a higher LI-RADS score (all p < 0.001). LI-RADS scores and AFP levels were independent predictors for high VEGFR2 expression. These two parameters were used to establish a VEGFR2-positive risk nomogram, which was validated to possess both good discrimination and calibration. The area under the curve was 0.830 (sensitivity 83.6%, specificity 72.5%) and the mean absolute error was 0.021. The threshold probabilities ranged between 0.07 and 0.95, and usage of the model contributed net benefits. Conclusion A nomogram including clinical features and contrast-enhanced MRI parameters was developed and was demonstrably effective at predicting VEGFR2 expression in HCC patients.
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Affiliation(s)
- Laizhu Zhang
- Hepatobiliary and Pancreatic Center & Liver Transplantation Center, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Chunxiao Cheng
- Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Binghua Li
- Hepatobiliary and Pancreatic Center & Liver Transplantation Center, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Jun Chen
- Department of Pathology, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Jin Peng
- Hepatobiliary and Pancreatic Center & Liver Transplantation Center, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Yajuan Cao
- Hepatobiliary and Pancreatic Center & Liver Transplantation Center, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Yang Yue
- Hepatobiliary and Pancreatic Center & Liver Transplantation Center, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Xiaoli Mai
- Department of Radiology, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
- *Correspondence: Xiaoli Mai, ; Decai Yu,
| | - Decai Yu
- Hepatobiliary and Pancreatic Center & Liver Transplantation Center, the Affiliated Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
- Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
- *Correspondence: Xiaoli Mai, ; Decai Yu,
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8
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Dabbish AM, Abdelzaher HM, Abohawya M, Shamma S, Mahmoud YH, Maged A, Manaa M, Hassany M, Kobeissy F, Bazgir O, El-Fawal H, Azzazy HME, Abdelnaser A. Prognostic MicroRNA Panel for HCV-Associated HCC: Integrating Computational Biology and Clinical Validation. Cancers (Basel) 2022; 14:3036. [PMID: 35804809 PMCID: PMC9265118 DOI: 10.3390/cancers14133036] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 01/29/2022] [Accepted: 02/05/2022] [Indexed: 02/06/2023] Open
Abstract
Early detection of hepatocellular carcinoma (HCC) will reduce morbidity and mortality rates of this widely spread disease. Dysregulation in microRNA (miRNA) expression is associated with HCC progression. The objective is to identify a panel of differentially expressed miRNAs (DE-miRNAs) to enhance HCC early prediction in hepatitis C virus (HCV) infected patients. Candidate miRNAs were selected using a bioinformatic analysis of microarray and RNA-sequencing datasets, resulting in nine DE-miRNAs (miR-142, miR-150, miR-183, miR-199a, miR-215, miR-217, miR-224, miR-424, and miR-3607). Their expressions were validated in the serum of 44 healthy individuals, 62 non-cirrhotic HCV patients, 67 cirrhotic-HCV, and 72 HCV-associated-HCC patients using real-time PCR (qPCR). There was a significant increase in serum concentrations of the nine-candidate miRNAs in HCC and HCV patients relative to healthy individuals. MiR-424, miR-199a, miR-142, and miR-224 expressions were significantly altered in HCC compared to non-cirrhotic patients. A panel of five miRNAs improved sensitivity and specificity of HCC detection to 100% and 95.12% relative to healthy controls. Distinguishing HCC from HCV-treated patients was achieved by 70.8% sensitivity and 61.9% specificity using the combined panel, compared to alpha-fetoprotein (51.4% sensitivity and 60.67% specificity). These preliminary data show that the novel miRNAs panel (miR-150, miR-199a, miR-224, miR-424, and miR-3607) could serve as a potential non-invasive biomarker for HCC early prediction in chronic HCV patients. Further prospective studies on a larger cohort of patients should be conducted to assess the potential prognostic ability of the miRNAs panel.
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Affiliation(s)
- Areeg M. Dabbish
- Biotechnology Graduate Program, Department of Biology, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (A.M.D.); (M.A.)
| | - Hana M. Abdelzaher
- Institute of Global Health and Human Ecology (IGHHE), The American University in Cairo, New Cairo 11835, Egypt; (H.M.A.); (S.S.); (H.E.-F.)
| | - Moustafa Abohawya
- Biotechnology Graduate Program, Department of Biology, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt; (A.M.D.); (M.A.)
| | - Samir Shamma
- Institute of Global Health and Human Ecology (IGHHE), The American University in Cairo, New Cairo 11835, Egypt; (H.M.A.); (S.S.); (H.E.-F.)
| | - Yosra H. Mahmoud
- Fellow of Clinical Pathology, National Hepatology and Tropical Medicine Research Institute (NHTMRI), Cairo 11562, Egypt;
| | - Amr Maged
- Tropical Medicine Department, National Hepatology and Tropical Medicine Research Institute (NHTMRI), Cairo 11562, Egypt; (A.M.); (M.M.); (M.H.)
| | - Mohamed Manaa
- Tropical Medicine Department, National Hepatology and Tropical Medicine Research Institute (NHTMRI), Cairo 11562, Egypt; (A.M.); (M.M.); (M.H.)
| | - Mohamed Hassany
- Tropical Medicine Department, National Hepatology and Tropical Medicine Research Institute (NHTMRI), Cairo 11562, Egypt; (A.M.); (M.M.); (M.H.)
| | - Firas Kobeissy
- Program for Neurotrauma, Neuroproteomics & Biomarkers Research, Departments of Emergency Medicine, Psychiatry, Neuroscience and Chemistry, University of Florida, Gainesville, FL 32611, USA;
- Department of Biochemistry and Molecular Biology, American University of Beirut, Beirut 11-0236, Lebanon
| | - Omid Bazgir
- Modeling and Simulation/Clinical Pharmacology, Genentech, CA 94080, USA;
| | - Hassan El-Fawal
- Institute of Global Health and Human Ecology (IGHHE), The American University in Cairo, New Cairo 11835, Egypt; (H.M.A.); (S.S.); (H.E.-F.)
| | - Hassan M. E. Azzazy
- Department of Chemistry, The American University in Cairo, New Cairo 11835, Egypt;
| | - Anwar Abdelnaser
- Institute of Global Health and Human Ecology (IGHHE), The American University in Cairo, New Cairo 11835, Egypt; (H.M.A.); (S.S.); (H.E.-F.)
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Burciu C, Șirli R, Bende F, Fofiu R, Popescu A, Sporea I, Ghiuchici AM, Miuțescu B, Dănilă M. Usefulness of Imaging and Biological Tools for the Characterization of Portal Vein Thrombosis in Hepatocellular Carcinoma. Diagnostics (Basel) 2022; 12:diagnostics12051145. [PMID: 35626300 PMCID: PMC9139496 DOI: 10.3390/diagnostics12051145] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 04/26/2022] [Accepted: 05/03/2022] [Indexed: 02/04/2023] Open
Abstract
This study aims to evaluate the performance of contrast-enhanced ultrasound (CEUS) and biological tests to characterize portal vein thrombosis (PVT). We retrospectively analyzed 101 patients with PVT, liver cirrhosis, and hepatocellular carcinoma (HCC). In all patients, demographic, biologic, imaging, and endoscopic data were collected. All patients underwent CEUS and a second line imaging technique (CE-CT/MRI) to characterize PVT. Of the 101 cirrhotic subjects, 77 (76.2%) had HCC. CEUS had 98.6% sensitivity (Se) and 89.3% specificity (Sp) for the characterization of PVT type. A significant correlation was found between alpha-fetoprotein (AFP) levels and the PVT characterization at CEUS (r = 0.28, p = 0.0098) and CT/MRI (r = 0.3, p = 0.0057). Using the AFP rule-out cutoff values for HCC (AFP < 20 ng/dL), 78% of the subjects were correctly classified as having benign PVT, while 100% of the subjects were correctly classified as tumor-in-vein (TIV) when the rule-in cutoff value was used (AFP ≥ 200 ng/dL). Using multiple regression analysis, we obtained a score for classifying PVT. The PVT score performed better than CEUS (AUC—0.99 vs. AUC—0.93, p = 0.025) or AFP serum levels (AUC—0.99 vs. AUC—0.96, p = 0.047) for characterizing PVT. In conclusion, CEUS is a sensitive method for the characterization of PVT. The PVT score had the highest performance for PVT characterization.
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Affiliation(s)
- Călin Burciu
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
| | - Roxana Șirli
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
- Correspondence:
| | - Felix Bende
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
| | - Renata Fofiu
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
| | - Alina Popescu
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
| | - Ioan Sporea
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
| | - Ana-Maria Ghiuchici
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
| | - Bogdan Miuțescu
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
| | - Mirela Dănilă
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 300041 Timișoara, Romania; (C.B.); (F.B.); (A.P.); (I.S.); (A.-M.G.); (B.M.); (M.D.)
- Advanced Regional Research Center in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, 30041 Timișoara, Romania;
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Rusie D, Mercan Stanciu A, Toma L, Iliescu EL. Correlation Between Serum Alpha-Fetoprotein and Tumour Size in Patients With Hepatocellular Carcinoma Treated With Direct-Acting Antivirals. Cureus 2022; 14:e24506. [PMID: 35497085 PMCID: PMC9045839 DOI: 10.7759/cureus.24506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2022] [Indexed: 11/26/2022] Open
Abstract
Objectives: Since its first description, alpha-fetoprotein has become the most widely used marker for diagnosing and monitoring patients with hepatocellular carcinoma (HCC). This study aims to assess the correlation between serum levels of alpha-fetoprotein and tumour dimensions in patients diagnosed with HCC, that were previously treated with direct-acting antivirals for hepatitis C viral infection. Materials and methods: We conducted a retrospective cohort study on 47 patients with a personal history of hepatitis C virus infection, who were diagnosed with different forms of HCC more than one year after achieving sustained virologic response after 12 weeks post-treatment. Patients were monitored by liver function tests, tumoral markers, blood cell count and coagulation profile and underwent imagistic explorations such as abdominal ultrasonography and, in selected cases, computerised tomography/magnetic resonance imaging. Tumour burden was assessed by both tumour burden score and seven-eleven criteria. Results: The study mostly included cirrhotic patients, multinodular HCC being the predominant pattern. All patients had alpha-fetoprotein levels over 100 ng/ml, with values largely varying, in accordance with the tumour dimensions. Most patients had medium-range Tumour Burden Score, a variable that also correlated with nodule size. Conclusions: The study found a significant correlation between serum alpha-fetoprotein and tumour size in patients with HCC. Alpha-fetoprotein also correlated well with Tumour Burden Score and remains a very important diagnostic and prognostic tool for patients with HCC.
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Hanif H, Ali MJ, Susheela AT, Khan IW, Luna-Cuadros MA, Khan MM, Lau DTY. Update on the applications and limitations of alpha-fetoprotein for hepatocellular carcinoma. World J Gastroenterol 2022; 28:216-229. [PMID: 35110946 PMCID: PMC8776528 DOI: 10.3748/wjg.v28.i2.216] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 11/26/2021] [Accepted: 12/31/2021] [Indexed: 02/06/2023] Open
Abstract
Alpha-fetoprotein (AFP) is an oncofetal glycoprotein that has been used as a tumor marker for hepatocellular carcinoma (HCC) in combination with ultrasound and other imaging modalities. Its utility is limited because of both low sensitivity and specificity, and discrepancies among the different methods of measurements. Moreover, its accuracy varies according to patient characteristics and the AFP cut-off values used. Combination of AFP with novel biomarkers such as AFP-L3, Golgi specific membrane protein (GP73) and des-gamma-carboxyprothrombin significantly improved its accuracy in detecting HCC. Increased AFP level could also signify severity of hepatic destruction and subsequent regeneration and is commonly observed in patients with acute and chronic liver conditions and cirrhosis. Hereditary and other non-hepatic disorders can also cause AFP elevation.
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Affiliation(s)
- Hira Hanif
- Liver Center, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, United States
| | - Mukarram Jamat Ali
- Liver Center, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, United States
| | - Ammu T Susheela
- Internal Medicine, Loyola MacNeal Hospital, Berwyn, PA 60402, United States
| | - Iman Waheed Khan
- Liver Center, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, United States
| | - Maria Alejandra Luna-Cuadros
- Liver Center, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, United States
| | - Muzammil Muhammad Khan
- Liver Center, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, United States
| | - Daryl Tan-Yeung Lau
- Liver Center, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, United States
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Jearth V, Patil PS, Mehta S, Sundaram S, Seth V, Goel M, Patkar S, Bal M, Rao V. Correlation of Clinicopathological Profile, Prognostic Factors, and Survival Outcomes with Baseline Alfa-Fetoprotein Levels in Patients With Hepatocellular Carcinoma: A Biomarker that is Bruised but Not Broken. J Clin Exp Hepatol 2022; 12:841-852. [PMID: 35677513 PMCID: PMC9168719 DOI: 10.1016/j.jceh.2021.11.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 11/10/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND AND AIMS The role of Alfa-fetoprotein (AFP) in the management of hepatocellular carcinoma (HCC) is still debated, with differences in recommendations between international guidelines. We analyzed the relationship of the clinicopathological profile, prognostic features, and survival outcomes with baseline serum AFP levels in patients with HCC. METHODS Retrospective analysis of a prospectively accrued dataset of consecutive HCC patients was done. RESULTS 508 treatment naive patients were included in the analysis. AFP at presentation was normal (<10 ng/ml) in 18% patients. Patients with very high AFP (>400 ng/ml) had poor hepatic reserves (higher mean serum bilirubin, AST, ALT, INR, and lower mean albumin) and advanced disease at presentation (higher incidence of extrahepatic metastasis, and less proportion of patients with well-differentiated tumors). AFP >400 ng/ml was an independent predictor for presence of portal vein tumor thrombosis (PVTT) (OR, 4.08; 95% CI, 2.34-7.12; P < 0.001), higher tumor size (OR, 2.19; 95% CI, 1.36-3.54, P = 0.001) and advanced BCLC stage (OR, 4.19; 95% CI, 2.51-7.03; P < 0.001). Two-third of patients with small HCC (MTD <3 cm) and more than half with early-stage HCC (BCLC stage 0/A) had elevated AFP levels. No significant relationship was seen between overall survival (OS) and baseline AFP in patients who underwent surgery, but median OS in patients subjected to nonsurgical therapies was 19.4,10.5 and 5.7 months in patients having AFP <10 ng/ml, 10-400 ng/ml and >400 ng/ml respectively (P = 0.003). AFP >400 ng/ml was an independent predictor of survival in patients receiving any form of therapy (HR = 2.23; 95% CI = 1.19-4.18, P = 0.012). CONCLUSION AFP as a biomarker still has a significant role to play in the management of HCC patients and is here to stay till the search for an ideal biomarker in HCC is over.
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Key Words
- AFP, Alfa-fetoprotein
- BCLC, Barcelona clinic liver cancer
- BSC, Best supportive care
- Barcelona clinic liver cancer staging
- EHM, Extrahepatic metastasis
- HBHC, HBV or HCV related
- HBV, Hepatitis B virus
- HCC, Hepatocellular carcinoma
- HCV, Hepatitis C virus
- MDT, Multidisciplinary team
- MTD, Maximum tumor diameter
- NAFLD, Nonalcoholic fatty liver disease
- NBNC, Non B Non C related
- OS, Overall survival
- PVTT, Portal vein tumor thrombosis
- RFA, Radiofrequency ablation
- SBRT, Stereotactic body radiation therapy
- TACE, Transarterial chemo-embolization
- TARE, Transarterial radio-embolization
- alfa-fetoprotein
- biomarker
- hepatocellular carcinoma
- portal vein tumor thrombosis
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Affiliation(s)
- Vaneet Jearth
- Department of Digestive Diseases and Clinical Nutrition, Tata Memorial Hospital, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Prachi S. Patil
- Department of Digestive Diseases and Clinical Nutrition, Tata Memorial Hospital, Homi Bhabha National Institute (HBNI), Mumbai, India,Address for correspondence: Prachi S. Patil, Professor, Department of Digestive Diseases and Clinical Nutrition, Tata Memorial Hospital, Mumbai, Maharashtra, 400012, India. Tel.: +91-22-24177000. Ext-7205.
| | - Shaesta Mehta
- Department of Digestive Diseases and Clinical Nutrition, Tata Memorial Hospital, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Sridhar Sundaram
- Department of Digestive Diseases and Clinical Nutrition, Tata Memorial Hospital, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Vishal Seth
- Department of Digestive Diseases and Clinical Nutrition, Tata Memorial Hospital, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Mahesh Goel
- Division of Hepatobiliary Surgery, Department of Surgical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Shraddha Patkar
- Division of Hepatobiliary Surgery, Department of Surgical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India
| | - Munita Bal
- Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute (HBNI), Mumbai, India
| | - Vidya Rao
- Department of Pathology, Tata Memorial Hospital, Homi Bhabha National Institute (HBNI), Mumbai, India
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Gupta R, Kleinjans J, Caiment F. Identifying novel transcript biomarkers for hepatocellular carcinoma (HCC) using RNA-Seq datasets and machine learning. BMC Cancer 2021; 21:962. [PMID: 34445986 PMCID: PMC8394105 DOI: 10.1186/s12885-021-08704-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 08/09/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is one of the leading causes of cancer death in the world owing to limitations in its prognosis. The current prognosis approaches include radiological examination and detection of serum biomarkers, however, both have limited efficiency and are ineffective in early prognosis. Due to such limitations, we propose to use RNA-Seq data for evaluating putative higher accuracy biomarkers at the transcript level that could help in early prognosis. METHODS To identify such potential transcript biomarkers, RNA-Seq data for healthy liver and various HCC cell models were subjected to five different machine learning algorithms: random forest, K-nearest neighbor, Naïve Bayes, support vector machine, and neural networks. Various metrics, namely sensitivity, specificity, MCC, informedness, and AUC-ROC (except for support vector machine) were evaluated. The algorithms that produced the highest values for all metrics were chosen to extract the top features that were subjected to recursive feature elimination. Through recursive feature elimination, the least number of features were obtained to differentiate between the healthy and HCC cell models. RESULTS From the metrics used, it is demonstrated that the efficiency of the known protein biomarkers for HCC is comparatively lower than complete transcriptomics data. Among the different machine learning algorithms, random forest and support vector machine demonstrated the best performance. Using recursive feature elimination on top features of random forest and support vector machine three transcripts were selected that had an accuracy of 0.97 and kappa of 0.93. Of the three transcripts, two were protein coding (PARP2-202 and SPON2-203) and one was a non-coding transcript (CYREN-211). Lastly, we demonstrated that these three selected transcripts outperformed randomly taken three transcripts (15,000 combinations), hence were not chance findings, and could then be an interesting candidate for new HCC biomarker development. CONCLUSION Using RNA-Seq data combined with machine learning approaches can aid in finding novel transcript biomarkers. The three biomarkers identified: PARP2-202, SPON2-203, and CYREN-211, presented the highest accuracy among all other transcripts in differentiating the healthy and HCC cell models. The machine learning pipeline developed in this study can be used for any RNA-Seq dataset to find novel transcript biomarkers. Code: www.github.com/rajinder4489/ML_biomarkers.
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Affiliation(s)
- Rajinder Gupta
- Department of Toxicogenomics, School of Oncology and Developmental Biology (GROW), Maastricht University, Maastricht, The Netherlands
| | - Jos Kleinjans
- Department of Toxicogenomics, School of Oncology and Developmental Biology (GROW), Maastricht University, Maastricht, The Netherlands
| | - Florian Caiment
- Department of Toxicogenomics, School of Oncology and Developmental Biology (GROW), Maastricht University, Maastricht, The Netherlands.
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Akkiz H, Carr BI, Guerra V, Donghia R, Yalçın K, Karaoğullarından U, Altıntaş E, Özakyol A, Şimşek H, Balaban HY, Balkan A, Uyanıkoğlu A, Ekin N, Delik A. Plasma lipids, tumor parameters and survival in HCC patients with HBV and HCV. JOURNAL OF TRANSLATIONAL SCIENCE 2021; 7:10.15761/jts.1000421. [PMID: 34457356 PMCID: PMC8389344 DOI: 10.15761/jts.1000421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
INTRODUCTION AND AIMS Hepatocellular carcinoma (HCC) is a consequence of chronic liver disease, particularly from hepatitis B or C and increasingly from obesity and metabolic syndrome. Since lipids are an important component of cell membranes and are involved in cell signaling and tumor cell growth, we wished to evaluate the relationship between HCC patient plasma lipids and maximum tumor diameter and other indices of HCC human biology. METHODS We examined prospectively-collected data from a multi-institutional collaborative Turkish HCC working group, from predominantly HBV-based patients, for plasma lipid profiles, consisting of triglycerides, total cholesterol, LDL-cholesterol (LDL) and HDL-cholesterol (HDL) and compared these with the associated patient maximum tumor diameter (MTD), portal vein thrombosis, alpha-fetoprotein (AFP) and also with patient survival. RESULTS We found that both low HDL (p=0.0002) and high LDL (p=0.003) levels were significantly associated with increased MTD, as well as in a final multiple linear regression model on MTD. The combination of low HDL combined with high HDL levels were significant in a regression model on MTD, PVT and an HCC Aggressiveness Index (Odds Ratio 12.91 compared to an Odds Ratio of 1 for the reference). Furthermore, in a Cox regression model on death, the HDL plus LDL combination had a significantly higher Hazard Ratio than the reference category. CONCLUSIONS Low plasma HDL, high plasma LDL and especially the combination, were significantly related to more aggressive HCC phenotype and the combination was significantly related to a higher Hazard Ratio for death.
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Affiliation(s)
- H Akkiz
- Çukurova University, Adana, Turkey
| | - BI Carr
- İnonu University, Malatya, Turkey
| | - V Guerra
- National Institute of Gastroenterology, S. de Bellis Research hospital, Castellana Grotte (BA), Italy
| | - R Donghia
- National Institute of Gastroenterology, S. de Bellis Research hospital, Castellana Grotte (BA), Italy
| | - K Yalçın
- Dikle University, Diyarbakır, Turkey
| | | | | | - A Özakyol
- Eskişehir Osmangazi University, Eskişehir, Turkey
| | - H Şimşek
- Hacettepe University, Ankara, Turkey
| | | | - A Balkan
- Gaziantep University, Gazientep, Turkey
| | | | - N Ekin
- Dikle University, Diyarbakır, Turkey
| | - A Delik
- Çukurova University, Adana, Turkey
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Isik B, Gonultas F, Sahin T, Yilmaz S. Microvascular Venous Invasion in Hepatocellular Carcinoma: Why Do Recurrences Occur? J Gastrointest Cancer 2021; 51:1133-1136. [PMID: 32839943 DOI: 10.1007/s12029-020-00487-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
PURPOSE Hepatocellular carcinoma is the most common primary cancer of the liver. It is almost always associated with cirrhosis and it is usually diagnosed in later stages of the disease. Furthermore, recurrence rate following liver transplantation ranges between 15 and 30%. The most important factor determining the recurrence is vascular invasion. METHODS In this review, the issue of microvascular invasion causing hepatocellular carcinoma recurrence is reviewed. Macroscopic vascular invasion is almost easy to diagnose on radiologic evaluation. However, microscopic vascular invasion is almost always diagnosed with pathologic evaluation. On the other hand, microscopic vascular invasion is associated with early recurrences and reduced disease-free survival. The type of vessel that is invaded determines the nature of the spread of the tumor cells. Invasion of the hepatic venous tributaries leads to systemic metastasis whereas portal venous invasions lead to intrahepatic spread of the tumor. Microscopic vascular invasion should be diagnosed before liver transplantation or liver resection in order to deliver the appropriate therapy to the patients. RESULTS Yet, there is no ideal marker to suggest microscopic vascular invasion before any intervention. Markers such as alpha-fetoprotein, des carboxy prothrombin, or gamma-glutamyl transferase have been found to be correlated with microscopic vascular invasion. These parameters are not very efficient to be used in routine clinical practice. CONCLUSION Therefore, further research is needed to define ideal marker associated with microscopic vascular invasion.
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Affiliation(s)
- Burak Isik
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, 244280, Malatya, Turkey
| | - Fatih Gonultas
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, 244280, Malatya, Turkey
| | - Tolga Sahin
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, 244280, Malatya, Turkey
| | - Sezai Yilmaz
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, 244280, Malatya, Turkey. .,Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Elazig Yolu 10. Km, 44280, Malatya, Turkey.
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Suceveanu AI, Micu IS, Baltatescu GI, Petcu LC, Dobrin N, Brinzan C, Nitipir C, Mazilu L, Botea F, Herlea V, Voinea F, Suceveanu AP. Overexpression of Survivin-1, TAG-72 and HERC5 in patients diagnosed with hepatocellular carcinoma in the Black Sea coast geographical area. Exp Ther Med 2021; 21:284. [PMID: 33603891 PMCID: PMC7851649 DOI: 10.3892/etm.2021.9715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 11/26/2020] [Indexed: 11/06/2022] Open
Abstract
Epidemiological data regarding hepatocellular carcinoma (HCC) report unsatisfactory morbimortality rates despite the global efforts to decrease the incidence and prolong patient survival. Current guidelines lack diagnostic biomarkers to better characterize patients with HCC. We aimed to validate the overexpression of Survivin-1, tumor-associated glyocoprotein 72 (Tag-72), and HECT and RLD domain containing E3 ubiquitin protein ligase 5 (HERC5) as tissue biomarkers for HCC characterization in patients from our geographical area and to standardize a local biomarker panel to be introduced in the current management guideline. Thirty samples of histologically confirmed HCC were compared to an equal number of samples of benign tumors in terms of Survivin-1, TAG-72, and HERC5 overexpression. Student's t-test, Mann-Whitney U test and Chi-square test were used to find differences between the two studied groups and to compare the categorical variables. The discriminative power of Survivin-1, Tag-72, and HERC5 overexpression was assessed using ROC curves. The multivariate linear regression analysis revealed that Survivin, Tag-72, and HERC5 were significantly overexpressed in older male patients, with α-fetoprotein (AFP) >200 ng/dl, low serum albumin, as well as in patients with imaging features of portal thrombosis and ascites. The diagnostic performance of Survivin-1, Tag-72 and HERC5 tissue biomarkers for HCC characterization was superior to that of the gold-standard AFP. Our study results validate the overexpression of Survivin-1, Tag-72, and HERC5 as tissue biomarkers for HCC characterization in patients from our geographical region and could be standardized in the current HCC management guideline.
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Affiliation(s)
| | - Ioan Sergiu Micu
- Department of Gastroenterology, ‘Ovidius’ University, 900527 Constanta, Romania
| | - Gabriela-Izabela Baltatescu
- Research and Development Centre for The Morphologic and Genetic Study of Malignant Pathology, ‘Ovidius’ University, 900527 Constanta, Romania
| | - Lucian Cristian Petcu
- Dentistry Faculty, Biophysics and Biostatistics Disciplines, ‘Ovidius’ University, 900527 Constanta, Romania
| | - Nicolae Dobrin
- Research and Development Centre for The Morphologic and Genetic Study of Malignant Pathology, ‘Ovidius’ University, 900527 Constanta, Romania
| | - Costel Brinzan
- Doctoral School of Medicine, ‘Ovidius’ University, 900527 Constanta, Romania
| | - Cornelia Nitipir
- Department of Oncology, ‘Carol Davila’ University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Laura Mazilu
- Department of Oncology, ‘Ovidius’ University, 900527 Constanta, Romania
| | - Florin Botea
- Liver Transplant and General Surgery Centre, ‘Fundeni’ Institute, 022328 Bucharest, Romania
| | - Vlad Herlea
- Department of Pathology, ‘Fundeni’ Institute, 022328 Bucharest, Romania
| | - Felix Voinea
- Department of Urology, ‘Ovidius’ University, 900527 Constanta, Romania
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Akkiz H, Carr BI, Bag HG, Karaoğullarından Ü, Yalçın K, Ekin N, Özakyol A, Altıntaş E, Balaban HY, Şimşek H, Uyanıkoğlu A, Balkan A, Kuran S, Üsküdar O, Ülger Y, Güney B, Delik A. Serum levels of inflammatory markers CRP, ESR and albumin in relation to survival for patients with hepatocellular carcinoma. Int J Clin Pract 2021; 75:e13593. [PMID: 32583494 PMCID: PMC7758189 DOI: 10.1111/ijcp.13593] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 06/18/2020] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Hepatocellular carcinoma is associated with several chronic inflammatory conditions. It is increasingly understood that the inflammation may be part of the carcinogenic process and prognostically important. OBJECTIVE To evaluate the serum levels of three inflammation markers in relation to survival in HCC patients. METHODS We retrospectively examined the serum levels of CRP, albumin and ESR, both singly and in combination, in relation to patient survival. RESULTS Survival worsened with increase in CRP or ESR or decrease in albumin levels. Combinations of CRP plus albumin or CRP plus ESR were associated with an even greater range of survival (3-fold), together with significant differences in maximum tumor diameter (PVT) and percent of patients with portal vein thrombosis (PVT). The triplet of CRP plus albumin plus ESR was associated with a sevenfold difference in survival, comparing low vs high parameter levels. These significant differences were found in patients with small or large tumors. CONCLUSIONS Combinations of CRP with albumin or ESR or all three parameters together significantly related to differences in survival and to differences in MTD and percent PVT, in patients with both small and large size HCCs.
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18
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Jin YJ, Aycheh HM, Han S, Chamberlin J, Shin J, Byun S, Lee Y. Differential alternative splicing between hepatocellular carcinoma with normal and elevated serum alpha-fetoprotein. BMC Med Genomics 2020; 13:194. [PMID: 33371894 PMCID: PMC7771076 DOI: 10.1186/s12920-020-00836-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Accepted: 11/24/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Serum alpha-fetoprotein (AFP) is the approved serum marker for hepatocellular carcinoma (HCC) screening. However, not all HCC patients show high (≥ 20 ng/mL) serum AFP, and the molecular mechanisms of HCCs with normal (< 20 ng/mL) serum AFP remain to be elucidated. Therefore, we aimed to identify biological features of HCCs with normal serum AFP by investigating differential alternative splicing (AS) between HCCs with normal and high serum AFP. METHODS We performed a genome-wide survey of AS events in 249 HCCs with normal (n = 131) and high (n = 118) serum AFP levels using RNA-sequencing data obtained from The Cancer Genome Atlas. RESULTS In group comparisons of RNA-seq profiles from HCCs with normal and high serum AFP levels, 161 differential AS events (125 genes; ΔPSI > 0.05, FDR < 0.05) were identified to be alternatively spliced between the two groups. Those genes were enriched in cell migration or proliferation terms such as "the cell migration and growth-cone collapse" and "regulation of insulin-like growth factor (IGF) transport and uptake by IGF binding proteins". Most of all, two AS genes (FN1 and FAM20A) directly interact with AFP; these relate to the regulation of IGF transport and post-translational protein phosphorylation. Interestingly, 42 genes and 27 genes were associated with gender and vascular invasion (VI), respectively, but only eighteen genes were significant in survival analysis. We especially highlight that FN1 exhibited increased differential expression of AS events (ΔPSI > 0.05), in which exons 25 and 33 were more frequently skipped in HCCs with normal (low) serum AFP compared to those with high serum AFP. Moreover, these events were gender and VI dependent. CONCLUSION We found that AS may influence the regulation of transcriptional differences inherent in the occurrence of HCC maintaining normal rather than elevated serum AFP levels.
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Affiliation(s)
- Young-Joo Jin
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, USA.,Division of Gastroenterology, Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, South Korea
| | - Habtamu Minassie Aycheh
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Seonggyun Han
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - John Chamberlin
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Jaehang Shin
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Seyoun Byun
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Younghee Lee
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, UT, USA. .,Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, UT, USA.
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19
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Ince V, Carr BI, Bag HG, Ersan V, Usta S, Koc C, Gonultas F, Sarici BK, Karakas S, Kutluturk K, Baskiran A, Yilmaz S. Liver transplant for large hepatocellular carcinoma in Malatya: The role of gamma glutamyl transferase and alpha-fetoprotein, a retrospective cohort study. World J Gastrointest Surg 2020; 12:520-533. [PMID: 33437403 PMCID: PMC7769743 DOI: 10.4240/wjgs.v12.i12.520] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 11/03/2020] [Accepted: 11/13/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND There is increasing interest in transplanting patients with hepatocellular carcinoma (HCC) with tumors greater than 5 cm (Milan criteria).
AIM To investigate possible prognostically-useful factors for liver transplantation in HCC patients with large tumors.
METHODS In this clinical study, 50 patients with HCC who were transplanted at our Liver Transplant Center between April 2006 and August 2019 and had tumors greater than 6 cm maximum diameter were retrospectively analyzed. Their survival and full clinical characteristics were examined, with respect to serum alpha-fetoprotein (AFP) and gamma glutamyl transpeptidase (GGT) levels. Kaplan-Meier survival estimates were used to determine overall survival and disease-free survival in these patients. The inclusion criterion was evidence of HCC. Exclusion criteria were the presence of macroscopic portal vein thrombosis or metastasis and a follow-up period of less than 90 d.
RESULTS Using receiver operating characteristic curve (ROC) analysis, cutoff values of AFP 200 ng/mL and GGT 104 IU/L were identified and used in this study. Significantly longer overall survival (OS) and disease-free-survival (DFS) were found in patients who had lower values of either parameter, compared with higher values. Even greater differences in survival were found when the 2 parameters were combined. Two tumor size bands were identified, in searching for the limits of this approach with larger tumors, namely 6-10 cm and > 10 cm. Combination parameters in the 6-10 cm band reflected 5-year OS of 76.2% in patients with low AFP plus low GGT vs 0% for all other groups. Patients with tumors greater than 10 cm, did not have low AFP plus low GGT. The most consistent clinical correlates for longer survival were degree of tumor differentiation and absence of microscopic portal venous invasion.
CONCLUSION Serum levels of AFP and GGT, both alone and combined, represent a simple prognostic identifier in patients with large HCCs undergoing liver transplant-ation.
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Affiliation(s)
- Volkan Ince
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Brian I Carr
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Harika Gozukara Bag
- Department of Biostatistics, Inonu University, School of Medicine, Malatya 44280, Turkey
| | - Veysel Ersan
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Sertac Usta
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Cemalettin Koc
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Fatih Gonultas
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Baris Kemal Sarici
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Serdar Karakas
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Koray Kutluturk
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Adil Baskiran
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
| | - Sezai Yilmaz
- Department of General Surgery, Inonu University, Liver Transplantation Institute, Malatya 44280, Turkey
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20
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Leeming DJ, Nielsen SH, Vongsuvanh R, Uchila P, Nielsen MJ, Reese-Petersen AL, van der Poorten D, Eslam M, Schuppan D, Karsdal MA, George J. Endotrophin, a pro-peptide of Type VI collagen, is a biomarker of survival in cirrhotic patients with hepatocellular carcinoma. Hepat Oncol 2020; 8:HEP32. [PMID: 34084451 PMCID: PMC8162185 DOI: 10.2217/hep-2020-0030] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 11/09/2020] [Indexed: 02/08/2023] Open
Abstract
AIM Type VI collagen, is emerging as a signaling collagen originating from different types of fibroblasts. A specific fragment of Type VI collagen, the pro-peptide, is also known as the hormone endotrophin. We hypothesized that this fibroblast hormone would be of particular relevance in cancer types with a high amount of fibrosis activity, namely for outcome in hepatocellular carcinoma (HCC) cirrhotic patients. PATIENTS & METHODS Plasma C6M, PRO-C6 and alphafeto-protein (AFP) were assessed in 309 patients with mixed etiologies (hepatitis C, hepatitis B, alcohol and nonalcoholic fatty liver) diagnosed as cirrhotics, cirrhotics with HCC, noncirrhotics and healthy controls. Progression-free survival and overall survival (OS) data were collected up to 6120 days after diagnosis. The ability of each marker to predict survival was investigated. RESULTS & CONCLUSION The level of endotrophin assessed by PRO-C6 was able to separate healthy controls, noncirrhotics and cirrhotics from HCC (p < 0.05-0.0001). Both endotrophin and C6M provided value in the prediction of OS in cirrhotic patients with HCC. In the multivariate analysis for identifying HCC, in patients with high endotrophin (highest quartile) and that were positive for AFP (≥20 IU/ml), the hazard ratio for predicting OS was increased from 3.7 (p = 0.0006) to 14.4 (p = 0.0001) when comparing with AFP positive as a stand-alone marker. In conclusion, plasma levels for markers of Type VI collagen remodeling were associated with survival in cirrhotic patients with HCC. A combination of AFP with endotrophin improved the prognostic value compared with AFP alone for predicting OS in cirrhotic patients with HCC.
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Affiliation(s)
| | - Signe Holm Nielsen
- Nordic Bioscience, Fibrosis Biology & Biomarkers, Herlev, Denmark
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Roslyn Vongsuvanh
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital & University of Sydney, NSW, Australia
| | - Pruthviraj Uchila
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital & University of Sydney, NSW, Australia
| | | | | | - David van der Poorten
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital & University of Sydney, NSW, Australia
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital & University of Sydney, NSW, Australia
| | - Detlef Schuppan
- Institute of Translational Immunology & Research Center for Immune Therapy, University Medical Center, Johannes Gutenberg University, Mainz, Germany
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | | | - Jacob George
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital & University of Sydney, NSW, Australia
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21
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Jensen C, Holm Nielsen S, Eslam M, Genovese F, Nielsen MJ, Vongsuvanh R, Uchila R, van der Poorten D, George J, Karsdal MA, Leeming DJ, Willumsen N. Cross-Linked Multimeric Pro-Peptides of Type III Collagen (PC3X) in Hepatocellular Carcinoma - A Biomarker That Provides Additional Prognostic Value in AFP Positive Patients. J Hepatocell Carcinoma 2020; 7:301-313. [PMID: 33204663 PMCID: PMC7665576 DOI: 10.2147/jhc.s275008] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/15/2020] [Indexed: 12/19/2022] Open
Abstract
Purpose Non-invasive biomarkers for diagnosing and prognosing hepatocellular carcinoma (HCC) are urgently needed. Cirrhosis is present in 80–90% of HCC patients. Cirrhosis is characterized by deposition and cross-linking of collagens that have crucial roles in HCC initiation and progression. We evaluated circulating cross-linked pro-peptides of type III collagen (PC3X) as a diagnostic and prognostic biomarker for HCC. Patients and Methods PC3X was measured by ELISA in plasma from patients with HCC (n=79), cirrhosis (n=86), non-cirrhotic hepatitis-B infection (n=74) and from healthy controls (n=44). PC3X was compared to the liver fibrosis marker PRO-C3 and the HCC tumor-cell derived marker alpha-fetoprotein (AFP). Diagnostic and prognostic potential was evaluated by AUROC and by calculating hazard ratios (HR) for progression-free survival (PFS) and overall survival (OS). Results PC3X, PRO-C3 and AFP were significantly elevated in patients with HCC compared to other liver diseases and healthy controls (p=0.0002, p<0.0001). In patients with normal AFP (<20 IU/mL), PC3X and PRO-C3 separated HCC from cirrhosis with an AUROC of 0.72 and 0.68, respectively. High PC3X and AFP predicted for poor PFS (HRPC3X=1.80, p=0.032; HRAFP=1.70, p=0.031) and OS (HRPC3X=2.12, p=0.024; HRAFP=2.55; p=0.003), whereas PRO-C3 did not (PFS: HR=1.19, p=0.059 and OS: HR=1.12, p=0.324). PC3X was independent of AFP (PFS: HR=1.74, p=0.045 and OS: HR=2.21, p=0.018) and combining the two improved prognostic value (PFS: HR=2.66, p=0.004 and OS: HR=5.86, p<0.0001). Conclusion PC3X is associated with HCC independent of AFP and provides diagnostic and prognostic value for HCC patients. If validated, this suggests that PC3X has biomarker potential for HCC.
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Affiliation(s)
- Christina Jensen
- Biomarkers & Research, Nordic Bioscience, Herlev, Denmark.,Biotech Research & Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
| | - Signe Holm Nielsen
- Biomarkers & Research, Nordic Bioscience, Herlev, Denmark.,Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, NSW, Australia
| | | | | | - Roslyn Vongsuvanh
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, NSW, Australia
| | - Raj Uchila
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, NSW, Australia
| | - David van der Poorten
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, NSW, Australia
| | - Jacob George
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, NSW, Australia
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22
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Proteomic approaches to investigate gammaherpesvirus biology and associated tumorigenesis. Adv Virus Res 2020; 109:201-254. [PMID: 33934828 DOI: 10.1016/bs.aivir.2020.10.001] [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: 11/20/2022]
Abstract
The DNA viruses, Kaposi's sarcoma-associated herpesvirus (KSHV) and Epstein-Barr virus (EBV), are members of the gammaherpesvirus subfamily, a group of viruses whose infection is associated with multiple malignancies, including cancer. The primary host for these viruses is humans and, like all herpesviruses, infection with these pathogens is lifelong. Due to the persistence of gammaherpesvirus infection and the potential for cancer formation in infected individuals, there is a driving need to understand not only the biology of these viruses and how they remain undetected in host cells but also the mechanism(s) by which tumorigenesis occurs. One of the methods that has provided much insight into these processes is proteomics. Proteomics is the study of all the proteins that are encoded by a genome and allows for (i) identification of existing and novel proteins derived from a given genome, (ii) interrogation of protein-protein interactions within a system, and (iii) discovery of druggable targets for the treatment of malignancies. In this chapter, we explore how proteomics has contributed to our current understanding of gammaherpesvirus biology and their oncogenic processes, as well as the clinical applications of proteomics for the detection and treatment of gammaherpesvirus-associated cancers.
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23
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Ali OM, El Amin HA, Sharkawy YL, Mohamed Ali AA, Kholef EFM, Elsewify WAE. Golgi Protein 73 versus Alpha-Fetoprotein as a New Biomarker in Early Diagnosis of Hepatocellular Carcinoma. Int J Gen Med 2020; 13:193-200. [PMID: 32547160 PMCID: PMC7244238 DOI: 10.2147/ijgm.s253622] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 04/24/2020] [Indexed: 12/16/2022] Open
Abstract
Background Screening of early hepatocellular carcinoma (HCC) diagnosis is the greatest challenge for hepatologists. Alpha-fetoprotein (AFP) is the most common non-invasive biomarker used in HCC diagnosis. Objectives and Aims To make a comparison between the new biomarker Golgi protein 73 (GP73) versus the standard biomarker AFP in the diagnosis of HCC. Methods Our study was a case-control study, and 60 patients were included in the study. They were divided into two groups: 1) HCC patients with either chronic HBV or HCV infection (n=30); and 2) non-HCC patients with HBV or HCV infection who had either chronic hepatitis or liver cirrhosis (n=30). In addition, 30 healthy volunteers were included as a control group. Patients were subjected to liver function tests, kidney function tests, serum Golgi protein 73 and AFP levels. Imaging diagnosis of HCC was done by computed tomography (CT) or magnetic resonance imaging (MRI) based on American Association for the Study of Liver Diseases (AASLD) practice guidelines. Results Statistically significant differences between groups in terms of serum AFP (p<0.001) and GP73 (p<0.001) were found. Non-HCC patients (chronic hepatitis and liver cirrhosis) and HCC patients had significantly higher AFP and GP73 than the control group. In addition, patients with HCC had significantly higher AFP and GP73 than chronic hepatitis and cirrhotic patients. GP73 had higher diagnostic performance than AFP. At a cut-off value of ≥8.4 ng/mL, GP73 yielded a sensitivity of 86.7% and specificity of 89% for the discrimination between HCC and normal populations. Similarly, at a cut-off value of ≥8.45 ng/mL, GP73 yielded a sensitivity of 83.3% and specificity of 84% for the discrimination between HCC patients and non-HCC patients. On the other hand, AFP at a cut-off value of ≥2.4 ng/mL yielded a sensitivity of 75.4% and specificity of 90% for the discrimination between HCC and normal populations; and at a cut-off value of ≥20.85 ng/mL, AFP yielded a sensitivity of 72.2% and specificity of 86.2% for the discrimination between HCC and non-HCC patients. Conclusion Golgi protein 73 is a promising and accurate biomarker for early detection of HCC.
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Affiliation(s)
- Omaima Mohamed Ali
- Internal Medicine Department, Faculty of Medicine, Aswan University, Aswan, Egypt
| | | | | | - Adnan Ahmed Mohamed Ali
- Tropical Medicine and Gastroenterology Department, Faculty of Medicine, Assuit University, Assuit, Egypt
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24
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Ali L, Ghazzal A, Sallam T, Zaghlol R, Cuneo B. Crossing Boundaries: A Rare Case of Cardiac Dysfunction. Cureus 2020; 12:e7998. [PMID: 32523852 PMCID: PMC7274503 DOI: 10.7759/cureus.7998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Cardiac tumors are relatively rare. Secondary cardiac tumors are by far more common than primary cardiac tumors. Cardiac involvement may occur secondary to hematogenous metastases, direct invasion, or tumor growth into the venous system and extension into the right atrium. Patients can present with a spectrum of conditions, including embolization, obstruction of ventricular outflow tracts, direct invasion of myocardium causing impaired myocardial function, invasion of surrounding tissue, interference with valvular function causing valvular regurgitation, or constitutional non-specific signs and symptoms. Imaging modalities are essential for diagnosis. Management is mostly surgical, but can include other medical strategies as well. We present a case of a 65-year-old male with hepatocellular carcinoma with direct invasion to the heart through the venous system.
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Affiliation(s)
- Laith Ali
- Internal Medicine, MedStar Washington Hospital Center, Washington, DC, USA
| | - Amre Ghazzal
- Internal Medicine, MedStar Washington Hospital Center, Washington, DC, USA
| | - Tariq Sallam
- Internal Medicine, MedStar Washington Hospital Center, Washington, DC, USA
| | - Raja Zaghlol
- Internal Medicine, MedStar Washington Hospital Center, Washington, DC, USA
| | - Brian Cuneo
- Critical Care/Pulmonary Medicine, MedStar Washington Hospital Center, Washington, DC, USA
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25
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Ashokachakkaravarthy K, Pottakkat B. Mitotic quiescence in hepatic cancer stem cells: An incognito mode. Oncol Rev 2020; 14:452. [PMID: 32153726 PMCID: PMC7036709 DOI: 10.4081/oncol.2020.452] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 01/02/2020] [Indexed: 12/12/2022] Open
Abstract
Hepatocellular carcinoma represents one of the most aggressive cancers with high recurrence rates. The high recurrence is a major problem in the management of this disease. Cancer stem cells (CSCs) are often regarded as the basis of cancer recurrence. The anti-proliferative therapy kills the proliferating cells but induces mitotic quiescence in CSCs which remain as residual dormant CSCs. Later on, withdrawal of treatment reactivates the residual CSCs from dormancy to produce new cancer cells. The proliferation of these newly formed cancer cells initiates new tumor formation in the liver leading to tumor recurrence. HCC cells evade the immune surveillance via modulating the key immune cells by alpha feto-protein (AFP) secreted from CSCs or hepatic progenitor cells. This AFP mediated immune evasion assists in establishing new tumors by cancer cells in the liver. In this review, we will summarise the CSC mechanisms of recurrence, mitotic quiescence, dormancy and reactivation of CSCs, metastasis and immune evasion of hepatocellular carcinoma.
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Affiliation(s)
- Kandasamy Ashokachakkaravarthy
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Biju Pottakkat
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
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26
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Akbulut S, Sahin TT. Comment on experience with LDLT in patients with hepatocellular carcinoma and portal vein tumor thrombosis postdownstaging. Int J Surg Case Rep 2020; 74:36-37. [PMID: 32777765 PMCID: PMC7417667 DOI: 10.1016/j.ijscr.2020.07.057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Revised: 07/18/2020] [Accepted: 07/19/2020] [Indexed: 02/07/2023] Open
Key Words
- ldlt, living donor liver transplantation
- ds, downstaging
- hcc, hepatocellular carcinoma
- pvtt, portal vein tumor thrombus
- lt, liver transplantation
- mdct, multidetector computerized tomography
- mri, magnetic resonance imaging
- afp, alfa-feto protein
- lld, living liver donors
- grwr, graft to recipient weight ratio
- meld, model for end stage liver disease
- bmi, body mass index
- hbv, hepatitis b virus
- hcv, hepatitis c virus
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Affiliation(s)
- Sami Akbulut
- Department of Surgery and Liver Transplant Institute, Inonu University, Faculty of Medicine, 244280, Malatya, Turkey.
| | - Tevfik Tolga Sahin
- Department of Surgery and Liver Transplant Institute, Inonu University, Faculty of Medicine, 244280, Malatya, Turkey
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27
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Sadik NA, Ahmed NR, Mohamed MF, Ashoush OA. Serum Vascular Endothelial Growth Factor in Patients with Hepatocellular Carcinoma and its Validity as a Tumor Biomarker. ACTA ACUST UNITED AC 2019. [DOI: 10.2174/1875318301909010084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Background:
Hepatocellular Carcinoma (HCC) is one of the most common cancers associated with deaths worldwide and the presence of valid biomarkers for early diagnosis in high-risk patients can ameliorate the outcome of HCC. Vascular Endothelial Growth Factor (VEGF) has been found to play an essential role in the process of HCC growth and progression.
Objectives:
Therefore, we evaluated the serum VEGF levels in patients with HCC and liver cirrhosis and estimated its significant value for differentiating HCC patients from liver cirrhosis patients.
Material and methods:
Eighty-one subjects were enrolled in the study, 30 patients had HCC, 31 patients had liver cirrhosis and 20 were healthy control subjects. VEGF and AFP were measured using ELIZA. Abdominal ultrasound and triphasic abdominal computed tomography were performed in all subjects. Receiver Operating Characteristics curve analysis was performed for serum VEGF to determine its validity as a tumor biomarker.
Results:
The median levels of the serum VEGF were highly expressed in the HCC group (418 pg/ml) and the liver cirrhosis group (308 pg/ml) with no significant difference (P = 0.767); however both groups showed a significant increase compared to the control group (0.8 pg/ml, P <0.000). Serum VEGF showed high sensitivity (100%) and high specificity (100%) in differentiating HCC patients from controls with a cut-off value of ≥ 64.2 pg/ml, although it showed low sensitivity (29.2%) and specificity (85.7%) for differentiating HCC patients from liver cirrhosis patients.
Conclusion:
VEGF can be used as a reliable biomarker for differentiating HCC patients from healthy subjects but it can't be used as a reliable biomarker for differentiating HCC patients from high-risk patients as liver cirrhosis. The elevated serum VEGF levels in HCC and liver cirrhosis patients can elucidate the crucial role of angiogenesis in HCC and liver cirrhosis.
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28
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Gupta P, Dhawan S, Mangla V, Mehrotra S, Lalwani S, Mehta NN, Nundy S. Successful Resection in a Case of Hepatocellular Carcinoma Masquerading as Hilar Cholangiocarcinoma: A Case Report. J Clin Transl Hepatol 2018; 6:442-446. [PMID: 30637224 PMCID: PMC6328729 DOI: 10.14218/jcth.2018.00038] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 07/27/2018] [Accepted: 08/13/2018] [Indexed: 01/05/2023] Open
Abstract
Obstructive jaundice in the setting of a hilar mass raises strong suspicion of a cholangiocarcinoma, with diagnosis usually made on imaging. Jaundice, when present in patients with hepatocellular carcinoma, is mostly related to underlying liver disease (i.e. cirrhosis) and only rarely to diffuse tumor infiltration of liver parenchyma or hilar invasion. We report here the good outcome of a 67 year-old patient who presented with obstructive jaundice, underwent surgery and was given a diagnosis of hepatocellular carcinoma, which was made only at histopathological examination of resected specimen.
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Affiliation(s)
- Prakriti Gupta
- Department of Pathology, Sir Ganga Ram Hospital, New Delhi, India
| | - Shashi Dhawan
- Department of Pathology, Sir Ganga Ram Hospital, New Delhi, India
| | - Vivek Mangla
- Department of Surgical Gastroenterology and Liver Transplantation, Sir Ganga Ram Hospital, New Delhi, India
- *Correspondence to: Vivek Mangla, Department of Surgical Gastroenterology and Liver Transplantation, Sir Ganga Ram Hospital, Room No. 2222, 2nd Floor, SSRB, Old Rajender Nagar, New Delhi 110060, India. Tel: +91-9868352888, Fax: +91-11-25861002, E-mail:
| | - Siddharth Mehrotra
- Department of Surgical Gastroenterology and Liver Transplantation, Sir Ganga Ram Hospital, New Delhi, India
| | - Shailendra Lalwani
- Department of Surgical Gastroenterology and Liver Transplantation, Sir Ganga Ram Hospital, New Delhi, India
| | - Naimish N Mehta
- Department of Surgical Gastroenterology and Liver Transplantation, Sir Ganga Ram Hospital, New Delhi, India
| | - Samiran Nundy
- Department of Surgical Gastroenterology and Liver Transplantation, Sir Ganga Ram Hospital, New Delhi, India
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