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Dasari BV, Kamarajah SK, Hodson J, Pawlik TM, Vauthey JN, Ma YT, Punia P, Coldham C, Abradelo M, Roberts KJ, Marudanayagam R, Sutcliffe RP, Muiesan P, Mirza DF, Isaac J. Development and validation of a risk score to predict the overall survival following surgical resection of hepatocellular carcinoma in non-cirrhotic liver. HPB (Oxford) 2020; 22:383-390. [PMID: 31416786 DOI: 10.1016/j.hpb.2019.07.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 06/08/2019] [Accepted: 07/19/2019] [Indexed: 01/27/2023]
Abstract
BACKGROUND The aim of this study was to develop and validate a risk score to predict overall survival (OS) in patients undergoing surgical resection for hepatocellular carcinoma in non-cirrhotic liver (NC-HCC). METHODS Patients who underwent resection for NC-HCC between 2004 and 2013 were identified from the SEER database. A derivation set of 75% of this cohort was used to develop a risk score. This was then internally validated on the remaining patients, and externally validated using a cohort of patients from The HPB Unit, Birmingham, UK. RESULTS A total of 3897 patients were included from the SEER database, with a median post-diagnosis survival of 59 months. In the derivation set, multivariable analyses identified male sex, increasing tumour size, the presence of multiple tumours, bilobar tumours and major vascular invasion as adverse prognostic factors. A risk score generated from these factors was significantly predictive of OS, and was used to classify patients into low, medium and high-risk groups. These groups had a five-year OS of 69%, 51% and 19% in the internal, and 73%, 50% and 45% in the external validation sets. CONCLUSION The proposed risk score is useful in the selection, pre-operative consenting and counselling of patients for surgery and to allow patients to make an informed decision regarding treatment.
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Affiliation(s)
- Bobby Vm Dasari
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom.
| | - Sivesh K Kamarajah
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - James Hodson
- Institute of Translational Medicine, Queen Elizabeth Hospital, Birmingham, B15 2TH, United Kingdom
| | - Timothy M Pawlik
- Wexner Medical Centre, The Ohio State University, Birmingham, B15 2TH, United Kingdom
| | - Jean-Nicholas Vauthey
- Department of Surgical Oncology, M.D. Anderson Medical Centre, Birmingham, B15 2TH, United Kingdom
| | - Yuk T Ma
- Department of Oncology, Queen Elizabeth Hospital, Birmingham, B15 2TH, United Kingdom
| | - Pankaj Punia
- Department of Oncology, Queen Elizabeth Hospital, Birmingham, B15 2TH, United Kingdom
| | - Chris Coldham
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - Manuel Abradelo
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - Keith J Roberts
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - Ravi Marudanayagam
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - Robert P Sutcliffe
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - Paolo Muiesan
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - Darius F Mirza
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
| | - John Isaac
- Department of Hepatobiliary and Pancreatic Surgery, Queen Elizabeth Hospital, Birmingham, B15 2WB, United Kingdom
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Su TH, Liao SH, Hong CM, Liu CJ, Tseng TC, Liu CH, Yang HC, Chen PJ, Chen DS, Chen CL, Adhoute X, Bourlière M, Kao JH. NIACE score refines the overall survival of hepatocellular carcinoma by Barcelona clinic liver cancer staging. J Gastroenterol Hepatol 2019; 34:2179-2186. [PMID: 31062879 DOI: 10.1111/jgh.14705] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 04/20/2019] [Accepted: 05/02/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND AIM The NIACE score provides prognostic values for hepatocellular carcinoma (HCC) in European studies. We aim to evaluate the prognostic value of the NIACE score in Asian patients. METHODS Patients with HCC were retrospectively enrolled from a tertiary medical center in Taiwan during 2009-2014, and their clinical information were collected. The NIACE score was calculated according to the Nodular numbers, tumor Infiltration, Alpha-fetoprotein level, Child-Pugh score, and Eastern Cooperative Oncology Group score. The prognostic values of NIACE score for overall survival according to individual treatment and the Barcelona clinic liver cancer (BCLC) staging were analyzed. RESULTS A total of 468 patients were included with a median follow-up of 30 months. A greater NIACE score correlated with lower median survival and higher BCLC staging. Regardless of treatment modalities, NIACE scores (0, 1-1.5, 2.5-3, and 4-7) significantly predicted survival between groups (log-rank P < 0.001). Specifically, NIACE score (0, 1-1.5, 2.5-3, and 4-7) significantly predicted survival in patients receiving transarterial chemoembolization (log-rank P < 0.001). NIACE score 1, 2.5, and 4 further distinguished overall survival in BCLC A, B, and C patients, respectively (all log-rank P < 0.01). After adjustment of the confounders and the BCLC staging, NIACE score of 2.5-3 and 4-7 (vs 0) had a significantly increased risk of mortality with a hazard ratio of 4.04 (95% confidence interval: 2.14-7.64, P < 0.001) and 7.45 (95% confidence interval: 3.22-17.23, P < 0.001), respectively. CONCLUSIONS The NIACE score helps refine differential prognosis among BCLC A, B, and C subgroups of Asian patients with HCC, especially in those receiving transarterial chemoembolization.
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Affiliation(s)
- Tung-Hung Su
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Sih-Han Liao
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- National Taiwan University Cancer Center, Taipei, Taiwan
| | - Chun-Ming Hong
- Division of Hospital Medicine, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chun-Jen Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Tai-Chung Tseng
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chen-Hua Liu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Hung-Chih Yang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Pei-Jer Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ding-Shinn Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chi-Ling Chen
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Xavier Adhoute
- Department of Hepato-Gastroenterology, Hôpital Saint Joseph, Marseille, France
| | - Marc Bourlière
- Department of Hepato-Gastroenterology, Hôpital Saint Joseph, Marseille, France
| | - Jia-Horng Kao
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
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Tannus RK, Almeida-Carvalho SR, Loureiro-Matos CA, Miziara-Gonzalez A, Salzedas-Netto AA, Szejnfeld D, D'Ippolito G, Pereira-Lanzoni V, Souza-Silva I. Evaluation of survival of patients with hepatocellular carcinoma: A comparative analysis of prognostic systems. PLoS One 2018; 13:e0194922. [PMID: 29617435 PMCID: PMC5884519 DOI: 10.1371/journal.pone.0194922] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Accepted: 03/13/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND AND AIM There are several prognostic systems that address different aspects of the patient and the tumour and can guide the management of patients with hepatocellular carcinoma (HCC). This study aimed to evaluate and compare the eight staging systems for a group of patients in a public service in Brazil. METHODS Patients with HCC were retrospectively analysed between 2000 and 2012. The prognostic systems Okuda, The Cancer of the Liver Italian Program (CLIP), the Chinese University Prognostic Index (CUPI), Groupe d'Etude et de Traitément du Carcinome Hepatocellulaire (GRETCH), the modified TNM-based Japan Integrated Score (JIS) combined with alpha-fetoprotein and Child-Turcotte-Pugh (CTP), the TNM system, and the Barcelona Clinic Liver Cancer Classification (BCLC) were applied to these patients and compared through model fit measurements, likelihood scores, and the Akaike Information Criterion (AIC). RESULTS A total of 247 patients were studied. The average survival time was 60 months. The TNM, Okuda, CLIP, GRETCH, modified JIS, and BCLC systems were well correlated with one another and individually important to the prediction of survival among the patients studied. However, in the statistical analysis, the CUPI delivered the best predictive performance (AIC = 566; log-likelihood = -281,240). CONCLUSION Although the CUPI system was demonstrated to be the most appropriate HCC staging system for the studied population, the choice of an ideal system is a controversial subject, and future studies with larger numbers of patients are necessary for the validation of the CUPI system as the method of choice for other populations.
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Affiliation(s)
- R. K. Tannus
- Department of Gastroenterology, Hepatology Unit, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
- * E-mail:
| | - S. R. Almeida-Carvalho
- Department of Gastroenterology, Hepatology Unit, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
| | - C. A. Loureiro-Matos
- Department of Gastroenterology, Hepatology Unit, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
| | - A. Miziara-Gonzalez
- Department of Surgery, Liver Transplant Unit, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
| | - A. A. Salzedas-Netto
- Department of Pediatric Surgery, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
| | - D. Szejnfeld
- Department of Diagnostic Radiology, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
| | - G. D'Ippolito
- Department of Diagnostic Radiology, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
| | - V. Pereira-Lanzoni
- Department of Diagnostic Pathology, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
| | - I. Souza-Silva
- Department of Gastroenterology, Hepatology Unit, Federal University of Sao Paulo (Unifesp), Sao Paulo, SP, Brazil
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Lim C, Compagnon P, Sebagh M, Salloum C, Calderaro J, Luciani A, Pascal G, Laurent A, Levesque E, Maggi U, Feray C, Cherqui D, Castaing D, Azoulay D. Hepatectomy for hepatocellular carcinoma larger than 10 cm: preoperative risk stratification to prevent futile surgery. HPB (Oxford) 2015; 17:611-23. [PMID: 25980326 PMCID: PMC4474509 DOI: 10.1111/hpb.12416] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 03/14/2015] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Appropriate patient selection is important to achieving good outcomes and obviating futile surgery in patients with huge (≥10 cm) hepatocellular carcinoma (HCC). The aim of this study was to identify independent predictors of futile outcomes, defined as death within 3 months of surgery or within 1 year from early recurrence following hepatectomy for huge HCC. METHODS The outcomes of 149 patients with huge HCCs who underwent resection during 1995-2012 were analysed. Multivariate logistic regression analysis was performed to identify preoperative independent predictors of futility. RESULTS Independent predictors of 3-month mortality (18.1%) were: total bilirubin level >34 μmol/l [P = 0.0443; odds ratio (OR) 16.470]; platelet count of <150 000 cells/ml (P = 0.0098; OR 5.039), and the presence of portal vein tumour thrombosis (P = 0.0041; OR 5.138). The last of these was the sole independent predictor of 1-year recurrence-related mortality (17.2%). Rates of recurrence-related mortality at 3 months and 1 year were, respectively, 6.3% and 7.1% in patients with Barcelona Clinic Liver Cancer (BCLC) stage A disease, 12.5% and 14% in patients with BCLC stage B disease, and 37.8% (P = 0.0002) and 75% (P = 0.0002) in patients with BCLC stage C disease. CONCLUSIONS According to the present data, among patients submitted to hepatectomy for huge HCC, those with a high bilirubin level, low platelet count and portal vein thrombosis are at higher risk for futile surgery. The presence of portal vein tumour thrombosis should be regarded as a relative contraindication to surgery.
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Affiliation(s)
- Chetana Lim
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 965, Institut National de la Santé et de la Recherché Médicale (Inserm) (National Institute for Health and Medical Research)Paris, France
| | - Philippe Compagnon
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 955, InsermCréteil, France
| | - Mylène Sebagh
- Centre Hépato-Biliaire (Hepatobiliary Centre), AP-HP Hôpital Paul BrousseVillejuif, France
| | - Chady Salloum
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France
| | - Julien Calderaro
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 955, InsermCréteil, France
| | - Alain Luciani
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 955, InsermCréteil, France
| | - Gérard Pascal
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France
| | - Alexis Laurent
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 955, InsermCréteil, France
| | - Eric Levesque
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 955, InsermCréteil, France
| | - Umberto Maggi
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Hepatobiliary Surgery and Liver Transplant Unit, Ospedale Maggiore Policlinico MilanoMilano, Italy
| | - Cyrille Feray
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 955, InsermCréteil, France
| | - Daniel Cherqui
- Centre Hépato-Biliaire (Hepatobiliary Centre), AP-HP Hôpital Paul BrousseVillejuif, France
| | - Denis Castaing
- Centre Hépato-Biliaire (Hepatobiliary Centre), AP-HP Hôpital Paul BrousseVillejuif, France
| | - Daniel Azoulay
- Service de Chirurgie Hépato-Bilio-Pancréatique et Transplantation Hépatique (Department of Hepatopancreatobiliary Surgery and Liver Transplantation), Assistance Publique–Hôpitaux de Paris (AP-HP) Hôpital Henri MondorCréteil, France,Unité 955, InsermCréteil, France
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5
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Memon K, Kulik LM, Lewandowski RJ, Wang E, Wang J, Ryu RK, Hickey R, Vouche M, Baker T, Ganger D, Gates VL, Habib A, Mulcahy MF, Salem R. Comparative study of staging systems for hepatocellular carcinoma in 428 patients treated with radioembolization. J Vasc Interv Radiol 2014; 25:1056-66. [PMID: 24613269 PMCID: PMC5097871 DOI: 10.1016/j.jvir.2014.01.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2013] [Revised: 12/30/2013] [Accepted: 01/11/2014] [Indexed: 12/12/2022] Open
Abstract
PURPOSE To compare the utility of different staging systems and analyze independent predictors of survival in patients with hepatocellular carcinoma (HCC) treated with yttrium-90 ((90)Y) radioembolization. MATERIALS AND METHODS During the period 2004-2011, 428 patients with HCC were treated with (90)Y radioembolization. All patients were staged prospectively by the following staging systems: Child-Turcotte-Pugh (CTP), United Network for Organ Sharing, Barcelona Clinic Liver Cancer (BCLC), Okuda classification, Cancer of the Liver Italian Program (CLIP), Groupe d'Etude et de Traitement du Carcinome Hepatocellulaire, Chinese University Prognostic Index, and Japan Integrated Staging. The ability of the staging systems to predict survival was assessed. The staging systems were compared using Cox proportional hazards regression model, linear regression, Akaike information criterion (AIC), and concordance index (C-index). Univariate and multivariate analyses were employed to assess independent predictors of survival. RESULTS When tested independently, all staging systems exhibited significant ability to discriminate early (long survival) from advanced (worse survival) disease. CLIP provided the most accurate information in predicting survival outcomes (AIC = 2,993, C-index = 0.8503); CTP was least informative (AIC = 3,074, C-index = 0.6445). Independent predictors of survival included Eastern Cooperative Oncology Group performance status grade 0 (hazard ration [HR], 0.56; confidence interval [CI], 0.34-0.93), noninfiltrative tumors (HR, 0.62; CI, 0.44-0.89), absence of portal venous thrombosis (HR, 0.60; CI, 0.40-0.89), absence of ascites (HR, 0.56; CI, 0.40-0.76), albumin ≥ 2.8 g/dL (HR, 0.72; CI, 0.55-0.94), alkaline phosphatase ≤ 200 U/L (HR, 0.68; CI, 0.50-0.92), and α-fetoprotein ≤ 200 ng/mL (HR, 0.67; CI, 0.51-0.86). CONCLUSIONS CLIP was most accurate in predicting survival in patients with HCC. Given that not all patients receive the recommended BCLC treatment strategy, this information is relevant for clinical trial design and predicting long-term outcomes after (90)Y radioembolization.
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Affiliation(s)
- Khairuddin Memon
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Laura M Kulik
- Department of Medicine, Division of Hematology, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Robert J Lewandowski
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Edward Wang
- Department of Surgery, Division of Transplantation, Comprehensive Transplant Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Jonathan Wang
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Robert K Ryu
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Ryan Hickey
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Michael Vouche
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Talia Baker
- Department of Surgery, Division of Transplantation, Comprehensive Transplant Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Daniel Ganger
- Department of Medicine, Division of Hematology, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Vanessa L Gates
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Ali Habib
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Mary F Mulcahy
- Department of Medicine, Division of Hematology and Oncology, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611
| | - Riad Salem
- Department of Radiology, Section of Interventional Radiology, Robert H. Lurie Comprehensive Cancer Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611; Department of Medicine, Division of Hematology and Oncology, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611; Department of Surgery, Division of Transplantation, Comprehensive Transplant Center, Northwestern University, 676 N. St. Clair, Suite 800, Chicago, IL 60611.
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6
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Zhu WW, Guo JJ, Guo L, Jia HL, Zhu M, Zhang JB, Loffredo CA, Forgues M, Huang H, Xing XJ, Ren N, Dong QZ, Zhou HJ, Ren ZG, Zhao NQ, Wang XW, Tang ZY, Qin LX, Ye QH. Evaluation of midkine as a diagnostic serum biomarker in hepatocellular carcinoma. Clin Cancer Res 2013; 19:3944-3954. [PMID: 23719264 PMCID: PMC6314491 DOI: 10.1158/1078-0432.ccr-12-3363] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
PURPOSE To evaluate the value of serum midkine (MDK) as a diagnostic biomarker in hepatocellular carcinoma, particularly for those with negative alpha-fetoprotein (AFP) and at an early stage. EXPERIMENTAL DESIGN MDK expression in tumors was assessed by immunohistochemistry from 105 patients with hepatocellular carcinomas or liver cirrhosis. Serum MDK levels were detected by ELISA in 933 participants including hepatocellular carcinomas and hospital controls from different medical centers. Sensitivities and specificities of serum MDK in diagnosing hepatocellular carcinoma according to AFP level and Barcelona Clinic Liver Cancer (BCLC) stage were analyzed. RESULTS MDK levels were significantly elevated in hepatocellular carcinoma tissues as well as serum samples. The sensitivity of serum MDK for hepatocellular carcinoma diagnosis was much higher than that of AFP (86.9% vs. 51.9%) with similar specificities (83.9% vs. 86.3%). Notably, serum MDK had an outstanding performance in distinguishing AFP-negative hepatocellular carcinomas from different controls: In those AFP-negative hepatocellular carcinomas, the sensitivity could reach as high as 89.2%. Moreover, receiver operating characteristic (ROC) curve analysis also showed that serum MDK had a better performance compared with AFP in distinguishing early-stage hepatocellular carcinomas as well as small hepatocellular carcinomas. Even in very early-stage hepatocellular carcinomas, MDK showed an obviously higher sensitivity compared with AFP (80% vs. 40%). Furthermore, serum MDK level was significantly decreased in patients with hepatocellular carcinomas after curative resection and re-elevated when tumor relapse occurred. CONCLUSIONS Serum MDK is significantly elevated in most hepatocellular carcinomas, including those with negative AFP and at an early stage, which may serve as a novel diagnostic marker in early diagnosis and postoperative monitoring of hepatocellular carcinomas.
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Affiliation(s)
- Wen-Wei Zhu
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Jia-Jian Guo
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Lei Guo
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Hu-Liang Jia
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Ming Zhu
- Department of Biostatistics, School of Public Health, Fudan University
| | - Ju-Bo Zhang
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | | | - Marshonna Forgues
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Hua Huang
- Department of Abdominal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Xu-Jian Xing
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Ning Ren
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Qiong-Zhu Dong
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Hai-Jun Zhou
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Zheng-Gang Ren
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Nai-Qing Zhao
- Department of Biostatistics, School of Public Health, Fudan University
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Zhao-You Tang
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Lun-Xiu Qin
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
| | - Qing-Hai Ye
- Liver Cancer Institute and Zhongshan Hospital, Institutes of Biomedical Science
- Key Laboratory of Carcinogenesis and Cancer Invasion (Fudan University), Ministry of Education
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