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Costa F, Wiedenmann B, Roderburg C, Mohr R, Abou‐Alfa GK. Systemic treatment in patients with Child-Pugh B liver dysfunction and advanced hepatocellular carcinoma. Cancer Med 2023; 12:13978-13990. [PMID: 37162288 PMCID: PMC10358256 DOI: 10.1002/cam4.6033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/27/2023] [Accepted: 04/23/2023] [Indexed: 05/11/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a major cause of death among patients with liver cirrhosis. The rise of immuno-oncology has revolutionized treatment for advanced HCC. However, most pivotal randomized controlled trials have excluded patients with moderate liver dysfunction (Child-Pugh-Turcotte B), despite the high incidence of liver disease in patients with HCC at the time of diagnosis. Overall survival in patients with HCC and moderate liver dysfunction treated with sorafenib has been found to be only approximately 3-5 months, underlining the need for improved treatment algorithms for this increasingly important subgroup of patients. In this review, we summarize available data on the treatment of patients with HCC and moderate liver dysfunction. Opportunities, as well as clinical challenges, are discussed in detail, highlighting potential changes to the therapeutic landscape.
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Affiliation(s)
| | - Bertram Wiedenmann
- Department of Hepatology and GastroenterologyCharité University HospitalBerlinGermany
| | - Christoph Roderburg
- Clinic for Gastroenterology, Hepatology and Infectious DiseasesUniversity Hospital DüsseldorfDüsseldorfGermany
| | - Raphael Mohr
- Department of Hepatology and GastroenterologyCharité University HospitalBerlinGermany
| | - Ghassan K. Abou‐Alfa
- Memorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
- Weill Medical School at Cornell UniversityNew YorkNew YorkUSA
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Zhang H, Du X, Dong H, Xu W, Zhou P, Liu S, Qing X, Zhang Y, Yang M, Zhang Y. Risk factors and predictive nomograms for early death of patients with advanced hepatocellular carcinoma: a large retrospective study based on the SEER database. BMC Gastroenterol 2022; 22:348. [PMID: 35854221 PMCID: PMC9297630 DOI: 10.1186/s12876-022-02424-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 07/12/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a kind of tumor with high invasiveness, and patients with advanced HCC have a higher risk of early death. The aim of the present study was to identify the risk factors of early death in patients with advanced HCC and establish predictive nomograms. METHODS Death that occurred within 3 months of initial diagnosis is defined as early death. Patients diagnosed with stage IV HCC between 2010 and 2015 were collected from the Surveillance, Epidemiology, and End Results database for model establishment and verification. Univariable and multivariable logistic regression analyses were used to identify the risk factors. Predictive nomograms were constructed and an internal validation was performed. Decision curve analysis (DCA) was used to verify the true clinical application value of the models. RESULTS Of 6603 patients (57% age > 60, 81% male, 70% white, 46% married), 21% and 79% had stage IVA and IVB, respectively. On the multivariable analyses, risk factors for early deaths in patients with stage IVA were age, tumor size, histological grade, alpha-fetoprotein (AFP), fibrosis score, tumor stage (T stage), surgery, radiotherapy, and chemotherapy, and that in stage IVB were age, histological grade, AFP, T stage, node stage (N stage), bone metastasis, lung metastasis, surgery, radiotherapy, and chemotherapy. The areas under the curves (AUCs) were 0.830 (95% CI 0.809-0.851) and 0.789 (95% CI 0.768-0.810) in stage IVA and IVB, respectively. Nomograms comprising risk factors with the concordance indexes (C-indexes) were 0.820 (95% CI 0.799-0.841) in stage IVA and 0.785 (95% CI 0.764-0.0.806) in stage IVB for internal validation (Bootstrapping, 1000re-samplings). The calibration plots of the nomograms show that the predicted early death was consistent with the actual value. The results of the DCA analysis show that the nomograms had a good clinical application. CONCLUSION The nomograms can be beneficial for clinicians in identifying the risk factors for early death of patients with advanced HCC and predicting the probability of early death, so as to allow for individualized treatment plans to be accurately selected.
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Affiliation(s)
- Haidong Zhang
- Medical School, Southeast University, Nanjing, China
| | - Xuanlong Du
- Medical School, Southeast University, Nanjing, China
| | - Hui Dong
- Medical School, Southeast University, Nanjing, China
| | - Wenjing Xu
- Medical School, Southeast University, Nanjing, China
| | | | - Shiwei Liu
- Medical School, Southeast University, Nanjing, China
| | - Xin Qing
- Medical School, Southeast University, Nanjing, China
| | - Yu Zhang
- Medical School, Southeast University, Nanjing, China
| | - Meng Yang
- Department of Ultrasound, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Yewei Zhang
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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Demirtas CO, Ricco G, Ozdogan OC, Baltacioglu F, Ones T, Yumuk PF, Dulundu E, Uzun S, Colombatto P, Oliveri F, Brunetto MR, Gunduz F. Proposal and Validation of a Novel Scoring System for Hepatocellular Carcinomas Beyond Curability Borders. Hepatol Commun 2022; 6:633-645. [PMID: 34751001 PMCID: PMC8870011 DOI: 10.1002/hep4.1836] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 08/12/2021] [Accepted: 08/30/2021] [Indexed: 01/21/2023] Open
Abstract
Optimal scoring system for clinical prognostic factors in patients with unresectable hepatocellular carcinoma (HCC) is currently uncertain. We aimed to develop and externally validate an easy to use tool, particularly for this population, and named it the "unresectable hepatocellular carcinoma prognostic index" (UHPI). We evaluated the data of patients with treatment-naive unresectable HCC who were diagnosed in the training center from 2010 to 2019 (n = 209). A simple prognostic model was developed by assigning points for each covariate in proportion to the beta coefficients in the Cox multivariable model. Predictive performance and distinction ability of the UHPI were further evaluated in an independent European validation cohort (n = 147) and compared with 11 other available models. A simple scoring system was derived, assigning 0.5/1/2 scores for six independent covariates including, the Child-Pugh score, Eastern Cooperative Oncology Group performance status, maximum tumor size, vascular invasion or extrahepatic metastasis, lymph node involvement, and alpha-fetoprotein. The UHPI score, ranging from 0 to 6, showed superior performance in prognosis prediction and outperformed 11 other staging or prognostic models, giving the highest homogeneity (c-index, 6-month and 1-year area under the receiver operator characteristic curves), lowest Akaike information criterion, and -2 log-likelihood ratio values. The UHPI score allocated well the risk of patients with unresectable HCC for mortality within the first year, using two cut-off values (low-risk, <0.5; intermediate-risk, 0.5-2; high-risk, >2). Conclusion: The UHPI score can predict prognosis better than other systems in subjects with unresectable HCC and can be used in clinical practice or trials to estimate the 6-month and 1-year survival probabilities for this group.
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Affiliation(s)
- Coskun Ozer Demirtas
- Division of Gastroenterology and HepatologyMarmara University School of MedicineIstanbulTurkey
| | - Gabrielle Ricco
- Hepatology UnitPisa University HospitalPisaItaly.,Biostructure and Bio-imaging Institute of National Research Council of ItalyNaplesItaly
| | - Osman Cavit Ozdogan
- Division of Gastroenterology and HepatologyMarmara University School of MedicineIstanbulTurkey
| | - Feyyaz Baltacioglu
- Department of RadiologyMarmara University School of MedicineIstanbulTurkey
| | - Tunc Ones
- Department of Nuclear MedicineMarmara University School of MedicineIstanbulTurkey
| | - Perran Fulden Yumuk
- Division of Medical OncologyMarmara University School of MedicineIstanbulTurkey
| | - Ender Dulundu
- Department of General SurgeryMarmara University School of MedicineIstanbulTurkey
| | - Sinan Uzun
- Department of Medical BiostatisticsMarmara University School of MedicineIstanbulTurkey
| | | | | | - Maurizia Rosanna Brunetto
- Hepatology UnitPisa University HospitalPisaItaly.,Biostructure and Bio-imaging Institute of National Research Council of ItalyNaplesItaly.,Department of Clinical and Experimental MedicinePisa UniversityPisaItaly
| | - Feyza Gunduz
- Division of Gastroenterology and HepatologyMarmara University School of MedicineIstanbulTurkey
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Marasco G, Poggioli F, Colecchia A, Cabibbo G, Pelizzaro F, Giannini EG, Marinelli S, Rapaccini GL, Caturelli E, Di Marco M, Biasini E, Marra F, Morisco F, Foschi FG, Zoli M, Gasbarrini A, Svegliati Baroni G, Masotto A, Sacco R, Raimondo G, Azzaroli F, Mega A, Vidili G, Brunetto MR, Nardone G, Alemanni LV, Dajti E, Ravaioli F, Festi D, Trevisani F, on behalf of the Italian Liver Cancer (ITA.LI.CA.) Group. A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study. Cancers (Basel) 2021; 13:2677. [PMID: 34072309 PMCID: PMC8199276 DOI: 10.3390/cancers13112677] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/17/2021] [Accepted: 05/26/2021] [Indexed: 12/14/2022] Open
Abstract
Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. Patients in the ITA.LI.CA database treated with Sorafenib and updated on 30 June 2019 were included. Demographic and clinical data before starting Sorafenib treatment were considered. For the evaluation of predictive factors for OS, a time-dependent Cox proportional hazard model was used. A total of 1107 patients were included in our analysis. The mean age was 64.3 years and 81.7% were male. Most patients were staged as BCLC B (205, 18.9%) or C (706, 65.1%). The median time of Sorafenib administration was 4 months (interquartile range (IQR) 2-12), and the median OS was 10 months (IQR: 4-20). A total of 263 patients (33.8%) out of 780 with available evaluation experienced objective tumoral response to Sorafenib. The Eastern Cooperative Oncology Group (ECOG) Performance Status (PS) (hazard ratio (HR) 1.284), maximum tumoral diameter (HR 1.100), plasma total bilirubin (HR 1.119), aspartate amino transferase assessed as multiple of the upper normal value (HR 1.032), alpha-fetoprotein ≥200 ng/mL (HR 1.342), hemoglobin (HR 0.903) and platelet count (HR 1.002) were associated with OS at multivariate Cox regression analysis. Drug response was predicted by maximum tumoral diameter and platelet count. A novel prognostic nomogram for patients undergoing Sorafenib is hereby proposed. The novelty introduced is the comprehensive patient's assessment using common markers of patient's general status, liver damage and function and HCC biology. Further studies are required to test its accuracy and provide external validation.
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Affiliation(s)
- Giovanni Marasco
- Division of Internal Medicine and Digestive Pathophysiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Francesco Poggioli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Antonio Colecchia
- Gastroenterology Unit, Borgo Trento University Hospital Verona, 37126 Verona, Italy;
| | - Giuseppe Cabibbo
- Gastroenterology & Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, PROMISE, University of Palermo, 90133 Palermo, Italy;
| | - Filippo Pelizzaro
- Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University of Padua, 35124 Padua, Italy;
| | - Edoardo Giovanni Giannini
- Gastroenterology Unit, Department of Internal Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy;
| | - Sara Marinelli
- Division of Internal Medicine, Hepatobiliary and Immunoallergologic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Gian Ludovico Rapaccini
- Division of Internal Medicine and Gastroenterology, Complesso Integrato Columbus, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | | | | | - Elisabetta Biasini
- Unit of Infectious Diseases and Hepatology, Azienda Ospedaliero-Universitaria di Parma, 43126 Parma, Italy;
| | - Fabio Marra
- Internal Medicine and Hepatology Unit, Department of Experimental and Clinical Medicine, University of Firenze, 50139 Florence, Italy;
| | - Filomena Morisco
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Napoli “Federico II”, 80138 Napoli, Italy;
| | | | - Marco Zoli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Internal Medicine, Neurovascular and Hepatometabolic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Antonio Gasbarrini
- Division of Internal Medicine and Gastroenterology, Policlinico Gemelli, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | | | - Alberto Masotto
- Gastroenterology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, 37024 Verona, Italy;
| | - Rodolfo Sacco
- Gastroenterology and Digestive Endoscopy Unit, Foggia University Hospital, 71100 Foggia, Italy;
| | - Giovanni Raimondo
- Division of Clinical and Molecular Hepatology, University of Messina, 98124 Messina, Italy;
| | - Francesco Azzaroli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Andrea Mega
- Division of Gastroenterology, Bolzano Regional Hospital, 39100 Bolzano, Italy;
| | - Gianpaolo Vidili
- U.O.C. Clinica Medica, Department of Medical, Surgical and Experimental Sciences, University of Sassari, Azienda Ospedaliero-Universitaria di Sassari, 07100 Sassari, Italy;
| | - Maurizia Rossana Brunetto
- Hepatology and Liver Physiopathology Laboratory and Internal Medicine, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy;
| | - Gerardo Nardone
- Hepato-Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80138 Naples, Italy;
| | - Luigina Vanessa Alemanni
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Elton Dajti
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Gastroenterology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Federico Ravaioli
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Davide Festi
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
| | - Franco Trevisani
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy; (F.P.); (M.Z.); (F.A.); (L.V.A.); (E.D.); (F.R.); (D.F.); (F.T.)
- Division of Semeiotics, Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy
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The development of early ascites is associated with shorter overall survival in patients with hepatocellular carcinoma treated with drug-eluting embolic chemoembolization. BMC Gastroenterol 2020; 20:166. [PMID: 32487071 PMCID: PMC7268728 DOI: 10.1186/s12876-020-01307-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 05/18/2020] [Indexed: 02/07/2023] Open
Abstract
Background A single-centre cohort study was performed to identify the independent factors associated with the overall survival (OS) of hepatocellular carcinoma (HCC) patients treated with transarterial chemoembolization with drug-eluting beads (DEB-TACE). Methods A total of 216 HCC patients who underwent DEB-TACE from October 2008 to October 2015 at a tertiary hospital were consecutively recruited. The analysis of prognostic factors associated with overall survival after DEB-TACE, stressing the role of post-TACE events, was performed. Results The objective response (OR) rate (Modified Response Evaluation Criteria in Solid Tumors (mRECIST) criteria) to the first DEB-TACE (DEB-TACE-1) was 70.3%; the median OS from DEB-TACE-1 was 27 months (95% confidence interval (CI), 24–30). In the multivariate analysis, tumor size, AFP < 100 ng/mL and serum alkaline phosphatase were independent factors for survival following DEB-TACE-1. The most important clinical event associated with poor survival was the development of early ascites after DEB-TACE-1 (median OS, 17 months), which was closely related to the history of ascites, albumin and hemoglobin but not to tumour load or to response to therapy. Conclusions Early ascites post-DEB-TACE is associated with the survival of patients despite adequate liver function and the use of a supra-selective technical approach. History of ascites, albumin and hemoglobin are major determinants of the development of early ascites post-DEB-TACE.
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Abou-Alfa GK, Jarnagin W, El Dika I, D'Angelica M, Lowery M, Brown K, Ludwig E, Kemeny N, Covey A, Crane CH, Harding J, Shia J, O'Reilly EM. Liver and Bile Duct Cancer. ABELOFF'S CLINICAL ONCOLOGY 2020:1314-1341.e11. [DOI: 10.1016/b978-0-323-47674-4.00077-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Samawi HH, Sim HW, Chan KK, Alghamdi MA, Lee-Ying RM, Knox JJ, Gill P, Romagnino A, Batuyong E, Ko YJ, Davies JM, Lim HJ, Cheung WY, Tam VC. Prognosis of patients with hepatocellular carcinoma treated with sorafenib: a comparison of five models in a large Canadian database. Cancer Med 2018; 7:2816-2825. [PMID: 29766659 PMCID: PMC6051235 DOI: 10.1002/cam4.1493] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 03/09/2018] [Accepted: 03/20/2018] [Indexed: 02/06/2023] Open
Abstract
Several systems (tumor-node-metastasis [TNM], Barcelona Clinic Liver Cancer [BCLC], Okuda, Cancer of the Liver Italian Program [CLIP], and albumin-bilirubin grade [ALBI]) were developed to estimate the prognosis of patients with hepatocellular carcinoma (HCC) mostly prior to the prevalent use of sorafenib. We aimed to compare the prognostic and discriminatory power of these models in predicting survival for HCC patients treated with sorafenib and to identify independent prognostic factors for survival in this population. Patients who received sorafenib for the treatment of HCC between 1 January 2008 and 30 June 2015 in the provinces of British Columbia and Alberta, and two large cancer centers in Toronto, Ontario, were included. Survival was assessed using the Kaplan-Meier method. Multivariate Cox regression was used to identify predictors of survival. The models were compared with respect to homogeneity, discriminatory ability, monotonicity of gradients, time-dependent area under the curve, and Akaike information criterion. A total of 681 patients were included. 80% were males, 86% had Child-Pugh class A, and 37% of patients were East Asians. The most common etiology for liver disease was hepatitis B (34%) and C (31%). In all model comparisons, CLIP performed better while BCLC and TNM7 performed less favorably but the differences were small. The utility of each system in allocating patients into different prognostic groups varied, for example, TNM poorly differentiated patients in advanced stages (8.7 months (m) (95% CI 6.5-11.5) versus 8.4 m (95% CI 7.0-9.6) for stages III and IV, respectively) while ALBI had excellent discrimination of early grades (15.6 m [95% CI 13.0-18.4] versus 8.3 m [95% CI 7.0-9.2] for grades 1 and 2, respectively). On multivariate analysis, hepatitis C, alcoholism, and prior hepatic resection were independently prognostic of better survival (P < 0.01). In conclusion, none of the prognostic systems was optimal in predicting survival in sorafenib-treated patients with HCC. Etiology of liver disease should be considered in future models and clinical trial designs.
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Affiliation(s)
- Haider H Samawi
- British Columbia Cancer Agency, Vancouver, British Columbia, Canada
| | - Hao-Wen Sim
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Kelvin K Chan
- Sunnybrook Odette Cancer Centre, Toronto, Ontario, Canada
| | | | | | | | - Parneet Gill
- British Columbia Cancer Agency, Vancouver, British Columbia, Canada
| | | | | | - Yoo-Joung Ko
- Sunnybrook Odette Cancer Centre, Toronto, Ontario, Canada
| | - Janine M Davies
- British Columbia Cancer Agency, Vancouver, British Columbia, Canada
| | - Howard J Lim
- British Columbia Cancer Agency, Vancouver, British Columbia, Canada
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Sternby Eilard M, Hagström H, Mortensen KE, Wilsgaard T, Vagnildhaug OM, Dajani O, Stål P, Rizell M. Quality of life as a prognostic factor for survival in hepatocellular carcinoma. Liver Int 2018; 38:885-894. [PMID: 28941130 DOI: 10.1111/liv.13593] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Accepted: 09/16/2017] [Indexed: 12/15/2022]
Abstract
BACKGROUND & AIMS Prognostication in hepatocellular carcinoma (HCC) is demanding. Not only tumour extent and performance status are to be considered, but also liver function, which is often limiting for both survival itself and for treatment possibilities. This study was conducted to assess whether patient-reported questionnaires containing general and liver-specific questions could improve prognostication of survival. METHODS 185 patients with hepatocellular carcinoma in Norway and Sweden were prospectively included. Patients completed the quality-of-life questionnaires EORTC QLQ C30 and HCC18, and clinical, radiological and laboratory parameters were registered. Multivariate Cox regression and Harrell's C-statistics were used to identify the model that best predicted mortality. RESULTS Quality-of-life data were prognostic for overall survival. Fatigue and nutrition scales were prognostic in the multivariable analyses alone and in combination with clinical parameters. The prognostic value of established scoring systems was increased by the addition of QoL data. The best prognostic power was achieved by combining HCC18 nutrition scale with selected background parameters. CONCLUSION Quality-of-life questionnaires can prognosticate mortality in HCC patients. When combined with established scoring systems, both the general cancer questionnaire EORTC QLQ C30, and the additional liver cancer-specific HCC18 increased the prognostic accuracy slightly.
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Affiliation(s)
- Malin Sternby Eilard
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Hannes Hagström
- Unit of Hepatology, Department of Medicine, Center for Digestive Diseases, Karolinska Institute, Karolinska University Hospital, Huddinge, Stockholm, Sweden
| | | | - Tom Wilsgaard
- Department of Community Medicine, The Arctic University of Norway, Tromsø, Norway
| | | | - Olav Dajani
- Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Per Stål
- Unit of Hepatology, Department of Medicine, Center for Digestive Diseases, Karolinska Institute, Karolinska University Hospital, Huddinge, Stockholm, Sweden
| | - Magnus Rizell
- Department of Surgery, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Choi WM, Yu SJ, Ahn H, Cho H, Cho YY, Lee M, Yoo JJ, Cho Y, Lee DH, Cho EJ, Lee JH, Kim YJ, Yoon JH. A model to estimate survival in ambulatory patients with hepatocellular carcinoma: Can it predict the natural course of hepatocellular carcinoma? Dig Liver Dis 2017; 49:1273-1279. [PMID: 28807489 DOI: 10.1016/j.dld.2017.07.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 06/27/2017] [Accepted: 07/20/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND Several hepatocellular carcinoma (HCC) staging systems are available including the newly developed staging system, the Model to Estimate Survival in Ambulatory HCC patients (MESIAH); however, whether these staging systems could predict the natural course of HCC is largely unknown. METHODS 1013 patients with history of HCC treatment and 111 patients without any history of treatment till death or last follow-up at a single tertiary hospital were included. RESULTS The MESIAH score showed a better discrimination ability, with a C-statistic of 0.835 [95% confidence interval (CI), 0.810-0.861] in the group of treated patients compared to the Barcelona Clinic Liver Cancer (BCLC) staging system [0.739 (95% CI, 0.709-0.769)] before propensity score matching. However, the MESIAH score failed to stratify patients according to their risk of death in the group of untreated patients unlike the BCLC staging system. Propensity score matching analysis confirmed that the MESIAH score was most strongly influenced by whether treatment was given or not. CONCLUSIONS Although the MESIAH score provided better prognostic stratification than other staging systems in treated HCC patients, it was not helpful in predicting the natural course of HCC. Since the treatment affects patient outcome and prognosis, it is necessary to develop a new staging system that can also reflect the natural course of HCC.
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Affiliation(s)
- Won-Mook Choi
- Lab of Liver Research, Graduate School of Medical Science and Engineering, KAIST, Daejeon, Republic of Korea; Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Su Jong Yu
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea.
| | - Hongkeun Ahn
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hyeki Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Young Youn Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Minjong Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Internal Medicine, Kangwon National University Hospital, Chuncheon, Republic of Korea
| | - Jeong-Ju Yoo
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Gastroenterology and Hepatology, Soonchunhyang University Bucheon Hospital, Bucheon, Republic of Korea
| | - Yuri Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Internal Medicine, CHA Gangnam Medical Center, CHA University, Seoul, Republic of Korea
| | - Dong Hyeon Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Internal Medicine, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Eun Ju Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jeong-Hoon Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yoon Jun Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jung-Hwan Yoon
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
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NIACE score for hepatocellular carcinoma patients treated by surgery or transarterial chemoembolization. Eur J Gastroenterol Hepatol 2017; 29:706-715. [PMID: 28195873 DOI: 10.1097/meg.0000000000000852] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
BACKGROUND AND AIMS Hepatocellular carcinoma (HCC) prognostic scores could be useful in addition to the Barcelona Clinic Liver Cancer (BCLC) system to clarify patient prognosis and guide treatment decision. The NIACE (tumor Nodularity, Infiltrative nature of the tumor, serum Alpha-fetoprotein level, Child-Pugh stage, ECOG performance status) score distinguishes different prognosis groups among BCLC A, B, and C HCC patients. Our aims are to evaluate the NIACE score and its additive value in two HCC cohorts treated either by surgery or by chemoembolization, and then according to the BCLC recommendations. PATIENTS AND METHODS This was a retrospective multicenter study with two BCLC A, B, and C HCC cohorts treated either by surgery (n=207) or by chemoembolization (n=168) carried out between 2008 and 2013. We studied survival time according to the baseline NIACE score and compared it with the Cancer of the Liver Italian Program score and the BCLC system. RESULTS The NIACE score differentiates between subgroups of patients with different prognosis within each BCLC class. Among BCLC A patients treated by surgery and BCLC B patients treated by chemoembolization, the NIACE score differentiates between two subgroups with a significant difference in survival time: 68 (55-81) months versus 35 (21-56) months (P=0.0004) and 20 (17-24) months versus 13 (7-17) months (P=0.0008), respectively. Among those subgroups, the NIACE score has a significantly better prognostic value than the BCLC system or the Cancer of the Liver Italian Program score. CONCLUSION In this study, among HCC patients treated according to the BCLC recommendations, the NIACE score predicts more accurately than any other system the survival time.
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Adhoute X, Pénaranda G, Raoul JL, Edeline J, Blanc JF, Pol B, Campanile M, Perrier H, Bayle O, Monnet O, Beaurain P, Muller C, Castellani P, Le Treut YP, Bronowicki JP, Bourlière M. Barcelona clinic liver cancer nomogram and others staging/scoring systems in a French hepatocellular carcinoma cohort. World J Gastroenterol 2017; 23:2545-2555. [PMID: 28465639 PMCID: PMC5394518 DOI: 10.3748/wjg.v23.i14.2545] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Revised: 02/27/2017] [Accepted: 03/21/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To compare the performances of the Barcelona clinic liver cancer (BCLC) nomogram and others systems (BCLC, HKLC, CLIP, NIACE) for survival prediction in a large hepatocellular carcinoma (HCC) French cohort.
METHODS Data were collected retrospectively from 01/2007 to 12/2013 in five French centers. Newly diagnosed HCC patients were analyzed. The discriminatory ability, homogeneity ability, prognostic stratification ability Akaike information criterion (AIC) and C-index were compared among scoring systems.
RESULTS The cohort included 1102 patients, mostly men, median age 68 [60-74] years with cirrhosis (81%), child-Pugh A (73%), alcohol-related (41%), HCV-related (27%). HCC were multinodular (59%) and vascular invasion was present in 41% of cases. At time of HCC diagnosis BCLC stages were A (17%), B (16%), C (60%) and D (7%). First line HCC treatment was curative in 23.5%, palliative in 59.5%, BSC in 17% of our population. Median OS was 10.8 mo [4.9-28.0]. Each system distinguished different survival prognosis groups (P < 0.0001). The nomogram had the highest discriminatory ability, the highest C-index value. NIACE score had the lowest AIC value. The nomogram distinguished sixteen different prognosis groups. By classifying unifocal large HCC into tumor burden 1, the nomogram was less powerful.
CONCLUSION In this French cohort, the BCLC nomogram and the NIACE score provided the best prognostic information, but the NIACE could even help treatment strategies.
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Xu X, Chen J, Wang F, Ni Q, Naimat U, Chen Z. Recurrence of Hepatocellular Carcinoma After Laparoscopic Hepatectomy: Risk Factors and Treatment Strategies. J Laparoendosc Adv Surg Tech A 2017; 27:676-684. [PMID: 28326886 DOI: 10.1089/lap.2016.0541] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
PURPOSE To investigate the risk factors for recurrence and treatment strategies after patients with hepatocellular carcinoma (HCC) undergo total laparoscopic hepatectomy (LH). METHODS The study included 109 patients who underwent LH (laparoscopy resection [LR] group, n = 50) or open hepatectomy [OH] (open resection [OR] group, n = 59) for HCC in our hospital between March 2011 and June 2016. Perioperative outcomes, disease recurrence, survival, and risk factors for recurrence were analyzed. RESULTS Patient characteristics did not significantly differ between groups. The 1- and 3-year survival rates were 90.7% and 78.1%, respectively, for the LR group and 83.1% and 74.4%, respectively, for the OR group (P = .71). The 1- and 3-year disease-free survival rates were 89.6% and 51.4%, respectively, for the LR group and 84.7% and 59.6%, respectively, for the OR group (P = .935). Tumor size, differentiation, vascular invasion, surgical bleeding, and surgical resection margin were risk factors for tumor recurrence after LH. CONCLUSION LH for HCC did not increase the risk of recurrence compared with OH. Tumor size, differentiation, vascular invasion, surgical bleeding, and surgical resection margin were risk factors for tumor recurrence. Reducing bleeding during surgery and ensuring sufficient surgical margins were the most important measures to reduce postoperative recurrence of HCC.
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Affiliation(s)
- Xiaodong Xu
- 1 Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong University, Research Institute of Hepatobiliary Surgery of Nantong University , Nantong, P.R. China
| | - Jiahui Chen
- 2 Department of Cardiology, Zhongshan Hospital, Fudan University , Shanghai, P.R. China
| | - Feiran Wang
- 1 Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong University, Research Institute of Hepatobiliary Surgery of Nantong University , Nantong, P.R. China
| | - Qinggan Ni
- 1 Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong University, Research Institute of Hepatobiliary Surgery of Nantong University , Nantong, P.R. China
| | - Ullah Naimat
- 1 Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong University, Research Institute of Hepatobiliary Surgery of Nantong University , Nantong, P.R. China
| | - Zhong Chen
- 1 Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong University, Research Institute of Hepatobiliary Surgery of Nantong University , Nantong, P.R. China
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Shao YY, Liu TH, Lee YH, Hsu CH, Cheng AL. Modified CLIP with objective liver reserve assessment retains prognosis prediction for patients with advanced hepatocellular carcinoma. J Gastroenterol Hepatol 2016; 31:1336-41. [PMID: 26860846 DOI: 10.1111/jgh.13312] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Revised: 01/04/2016] [Accepted: 02/03/2016] [Indexed: 12/09/2022]
Abstract
BACKGROUND AND AIM The Cancer of the Liver Italian Program (CLIP) score is a commonly used staging system for hepatocellular carcinoma (HCC) helpful with predicting prognosis of advanced HCC. CLIP uses the Child-Turcotte-Pugh (CTP) score to evaluate liver reserve. A new scoring system, the albumin-bilirubin (ALBI) grade, has been proposed as they objectively evaluate liver reserve. We examined whether the modification of CLIP with ALBI retained its prognosis prediction for patients with advanced HCC. METHODS We included patients who received first-line antiangiogenic therapy for advanced HCC. Liver reserve was assessed using CTP and ALBI scores, which were then incorporated into CLIP and ALBI-CLIP, respectively. To assess their efficacies of prognostic prediction, the Cox's proportional hazard model and concordance indexes were used. RESULTS A total of 142 patients were included; 137 of them were classified CTP A and 5 patients CTP B. Patients could be divided into four or five groups with different prognosis according to CLIP and ALBI-CLIP, respectively. Higher R(2) (0.249 vs 0.216) and lower Akaike information criterion (995.0 vs 1001.1) were observed for ALBI-CLIP than for CLIP in the Cox's model predicting overall survival. ALBI-CLIP remained an independent predictor for overall survival when CLIP and ALBI-CLIP were simultaneously incorporated in Cox's models allowing variable selection with adjustment for hepatitis etiology, treatment, and performance status. The concordance index was also higher for ALBI-CLIP than for CLIP (0.724 vs 0.703). CONCLUSIONS Modification of CLIP scoring with ALBI, which objectively assesses liver reserve, retains and might have improved prognosis prediction for advanced HCC.
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Affiliation(s)
- Yu-Yun Shao
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan.,National Taiwan University Cancer Center, College of Medicine, National Taiwan University, Taipei City, Taiwan.,Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
| | - Tsung-Hao Liu
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
| | - Ying-Hui Lee
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
| | - Chih-Hung Hsu
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan.,Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan
| | - Ann-Lii Cheng
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei City, Taiwan.,National Taiwan University Cancer Center, College of Medicine, National Taiwan University, Taipei City, Taiwan.,Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan.,Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei City, Taiwan
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Adhoute X, Penaranda G, Raoul JL, Le Treut P, Bollon E, Hardwigsen J, Castellani P, Perrier H, Bourlière M. Usefulness of staging systems and prognostic scores for hepatocellular carcinoma treatments. World J Hepatol 2016; 8:703-715. [PMID: 27330679 PMCID: PMC4911504 DOI: 10.4254/wjh.v8.i17.703] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Accepted: 05/27/2016] [Indexed: 02/06/2023] Open
Abstract
Therapeutic management of hepatocellular carcinoma (HCC) is quite complex owing to the underlying cirrhosis and portal vein hypertension. Different scores or classification systems based on liver function and tumoral stages have been published in the recent years. If none of them is currently “universally” recognized, the Barcelona Clinic Liver Cancer (BCLC) staging system has become the reference classification system in Western countries. Based on a robust treatment algorithm associated with stage stratification, it relies on a high level of evidence. However, BCLC stage B and C HCC include a broad spectrum of tumors but are only matched with a single therapeutic option. Some experts have thus suggested to extend the indications for surgery or for transarterial chemoembolization. In clinical practice, many patients are already treated beyond the scope of recommendations. Additional alternative prognostic scores that could be applied to any therapeutic modality have been recently proposed. They could represent complementary tools to the BCLC staging system and improve the stratification of HCC patients enrolled in clinical trials, as illustrated by the NIACE score. Prospective studies are needed to compare these scores and refine their role in the decision making process.
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15
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Cao J, Yuan P, Ma H, Ye P, Wang Y, Yuan X, Bao F, Lv W, Hu J. Log Odds of Positive Lymph Nodes Predicts Survival in Patients After Resection for Esophageal Cancer. Ann Thorac Surg 2016; 102:424-32. [PMID: 27180928 DOI: 10.1016/j.athoracsur.2016.03.030] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 03/07/2016] [Accepted: 03/08/2016] [Indexed: 01/12/2023]
Abstract
BACKGROUND The number of lymph node metastases (LNMs) and the positive lymph node ratio (LNR) have been shown to be significant independent prognostic factors in predicting overall survival in patients with esophageal cancer. Our aim was to evaluate whether a novel prognostic indicator-the log odds of positive lymph nodes (LODDS)-predicts survival in esophageal cancer. METHODS Patients who underwent esophagectomy for esophageal cancer between 1988 and 2007 were identified from the Surveillance, Epidemiology, and End Results (SEER) database of 18 registries, and a Chinese patient cohort was subjected to validation. The prognostic efficacy of LNM, LNR, and LODDS was compared. Prognostic performance was measured using Harrell's C-index statistic, Schemper's proportion of explained variation, and the Akaike information criterion (AIC). RESULTS A total of 4,123 patients in the SEER database and 134 patients in the Chinese cohort met our criteria in this study. LODDS gave a better prognostic performance than either LNM or LNR in both the SEER database and the Chinese cohort. Multivariate analyses showed significant values for LNM, LNR, and LODDS as prognostic factors (p < 0.001). However, only LODDS was a significant prognostic factor regardless of the number of lymph nodes retrieved (p = 0.677). Furthermore, after stratification of patients with no nodes involved or all nodes involved, the values of LODDS still distinguished the heterogeneity efficiently. CONCLUSIONS LODDS predicts survival more accurately than either LNM or LNR in patients undergoing resection for esophageal cancer, especially for patients with an insufficient number of lymph nodes retrieved.
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Affiliation(s)
- Jinlin Cao
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Ping Yuan
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Honghai Ma
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Peng Ye
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yiqing Wang
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiaoshuai Yuan
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Feichao Bao
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Wang Lv
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Jian Hu
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.
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Prognosis of advanced hepatocellular carcinoma: a new stratification of Barcelona Clinic Liver Cancer stage C: results from a French multicenter study. Eur J Gastroenterol Hepatol 2016; 28:433-40. [PMID: 26695429 DOI: 10.1097/meg.0000000000000558] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Advanced hepatocellular carcinoma (HCC) includes a wide spectrum of tumors and patients' prognosis after treatment is highly variable. Moreover, therapeutic options based on the Barcelona Clinic Liver Cancer (BCLC) staging system algorithm are restricted to one systemic therapy. AIM OF THE STUDY To refine the stratification among BCLC C HCC patients by establishing a new simple prognostic score. PATIENTS AND METHODS A regression model based on a BCLC stage C population and validated with an external cohort of BCLC C HCC patients defined the score. It was therefore validated among three external cohorts of BCLC C HCC patients treated with sorafenib. RESULTS Five variables had independent prognostic values: the number of nodules, the infiltrating nature of the HCC, α-fetoprotein serum level, Child-Pugh score, and Eastern Cooperative Oncology Group Performance Status grade. They were integrated into a new score named NIACE ranging from 0 to 7, well correlated with survival. With the use of one threshold value, this score enables defining of two populations with different survivals among BCLC C patients and specifically among those treated with sorafenib. CONCLUSION The NIACE score defines different prognostic subgroups after palliative treatment of HCC. It could be an additional tool for BCLC C HCC before inclusion in clinical trials or for the management of patients. These results must be validated in a prospective study.
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Endo M, Nishikawa H, Kita R, Kimura T, Ohara Y, Sakamoto A, Saito S, Nishijima N, Nasu A, Komekado H, Osaki Y. Comparison of five staging systems in hepatocellular carcinoma treated with sorafenib: A single-center experience. Mol Clin Oncol 2016; 4:515-522. [PMID: 27073653 DOI: 10.3892/mco.2016.755] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Accepted: 10/09/2015] [Indexed: 12/21/2022] Open
Abstract
To the best of our knowledge, none of the prognostic staging systems for hepatocellular carcinoma (HCC) patients who underwent sorafenib therapy is universally adopted or preferred. In the present study, we aimed to compare prognostic ability among five prognostic systems, including the Japan Integrated Staging (JIS) system, the Barcelona Clinic Liver Cancer classification system, the tumor-node-metastasis classification system, the Cancer of the Liver Italian Program scoring system and the Chinese University Prognostic Index (CUPI) scoring system for HCC patients who received sorafenib therapy. A total of 143 HCC patients treated with sorafenib were analysed. We compared prognostic ability among the five prognostic systems using the likelihood ratio (LR) χ2 test, linear trend χ2 test and concordance index (c-index). Our cohort included 114 men and 29 women. The median patient age was 71 years (range, 45-89 years). A total of 102 patients were classified as Child-Pugh A and 41 as Child-Pugh B, whereas 31 patients (21.7%) had portal vein invasion and 63 (44.1%) extrahepatic metastases. The median survival time was 6.9 months. In the LR χ2 test, the CUPI scoring system had the highest value (35.804), followed by the JIS system (17.469). In the linear trend χ2 test, the CUPI scoring system had the highest value (17.523), followed by the JIS system (15.819). In addition, the JIS system had the highest value in the 6-month c-index (0.659) as well as in the 1-year c-index (0.674). However, the CUPI classification system had the lowest value in the 1-year c-index (0.590). In conclusion, the JIS system may be an appropriate staging system for HCC patients undergoing sorafenib therapy.
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Affiliation(s)
- Masatsugu Endo
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Hiroki Nishikawa
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Ryuichi Kita
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Toru Kimura
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Yoshiaki Ohara
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Azusa Sakamoto
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Sumio Saito
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Norihiro Nishijima
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Akihiro Nasu
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Hideyuki Komekado
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
| | - Yukio Osaki
- Department of Gastroenterology and Hepatology, Osaka Red Cross Hospital, Osaka, Osaka 543-0027, Japan
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Jinks RC, Royston P, Parmar MKB. Discrimination-based sample size calculations for multivariable prognostic models for time-to-event data. BMC Med Res Methodol 2015; 15:82. [PMID: 26459415 PMCID: PMC4603804 DOI: 10.1186/s12874-015-0078-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Accepted: 10/02/2015] [Indexed: 12/12/2022] Open
Abstract
Background Prognostic studies of time-to-event data, where researchers aim to develop or validate multivariable prognostic models in order to predict survival, are commonly seen in the medical literature; however, most are performed retrospectively and few consider sample size prior to analysis. Events per variable rules are sometimes cited, but these are based on bias and coverage of confidence intervals for model terms, which are not of primary interest when developing a model to predict outcome. In this paper we aim to develop sample size recommendations for multivariable models of time-to-event data, based on their prognostic ability. Methods We derive formulae for determining the sample size required for multivariable prognostic models in time-to-event data, based on a measure of discrimination, D, developed by Royston and Sauerbrei. These formulae fall into two categories: either based on the significance of the value of D in a new study compared to a previous estimate, or based on the precision of the estimate of D in a new study in terms of confidence interval width. Using simulation we show that they give the desired power and type I error and are not affected by random censoring. Additionally, we conduct a literature review to collate published values of D in different disease areas. Results We illustrate our methods using parameters from a published prognostic study in liver cancer. The resulting sample sizes can be large, and we suggest controlling study size by expressing the desired accuracy in the new study as a relative value as well as an absolute value. To improve usability we use the values of D obtained from the literature review to develop an equation to approximately convert the commonly reported Harrell’s c-index to D. A flow chart is provided to aid decision making when using these methods. Conclusion We have developed a suite of sample size calculations based on the prognostic ability of a survival model, rather than the magnitude or significance of model coefficients. We have taken care to develop the practical utility of the calculations and give recommendations for their use in contemporary clinical research.
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Affiliation(s)
- Rachel C Jinks
- MRC Clinical Trials Unit at UCL, Aviation House, 125 Kingsway, London, WC2B 6NH, UK.
| | - Patrick Royston
- MRC Clinical Trials Unit at UCL, Aviation House, 125 Kingsway, London, WC2B 6NH, UK.
| | - Mahesh K B Parmar
- MRC Clinical Trials Unit at UCL, Aviation House, 125 Kingsway, London, WC2B 6NH, UK.
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Zhao JJ, Yan T, Zhao H, Zhou JG, Huang Z, Zhang YF, Li Y, Li ZY, Bi XY, Cai JQ. Evaluation of eight different clinical staging systems associated with overall survival of chinese patients with hepatocellular carcinoma. Chin Med J (Engl) 2015; 128:316-21. [PMID: 25635426 PMCID: PMC4837861 DOI: 10.4103/0366-6999.150095] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background: Hepatocellular carcinoma (HCC) is a common cancer in China, an area of high hepatitis B virus (HBV) infection. Although several staging systems are available, there is no consensus on the best classification to use because multiple factors, such as etiology, clinical treatment and populations could affect the survival of HCC patients. Methods: This study analyzed 743 HBV-related Chinese HCC patients who received surgery first and evaluated the predictive values of eight different commonly used staging systems in the clinic. Results: The overall 1-, 3-, 5-year survival rates and a median survival were 91.5%, 70.3%, 55.3% and 72 months respectively. Barcelona Clinic Liver Cancer (BCLC) staging systems had the best stratification ability and showed the lowest Akaike information criterion (AIC) values (2896.577), followed by tumor-node-metastasis 7th (TNM 7th) (AIC = 2899.980), TNM 6th (AIC = 2902.17), Japan integrated staging score (AIC = 2918.085), Tokyo (AIC = 2938.822), Cancer of the Liver Italian Program score (AIC = 2941.950), Chinese University Prognostic Index grade (AIC = 2962.027), and Okuda (AIC = 2979.389). Conclusions: BCLC staging system is a better staging model for HBV infection patients with HCC in Chinese population among the eight currently used staging systems. These identifications afford a large group of Chinese HCC patients with HBV infection and could be helpful to design a new staging system for a certain population.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Jian-Qiang Cai
- Department of Abdominal Surgery, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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Zhou DS, Xu L, Luo YL, He FY, Huang JT, Zhang YJ, Chen MS. Inflammation scores predict survival for hepatitis B virus-related hepatocellular carcinoma patients after transarterial chemoembolization. World J Gastroenterol 2015; 21:5582-5590. [PMID: 25987783 PMCID: PMC4427682 DOI: 10.3748/wjg.v21.i18.5582] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2014] [Revised: 11/16/2014] [Accepted: 01/21/2015] [Indexed: 02/06/2023] Open
Abstract
AIM: To compare the prognostic ability of inflammation scores for patients with hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) undergoing transarterial chemoembolization (TACE).
METHODS: Data of 224 consecutive patients who underwent TACE for unresectable HBV-related HCC from September 2009 to November 2011 were retrieved from a prospective database. The association of inflammation scores with clinicopathologic variables and overall survival (OS) were analyzed, and receiver operating characteristic curves were generated, and the area under the curve (AUC) was calculated to evaluate the discriminatory ability of each inflammation score and staging system, including tumor-node-metastasis, Barcelona Clinic Liver Cancer, and Cancer of the Liver Italian Program (CLIP) scores.
RESULTS: The median follow-up period was 390 d, the one-, two-, and three-year OS were 38.4%, 18.3%, and 11.1%, respectively, and the median OS was 390 d. The Glasgow Prognostic Score (GPS), modifed GPS, neutrophil-lymphocyte ratio, and Prognostic Index were associated with OS. The GPS consistently had a higher AUC value at 6 mo (0.702), 12 mo (0.676), and 24 mo (0.687) in comparison with other inflammation scores. CLIP consistently had a higher AUC value at 6 mo (0.656), 12 mo (0.711), and 24 mo (0.721) in comparison with tumor-node-metastasis and Barcelona Clinic Liver Cancer staging systems. Multivariate analysis revealed that alanine aminotransferase, GPS, and CLIP were independent prognostic factors for OS. The combination of GPS and CLIP (AUC = 0.777) was superior to CLIP or GPS alone in prognostic ability for OS.
CONCLUSION: The prognostic ability of GPS is superior to other inflammation scores for HCC patients undergoing TACE. Combining GPS and CLIP improved the prognostic power for OS.
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Gomaa AI, Al-Khatib A, Abdel-Razek W, Hashim MS, Waked I. Ascites and alpha-fetoprotein improve prognostic performance of Barcelona Clinic Liver Cancer staging. World J Gastroenterol 2015; 21:5654-5662. [PMID: 25987792 PMCID: PMC4427691 DOI: 10.3748/wjg.v21.i18.5654] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2014] [Revised: 12/31/2014] [Accepted: 01/16/2015] [Indexed: 02/06/2023] Open
Abstract
AIM: To assess how ascites and alpha-fetoprotein (AFP) added to the Barcelona Clinic Liver Cancer (BCLC) staging predict hepatocellular carcinoma survival.
METHODS: The presence of underlying cirrhosis, ascites and encephalopathy, Child-Turcotte-Pugh (CTP) score, the number of nodules, and the maximum diameter of the largest nodule were determined at diagnosis for 1060 patients with hepatocellular carcinoma at a tertiary referral center for liver disease in Egypt. Demographic information, etiology of liver disease, and biochemical data (including serum bilirubin, albumin, international normalized ratio, alanine and aspartate aminotransferases, and AFP) were evaluated. Staging of the tumor was determined at the time of diagnosis using the BCLC staging system; 496 patients were stage A and 564 patients were stage B. Patients with mild ascites on initial ultrasound, computed tomography, or clinical examination, and who had a CTP score ≤ 9 were included in this analysis. All patients received therapy according to the recommended treatment based on the BCLC stage, and were monitored from the time of diagnosis to the date of death or date of data collection. The effect of the presence of ascites and AFP level on survival was analyzed.
RESULTS: At the time the data were censored, 123/496 (24.8%) and 218/564 (38.6%) patients with BCLC stages A and B, respectively, had died. Overall mean survival of the BCLC A and B patients during a three-year follow-up period was 31 mo [95% confidence interval (95%CI): 29.7-32.3] and 22.7 mo (95%CI: 20.7-24.8), respectively. The presence of ascites, multiple focal lesions, large tumor size, AFP level and CTP score were independent predictors of survival for the included patients on multivariate analysis (P < 0.001). Among stage A patients, 18% had ascites, 33% had AFP ≥ 200 ng/mL, and 8% had both. Their median survival in the presence of ascites was shorter if AFP was ≥ 200 ng/mL (19 mo vs 24 mo), and in the absence of ascites, patients with AFP ≥ 200 ng/mL had a shorter survival (28 mo vs 39 mo). For stage B patients, survival for the corresponding groups was 12, 18, 19 and 22 mo. The one-, two-, and three-year survival rates for stage A patients without ascites and AFP < 200 ng/mL were 94%, 77%, and 71%, respectively, and for patients with ascites and AFP ≥ 200 ng/mL were 83%, 24%, and 22%, respectively (P < 0.001). Adding ascites and AFP ≥ 200 ng/mL improved the discriminatory ability for predicting prognosis (area under the curve, 0.618 vs 0.579 for BCLC, P < 0.001).
CONCLUSION: Adding AFP and ascites to the BCLC staging classification can improve prognosis prediction for early and intermediate stages of hepatocellular carcinoma.
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Proposal of the performance status combined Japan Integrated Staging system in hepatocellular carcinoma complicated with cirrhosis. Int J Oncol 2015; 46:2371-9. [PMID: 25891119 DOI: 10.3892/ijo.2015.2969] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Accepted: 03/30/2015] [Indexed: 11/05/2022] Open
Abstract
The present study examined the prognostic ability of our proposed performance status combined Japan Integrated Staging (PS-JIS) system in hepatocellular carcinoma (HCC) patients with liver cirrhosis (LC) comparing with other four prognostic systems including original JIS system, the Barcelona Clinic Liver Cancer classification system, TNM classification system and the Cancer of the Liver Italian Program (CLIP) scoring system. A total of 1,170 HCC patients complicated with LC were analysed. The disease was staged for all analysed patients by means of the five staging systems. The cumulative overall survival (OS) rate was calculated by Kaplan-Meier method and tested by log-rank test. We also examined prognostic factors associated with OS using univariate and multivariate analyses and compared the prognostic ability in each prognostic system using concordance index (c-index) at 1-, 3- and 5-year time-points. Overall significance in each prognostic system was P<0.001. In the multivariate analyses, tumor number, Child-Pugh classification, PS, initial treatment modality and several laboratory parameters were significant independent predictors linked to OS. For all cases, in each time-point, the c-index of PS-JIS system was the highest among five staging systems (0.847, 0.816 and 0.808, respectively), indicating that PS-JIS system has the best predictability among these staging systems. According to subgroup analyses stratified by initial treatment modality, in patients treated with surgical resection (n=205), CLIP scoring system had the highest c-index at every time-point, whereas in patients treated with percutaneous ablative therapies (n=632) at 3- and 5-year time-point and in those with transcatheter arterial therapies (n=281) at every time-point, the c-index of PS-JIS system was the highest. In conclusion, the proposed PS-JIS score can be a useful prognostic system for HCC patients complicated with liver cirrhosis.
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Lee JH, Kim HY, Kim YJ, Yoon JH, Chung JW, Lee HS. Barcelona Clinic Liver Cancer staging system and survival of untreated hepatocellular carcinoma in a hepatitis B virus endemic area. J Gastroenterol Hepatol 2015; 30:696-705. [PMID: 25250761 DOI: 10.1111/jgh.12788] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/13/2014] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIM A uniform staging system for hepatocellular carcinoma (HCC) is needed. In this study, the discrimination abilities of HCC staging systems (American Joint Committee on Cancer [AJCC], Barcelona Clinic Liver Cancer [BCLC], Cancer of the Liver Italian Program, and Okuda stage) were compared during the course of untreated HCC. METHODS We included consecutive 80 patients diagnosed with HCC, but were not treated for HCC, at a single medical center in Korea. In addition, 177 treated patients matched by prognostic factors were included to evaluate the survival gain owing to locoregional treatment. RESULTS The mean age of untreated patients was 58.7 years. During the observation period (median = 41.1 months), 72 patients died (median survival = 2.1 months; range = 1.6-33.7 months). Among various staging systems, the BCLC system had the best discrimination ability (linear trend χ2 = 16.35). Multivariate analysis indicated that the intrahepatic tumor classification (AJCC T classification) was an independent predictor of overall survival (OS) (P = 0.001). However, either node or metastasis classification failed to affect the OS significantly (both P > 0.05). Patients undergoing intrahepatic tumor control with locoregional therapy showed prolonged survival in those patients with nodal involvement (hazard ratio = 0.315; P = 0.004) and extrahepatic metastasis (hazard ratio = 0.658; P = 0.258), respectively, after adjustment for independent prognostic factors. Compared with untreated patients, BCLC stage A and B patients had > 1 year of survival gain but those with stage C and D did not, owing to locoregional therapy. CONCLUSION The BCLC system had the best discrimination among untreated HCC patients. However, re-evaluation of the clinical importance of nodal and metastasis classification might be required.
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Affiliation(s)
- Jeong-Hoon Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea; Liver Research Institute, Seoul National University College of Medicine, Seoul, Korea
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Kinoshita A, Onoda H, Fushiya N, Koike K, Nishino H, Tajiri H. Staging systems for hepatocellular carcinoma: Current status and future perspectives. World J Hepatol 2015; 7:406-424. [PMID: 25848467 PMCID: PMC4381166 DOI: 10.4254/wjh.v7.i3.406] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Revised: 11/08/2014] [Accepted: 12/10/2014] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a major health concern worldwide and the third cause of cancer-related death. Despite advances in treatment as well as careful surveillance programs, the mortality rates in most countries are very high. In contrast to other cancers, the prognosis and treatment of HCC depend on the tumor burden in addition to patient’s underlying liver disease and liver functional reserve. Moreover, there is considerable geographic and institutional variation in both risk factors attributable to the underlying liver diseases and the management of HCC. Therefore, although many staging and/or scoring systems have been proposed, there is currently no globally accepted system for HCC due to the extreme heterogeneity of the disease. The aim of this review is to focus on currently available staging systems as well as those newly reported in the literatures since 2012. Moreover, we describe problems with currently available staging systems and attempts to modify and/or add variables to existing staging systems.
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Chan SL, Johnson PJ, Mo F, Berhane S, Teng M, Chan AWH, Poon MC, Lai PBS, Yu S, Chan ATC, Yeo W. International validation of the Chinese university prognostic index for staging of hepatocellular carcinoma: a joint United Kingdom and Hong Kong study. CHINESE JOURNAL OF CANCER 2014; 33:481-491. [PMID: 25223914 PMCID: PMC4198751 DOI: 10.5732/cjc.014.10133] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2014] [Revised: 08/30/2014] [Accepted: 09/02/2014] [Indexed: 02/06/2023]
Abstract
The outcome of hepatocellular carcinoma (HCC) patients significantly differs between western and eastern population centers. Our group previously developed and validated the Chinese University Prognostic Index (CUPI) for the prognostication of HCC among the Asian HCC patient population. In the current study, we aimed to validate the CUPI using an international cohort of patients with HCC and to compare the CUPI to two widely used staging systems, the Barcelona Clinic Liver Cancer (BCLC) classification and the Cancer of the Liver Italian Program (CLIP). To accomplish this goal, two cohorts of patients were enrolled in the United Kingdom (UK; n = 567; 2006-2011) and Hong Kong (HK; n = 517; 2007-2012). The baseline clinical data were recorded. The performances of the CUPI, BCLC, and CLIP were compared in terms of a concordance index (C-index) and were evaluated in subgroups of patients according to treatment intent. The results revealed that the median follow-up durations of the UK and HK cohorts were 27.9 and 29.8 months, respectively. The median overall survival of the UK and HK cohorts were 22.9 and 8.6 months, respectively. The CUPI stratified the patients in both cohorts into three risk subgroups corresponding to distinct outcomes. The median overall survival of the CUPI low-, intermediate-, and high-risk subgroups were 3.15, 1.24, and 0.29 years, respectively, in the UK cohort and were 2.07, 0.32, and 0.10 years, respectively, in the HK cohort. For the patients who underwent curative treatment, the prognostic performance did not differ between the three staging systems, and all were suboptimal. For those who underwent palliative treatment, the CUPI displayed the highest C-index, indicating that this staging system was the most informative for both cohorts. In conclusion, the CUPI is applicable to both western and eastern HCC patient populations. The performances of the three staging systems differed according to treatment intent, and the CUPI was demonstrated to be optimal for those undergoing palliative treatment. A more precise staging system for early-stage disease patients is required.
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Affiliation(s)
- Stephen L Chan
- State Key Laboratory in Oncology in South China, Sir YK Pao Center for Cancer, Department of Clinical Oncology, Hong Kong Cancer Institute and Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, Hong Kong, China.
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Forner A, Gilabert M, Bruix J, Raoul JL. Treatment of intermediate-stage hepatocellular carcinoma. Nat Rev Clin Oncol 2014; 11:525-35. [PMID: 25091611 DOI: 10.1038/nrclinonc.2014.122] [Citation(s) in RCA: 355] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Hepatocellular carcinoma (HCC)-closely associated with liver cirrhosis and, in fact, the main cause of death in patients with such disease-is now recognized as one of the most-prevalent and lethal neoplasms worldwide. Prognosis and allocation of the multiple available treatment options for patients with HCC are influenced not only by tumour stage, but also by the degree of liver-function impairment. Therefore, accurate assessment and classification of disease is important for patient management. According to the Barcelona Clinic Liver Cancer (BCLC) algorithm, intermediate-stage HCC is defined as extensive multifocal disease without vascular invasion in patients with preserved liver function and absence of cancer-related symptoms; in this context, transarterial chemoembolization (TACE) is considered the standard treatment. The use of drug-eluting beads has enabled standardization of this procedure, resulting in higher reproducibility and tolerability of the treatment. Nevertheless, not all patients with intermediate-stage HCC are good candidates for TACE and, for such patients in whom TACE is not appropriate or has failed, other treatments can be considered, including sorafenib. Radioembolization is a promising alternative that deserves further prospective studies. Herein, we review the current approaches used to accurately stratify patients with intermediate-stage HCC and subsequently allocate the most-appropriate treatments. The key developments in therapeutic strategies are also discussed.
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Affiliation(s)
- Alejandro Forner
- Barcelona Clinic Liver Cancer (BCLC) Group, Liver Unit, Centre for Biomedical Research Network for Hepatic and Digestive Diseases, Hospital Clinic Barcelona, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, C/ Villarroel 170, 08036 Barcelona, Spain
| | - Marine Gilabert
- Department of Medical Oncology, Institut Paoli-Calmettes, 232 Boulevard de Sainte Marguerite, 13009 Marseille, France
| | - Jordi Bruix
- Barcelona Clinic Liver Cancer (BCLC) Group, Liver Unit, Centre for Biomedical Research Network for Hepatic and Digestive Diseases, Hospital Clinic Barcelona, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, C/ Villarroel 170, 08036 Barcelona, Spain
| | - Jean-Luc Raoul
- Department of Medical Oncology, Institut Paoli-Calmettes, 232 Boulevard de Sainte Marguerite, 13009 Marseille, France
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Forner A, Gilabert M, Bruix J, Raoul JL. Treatment of intermediate-stage hepatocellular carcinoma. Nat Rev Clin Oncol 2014. [PMID: 25091611 DOI: 10.1038/nrclinonc.2014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Hepatocellular carcinoma (HCC)-closely associated with liver cirrhosis and, in fact, the main cause of death in patients with such disease-is now recognized as one of the most-prevalent and lethal neoplasms worldwide. Prognosis and allocation of the multiple available treatment options for patients with HCC are influenced not only by tumour stage, but also by the degree of liver-function impairment. Therefore, accurate assessment and classification of disease is important for patient management. According to the Barcelona Clinic Liver Cancer (BCLC) algorithm, intermediate-stage HCC is defined as extensive multifocal disease without vascular invasion in patients with preserved liver function and absence of cancer-related symptoms; in this context, transarterial chemoembolization (TACE) is considered the standard treatment. The use of drug-eluting beads has enabled standardization of this procedure, resulting in higher reproducibility and tolerability of the treatment. Nevertheless, not all patients with intermediate-stage HCC are good candidates for TACE and, for such patients in whom TACE is not appropriate or has failed, other treatments can be considered, including sorafenib. Radioembolization is a promising alternative that deserves further prospective studies. Herein, we review the current approaches used to accurately stratify patients with intermediate-stage HCC and subsequently allocate the most-appropriate treatments. The key developments in therapeutic strategies are also discussed.
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Affiliation(s)
- Alejandro Forner
- Barcelona Clinic Liver Cancer (BCLC) Group, Liver Unit, Centre for Biomedical Research Network for Hepatic and Digestive Diseases, Hospital Clinic Barcelona, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, C/ Villarroel 170, 08036 Barcelona, Spain
| | - Marine Gilabert
- Department of Medical Oncology, Institut Paoli-Calmettes, 232 Boulevard de Sainte Marguerite, 13009 Marseille, France
| | - Jordi Bruix
- Barcelona Clinic Liver Cancer (BCLC) Group, Liver Unit, Centre for Biomedical Research Network for Hepatic and Digestive Diseases, Hospital Clinic Barcelona, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), University of Barcelona, C/ Villarroel 170, 08036 Barcelona, Spain
| | - Jean-Luc Raoul
- Department of Medical Oncology, Institut Paoli-Calmettes, 232 Boulevard de Sainte Marguerite, 13009 Marseille, France
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Maida M, Orlando E, Cammà C, Cabibbo G. Staging systems of hepatocellular carcinoma: a review of literature. World J Gastroenterol 2014; 20:4141-4150. [PMID: 24764652 PMCID: PMC3989950 DOI: 10.3748/wjg.v20.i15.4141] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2013] [Revised: 01/17/2014] [Accepted: 03/12/2014] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a major health problem with a high incidence and mortality all over the world. Natural history of HCC is severe and extremely variable, and prognostic factors influencing outcomes are incompletely defined. Over time, many staging and scoring systems have been proposed for the classification and prognosis of patients with HCC. Currently, the non-ideal predictive performance of existing prognostic systems is secondary to their inherent limitations, as well as to a non-universal reproducibility and transportability of the results in different populations. New serological and histological markers are still under evaluation with promising results, but they require further evaluation and external validation. The aim of this review is to highlight the main tools for assessing the prognosis of HCC and the main concerns, pitfalls and warnings regarding its staging systems currently in use.
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Fox R, Berhane S, Teng M, Cox T, Tada T, Toyoda H, Kumada T, Kagebayashi C, Satomura S, Johnson PJ. Biomarker-based prognosis in hepatocellular carcinoma: validation and extension of the BALAD model. Br J Cancer 2014; 110:2090-8. [PMID: 24691419 PMCID: PMC3992496 DOI: 10.1038/bjc.2014.130] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Revised: 01/16/2014] [Accepted: 01/28/2014] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The Japanese 'BALAD' model offers the first objective, biomarker-based, tool for assessment of prognosis in hepatocellular carcinoma, but relies on dichotomisation of the constituent data, has not been externally validated, and cannot be applied to the individual patients. METHODS In this Japanese/UK collaboration, we replicated the original BALAD model on a UK cohort and then built a new model, BALAD-2, on the original raw Japanese data using variables in their continuous form. Regression analyses using flexible parametric models with fractional polynomials enabled fitting of appropriate baseline hazard functions and functional form of covariates. The resulting models were validated in the respective cohorts to measure the predictive performance. RESULTS The key prognostic features were confirmed to be Bilirubin and Albumin together with the serological cancer biomarkers, AFP-L3, AFP, and DCP. With appropriate recalibration, the model offered clinically relevant discrimination of prognosis in both the Japanese and UK data sets and accurately predicted patient-level survival. CONCLUSIONS The original BALAD model has been validated in an international setting. The refined BALAD-2 model permits estimation of patient-level survival in UK and Japanese cohorts.
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Affiliation(s)
- R Fox
- Cancer Research UK Clinical Trials Unit, School of Cancer Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - S Berhane
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool L69 3GA, UK
| | - M Teng
- Department of Oncology, Addenbrooke's Hospital, University of Cambridge, Cambridge CB2 0QQ, UK
| | - T Cox
- Liverpool Cancer Research UK Centre, Liverpool Cancer Trials Unit, University of Liverpool, Liverpool L69 3GL, UK
| | - T Tada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu 503-8052, Japan
| | - H Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu 503-8052, Japan
| | - T Kumada
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Gifu 503-8052, Japan
| | - C Kagebayashi
- Wako Life Sciences, Inc., Mountain View, CA 94043-1829, USA
| | - S Satomura
- Wako Life Sciences, Inc., Mountain View, CA 94043-1829, USA
| | - P J Johnson
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool L69 3GA, UK
- The Clatterbridge Cancer Centre NHS Foundation Trust, Clatterbridge Road, Bebington, Wirral CH63 4JY, UK
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Prognosis of unresectable hepatocellular carcinoma: comparison of seven staging systems (TNM, Okuda, BCLC, CLIP, CUPI, JIS, CIS) in a Chinese cohort. PLoS One 2014; 9:e88182. [PMID: 24609114 PMCID: PMC3946426 DOI: 10.1371/journal.pone.0088182] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2013] [Accepted: 01/03/2014] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Many liver staging systems that include the tumor stage and the extent of liver function have been developed. However, prognosis assessment for hepatocellular carcinoma (HCC) remains controversial. In this study, the performances of 7 staging systems were compared in a cohort of patients with HCC who underwent non-surgical treatment. METHODS A total of 196 consecutive patients with HCC who underwent non-surgical treatment seen between January 1, 2004, and December 31, 2007, were included. Performances of TNM sixth edition, Okuda, Barcelona Clinic Liver Cancer (BCLC), Cancer of the Liver Italian Program (CLIP), Chinese University Prognostic Index (CUPI), Japan Integrated Staging (JIS), and China integrated score (CIS) have been compared and ranked using concordance index (c-index). Predictors of survival were identified using univariate and multivariate Cox model analyses. RESULTS The median survival time for the cohort was 7.6 months (95% CI 5.6-9.7). The independent predictors of survival were performance status (P<.001), serum sodium (P<.001), alkaline phosphatase (P<.001), tumor diameter greater than 5 cm (P = .001), portal vein invasion (P<.001), lymph node metastasis (P = .025), and distant metastasis (P = .004). CUPI staging system had the best independent predictive power for survival when compared with the other six prognostic systems. Performance status and serum sodium improved the discriminatory ability of CUPI. CONCLUSION In our selected patient population whose main etiology is hepatitis B, CUPI was the most suitable staging system in predicting survival in patients with unresectable HCC. BCLC was the second top-ranking staging system. CLIP, JIS, CIS, and TNM sixth edition were not helpful in predicting survival outcome, and their use is not supported by our data.
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Gomaa AI, Hashim MS, Waked I. Comparing staging systems for predicting prognosis and survival in patients with hepatocellular carcinoma in Egypt. PLoS One 2014; 9:e90929. [PMID: 24603710 PMCID: PMC3946382 DOI: 10.1371/journal.pone.0090929] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2013] [Accepted: 02/05/2014] [Indexed: 12/12/2022] Open
Abstract
Introduction Several hepatocellular carcinoma (HCC) staging systems are available. Although the European Association for Study of Liver Diseases (EASL) and American Association for the Study of Liver Diseases (AASLD) recommended the use of Barcelona Clinic Liver Cancer (BCLC), many studies in different populations revealed heterogeneous results. The aim of this study was to compare different staging systems for predicting prognosis and survival, and for stratifying HCC patients for treatment at a national referral centre for liver disease in Egypt. Methods 2000 Patients were included in this study. Baseline demographic, clinical, laboratory, and radiological data were determined at diagnosis. Patients were stratified using the Okuda, BCLC, Cancer of the Liver Italian Program (CLIP), and Japan Integrated Staging (JIS). Patients’ survival in different stages within each staging system and the validity of the system in predicting survival were compared. Results The overall survival was 15 months. The 1-, 2-, 3- and 4-year survival of the entire cohort was 56%, 34%, 25% and 15% respectively. The presence of ascites, multiple focal lesions, large tumour size >5 cm, portal vein thrombosis, extra-hepatic spread, AFP≥200 ng/ml and poor Child score were independent predictors of survival (p<0.001). All staging systems were significant in determining overall survival in univariate and multivariate analyses. BCLC was the most predictive staging system for the whole cohort (p<0.001). Among the subgroup of patients offered potentially curative therapy, BCLC was the most informative system in predicting patient survival (p<0.001). For patients with advanced HCC not amenable for specific therapy, CLIP was the best staging system for predicting prognosis (p<0.001). Conclusion BCLC staging system provided the best prognostic stratification for HCC patients. However, CLIP score has the highest stratification ability in patients with advanced HCC highlighting the importance of including AFP in best staging system.
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Affiliation(s)
- Asmaa Ibrahim Gomaa
- Hepatology Department, National Liver Institute, Menoufiya University, Shebeen Elkom, Menoufiya, Egypt
- * E-mail:
| | - Mohamed Saad Hashim
- Hepatology Department, National Liver Institute, Menoufiya University, Shebeen Elkom, Menoufiya, Egypt
| | - Imam Waked
- Hepatology Department, National Liver Institute, Menoufiya University, Shebeen Elkom, Menoufiya, Egypt
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Kaseb AO, Shah NN, Hassabo HM, Morris JS, Xiao L, Abaza YM, Soliman K, Lee JS, Vauthey JN, Wallace M, Aloia TA, Curley S, Abbruzzese JL, Hassan MM. Reassessing hepatocellular carcinoma staging in a changing patient population. Oncology 2014; 86:63-71. [PMID: 24401634 DOI: 10.1159/000356573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2013] [Accepted: 10/07/2013] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Hepatocellular carcinoma (HCC) staging systems were developed using data predominantly from patients who had hepatitis and cirrhosis. Given the recent change in prevalence of viral hepatitis and cirrhosis at oncology centers, which has altered the natural history of HCC, we aimed at comparing the accuracy of HCC staging systems in patients with or without hepatitis and cirrhosis. METHODS A total of 438 patients were enrolled. Baseline clinicopathologic parameters, Barcelona Clinic Liver Cancer stage, Cancer of the Liver Italian Program score, TNM (6th edition) stage, Okuda stage, and Chinese University Prognostic Index score were prospectively obtained for all patients, and retrospectively analyzed. Kaplan-Meier analysis was used to determine overall survival (OS), Cox regression analyses were performed, and Harrell's Correspondence Index compared the staging systems' ability to predict OS duration. Subgroup analyses of patients with or without hepatitis or cirrhosis were performed. RESULTS Median patient OS was 13.9 months; 165 patients (37.7%) had no cirrhosis and 256 patients (58.4%) had no hepatitis. Overall, all staging systems were significantly less predictive of OS in patients who did not have cirrhosis or hepatitis. CONCLUSION Our results advocate the need to further stratify HCC based on cirrhosis and hepatitis status, which may change patient risk-stratification and, ultimately, treatment decisions.
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Affiliation(s)
- Ahmed O Kaseb
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Tex., USA
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Hsu CH, Kang YK, Yang TS, Shun CT, Shao YY, Su WC, Sandoval-Tan J, Chiou TJ, Jin K, Hsu C, Cheng AL. Bevacizumab with erlotinib as first-line therapy in Asian patients with advanced hepatocellular carcinoma: a multicenter phase II study. Oncology 2013; 85:44-52. [PMID: 23838576 DOI: 10.1159/000350841] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Accepted: 03/15/2013] [Indexed: 01/27/2023]
Abstract
OBJECTIVES The bevacizumab/erlotinib combination was reported with high clinical activity for advanced hepatocellular carcinoma (HCC) by a phase II study conducted in the USA. This multicenter study across several Asian countries was to evaluate the safety and efficacy of the combination in this population. METHODS Patients with histology-proven HCC, advanced disease and Child-Pugh class A liver function received bevacizumab 5 mg/kg intravenously every 2 weeks and erlotinib 150 mg/day orally as first-line therapy. The primary end point was progression-free survival at 16 weeks (PFS-16W). The expression of epidermal growth factor receptor (EGFR), phospho-AKT and vascular endothelial growth factor, the microvessel density and the EGFR gene copy number in HCC tissues were correlated with treatment efficacy. RESULTS Fifty-one patients were enrolled. The PFS-16W was 35.3% (95% CI 22.4-49.9), the median PFS was 2.9 months (95% CI, 1.3-4.4) and the median overall survival was 10.7 months (95% CI, 6.2-15.2). Grade 3/4 toxicities were uncommon, including rash, acne (10% each), diarrhea (6%) and gastrointestinal bleeding (4%). None of the evaluated biomarkers correlated with disease control or PFS. CONCLUSIONS Bevacizumab plus erlotinib showed good tolerability and modest activity in this Asian cohort. Further studies are warranted to identify the predictive biomarkers of this combination.
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Affiliation(s)
- Chih-Hung Hsu
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
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Li X, Dong M, Lin Q, Chen ZH, Ma XK, Xing YF, Wan XB, Wen JY, Wei L, Chen J, Wu XY. Comparison of current staging systems for advanced hepatocellular carcinoma not amendable to locoregional therapy as inclusion criteria for clinical trials. Asia Pac J Clin Oncol 2013; 9:86-92. [PMID: 23279888 DOI: 10.1111/ajco.12050] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/29/2012] [Indexed: 12/23/2022]
Abstract
AIMS The prognosis of patients with advanced hepatocellular carcinoma (HCC) is poor and testing drug efficacy in clinical trials is hazardous. This study was aimed to evaluate different prognostic scoring systems for HCC in estimating prognosis (3-month survival and overall survival (OS)). METHODS From November 2008 to April 2010, 208 patients with advanced HCC who were not amendable to locoregional therapy were included in this study. Data were collected to classify patients according to the following: the Japanese integrated staging scoring system, TNM stage by the Liver Cancer Study Group of Japan criteria, TNM 6th edn, the cancer of the liver Italian program scoring system (CLIP), the advanced liver cancer prognostic system (ALCPS), the model of end-stage liver disease, the Groupe d'étude et de Traitement du Carcinome Hepatocellulaire (GETCH) scoring system, the Chinese University prognostic index staging system (CUPI), the Okuda scoring system, the Child-Pugh score, the Tokyo scoring system and the Barcelona Clinic liver cancer staging. Survival analysis and relative operating characteristic (ROC) were utilized to access the prognostic value of each scoring system. RESULTS ALCPS performed best, with the largest area under the ROC curve in predicting 3-month OS (sensitivity 76.32%, specificity 78.72%). CLIP and CUPI were similar to ALCPS in prognostic discrimination but with relatively lower power. CONCLUSIONS ALCPS, CLIP and CUPI are the preferred scoring systems in the prediction of OS and 3-month survival among the 12 systems analyzed, and should be used as inclusion criteria in clinical trials for advanced HCC patients.
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Affiliation(s)
- Xing Li
- Department of Medical Oncology, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Diouf M, Filleron T, Barbare JC, Fin L, Picard C, Bouché O, Dahan L, Paoletti X, Bonnetain F. The added value of quality of life (QoL) for prognosis of overall survival in patients with palliative hepatocellular carcinoma. J Hepatol 2013. [PMID: 23178978 DOI: 10.1016/j.jhep.2012.11.019] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND & AIMS Several prognostic classifications (PCs) have been developed for use in palliative care in patients with hepatocellular carcinoma (HCC). We have recently suggested that CLIP combined with WHO PS has the greatest discriminative power. We evaluated the prognostic value of quality of life (QoL) data and whether the latter could improve classification of palliative HCC patients. METHODS This was a reanalysis from the CHOC trial with an evaluation of the discriminative power for overall survival (OS) of the established CLIP/GRETCH/BCLC/BoBar prognostic systems alone and then in association with each of the following groups of parameters: selected clinical factors, QoL as continuous variables, dichotomized QoL, selected clinical factors and continuous QoL, selected clinical factors and dichotomized QoL. Baseline QoL was assessed using the EORTC QLQ-C30. Discriminative power was evaluated with the Harrell's C-index and net reclassification improvement. RESULTS Quality of life was available in 79% of the patients (n=271). Univariate analysis revealed that better role functioning (HR=0.991 [0.987-0.995]) and better physical functioning (0.991 [0.984-0.997]) scores were associated with longer survival. In contrast, poorer score for fatigue (1.011 [1.006-1.015]) and diarrhoea (1.008 [1.002-1.013]) were associated with shorter survival. After adjustment for clinical and sociodemographic variables, only better role functioning score (0.993 [0.988-0.998]) was associated with longer survival. Adding oedema, hepatomegaly, fatigue and diarrhoea QoL scales to CLIP resulted in the best performance. CONCLUSIONS Our results confirm that QoL scales are independent prognostic factors of OS in palliative HCC patients. Incorporation of QoL data improved all the studied PCs.
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Affiliation(s)
- Momar Diouf
- Clinical Research and Innovation Directorate, Amiens University Hospital, Amiens, France.
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Zhou J, Yan T, Bi X, Zhao H, Huang Z, Zhang Y, Li Y, Feng L, Wang J, Cai J. Evaluation of seven different staging systems for alpha-fetoprotein expression in hepatocellular carcinoma after hepatectomy. Tumour Biol 2013; 34:1061-70. [PMID: 23322323 DOI: 10.1007/s13277-013-0646-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2012] [Accepted: 01/02/2013] [Indexed: 01/11/2023] Open
Abstract
Alpha-fetoprotein (AFP) represents the most important biomarker for hepatocellular carcinoma (HCC). The aim of this study was to identify the optimal staging system to predict the survival of AFP-negative and AFP-positive patients. This study analyzed the data of 431 AFP-negative HCC patients who had previously undergone surgery and 471 AFP-positive HCC candidates. Kaplan-Meier (K-M) survival estimates were plotted, and the P values were assessed using log-rank tests. The Akaike information criterion (AIC) was calculated using the results of a Cox's regression to compare the overall assessment of the seven different staging systems. The AFP-positive group displayed characteristics of poor tumor biological behavior (tumor multiplicity [P = 0.032], low grade differentiation [P = 0.000] and carcinoma cell embolus [P = 0.031]), poor liver function (Child-Pugh B classification [P = 0.003], abnormal prothrombin time activity [P = 0.037] and moderate/severe cirrhosis [P = 0.000]) and increased operative difficulties (transfusion; P = 0.001). TNM7th staging showed the lowest AIC value (1,279.528) for the AFP-negative group, while the Barcelona Clinic Liver Cancer (BCLC) staging system revealed the lowest AIC value (1,991.233) for the AFP-positive group. In conclusion, among the seven favorable staging systems, BCLC staging was superior for the AFP-positive group, while the TNM7th was a more appropriate staging model for the AFP-negative group.
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Affiliation(s)
- Jianguo Zhou
- Department of Abdominal Surgery, Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100021, China
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Wang X, Appleby DH, Zhang X, Gan L, Wang JJ, Wan F. Comparison of three lymph node staging schemes for predicting outcome in patients with gastric cancer. Br J Surg 2013; 100:505-14. [PMID: 23319421 DOI: 10.1002/bjs.9014] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/22/2012] [Indexed: 12/14/2022]
Abstract
BACKGROUND Several node staging schemes have been proposed for gastric cancer. The optimal system remains controversial. METHODS Patients with gastric cancer were identified from the Surveillance, Epidemiology, and End Results (SEER) database, and a Chinese patient cohort was used for independent validation. The prognostic performance of three node staging schemes was compared, involving a number-based scheme (pN), ratio-based scheme (rN) and log odds of positive lymph nodes scheme (LODDS). RESULTS There were 12 443 patients in the SEER database and 866 in the Chinese cohort. LODDS provided better discriminatory capacity and higher predictive accuracy than either pN or rN, for patients with gastric cancer in both the SEER database and the Chinese cohort. The multivariable model using the LODDS classification was significantly more predictive than the pN classification. LODDS suffered much less from stage migration and was able efficiently to discriminate the heterogeneity for patients with no nodes involved or all nodes involved, whereas the pN and rN schemes could not. CONCLUSION LODDS showed a clear prognostic superiority over both pN and rN schemes. It could serve as an important reference for the tumour node metastasis (TNM) node classification.
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Affiliation(s)
- X Wang
- Department of Oncology, Changzheng Hospital, Second Military Medical University, Shanghai, China
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Zaanan A, Williet N, Hebbar M, Dabakuyo TS, Fartoux L, Mansourbakht T, Dubreuil O, Rosmorduc O, Cattan S, Bonnetain F, Boige V, Taïeb J. Gemcitabine plus oxaliplatin in advanced hepatocellular carcinoma: a large multicenter AGEO study. J Hepatol 2013; 58:81-8. [PMID: 22989572 DOI: 10.1016/j.jhep.2012.09.006] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2012] [Revised: 08/04/2012] [Accepted: 09/03/2012] [Indexed: 12/11/2022]
Abstract
BACKGROUND & AIMS The current standard treatment for advanced hepatocellular carcinoma (HCC) is sorafenib. This drug is effective but generally does not induce tumor shrinkage and other treatment options are still needed. METHODS This retrospective multicenter study included all consecutive patients with advanced HCC treated with gemcitabine and oxaliplatin (GEMOX) between 2001 and 2010. Survival curves were drawn with the Kaplan-Meier method and compared with the log-rank test. Univariate and multivariate analyses were used to evaluate prognostic factors. RESULTS Two hundred four consecutive patients were treated with GEMOX (median age, 60 years; men, 86%; underlying cirrhosis, 76%). Grade 3-4 toxicity was observed in 44% of the patients (thrombocytopenia 24%, neutropenia 18%, diarrhea 14%, neurotoxicity 12%) leading to treatment discontinuation in 16% of the cases. The overall response and disease control rates were 22% (95% CI, 16-27) and 66% (95% CI, 59-72), respectively. No clinical or biological factors were associated with the treatment response, and 8.5% of the patients were subsequently eligible for curative-intent therapies after downstaging. Median PFS, TTP, and OS were 4.5 (95% CI, 4-6), 8 (95% CI, 6-11), and 11 months (95% CI, 9-14), respectively. In multivariate analysis, gender (p=0.03), underlying cirrhosis (p=0.01), CLIP score (p=0.03), and response to GEMOX (p<0.0001) were independently associated with OS. CONCLUSIONS This large study confirms that GEMOX is effective with manageable toxicity in patients with advanced HCC. Tumor responses permitted potentially curative treatment that was not initially feasible in a significant proportion of patients.
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Affiliation(s)
- Aziz Zaanan
- Service d'Hépato-Gastroentérologie et Oncologie digestive, Hôpital Européen Georges Pompidou, AP-HP, Paris, France
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Abstract
Hepatocellular carcinoma (HCC) is one of the most common malignancies, with an increasing incidence. With advances in surgical techniques and instrumentation and the development of molecular-target drugs, a number of potentially curative treatments have become available. Management of HCC patients depends on the stage of their tumor. Liver resection remains the first choice for very early-stage HCC, but it is being challenged by local ablative therapy. For early-stage HCC that meet the Milan criteria, liver transplantation still offers a better outcome; however, local ablative therapy can be a substitute when transplantation is not feasible. Local ablation is also used as a bridging therapy toward liver transplantation. HCC recurrence is the main obstacle to successful treatment, and there is currently no effective means of preventing or treating HCC recurrence. Transarterial therapy is considered suitable for intermediate-stage HCC, while sorafenib is recommended for advanced-stage HCC. This stage-based approach to therapy not only provides acceptable outcomes but also improves the quality of life of HCC patients. Because of the complexity of HCC, therapeutic approaches must be adapted according to the characteristics of each individual patient. This review discusses the current standards and trends in the treatment of HCC.
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Affiliation(s)
| | | | - Peter Schemmer
- *Deptment of General and Transplant Surgery, Ruprecht-Karls-University, Im Neuenheimer Feld 110, Heidelberg 69120 (Germany), Tel. +49 0 6221 56 6110, E-Mail
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Pinato DJ, Stebbing J, Ishizuka M, Khan SA, Wasan HS, North BV, Kubota K, Sharma R. A novel and validated prognostic index in hepatocellular carcinoma: the inflammation based index (IBI). J Hepatol 2012; 57:1013-20. [PMID: 22732513 DOI: 10.1016/j.jhep.2012.06.022] [Citation(s) in RCA: 148] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2011] [Revised: 05/24/2012] [Accepted: 06/14/2012] [Indexed: 12/14/2022]
Abstract
BACKGROUND & AIMS Outcome prediction is uniquely different in hepatocellular carcinoma (HCC) as the progressive functional impairment of the liver impacts patient survival independently of tumour stage. As chronic inflammation is associated with the pathogenesis of HCC, we explored the prognostic impact of a panel of inflammatory based scores, including the modified Glasgow Prognostic Score (mGPS), neutrophil to lymphocyte ratio (NLR) and platelet to lymphocyte ratio (PLR), in independent cohorts. METHODS Inflammatory markers, Barcelona Clinic Liver Cancer (BCLC) and Cancer of the Liver Italian Program (CLIP) scores were studied in a training set of 112 patients with predominantly unresectable HCC (75%). Independent predictors of survival identified in multivariate analysis were validated in an independent cohort of 466 patients with an overall lower tumour burden (BCLC-A, 56%). RESULTS In both training and validation sets, mGPS and CLIP scores emerged as independent predictors of overall survival. The predictive accuracy of the combined mGPS and CLIP score (c score 0.7, 95% CI 0.6-0.8) appeared superior to that of the CLIP score alone (c score 0.6, 95% CI 0.5-0.7). CONCLUSIONS Systemic inflammation as measured by the mGPS, independently predicts overall survival in HCC. We have validated a novel, easy to use inflammatory score that can be used to stratify individuals. These data enable formulation of a new prognostic system, the inflammation based index in HCC (IBI). Further validation of the IBI considering treatment allocation and survival is warranted in an independent patient cohort.
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Affiliation(s)
- David J Pinato
- Division of Experimental Medicine, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK
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Prognosis of advanced hepatocellular carcinoma patients enrolled in clinical trials can be classified by current staging systems. Br J Cancer 2012; 107:1672-7. [PMID: 23059748 PMCID: PMC3493875 DOI: 10.1038/bjc.2012.466] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background: Patients enrolled in clinical trials of advanced hepatocellular carcinoma (HCC) are usually required to have good liver reserve and organ function. However, their outcomes are still highly variable. We aimed to examine whether current staging systems can predict the survival of these highly selected patients. Methods: Patients from clinical trials involving first-line anti-angiogenic therapy were assigned to different stage groups using the American Joint Committee on Cancer (AJCC), Barcelona Clinic Liver Cancer (BCLC), China integrated score, Cancer of the Liver Italian Program (CLIP) score, Chinese University Prognostic Index (CUPI), Groupe d’Etude et de Traitement du Carcinome Hepatocellulaire (GETCH), Japan Integrated Staging (JIS) score, Okuda, Tokyo score, and a new staging system recently proposed. Survival prediction by the 10 systems was then compared by both univariate and multivariate analyses. Results: A total of 157 patients were selected for this study. In univariate analysis, all staging systems can predict patient survival except AJCC, BCLC, and JIS score. Concordance indexes for CLIP score, CUPI, and GETCH (0.752, 0.775, and 0.791, respectively) were significantly higher than those obtained for other staging systems. In multivariate analysis, the CLIP score and CUPI (P<0.001 and 0.009, respectively) predicted survival more accurately than did the other tested staging systems. Hepatitis B infection and poor performance status were also associated with poor survival. Conclusion: Several HCC staging systems, especially the CLIP score and CUPI, can predict prognosis of patients who are enrolled in clinical trials of advanced HCC.
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Prognosis predictability of hepatocellular carcinoma according to staging systems in hepatitis B virus-endemic area. Clin Res Hepatol Gastroenterol 2012; 36:357-64. [PMID: 22326248 DOI: 10.1016/j.clinre.2011.12.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2011] [Revised: 12/15/2011] [Accepted: 12/26/2011] [Indexed: 02/04/2023]
Abstract
BACKGROUND There is no worldwide consensus on clinical application of staging systems that have been proposed for hepatocellular carcinoma (HCC). This study evaluated the predictors of survival and compared the prognosis predictability according to staging systems of HCC. PATIENTS AND METHODS We analyzed the medical records of 142 patients who were consecutively diagnosed as HCC in hepatitis B virus (HBV)-endemic area. To analyze the survival predictors and probability of staging systems, Kaplan-Meier method and Cox proportional hazard model were used. And to compare the discriminatory ability and predictive power of staging systems for prognosis and survival, likelyhood ratio χ(2) test and Akaike information criterion were applied. RESULTS Overall median survival of HCC patients was 24 months and 1-, 2-, and 3-year survival rate was 61.3, 49.4, and 45.7%, respectively. Child-Pugh classification (P=0.038) and portal vein thrombosis (PVT) (P=0.022) were ascertained as independent predictors of survival. Although all the staging systems showed a progressive decrease in survival as the tumor stage progressively advanced, the Japan Integrated Staging (JIS) and Chinese University Prognostic Index (CUPI) showed the highest homogeneity (small differences in survival among patients in the same stages), and the best monotonicity of gradient (the survival of patients in earlier stages is longer than the survival of patients in more advanced stages within the same system), respectively. CONCLUSION In HBV-endemic area, Child-Pugh classification and PVT were independent predictors for survival, and JIS and CUPI were the most powerful staging systems to predict the prognosis of HCC.
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Lin ZZ, Hsu C, Hu FC, Shao YY, Chang DY, Yang CH, Hong RL, Hsu CH, Cheng AL. Factors impacting prognosis prediction in BCLC stage C and Child-Pugh class A hepatocellular carcinoma patients in prospective clinical trials of systemic therapy. Oncologist 2012; 17:970-7. [PMID: 22673633 DOI: 10.1634/theoncologist.2011-0411] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The purpose of this study was to determine the prognostic significance of clinical factors and staging systems for survival of hepatocellular carcinoma (HCC) patients who are candidates for therapeutic clinical trials. METHODS From December 1990 to July 2005, 236 patients with unresectable HCC were enrolled into six published phase II trials assessing various therapeutic regimens. Of these, 156 chemotherapy-naive patients with Child-Pugh class A and Barcelona Clinic Liver Cancer stage C disease were included in this analysis. Twenty-seven relevant clinical characteristics were analyzed to identify prognostic factors of survival. Beyond these prognosticators, the predictive ability of eight staging systems (the tumor-node-metastasis, Okuda, Cancer of the Liver Italian Program [CLIP], Chinese University Prognostic Index, Japanese Integrated Staging, Tokyo, National Taiwan University Risk Estimation, and Advanced Liver Cancer Prognostic System [ALCPS] score) were compared using the Akaike information criteria. RESULTS The median overall survival time was 129 days (95% confidence interval, 111-147 days). Significant predictors of a shorter overall survival time were an Eastern Cooperative Oncology Group performance status score ≥2, the presence of symptoms, ascites, an aspartate transaminase level more than two times the upper limit of normal, and regional lymph node involvement. The ALCPS and CLIP scores were superior to the other systems for predicting survival. CONCLUSIONS The prognosis of patients with advanced HCC who are candidates for therapeutic clinical trials is affected by several factors related to the patient, liver function, and the tumor. The ALCPS and CLIP scores appear to be superior to the other systems for predicting survival.
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Affiliation(s)
- Zhong-Zhe Lin
- Department of Oncology, National Taiwan University, Taipei, Taiwan
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Bourcier V, Winnock M, Ait Ahmed M, Sogni P, Pambrun E, Poizot-Martin I, Chaffaut C, Chevret S, Trinchet JC, Salmon D. Primary liver cancer is more aggressive in HIV-HCV coinfection than in HCV infection. A prospective study (ANRS CO13 Hepavih and CO12 Cirvir). Clin Res Hepatol Gastroenterol 2012; 36:214-21. [PMID: 22189509 DOI: 10.1016/j.clinre.2011.11.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2011] [Accepted: 11/02/2011] [Indexed: 02/08/2023]
Abstract
OBJECTIVE Since HAART, primary liver cancer has emerged as an increasing cause of morbidity and mortality in patients with HIV infection. Our aim was to compare characteristics and outcome of primary liver cancer according to HIV status in HCV cirrhotic patients submitted to periodic ultrasonographic surveillance. METHODS All patients with primary liver cancer and cirrhosis were selected from two prospective cohorts (ANRS CO12 Cirvir, viral cirrhosis, n=1081; ANRS CO13 Hepavih, HIV-HCV coinfection, n=1175). Cirrhosis was diagnosed by liver biopsy in monoHCV group and biopsy and/or non-invasive tests in HIV-HCV group. Ultrasonographic surveillance was performed every 6 months. Diagnosis of primary liver cancer was established according to EASL-AASLD guidelines. RESULTS Primary liver cancer was diagnosed in 32 patients, 16 in each group, and corresponded to hepatocellular carcinoma in all except for two cholangiocarcinomas in HIV-HCV patients. Ultrasonographic follow-up was similar (median time since last ultrasonographic without focal lesion: 237 days in HIV-HCV group (n=12) versus 208 days in HCV group, NS). At primary liver cancer diagnosis HIV-HCV patients were markedly younger (48 vs. 60 yrs, P<0.001), primary liver cancer was more advanced in HIV-HCV patients (single nodule: 43% vs. 75%, P=0.07; mean diameter of main nodule: 24 vs. 16 mm, P=0.006; portal obstruction: 3 vs. 0). Curative treatment was performed in four HIV-HCV patients versus 11 HCV patients (P=0.017). During follow-up, 10 HIV-HCV patients died versus only one HCV patient (P=0.0005). CONCLUSIONS This result suggests more aggressiveness for tumors in HIV infected patients and, if confirmed, could result in shortening the length between ultrasonographic examinations.
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Affiliation(s)
- Valérie Bourcier
- Service d'hépato-gastroentérologie, hôpital Jean-Verdier, Assistance publique-Hôpitaux de Paris, UFR SMBH, université Paris-13, 93143 Bondy cedex, France.
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Shao YY, Lin ZZ, Hsu C, Lee KD, Hsiao CH, Lu YS, Huang CC, Shen YC, Hsu CH, Cheng AL. Efficacy, safety, and potential biomarkers of thalidomide plus metronomic chemotherapy for advanced hepatocellular carcinoma. Oncology 2012; 82:59-66. [PMID: 22310088 DOI: 10.1159/000336126] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2011] [Accepted: 12/29/2011] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Thalidomide has been shown to have antitumor activity in some patients with advanced hepatocellular carcinoma (HCC). We initiated a phase II study to determine the safety and efficacy of adding metronomic chemotherapy to thalidomide as first-line therapy. METHODS This open- labeled, single-arm, multicentered, investigator-initiated study enrolled patients with treatment-naïve advanced HCC not amenable to locoregional therapies. Treatment included oral thalidomide (100 mg twice daily) and tegafur/uracil [125 mg/m(2) (based on tegafur) twice daily]. Tumor assessment was performed according to Response Evaluation Criteria in Solid Tumors (RECIST) 1.0. Pretreatment plasma levels of angiogenesis factors were correlated with patient outcomes. RESULTS Forty-three patients were included. Sixteen (37%) patients had a Cancer of the Liver Italian Program (CLIP) score of 4, and 31 (72%) patients had chronic hepatitis B virus infection. The objective response rate was 9%, and the disease stabilization rate was 33%. The median progression-free survival was 1.9 months (95% CI 1.7-2.1 months), and the median OS was 4.6 months (95% CI 2.3-6.9 months). Treatment was generally tolerable. High baseline plasma levels of interleukin (IL)-6 and IL-8 were adversely correlated with patient survivals. CONCLUSIONS The combination of thalidomide and tegafur/uracil was safe and demonstrated modest activity in patients with advanced HCC.
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Affiliation(s)
- Yu-Yun Shao
- Department of Oncology, National Taiwan University Hospital, Taipei City, Taiwan, ROC
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Back to basics: staging and prognosis in HCC for medical oncologist. J Hepatol 2012; 56:488-9. [PMID: 21798220 DOI: 10.1016/j.jhep.2011.06.023] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Revised: 06/19/2011] [Accepted: 06/21/2011] [Indexed: 01/10/2023]
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Clinicopathologic and gene expression parameters predict liver cancer prognosis. BMC Cancer 2011; 11:481. [PMID: 22070665 PMCID: PMC3240666 DOI: 10.1186/1471-2407-11-481] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2011] [Accepted: 11/09/2011] [Indexed: 01/17/2023] Open
Abstract
Background The prognosis of hepatocellular carcinoma (HCC) varies following surgical resection and the large variation remains largely unexplained. Studies have revealed the ability of clinicopathologic parameters and gene expression to predict HCC prognosis. However, there has been little systematic effort to compare the performance of these two types of predictors or combine them in a comprehensive model. Methods Tumor and adjacent non-tumor liver tissues were collected from 272 ethnic Chinese HCC patients who received curative surgery. We combined clinicopathologic parameters and gene expression data (from both tissue types) in predicting HCC prognosis. Cross-validation and independent studies were employed to assess prediction. Results HCC prognosis was significantly associated with six clinicopathologic parameters, which can partition the patients into good- and poor-prognosis groups. Within each group, gene expression data further divide patients into distinct prognostic subgroups. Our predictive genes significantly overlap with previously published gene sets predictive of prognosis. Moreover, the predictive genes were enriched for genes that underwent normal-to-tumor gene network transformation. Previously documented liver eSNPs underlying the HCC predictive gene signatures were enriched for SNPs that associated with HCC prognosis, providing support that these genes are involved in key processes of tumorigenesis. Conclusion When applied individually, clinicopathologic parameters and gene expression offered similar predictive power for HCC prognosis. In contrast, a combination of the two types of data dramatically improved the power to predict HCC prognosis. Our results also provided a framework for understanding the impact of gene expression on the processes of tumorigenesis and clinical outcome.
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Kaseb AO, Morris JS, Hassan MM, Siddiqui AM, Lin E, Xiao L, Abdalla EK, Vauthey JN, Aloia TA, Krishnan S, Abbruzzese JL. Clinical and prognostic implications of plasma insulin-like growth factor-1 and vascular endothelial growth factor in patients with hepatocellular carcinoma. J Clin Oncol 2011; 29:3892-9. [PMID: 21911725 DOI: 10.1200/jco.2011.36.0636] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Cirrhosis and hepatocellular carcinoma (HCC) together form a two-disease state that affects survival of patients with HCC and dictates treatment decisions and prognostic stratification of patients in clinical trials. The study objective was to improve prognostic stratification of patients with HCC. PATIENTS AND METHODS We prospectively collected plasma samples and baseline clinicopathologic features from 288 new patients with HCC, and plasma insulin-like growth factor-1 (IGF-1) and vascular endothelial growth factor (VEGF) levels were tested. We applied Cox regression and log-rank tests to assess association of IGF-1 and VEGF with overall survival (OS), Kaplan-Meier curves to estimate OS, and recursive partitioning to determine optimal cutoff points for IGF-1 and VEGF. Prognostic ability of conventional and molecular Barcelona Clinic Liver Cancer classifications was compared using the c-index. RESULTS Lower plasma IGF-1 and higher plasma VEGF levels significantly correlated with advanced clinicopathologic parameters and poor OS, with optimal cut points of 26 ng/mL and 450 pg/mL, respectively. The combination of low IGF-1 and high VEGF predicted median OS of 2.7 months compared with 19 months for patients with high IGF-1 and low VEGF (P < .001), further refining the prognostic ability of conventional HCC staging (P < .001). CONCLUSION Baseline levels of plasma IGF-1 and VEGF correlated significantly with survival in patients with HCC. Integrating IGF-1 and VEGF into HCC staging significantly enhanced prognostic stratification of patients. If validated, these results may prove to be useful in designing strategies to personalize management approaches among these patients.
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Affiliation(s)
- Ahmed O Kaseb
- Department of Gastrointestinal Medical Oncology, Unit 426, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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Sirivatanauksorn Y, Tovikkai C. Comparison of staging systems of hepatocellular carcinoma. HPB SURGERY : A WORLD JOURNAL OF HEPATIC, PANCREATIC AND BILIARY SURGERY 2011; 2011:818217. [PMID: 21760664 PMCID: PMC3132503 DOI: 10.1155/2011/818217] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2010] [Revised: 03/14/2011] [Accepted: 05/01/2011] [Indexed: 02/08/2023]
Abstract
Many staging systems of hepatocellular carcinoma (HCC) were established; however, there is no consensus on which is proper in predicting prognosis. This study aims to evaluate various commonly used staging systems of HCC. Patients who underwent surgery during 2001-2007 were included. All patient data were retrospectively staged using six staging systems, that are American Joint Committee on Cancer (AJCC) Tumour-Node-Metastasis (TNM), Okuda staging, Cancer of the Liver Italian Program (CLIP), Barcelona Clinic Liver Cancer (BCLC), Chinese University Prognostic Index (CUPI), and Japan Integrated Staging (JIS). Child-Pugh classification was also evaluated. The staging systems were compared by mean of overall and disease-free survival. Total of 99 patient data were enrolled in the analyses. All staging systems except Okuda were significant in determining overall survival in univariate analyses. In multivariate analyses, TNM and Child-Pugh demonstrated better predictive power for overall survival. In terms of disease-free survival, univariate analyses revealed that TNM, CLIP, BCLC, CUPI, and JIS were significant, and TNM was the best predictive staging system in multivariate analyses. In our study, TNM and Child-Pugh are the representative systems in predicting survival of HCC patients who undergo surgical resection. Moreover, they are practical and easily assessable in clinical practice.
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Affiliation(s)
- Yongyut Sirivatanauksorn
- HPB and Transplantation Unit, Division of General Surgery, Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
| | - Chutwichai Tovikkai
- HPB and Transplantation Unit, Division of General Surgery, Department of Surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
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Giannelli G, Mazzocca A, Fransvea E, Lahn M, Antonaci S. Inhibiting TGF-β signaling in hepatocellular carcinoma. Biochim Biophys Acta Rev Cancer 2011; 1815:214-23. [PMID: 21129443 DOI: 10.1016/j.bbcan.2010.11.004] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2010] [Revised: 11/18/2010] [Accepted: 11/20/2010] [Indexed: 12/17/2022]
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