Skip to main content
Top
Published in: Hepatology International 1/2010

01-03-2010 | Original Article

Tumor and liver determinants of prognosis in unresectable hepatocellular carcinoma: a large case cohort study

Authors: Brian I. Carr, Petr Pancoska, Robert A. Branch

Published in: Hepatology International | Issue 1/2010

Login to get access

Abstract

Objectives

967 patients with unresectable and untransplantable, biopsy-proven hepatocellular carcinoma (HCC) were prospectively evaluated at baseline and followed up till death. Survival was the end point.

Results

We found that male gender, ascites, cirrhosis, portal vein thrombosis (PVT), elevated AFP or bilirubin, or alkaline phosphatase, were each statistically significant adverse prognostic factors. Patients with normal AFP survived longer than those with elevated AFP, even in the presence of PVT, large or bilobar tumors or cirrhosis. We used a bivariate analysis to separate patient sub groups based on liver function and tumor characteristics and found clear discrimination in survival between subsets; in addition both cirrhosis and presence of PVT were significant factors. We also used a purely mathematical approach to derive subgroups and a prognostic model for individual patients. Interestingly, the two approaches gave similar predictive information, which opens the possibility of a more detailed mathematical analysis in the future. The results of this large dataset show that amongst non-surgical HCC patients, there are clear subsets with longer survival.

Conclusion

The data supports the concept of heterogeneity of HCC. The three factors, bilirubin, AFP, and PVT predominate in prognosis.
Literature
1.
go back to reference El–Serag KR. Hepatocellular carcinoma: epidemiology and molecular carcinogenesis. Gastroenterology 2007;132:2557–2576CrossRefPubMed El–Serag KR. Hepatocellular carcinoma: epidemiology and molecular carcinogenesis. Gastroenterology 2007;132:2557–2576CrossRefPubMed
2.
go back to reference Cho SJ, Yoon JH, Hwang SS, et al. Do young hepatocellular carcinoma patients with relatively good liver function have poorer outcomes than elderly patients? J Gastroenterol Hepatol 2007;22:1226–1231CrossRefPubMed Cho SJ, Yoon JH, Hwang SS, et al. Do young hepatocellular carcinoma patients with relatively good liver function have poorer outcomes than elderly patients? J Gastroenterol Hepatol 2007;22:1226–1231CrossRefPubMed
3.
go back to reference Okuda K, Ohtsuki T, Obata H, et al. Natural history of hepatocellular carcinoma and prognosis in relation to treatment. Cancer 1985;56:918–928CrossRefPubMed Okuda K, Ohtsuki T, Obata H, et al. Natural history of hepatocellular carcinoma and prognosis in relation to treatment. Cancer 1985;56:918–928CrossRefPubMed
4.
go back to reference Cancer of the Liver Italian Program (CLIP) investigators. A new prognostic system for hepatocellular carcinoma: a retrospective study of 435 patients. Hepatology 1998;28:751–755 Cancer of the Liver Italian Program (CLIP) investigators. A new prognostic system for hepatocellular carcinoma: a retrospective study of 435 patients. Hepatology 1998;28:751–755
5.
go back to reference Cancer of the Liver Italian Program (CLIP) Investigators. Prospective validation of the CLIP score: a new prognostic system for patients with cirrhosis and hepatocellular carcinoma. Hepatology 2000;31:840–845 Cancer of the Liver Italian Program (CLIP) Investigators. Prospective validation of the CLIP score: a new prognostic system for patients with cirrhosis and hepatocellular carcinoma. Hepatology 2000;31:840–845
6.
go back to reference Llovet JM, Fuster J, Bruix J. The Barcelona approach: diagnosis, staging, and treatment of hepatocellular carcinoma. Liver Transpl 2004;10:S115–S120CrossRefPubMed Llovet JM, Fuster J, Bruix J. The Barcelona approach: diagnosis, staging, and treatment of hepatocellular carcinoma. Liver Transpl 2004;10:S115–S120CrossRefPubMed
7.
go back to reference Llovet JM, Bru C, Bruix J. Prognosis of hepatocellular carcinoma: the BCLC staging classification. Semin Liver Dis 1999;19:329–338CrossRefPubMed Llovet JM, Bru C, Bruix J. Prognosis of hepatocellular carcinoma: the BCLC staging classification. Semin Liver Dis 1999;19:329–338CrossRefPubMed
8.
go back to reference Tateishi R, Yoshida H, Shiina S, et al. Proposal of a new prognostic model for hepatocellular carcinoma: an analysis of 403 patients. Gut 2005;54:419–425CrossRefPubMed Tateishi R, Yoshida H, Shiina S, et al. Proposal of a new prognostic model for hepatocellular carcinoma: an analysis of 403 patients. Gut 2005;54:419–425CrossRefPubMed
9.
go back to reference Chevret S, Trinchet JC, Mathieu D, et al. A new prognostic classification for predicting survival in patients with hepatocellular carcinoma. J Hepatol 1999;31:133–141CrossRefPubMed Chevret S, Trinchet JC, Mathieu D, et al. A new prognostic classification for predicting survival in patients with hepatocellular carcinoma. J Hepatol 1999;31:133–141CrossRefPubMed
10.
go back to reference Leung TW, Tang AM, Zee B, et al. Construction of the Chinese University Prognostic Index for hepatocellular carcinoma and comparison with the TNM staging system, the Okuda staging system, and the Cancer of the Liver Italian Program staging system: a study based on 926 patients. Cancer 2002;94:1760–1769CrossRefPubMed Leung TW, Tang AM, Zee B, et al. Construction of the Chinese University Prognostic Index for hepatocellular carcinoma and comparison with the TNM staging system, the Okuda staging system, and the Cancer of the Liver Italian Program staging system: a study based on 926 patients. Cancer 2002;94:1760–1769CrossRefPubMed
11.
go back to reference Omagari K, Honda S, Kadokawa Y, et al. Preliminary analysis of a newly proposed prognostic scoring system (SLiDe score) for hepatocellular carcinoma. J Gastroenterol Hepatol 2004;19:805–811CrossRefPubMed Omagari K, Honda S, Kadokawa Y, et al. Preliminary analysis of a newly proposed prognostic scoring system (SLiDe score) for hepatocellular carcinoma. J Gastroenterol Hepatol 2004;19:805–811CrossRefPubMed
12.
go back to reference Levy I, Sherman M. Staging of hepatocellular carcinoma: assessment of the CLIP, Okuda, and Child-Pugh staging systems in a cohort of 257 patients in Toronto. Gut 2002;50:881–885.CrossRefPubMed Levy I, Sherman M. Staging of hepatocellular carcinoma: assessment of the CLIP, Okuda, and Child-Pugh staging systems in a cohort of 257 patients in Toronto. Gut 2002;50:881–885.CrossRefPubMed
13.
go back to reference Giannini E, Risso D, Botta F, et al. Prognosis of hepatocellular carcinoma in anti-HCV positive cirrhotic patients: a single-centre comparison amongst four different staging systems. J Intern Med 2004;255:399–408CrossRefPubMed Giannini E, Risso D, Botta F, et al. Prognosis of hepatocellular carcinoma in anti-HCV positive cirrhotic patients: a single-centre comparison amongst four different staging systems. J Intern Med 2004;255:399–408CrossRefPubMed
14.
go back to reference Marrero JA, Fontana RJ, Barrat A, et al. Prognosis of hepatocellular carcinoma: comparison of 7 staging systems in an American cohort. Hepatology 2005;41:707–716CrossRefPubMed Marrero JA, Fontana RJ, Barrat A, et al. Prognosis of hepatocellular carcinoma: comparison of 7 staging systems in an American cohort. Hepatology 2005;41:707–716CrossRefPubMed
15.
go back to reference Huang YH, Chen CH, Chang TT, et al. Evaluation of predictive value of CLIP, Okuda, TNM and JIS staging systems for hepatocellular carcinoma patients undergoing surgery. J Gastroenterol Hepatol 2005;20:765–771CrossRefPubMed Huang YH, Chen CH, Chang TT, et al. Evaluation of predictive value of CLIP, Okuda, TNM and JIS staging systems for hepatocellular carcinoma patients undergoing surgery. J Gastroenterol Hepatol 2005;20:765–771CrossRefPubMed
16.
go back to reference Grieco A, Pompili M, Caminiti G, et al. Prognostic factors for survival in patients with early-intermediate hepatocellular carcinoma undergoing non-surgical therapy: comparison of Okuda, CLIP, and BCLC staging systems in a single Italian centre. Gut 2005;54:411–418CrossRefPubMed Grieco A, Pompili M, Caminiti G, et al. Prognostic factors for survival in patients with early-intermediate hepatocellular carcinoma undergoing non-surgical therapy: comparison of Okuda, CLIP, and BCLC staging systems in a single Italian centre. Gut 2005;54:411–418CrossRefPubMed
17.
go back to reference Pascual S, Zapater P, Such J, et al. Comparison of staging systems to predict survival in hepatocellular carcinoma. Liver Int 2006;26:673–679CrossRefPubMed Pascual S, Zapater P, Such J, et al. Comparison of staging systems to predict survival in hepatocellular carcinoma. Liver Int 2006;26:673–679CrossRefPubMed
18.
go back to reference Kondo K, Chijiiwa K, Nagano M, et al. Comparison of seven prognostic staging systems in patients who undergo hepatectomy for hepatocellular carcinoma. Hepatogastroenterology 2007;54:1534–1538PubMed Kondo K, Chijiiwa K, Nagano M, et al. Comparison of seven prognostic staging systems in patients who undergo hepatectomy for hepatocellular carcinoma. Hepatogastroenterology 2007;54:1534–1538PubMed
19.
go back to reference Huo TI, Lin HC, Hsia CY, et al. The model for end-stage liver disease based cancer staging systems are better prognostic models for hepatocellular carcinoma: a prospective sequential survey. Am J Gastroenterol 2007;102:1920–1930CrossRefPubMed Huo TI, Lin HC, Hsia CY, et al. The model for end-stage liver disease based cancer staging systems are better prognostic models for hepatocellular carcinoma: a prospective sequential survey. Am J Gastroenterol 2007;102:1920–1930CrossRefPubMed
20.
go back to reference Georgiades CS, Liapi E, Frangakis C, et al. Prognostic accuracy of 12 liver staging systems in patients with unresectable hepatocellular carcinoma treated with transarterial chemoembolization. J Vasc Interv Radiol 2006;17:1619–1624PubMedCrossRef Georgiades CS, Liapi E, Frangakis C, et al. Prognostic accuracy of 12 liver staging systems in patients with unresectable hepatocellular carcinoma treated with transarterial chemoembolization. J Vasc Interv Radiol 2006;17:1619–1624PubMedCrossRef
21.
go back to reference Minagawa M, Ikai I, Matsuyama Y, et al. Staging of hepatocellular carcinoma: assessment of the Japanese TNM and AJCC/UICC TNM systems in a cohort of 13, 772 patients in Japan. Ann Surg 2007;245:909–922CrossRefPubMed Minagawa M, Ikai I, Matsuyama Y, et al. Staging of hepatocellular carcinoma: assessment of the Japanese TNM and AJCC/UICC TNM systems in a cohort of 13, 772 patients in Japan. Ann Surg 2007;245:909–922CrossRefPubMed
22.
go back to reference Chung H, Kudo M, Takahashi S, et al. Review of current staging systems for hepatocellular carcinoma. Hepatol Res 2007;37:S210–S215CrossRefPubMed Chung H, Kudo M, Takahashi S, et al. Review of current staging systems for hepatocellular carcinoma. Hepatol Res 2007;37:S210–S215CrossRefPubMed
23.
go back to reference Guglielmi A, Ruzzenente A, Pachera S, et al. Comparison of seven staging systems in cirrhotic patients with hepatocellular carcinoma in a cohort of patients who underwent radiofrequency ablation with complete response. Am J Gastroenterol 2008;103(3):597–604 Guglielmi A, Ruzzenente A, Pachera S, et al. Comparison of seven staging systems in cirrhotic patients with hepatocellular carcinoma in a cohort of patients who underwent radiofrequency ablation with complete response. Am J Gastroenterol 2008;103(3):597–604
24.
go back to reference Pawarode A, Voravud N, Sriuranpong V, et al. Natural history of untreated primary hepatocellular carcinoma: a retrospective study of 157 patients. Am J Clin Oncol 1998;21:386–391CrossRefPubMed Pawarode A, Voravud N, Sriuranpong V, et al. Natural history of untreated primary hepatocellular carcinoma: a retrospective study of 157 patients. Am J Clin Oncol 1998;21:386–391CrossRefPubMed
25.
go back to reference Llado L, Virgili J, Figueras J, et al. A prognostic index of the survival of patients with unresectable hepatocellular carcinoma after transcatheter arterial chemoembolization. Cancer 2000;88:50–57CrossRefPubMed Llado L, Virgili J, Figueras J, et al. A prognostic index of the survival of patients with unresectable hepatocellular carcinoma after transcatheter arterial chemoembolization. Cancer 2000;88:50–57CrossRefPubMed
26.
go back to reference O’Suilleabhain CB, Poon RT, Yong JL, et al. Factors predictive of 5-year survival after transarterial chemoembolization for inoperable hepatocellular carcinoma. Br J Surg 2003;90:325–331CrossRefPubMed O’Suilleabhain CB, Poon RT, Yong JL, et al. Factors predictive of 5-year survival after transarterial chemoembolization for inoperable hepatocellular carcinoma. Br J Surg 2003;90:325–331CrossRefPubMed
27.
go back to reference Yamasaki T, Kimura T, Kurokawa F, et al. Prognostic factors in patients with advanced hepatocellular carcinoma receiving hepatic arterial infusion chemotherapy. J Gastroenterol 2005;40:70–78CrossRefPubMed Yamasaki T, Kimura T, Kurokawa F, et al. Prognostic factors in patients with advanced hepatocellular carcinoma receiving hepatic arterial infusion chemotherapy. J Gastroenterol 2005;40:70–78CrossRefPubMed
28.
go back to reference Kogo M, Kano A, Kiuchi Y, Mitamura K, Yoneyama K. Prognostic index for survival in patients after treatment for primary hepatocellular carcinoma. Dig Dis Sci. 2007;52(9):2444–2451 Kogo M, Kano A, Kiuchi Y, Mitamura K, Yoneyama K. Prognostic index for survival in patients after treatment for primary hepatocellular carcinoma. Dig Dis Sci. 2007;52(9):2444–2451
29.
go back to reference Couto OF, Dvorchik I, Carr BI. Causes of death in patients with unresectable hepatocellular carcinoma. Dig Dis Sci 2007;52:3285–3289CrossRefPubMed Couto OF, Dvorchik I, Carr BI. Causes of death in patients with unresectable hepatocellular carcinoma. Dig Dis Sci 2007;52:3285–3289CrossRefPubMed
30.
go back to reference Dvorchik I, Carr BI. A simple prognostic scoring system for patients with unresectable hepatocellular carcinoma treated by chemo-embolization. Cancer Detect Prev 2007;31:154–160CrossRefPubMed Dvorchik I, Carr BI. A simple prognostic scoring system for patients with unresectable hepatocellular carcinoma treated by chemo-embolization. Cancer Detect Prev 2007;31:154–160CrossRefPubMed
31.
go back to reference Johnson PJ, Melia WM, Palmer MK, et al. Relationship between serum alpha-fetoprotein, cirrhosis and survival in hepatocellular carcinoma. Br J Cancer 1981;44:502–505PubMed Johnson PJ, Melia WM, Palmer MK, et al. Relationship between serum alpha-fetoprotein, cirrhosis and survival in hepatocellular carcinoma. Br J Cancer 1981;44:502–505PubMed
32.
go back to reference Wang CS, Lin CL, Lee HC, et al. Usefulness of serum des-gamma-carboxy prothrombin in detection of hepatocellular carcinoma. World J Gastroenterol 2005;11:6115–6119PubMed Wang CS, Lin CL, Lee HC, et al. Usefulness of serum des-gamma-carboxy prothrombin in detection of hepatocellular carcinoma. World J Gastroenterol 2005;11:6115–6119PubMed
33.
go back to reference Carr BI, Kanke F, Wise M, et al. Clinical evaluation of lens culinaris agglutinin-reactive alpha-fetoprotein and des-gamma-carboxy prothrombin in histologically proven hepatocellular carcinoma in the United States. Dig Dis Sci 2007;52:776–782CrossRefPubMed Carr BI, Kanke F, Wise M, et al. Clinical evaluation of lens culinaris agglutinin-reactive alpha-fetoprotein and des-gamma-carboxy prothrombin in histologically proven hepatocellular carcinoma in the United States. Dig Dis Sci 2007;52:776–782CrossRefPubMed
34.
go back to reference Toyoda H, Kumada T, Osaki Y, et al. Role of tumor markers in assessment of tumor progression and prediction of outcomes in patients with hepatocellular carcinoma. Hepatol Res 2007;37:S166–S171CrossRefPubMed Toyoda H, Kumada T, Osaki Y, et al. Role of tumor markers in assessment of tumor progression and prediction of outcomes in patients with hepatocellular carcinoma. Hepatol Res 2007;37:S166–S171CrossRefPubMed
35.
go back to reference Volk ML, Hernandez JC, Su GL, et al. Risk factors for hepatocellular carcinoma may impair the performance of biomarkers: a comparison of AFP, DCP, and AFP-L3. Cancer Biomark 2007;3:79–87PubMed Volk ML, Hernandez JC, Su GL, et al. Risk factors for hepatocellular carcinoma may impair the performance of biomarkers: a comparison of AFP, DCP, and AFP-L3. Cancer Biomark 2007;3:79–87PubMed
36.
go back to reference Shirabe K, Itoh S, Yoshizumi T, et al. The predictors of microvascular invasion in candidates for liver transplantation with hepatocellular carcinoma-with special reference to the serum levels of des-gamma-carboxy prothrombin. J Surg Oncol 2007;95:235–240CrossRefPubMed Shirabe K, Itoh S, Yoshizumi T, et al. The predictors of microvascular invasion in candidates for liver transplantation with hepatocellular carcinoma-with special reference to the serum levels of des-gamma-carboxy prothrombin. J Surg Oncol 2007;95:235–240CrossRefPubMed
37.
go back to reference Capurro M, Wanless IR, Sherman M, et al. Glypican-3: a novel serum and histochemical marker for hepatocellular carcinoma. Gastroenterology 2003;125:89–97CrossRefPubMed Capurro M, Wanless IR, Sherman M, et al. Glypican-3: a novel serum and histochemical marker for hepatocellular carcinoma. Gastroenterology 2003;125:89–97CrossRefPubMed
38.
go back to reference Feng JT, Liu YK, Song HY, et al. Heat-shock protein 27: a potential biomarker for hepatocellular carcinoma identified by serum proteome analysis. Proteomics 2005;5:4581–4588CrossRefPubMed Feng JT, Liu YK, Song HY, et al. Heat-shock protein 27: a potential biomarker for hepatocellular carcinoma identified by serum proteome analysis. Proteomics 2005;5:4581–4588CrossRefPubMed
39.
go back to reference Di Tommaso L, Franchi G, Park YN, et al. Diagnostic value of HSP70, glypican 3, and glutamine synthetase in hepatocellular nodules in cirrhosis. Hepatology 2007;45:725–734CrossRefPubMed Di Tommaso L, Franchi G, Park YN, et al. Diagnostic value of HSP70, glypican 3, and glutamine synthetase in hepatocellular nodules in cirrhosis. Hepatology 2007;45:725–734CrossRefPubMed
40.
go back to reference Kim J, Ki SS, Lee SD, et al. Elevated plasma osteopontin levels in patients with hepatocellular carcinoma. Am J Gastroenterol 2006;101:2051–2059CrossRefPubMed Kim J, Ki SS, Lee SD, et al. Elevated plasma osteopontin levels in patients with hepatocellular carcinoma. Am J Gastroenterol 2006;101:2051–2059CrossRefPubMed
41.
go back to reference Lee JS, Chu IS, Heo J, et al. Classification and prediction of survival in hepatocellular carcinoma by gene expression profiling. Hepatology 2004;40:667–676CrossRefPubMed Lee JS, Chu IS, Heo J, et al. Classification and prediction of survival in hepatocellular carcinoma by gene expression profiling. Hepatology 2004;40:667–676CrossRefPubMed
42.
go back to reference Sun W, Xing B, Sun Y, et al. Proteome analysis of hepatocellular carcinoma by two-dimensional difference gel electrophoresis: novel protein markers in hepatocellular carcinoma tissues. Mol Cell Proteomics 2007;6:1798–1808CrossRefPubMed Sun W, Xing B, Sun Y, et al. Proteome analysis of hepatocellular carcinoma by two-dimensional difference gel electrophoresis: novel protein markers in hepatocellular carcinoma tissues. Mol Cell Proteomics 2007;6:1798–1808CrossRefPubMed
43.
go back to reference Jia HL, Ye QH, Qin LX, et al. Gene expression profiling reveals potential biomarkers of human hepatocellular carcinoma. Clin Cancer Res 2007;13:1133–1139CrossRefPubMed Jia HL, Ye QH, Qin LX, et al. Gene expression profiling reveals potential biomarkers of human hepatocellular carcinoma. Clin Cancer Res 2007;13:1133–1139CrossRefPubMed
44.
go back to reference Poon TC, Yip TT, Chan AT, et al. Comprehensive proteomic profiling identifies serum proteomic signatures for detection of hepatocellular carcinoma and its subtypes. Clin Chem 2003;49:752–760CrossRefPubMed Poon TC, Yip TT, Chan AT, et al. Comprehensive proteomic profiling identifies serum proteomic signatures for detection of hepatocellular carcinoma and its subtypes. Clin Chem 2003;49:752–760CrossRefPubMed
45.
go back to reference Budhu AS, Zipser B, Forgues M, et al. The molecular signature of metastases of human hepatocellular carcinoma. Oncology 2005;69(Suppl 1):23–27CrossRefPubMed Budhu AS, Zipser B, Forgues M, et al. The molecular signature of metastases of human hepatocellular carcinoma. Oncology 2005;69(Suppl 1):23–27CrossRefPubMed
46.
go back to reference Kaposi-Novak P, Lee JS, Gomez-Quiroz L, et al. Met-regulated expression signature defines a subset of human hepatocellular carcinomas with poor prognosis and aggressive phenotype. J Clin Invest 2006;116:1582–1595CrossRefPubMed Kaposi-Novak P, Lee JS, Gomez-Quiroz L, et al. Met-regulated expression signature defines a subset of human hepatocellular carcinomas with poor prognosis and aggressive phenotype. J Clin Invest 2006;116:1582–1595CrossRefPubMed
47.
go back to reference Lo CM, Ngan H, Tso WK, et al. Randomized controlled trial of transarterial lipiodol chemoembolization for unresectable hepatocellular carcinoma. Hepatology 2002;35:1164–1171CrossRefPubMed Lo CM, Ngan H, Tso WK, et al. Randomized controlled trial of transarterial lipiodol chemoembolization for unresectable hepatocellular carcinoma. Hepatology 2002;35:1164–1171CrossRefPubMed
Metadata
Title
Tumor and liver determinants of prognosis in unresectable hepatocellular carcinoma: a large case cohort study
Authors
Brian I. Carr
Petr Pancoska
Robert A. Branch
Publication date
01-03-2010
Publisher
Springer-Verlag
Published in
Hepatology International / Issue 1/2010
Print ISSN: 1936-0533
Electronic ISSN: 1936-0541
DOI
https://doi.org/10.1007/s12072-009-9157-7

Other articles of this Issue 1/2010

Hepatology International 1/2010 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine