Abstract
Purpose
Surgical resection remains the gold standard for hepatocellular carcinoma (HCC). Although various staging systems have been developed in recent years, the best tool for staging of HCC remains controversial. The aims of this study were to establish a new staging for patients with HCC undergoing surgical resection and to indentify whether this staging is superior to other staging systems in predicting survival of resectable HCC.
Methods
The subjects of this retrospective study were 958 consecutive HCC patients who underwent surgical resection between 2000 and 2006. Predictors of survival were identified using the Kaplan–Meier method and the Cox model. The disease state was staged by our proposed Eastern staging system by integrating independent risk predictors, as well as six existing staging systems. The accuracy of prediction of 1-, 3-, and 5-year mortality for each system was evaluated by the area under the receiver operating characteristic curve (AUC).
Results
Macroscopic vascular invasion, multiple tumors, performance status 1–2, microscopic vascular invasion, extrahepatic spread, tumor size > 5 cm, albumin < 35 g/L, aspartate aminotransferase > 40 U/L, total bilirubin > 17 μmol/L, and presence of cirrhosis were identified as independent risk factors of survival after resection by multivariate analysis. The comparison of the results of the different staging systems showed that our Eastern staging had the best homogeneity (likelihood ratio χ2 test 543.51, P < 0.001), monotonicity of gradients (linear trend χ2 test 414.97, P < 0.001), and discriminatory ability (the highest AUCs for 1-, 3-, and 5-year mortality).
Conclusions
Compared with other existing staging systems, our proposed Eastern staging system shows a superior predictive ability in a Chinese cohort of patients with resectable HCC, and it can give important prognostic information after surgery.
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Abbreviations
- HCC:
-
Hepatocellular carcinoma
- HBV:
-
Hepatitis B virus
- AJCC:
-
American Joint Committee on Cancer Staging
- TNM:
-
Tumor node metastasis
- CLIP:
-
Cancer of Liver Italian Program
- BCLC:
-
Barcelona Clinic Liver Cancer
- CUPI:
-
Chinese University Prognostic Index
- JIS:
-
Japanese Integrated System
- ECOG:
-
Eastern Cooperative Oncology Group
- PEI:
-
Percutaneous ethanol injection
- AFP:
-
Alpha-fetoprotein
- TACE:
-
Transarterial chemoembolization
- ROC:
-
Receiver operating characteristic
- AUC:
-
Area under curve
- HCV:
-
Hepatitis C virus
- PVT:
-
Portal vein thrombosis
- TB:
-
Total bilirubin
- ALB:
-
Albumin
- AST:
-
Aspartate aminotransferase
- LR:
-
Likelihood ratio
References
Bruix J, Llovet JM (2009) Major achievements in hepatocellular carcinoma. Lancet 373:614–616
Bruix J, Sherman M (2005) Management of hepatocellular carcinoma. Hepatology 42:1208–1236
Bruix J, Sherman M, Llovet JM, Beaugrand M, Lencioni R, Burroughs AK, Christensen E, Pagliaro L, Colombo M, Rodes J (2001) Clinical management of hepatocellular carcinoma. Conclusions of the Barcelona-2000 EASL conference. European Association for the Study of the Liver. J Hepatol 35:421–430
Chen MF, Tsai HP, Jeng LB, Lee WC, Yeh CN, Yu MC, Hung CM (2003) Prognostic factors after resection for hepatocellular carcinoma in noncirrhotic livers: univariate and multivariate analysis. World J Surg 27:443–447
Chen TW, Chu CM, Yu JC, Chen CJ, Chan DC, Liu YC, Hsieh CB (2007) Comparison of clinical staging systems in predicting survival of hepatocellular carcinoma patients receiving major or minor hepatectomy. Eur J Surg Oncol 33:480–487
Chen CH, Hu FC, Huang GT, Lee PH, Tsang YM, Cheng AL, Chen DS, Wang JD, Sheu JC (2009) Applicability of staging systems for patients with hepatocellular carcinoma is dependent on treatment method–analysis of 2010 Taiwanese patients. Eur J Cancer 45:1630–1639
Cillo U, Bassanello M, Vitale A, Grigoletto FA, Burra P, Fagiuoli S, D’Amico F, Ciarleglio FA, Boccagni P, Brolese A, Zanus G, D’Amico DF (2004) The critical issue of hepatocellular carcinoma prognostic classification: which is the best tool available. J Hepatol 40:124–131
Cillo U, Vitale A, Grigoletto F, Farinati F, Brolese A, Zanus G, Neri D, Boccagni P, Srsen N, D’Amico F, Ciarleglio FA, Bridda A, D’Amico DF (2006) Prospective validation of the Barcelona Clinic Liver Cancer staging system. J Hepatol 44:723–731
Feinstein AR (1972) Clinical biostatistics. XVI. The process of prognostic stratification. 2. Clin Pharmacol Ther 13:609–624
Grazi GL, Cescon M, Ravaioli M, Ercolani G, Gardini A, Del GM, Vetrone G, Cavallari A (2003) Liver resection for hepatocellular carcinoma in cirrhotics and noncirrhotics. Evaluation of clinicopathologic features and comparison of risk factors for long-term survival and tumour recurrence in a single centre. Aliment Pharmacol Ther 17(Suppl 2):119–129
Greene FL, Page DL, Fleming ID, Fritz AG, Balch CM, Haller DG, Morrow M (2002) AJCC Cancer staging manual, 6th edn. Springer, New York
Hanley JA, McNeil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143:29–36
Hanley JA, McNeil BJ (1983) A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology 148:839–843
Hosmer DW, Hosmer T, Le CS, Lemeshow S (1997) A comparison of goodness-of-fit tests for the logistic regression model. Stat Med 16:965–980
Investigators TC (1998) A new prognostic system for hepatocellular carcinoma: a retrospective study of 435 patients: the Cancer of the Liver Italian Program (CLIP) investigators. Hepatology 28:751–755
Investigators TC (2000) Prospective validation of the CLIP score: a new prognostic system for patients with cirrhosis and hepatocellular carcinoma. The Cancer of the Liver Italian Program (CLIP) Investigators. Hepatology 31:840–845
Kudo M, Chung H, Osaki Y (2003) Prognostic staging system for hepatocellular carcinoma (CLIP score): its value and limitations, and a proposal for a new staging system, the Japan Integrated Staging Score (JIS score). J Gastroenterol 38:207–215
Lei HJ, Chau GY, Lui WY, Tsay SH, King KL, Loong CC, Wu CW (2006) Prognostic value and clinical relevance of the 6th Edition 2002 American Joint Committee on Cancer staging system in patients with resectable hepatocellular carcinoma. J Am Coll Surg 203:426–435
Leung TW, Tang AM, Zee B, Lau WY, Lai PB, Leung KL, Lau JT, Yu SC, Johnson PJ (2002) 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 94:1760–1769
Levy I, Sherman M (2002) Staging of hepatocellular carcinoma: assessment of the CLIP, Okuda, and Child-Pugh staging systems in a cohort of 257 patients in Toronto. Gut 50:881–885
Llovet JM, Bru C, Bruix J (1999a) Prognosis of hepatocellular carcinoma: the BCLC staging classification. Semin Liver Dis 19:329–338
Llovet JM, Bustamante J, Castells A, Vilana R, Ayuso MC, Sala M, Bru C, Rodes J, Bruix J (1999b) Natural history of untreated nonsurgical hepatocellular carcinoma: rationale for the design and evaluation of therapeutic trials. Hepatology 29:62–67
Llovet JM, Di BAM, Bruix J, Kramer BS, Lencioni R, Zhu AX, Sherman M, Schwartz M, Lotze M, Talwalkar J, Gores GJ (2008a) Design and endpoints of clinical trials in hepatocellular carcinoma. J Natl Cancer Inst 100:698–711
Llovet JM, Ricci S, Mazzaferro V, Hilgard P, Gane E, Blanc JF, de Oliveira AC, Santoro A, Raoul JL, Forner A, Schwartz M, Porta C, Zeuzem S, Bolondi L, Greten TF, Galle PR, Seitz JF, Borbath I, Haussinger D, Giannaris T, Shan M, Moscovici M, Voliotis D, Bruix J (2008b) Sorafenib in advanced hepatocellular carcinoma. N Engl J Med 359:378–390
Luo KZ, Itamoto T, Amano H, Oshita A, Ushitora Y, Tanimoto Y, Ohdan H, Tashiro H, Asahara T (2008) Comparative study of the Japan Integrated Stage (JIS) and modified JIS score as a predictor of survival after hepatectomy for hepatocellular carcinoma. J Gastroenterol 43:369–377
Markovic S, Gadzijev E, Stabuc B, Croce LS, Masutti F, Surlan M, Berden P, Brencic E, Visnar-Perovic A, Sasso F, Ferlan-Marolt V, Mucelli FP, Cesar R, Sponza M, Tiribelli C (1998) Treatment options in Western hepatocellular carcinoma: a prospective study of 224 patients. J Hepatol 29:650–659
Marrero JA, Fontana RJ, Barrat A, Askari F, Conjeevaram HS, Su GL, Lok AS (2005) Prognosis of hepatocellular carcinoma: comparison of 7 staging systems in an American cohort. Hepatology 41:707–716
Noda T, Sasaki Y, Yamada T, Eguchi H, Yano M, Ohigashi H, Ishikawa O, Imaoka S (2009) Usefulness of the CLIP scoring system for prediction of postoperative prognosis of patients with large hepatocellular carcinoma. J Hepatobiliary Pancreat Surg
Okuda K, Ohtsuki T, Obata H, Tomimatsu M, Okazaki N, Hasegawa H, Nakajima Y, Ohnishi K (1985) Natural history of hepatocellular carcinoma and prognosis in relation to treatment. Study of 850 patients. Cancer 56:918–928
Parkin DM (1998) The global burden of cancer. Semin Cancer Biol 8:219–235
Poon RT, Fan ST (2003) Evaluation of the new AJCC/UICC staging system for hepatocellular carcinoma after hepatic resection in Chinese patients. Surg Oncol Clin N Am 12:35–50 viii
Poon RT, Fan ST, Lo CM, Liu CL, Ng IO, Wong J (2000a) Long-term prognosis after resection of hepatocellular carcinoma associated with hepatitis B-related cirrhosis. J Clin Oncol 18:1094–1101
Poon RT, Fan ST, Ng IO, Wong J (2000b) Significance of resection margin in hepatectomy for hepatocellular carcinoma: a critical reappraisal. Ann Surg 231:544–551
Poon D, Anderson BO, Chen LT, Tanaka K, Lau WY, Van Cutsem E, Singh H, Chow WC, Ooi LL, Chow P, Khin MW, Koo WH (2009) Management of hepatocellular carcinoma in Asia: consensus statement from the Asian Oncology Summit 2009. Lancet Oncol 10:1111–1118
Ryder S (2005) Predicting survival in early hepatocellular carcinoma. Gut 54:328–329
Tarao K, Rino Y, Ohkawa S, Tamai S, Miyakawa K, Takakura H, Endo O, Yoshitsugu M, Watanabe N, Matsuzaki S (2002) Close association between high serum alanine aminotransferase levels and multicentric hepatocarcinogenesis in patients with hepatitis C virus-associated cirrhosis. Cancer 94:1787–1795
Ueno S, Tanabe G, Sako K, Hiwaki T, Hokotate H, Fukukura Y, Baba Y, Imamura Y, Aikou T (2001) Discrimination value of the new western prognostic system (CLIP score) for hepatocellular carcinoma in 662 Japanese patients. Cancer of the Liver Italian Program. Hepatology 34:529–534
Ueno S, Tanabe G, Nuruki K, Oketani M, Komorizono Y, Hokotate H, Fukukura Y, Baba Y, Imamura Y, Aikou T (2002) Prognosis of hepatocellular carcinoma associated with Child class B and C cirrhosis in relation to treatment: a multivariate analysis of 411 patients at a single center. J Hepatobiliary Pancreat Surg 9:469–477
Vauthey JN, Lauwers GY, Esnaola NF, Do KA, Belghiti J, Mirza N, Curley SA, Ellis LM, Regimbeau JM, Rashid A, Cleary KR, Nagorney DM (2002) Simplified staging for hepatocellular carcinoma. J Clin Oncol 20:1527–1536
Villa E, Colantoni A, Camma C, Grottola A, Buttafoco P, Gelmini R, Ferretti I, Manenti F (2003) Estrogen receptor classification for hepatocellular carcinoma: comparison with clinical staging systems. J Clin Oncol 21:441–446
Wayne JD, Lauwers GY, Ikai I, Doherty DA, Belghiti J, Yamaoka Y, Regimbeau JM, Nagorney DM, Do KA, Ellis LM, Curley SA, Pollock RE, Vauthey JN (2002) Preoperative predictors of survival after resection of small hepatocellular carcinomas. Ann Surg 235:722–730 (discussion 730-1)
Wild CP, Hall AJ (2000) Primary prevention of hepatocellular carcinoma in developing countries. Mutat Res 462:381–393
Wu M (2001) Clinical advances in primary liver cancer in China. Hepatogastroenterology 48:29–32
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T. Yang, J. Zhang, and J.-H. Lu contributed equally to this work.
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Yang, T., Zhang, J., Lu, JH. et al. A new staging system for resectable hepatocellular carcinoma: comparison with six existing staging systems in a large Chinese cohort. J Cancer Res Clin Oncol 137, 739–750 (2011). https://doi.org/10.1007/s00432-010-0935-3
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DOI: https://doi.org/10.1007/s00432-010-0935-3