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Erschienen in: Digestive Diseases and Sciences 9/2018

28.05.2018 | Original Article

The Prognostic Ability of Major Hepatocellular Carcinoma Staging Systems Is Improved by Including a Treatment Variable

verfasst von: Michael C. Wallace, Matthew Knuiman, Yi Huang, George Garas, Leon A. Adams, Gerry MacQuillan, David B. Preen, Gary P. Jeffrey

Erschienen in: Digestive Diseases and Sciences | Ausgabe 9/2018

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Abstract

Background and Aims

There has been significant debate regarding which hepatocellular carcinoma (HCC) staging system is best able to predict survival. We hypothesized that the prognostic ability of the Barcelona Clinic Liver Cancer (BCLC) and Hong Kong Liver Cancer (HKLC) systems would be improved with the addition of an explicit treatment variable.

Methods

We performed an analysis of a prospectively enrolled cohort of 292 patients undergoing 532 treatment episodes for HCC from 2006 to 2014. BCLC, standard nine-stage HKLC (HKLC9), and modified five-stage HKLC (HKLC5) for each treatment episode were assessed. Overall survival and time to disease progression were calculated for the initial treatment, re-treatment, and overall treatment cohorts. We compared the performance of various prognostic models including staging system alone, treatment alone, and staging system plus treatment using the corrected Akaike information criterion and Harrell’s C statistic.

Results

The BCLC, HKLC5, and HKLC9 systems were significant predictors of survival and time to progression for all treatment cohorts (log rank test, p < 0.001). The addition of a treatment variable significantly improved (p < 0.01) the prognostic ability of the survival and time to progression models compared with those containing only the BCLC or HKLC stage across all treatment cohorts other than survival in re-treatment for BCLC (p = 0.094).

Conclusions

Adding a treatment variable to major HCC staging systems improves their ability to predict survival and time to progression in initial treatment, re-treatment, and overall.
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Literatur
1.
Zurück zum Zitat Petrick JL, Braunlin M, Laversanne M, Valery PC, Bray F, McGlynn KA. International trends in liver cancer incidence, overall and by histologic subtype, 1978–2007. Int J Cancer. 2016;139:1534–1545.CrossRefPubMedPubMedCentral Petrick JL, Braunlin M, Laversanne M, Valery PC, Bray F, McGlynn KA. International trends in liver cancer incidence, overall and by histologic subtype, 1978–2007. Int J Cancer. 2016;139:1534–1545.CrossRefPubMedPubMedCentral
2.
Zurück zum Zitat Wallace MC, Preen D, Jeffrey GP, Adams LA. The evolving epidemiology of hepatocellular carcinoma: a global perspective. Expert Rev Gastroenterol Hepatol. 2015;9:765–779.CrossRefPubMed Wallace MC, Preen D, Jeffrey GP, Adams LA. The evolving epidemiology of hepatocellular carcinoma: a global perspective. Expert Rev Gastroenterol Hepatol. 2015;9:765–779.CrossRefPubMed
3.
Zurück zum Zitat White DL, Thrift AP, Kanwal F, Davila J, El-Serag HB. Incidence of hepatocellular carcinoma in all 50 United States, from 2000 through 2012. Gastroenterology. 2017;152:812–820 e5.CrossRefPubMed White DL, Thrift AP, Kanwal F, Davila J, El-Serag HB. Incidence of hepatocellular carcinoma in all 50 United States, from 2000 through 2012. Gastroenterology. 2017;152:812–820 e5.CrossRefPubMed
4.
Zurück zum Zitat Yang JD, Larson JJ, Watt KD, et al. Hepatocellular carcinoma is the most common indication for liver transplantation and placement on the waitlist in the United States. Clin Gastroenterol Hepatol. 2017;15(5):767–775 e3.CrossRefPubMed Yang JD, Larson JJ, Watt KD, et al. Hepatocellular carcinoma is the most common indication for liver transplantation and placement on the waitlist in the United States. Clin Gastroenterol Hepatol. 2017;15(5):767–775 e3.CrossRefPubMed
5.
Zurück zum Zitat De Angelis R, Sant M, Coleman MP, et al. Cancer survival in Europe 1999–2007 by country and age: results of EUROCARE-5—a population-based study. Lancet Oncol. 2014;15:23–34.CrossRefPubMed De Angelis R, Sant M, Coleman MP, et al. Cancer survival in Europe 1999–2007 by country and age: results of EUROCARE-5—a population-based study. Lancet Oncol. 2014;15:23–34.CrossRefPubMed
6.
7.
Zurück zum Zitat Sobin LH, Compton CC. TNM seventh edition: what’s new, what’s changed: communication from the International Union Against Cancer and the American Joint Committee on Cancer. Cancer. 2010;116:5336–5339.CrossRefPubMed Sobin LH, Compton CC. TNM seventh edition: what’s new, what’s changed: communication from the International Union Against Cancer and the American Joint Committee on Cancer. Cancer. 2010;116:5336–5339.CrossRefPubMed
8.
Zurück zum Zitat The Cancer of the Liver Italian Program (CLIP) Investigator. A new prognostic system for hepatocellular carcinoma: a retrospective study of 435 patients. Hepatology. 1998;28:751–755.CrossRef The Cancer of the Liver Italian Program (CLIP) Investigator. A new prognostic system for hepatocellular carcinoma: a retrospective study of 435 patients. Hepatology. 1998;28:751–755.CrossRef
9.
Zurück zum Zitat Johnson PJ, Berhane S, Kagebayashi C, et al. Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach—the ALBI grade. J Clin Oncol. 2015;33:550–558.CrossRefPubMed Johnson PJ, Berhane S, Kagebayashi C, et al. Assessment of liver function in patients with hepatocellular carcinoma: a new evidence-based approach—the ALBI grade. J Clin Oncol. 2015;33:550–558.CrossRefPubMed
10.
Zurück zum Zitat Kudo M, Chung H, Haji S, et al. Validation of a new prognostic staging system for hepatocellular carcinoma: the JIS score compared with the CLIP score. Hepatology. 2004;40:1396–1405.CrossRefPubMed Kudo M, Chung H, Haji S, et al. Validation of a new prognostic staging system for hepatocellular carcinoma: the JIS score compared with the CLIP score. Hepatology. 2004;40:1396–1405.CrossRefPubMed
11.
Zurück zum Zitat Llovet JM, Bru C, Bruix J. Prognosis of hepatocellular carcinoma: the BCLC staging classification. Semin Liver Dis. 1999;19:329–338.CrossRefPubMed Llovet JM, Bru C, Bruix J. Prognosis of hepatocellular carcinoma: the BCLC staging classification. Semin Liver Dis. 1999;19:329–338.CrossRefPubMed
12.
Zurück zum Zitat Okuda K, Ohtsuki T, Obata H, et al. Natural history of hepatocellular carcinoma and prognosis in relation to treatment. Study of 850 patients. Cancer. 1985;56:918–928.CrossRefPubMed Okuda K, Ohtsuki T, Obata H, et al. Natural history of hepatocellular carcinoma and prognosis in relation to treatment. Study of 850 patients. Cancer. 1985;56:918–928.CrossRefPubMed
13.
Zurück zum Zitat Yau T, Tang VY, Yao TJ, Fan ST, Lo CM, Poon RT. Development of Hong Kong Liver Cancer staging system with treatment stratification for patients with hepatocellular carcinoma. Gastroenterology. 2014;146:1691–1700 e3.CrossRefPubMed Yau T, Tang VY, Yao TJ, Fan ST, Lo CM, Poon RT. Development of Hong Kong Liver Cancer staging system with treatment stratification for patients with hepatocellular carcinoma. Gastroenterology. 2014;146:1691–1700 e3.CrossRefPubMed
14.
Zurück zum Zitat Adhoute X, Pénaranda G, Raoul JL, et al. 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;28:433–440.PubMed Adhoute X, Pénaranda G, Raoul JL, et al. 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;28:433–440.PubMed
15.
Zurück zum Zitat Farinati F, Vitale A, Spolverato G, et al. Development and validation of a new prognostic system for patients with hepatocellular carcinoma. PLoS Med. 2016;13:e1002006.CrossRefPubMedPubMedCentral Farinati F, Vitale A, Spolverato G, et al. Development and validation of a new prognostic system for patients with hepatocellular carcinoma. PLoS Med. 2016;13:e1002006.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Bruix J, Sherman M, D. American Association for the Study of Liver. Management of hepatocellular carcinoma: an update. Hepatology. 2011;53:1020–1022.CrossRefPubMedPubMedCentral Bruix J, Sherman M, D. American Association for the Study of Liver. Management of hepatocellular carcinoma: an update. Hepatology. 2011;53:1020–1022.CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat European Association For The Study Of The Liver, and European Organisation For Research and Treatment of Cancer. EASL-EORTC clinical practice guidelines: management of hepatocellular carcinoma. J Hepatol. 2012;56:908–943.CrossRef European Association For The Study Of The Liver, and European Organisation For Research and Treatment of Cancer. EASL-EORTC clinical practice guidelines: management of hepatocellular carcinoma. J Hepatol. 2012;56:908–943.CrossRef
18.
Zurück zum Zitat Adhoute X, Penaranda G, Bronowicki JP, Raoul JL. Usefulness of the HKLC vs. the BCLC staging system in a European HCC cohort. J Hepatol. 2015;62:492–493.CrossRefPubMed Adhoute X, Penaranda G, Bronowicki JP, Raoul JL. Usefulness of the HKLC vs. the BCLC staging system in a European HCC cohort. J Hepatol. 2015;62:492–493.CrossRefPubMed
19.
Zurück zum Zitat Kim KM, Sinn DH, Jung SH, et al. The recommended treatment algorithms of the BCLC and HKLC staging systems: Does following these always improve survival rates for HCC patients? Liver Int. 2016;36:1490–1497.CrossRefPubMed Kim KM, Sinn DH, Jung SH, et al. The recommended treatment algorithms of the BCLC and HKLC staging systems: Does following these always improve survival rates for HCC patients? Liver Int. 2016;36:1490–1497.CrossRefPubMed
20.
Zurück zum Zitat Kolly P, Reeves H, Sangro B, Knöpfli M, Candinas D, Dufour JF. Assessment of the Hong Kong Liver cancer staging system in Europe. Liver Int. 2016;36:911–917.CrossRefPubMed Kolly P, Reeves H, Sangro B, Knöpfli M, Candinas D, Dufour JF. Assessment of the Hong Kong Liver cancer staging system in Europe. Liver Int. 2016;36:911–917.CrossRefPubMed
21.
Zurück zum Zitat Liu PH, Hsu CY, Hsia CY, et al. Prognosis of hepatocellular carcinoma: assessment of eleven staging systems. J Hepatol. 2016;64:601–608.CrossRefPubMed Liu PH, Hsu CY, Hsia CY, et al. Prognosis of hepatocellular carcinoma: assessment of eleven staging systems. J Hepatol. 2016;64:601–608.CrossRefPubMed
22.
Zurück zum Zitat Liu PH, Hsu CY, Lee YH, et al. Hong Kong liver cancer staging system is associated with better performance for hepatocellular carcinoma: special emphasis on viral etiology. Medicine (Baltimore). 2015;94:e1772.CrossRef Liu PH, Hsu CY, Lee YH, et al. Hong Kong liver cancer staging system is associated with better performance for hepatocellular carcinoma: special emphasis on viral etiology. Medicine (Baltimore). 2015;94:e1772.CrossRef
23.
Zurück zum Zitat Wu L, Bartlett A, Plank L, McCall J. Validation of the Hong Kong liver cancer staging system in hepatocellular carcinoma patients treated with curative intent. J Hepatol. 2016;64:978–979.CrossRefPubMed Wu L, Bartlett A, Plank L, McCall J. Validation of the Hong Kong liver cancer staging system in hepatocellular carcinoma patients treated with curative intent. J Hepatol. 2016;64:978–979.CrossRefPubMed
24.
Zurück zum Zitat Yan X, Fu X, Cai C, Zi X, Yao H, Qiu Y. Validation of models in patients with hepatocellular carcinoma: comparison of Hong Kong Liver Cancer with Barcelona Clinic Liver Cancer staging system in a Chinese cohort. Eur J Gastroenterol Hepatol. 2015;27:1180–1186.CrossRefPubMed Yan X, Fu X, Cai C, Zi X, Yao H, Qiu Y. Validation of models in patients with hepatocellular carcinoma: comparison of Hong Kong Liver Cancer with Barcelona Clinic Liver Cancer staging system in a Chinese cohort. Eur J Gastroenterol Hepatol. 2015;27:1180–1186.CrossRefPubMed
25.
Zurück zum Zitat Sohn JH, Duran R, Zhao Y, et al. Validation of the Hong Kong Liver cancer staging system in determining prognosis of the North American patients following intra-arterial therapy. Clin Gastroenterol Hepatol. 2017;15:746–755 e4.CrossRefPubMed Sohn JH, Duran R, Zhao Y, et al. Validation of the Hong Kong Liver cancer staging system in determining prognosis of the North American patients following intra-arterial therapy. Clin Gastroenterol Hepatol. 2017;15:746–755 e4.CrossRefPubMed
26.
Zurück zum Zitat Wallace MC, Huang Y, Preen DB, et al. HKLC triages more hepatocellular carcinoma patients to curative therapies compared to BCLC and is associated with better survival. Dig Dis Sci. 2017;62:2182–2192.CrossRefPubMed Wallace MC, Huang Y, Preen DB, et al. HKLC triages more hepatocellular carcinoma patients to curative therapies compared to BCLC and is associated with better survival. Dig Dis Sci. 2017;62:2182–2192.CrossRefPubMed
27.
Zurück zum Zitat Greene FL, Sobin LH. The staging of cancer: a retrospective and prospective appraisal. CA Cancer J Clin. 2008;58:180–190.CrossRefPubMed Greene FL, Sobin LH. The staging of cancer: a retrospective and prospective appraisal. CA Cancer J Clin. 2008;58:180–190.CrossRefPubMed
Metadaten
Titel
The Prognostic Ability of Major Hepatocellular Carcinoma Staging Systems Is Improved by Including a Treatment Variable
verfasst von
Michael C. Wallace
Matthew Knuiman
Yi Huang
George Garas
Leon A. Adams
Gerry MacQuillan
David B. Preen
Gary P. Jeffrey
Publikationsdatum
28.05.2018
Verlag
Springer US
Erschienen in
Digestive Diseases and Sciences / Ausgabe 9/2018
Print ISSN: 0163-2116
Elektronische ISSN: 1573-2568
DOI
https://doi.org/10.1007/s10620-018-5132-2

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