Toronto HCC risk index: A validated scoring system to predict 10-year risk of HCC in patients with cirrhosis
- PMID: 28844936
- DOI: 10.1016/j.jhep.2017.07.033
Toronto HCC risk index: A validated scoring system to predict 10-year risk of HCC in patients with cirrhosis
Abstract
Background & aims: Current guidelines recommend biannual surveillance for hepatocellular carcinoma (HCC) in all patients with cirrhosis, regardless of etiology. However, HCC incidence is not well established for many causes of cirrhosis. We aimed to assess the disease-specific incidence of HCC in a large cohort of patients with cirrhosis and to develop a scoring system to predict HCC risk.
Methods: A derivation cohort of patients with cirrhosis diagnosed by biopsy or non-invasive measures was identified through retrospective chart review. The disease-specific incidence of HCC was calculated according to etiology of cirrhosis. Factors associated with HCC were identified through multivariable Cox regression and used to develop a scoring system to predict HCC risk. The scoring system was evaluated in an external cohort for validation.
Results: Of 2,079 patients with cirrhosis and ≥6months follow-up, 226 (10.8%) developed HCC. The 10-year cumulative incidence of HCC varied by etiologic category from 22% in patients with viral hepatitis, to 16% in those with steatohepatitis and 5% in those with autoimmune liver disease (p<0.001). By multivariable Cox regression, age, sex, etiology and platelets were associated with HCC. Points were assigned in proportion to each hazard ratio to create the Toronto HCC Risk Index (THRI). The 10-year cumulative HCC incidence was 3%, 10% and 32% in the low-risk (<120points), medium-risk (120-240) and high-risk (>240) groups respectively, values that remained consistent after internal validation. External validation was performed on a cohort of patients with primary biliary cirrhosis, hepatitis B viral and hepatitis C viral cirrhosis (n=1,144), with similar predictive ability (Harrell's c statistic 0.77) in the validation and derivation cohorts.
Conclusion: HCC incidence varies markedly by etiology of cirrhosis. The THRI, using readily available clinical and laboratory parameters, has good predictive ability for HCC in patients with cirrhosis, and has been validated in an external cohort. This risk score may help to guide recommendations regarding HCC surveillance among patients with cirrhosis.
Lay summary: HCC incidence varies markedly depending on the underlying cause of cirrhosis. Herein, using readily available clinical and laboratory parameters we describe a risk score, THRI, which has a good predictive ability for HCC in patients with cirrhosis, and has been validated in an external cohort. This risk score may help to guide recommendations regarding HCC surveillance among patients with cirrhosis.
Keywords: Cirrhosis; Cumulative incidence; HCC; Hepatocellular carcinoma; Toronto hepatoma risk index (THRI).
Copyright © 2017 European Association for the Study of the Liver. Published by Elsevier B.V. All rights reserved.
Comment in
-
Individualized prediction of hepatocellular carcinoma occurrence in a large cohort of patients with cirrhosis.J Hepatol. 2018 Oct;69(4):975-976. doi: 10.1016/j.jhep.2018.06.007. Epub 2018 Jul 23. J Hepatol. 2018. PMID: 30049546 No abstract available.
Similar articles
-
External validation of the Toronto hepatocellular carcinoma risk index in a Swedish population.JHEP Rep. 2021 Aug 8;3(5):100343. doi: 10.1016/j.jhepr.2021.100343. eCollection 2021 Oct. JHEP Rep. 2021. PMID: 34611618 Free PMC article.
-
Validation of the Toronto hepatocellular carcinoma risk index for patients with cirrhosis in China: a retrospective cohort study.World J Surg Oncol. 2019 Apr 30;17(1):75. doi: 10.1186/s12957-019-1619-3. World J Surg Oncol. 2019. PMID: 31039803 Free PMC article.
-
Deep learning model for prediction of hepatocellular carcinoma in patients with HBV-related cirrhosis on antiviral therapy.JHEP Rep. 2020 Aug 30;2(6):100175. doi: 10.1016/j.jhepr.2020.100175. eCollection 2020 Dec. JHEP Rep. 2020. PMID: 33117971 Free PMC article.
-
Hepatocellular carcinoma in cirrhosis: incidence and risk factors.Gastroenterology. 2004 Nov;127(5 Suppl 1):S35-50. doi: 10.1053/j.gastro.2004.09.014. Gastroenterology. 2004. PMID: 15508101 Review.
-
HCC in patients without cirrhosis: A review.Clin Liver Dis (Hoboken). 2024 Jun 12;23(1):e0224. doi: 10.1097/CLD.0000000000000224. eCollection 2024 Jan-Jun. Clin Liver Dis (Hoboken). 2024. PMID: 38872781 Free PMC article. Review. No abstract available.
Cited by
-
Hepatitis B-related hepatocellular carcinoma: surveillance strategy directed by immune-epidemiology.Hepatoma Res. 2021;7:23. doi: 10.20517/2394-5079.2021.06. Epub 2021 Mar 26. Hepatoma Res. 2021. PMID: 33884303 Free PMC article.
-
Low UGP2 Expression Is Associated with Tumour Progression and Predicts Poor Prognosis in Hepatocellular Carcinoma.Dis Markers. 2020 Jul 11;2020:3231273. doi: 10.1155/2020/3231273. eCollection 2020. Dis Markers. 2020. PMID: 32733617 Free PMC article.
-
Risk stratification and early detection biomarkers for precision HCC screening.Hepatology. 2023 Jul 1;78(1):319-362. doi: 10.1002/hep.32779. Epub 2022 Oct 11. Hepatology. 2023. PMID: 36082510 Free PMC article. Review.
-
The Burden of Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease: Screening Issue and Future Perspectives.Int J Mol Sci. 2019 Nov 9;20(22):5613. doi: 10.3390/ijms20225613. Int J Mol Sci. 2019. PMID: 31717576 Free PMC article. Review.
-
Combination of squamous cell carcinoma antigen immunocomplex and alpha-fetoprotein in mid- and long-term prediction of hepatocellular carcinoma among cirrhotic patients.World J Gastroenterol. 2021 Dec 28;27(48):8343-8356. doi: 10.3748/wjg.v27.i48.8343. World J Gastroenterol. 2021. PMID: 35068873 Free PMC article.
LinkOut - more resources
Full Text Sources
Other Literature Sources