ArticleJHEP reports : innovation in hepatology2021
External validation of the Toronto hepatocellular carcinoma risk index in a Swedish population.
Article in JHEP reports : innovation in hepatology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.
- EASL-EASD-EASO Clinical Practice Guidelines on the Management of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD).Obesity facts · 2024Guideline
- Risk-stratified surveillance for hepatocellular carcinoma.Hepatology communications · 2026Review
- HCC risk stratification scores: insights from large multi-center national cohort study.Scientific reports · 2026Article
- Phase 3 Validation of PAaM for Hepatocellular Carcinoma Risk Stratification in Cirrhosis.Gastroenterology · 2025Article
- Hepatocellular carcinoma risk scores for non-viral liver disease: A systematic review and meta-analysis.JHEP reports : innovation in hepatology · 2025Article
- Metabolomics biomarkers of hepatocellular carcinoma in a prospective cohort of patients with cirrhosis.JHEP reports : innovation in hepatology · 2024Article
- Surveillance for Hepatocellular Carcinoma in Patients with Successfully Treated Viral Disease of the Liver: A Systematic Review.Liver cancer · 2024Review
- The hepatocellular carcinoma risk in patients with HBV-related cirrhosis: a competing risk nomogram based on a 4-year retrospective cohort study.Frontiers in oncology · 2024Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
BACKGROUND &
aimsThe Toronto hepatocellular carcinoma (HCC) risk index (THRI) is a predictive model to determine the risk of HCC in patients with cirrhosis. This study aimed to externally validate the THRI in a Swedish setting to investigate whether it could identify patients not requiring HCC surveillance.
methodsFrom 2004-2017, 2,491 patients with cirrhosis at the Karolinska University Hospital were evaluated. Patients were classified into low-, intermediate- and high-risk groups for future HCC according to the THRI. Harrell's C-index, calibration-in-the-large, calibration slope and goodness-of-fit estimates were calculated to assess model discrimination and calibration. Cox proportional hazards regression was used to determine the risk of HCC.
resultsMost patients were male (n = 1,638, 66%). The most common etiologies of cirrhosis were steatohepatitis (n = 1,182, 48%) followed by viral hepatitis (n = 987, 40%). In all, 131 patients (5.3%) were designated as low risk for HCC. Harrell's C-index was 0.69. Calibration-in-the-large (0.11), calibration slope (1.24, not different from 1,
conclusionsIn a Swedish setting, the THRI could differentiate between low- and high-risk of HCC development. However, because the low-risk group was relatively small (5.3%), the clinical applicability of the THRI could be limited. LAY SUMMARY: The Toronto hepatocellular carcinoma (HCC) risk index (THRI) is a novel prediction model used to stratify patients with cirrhosis based on future risk of HCC. In this study, the THRI was validated in an external cohort using the TRIPOD guidance. Few patients were identified as low-risk, and the THRI had a modest discriminative ability, limiting its clinical applicability.
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