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Validation of Texas Hepatocellular Carcinoma Consortium Risk Index in the Hepatocellular Carcinoma Early Detection Strategy Study

Fasiha Kanwal, Camden Lopez, Jing Ning, Michelle Luster, K. Rajender Reddy, Neehar D. Parikh, Amit G. Singal, Jorge A. Marrero, Jagpreet Chhatwal, Ziding Feng, Stephanie Page-Lester, Eugene J. Koay, Hashem B. El-Serag

Research output: Contribution to journalArticlepeer-review

Abstract

Background & Aims We previously developed a hepatocellular carcinoma (HCC) risk stratification model, the Texas HCC Consortium Risk Index (THCC-RI), for patients with cirrhosis. In this cohort study, we aimed to externally validate THCC-RI in a prospective cohort of patients with cirrhosis. Methods We used data from the Hepatocellular Carcinoma Early Detection Strategy (HEDS) Study, a prospective cohort of patients with cirrhosis enrolled in regular HCC surveillance at 7 centers in the United States. Patients were followed from enrollment until HCC diagnosis, liver transplantation, death, or December 2023. Results The analysis was conducted in 1560 patients who contributed a total of 5051 person-years of follow-up (mean age, 59 years; 47% women; 40% with hepatitis C; 16% alcohol-associated disease; and 22% metabolic dysfunction-associated steatotic liver disease). Over a median follow-up of 2.5 years, 114 patients developed HCC. The THCC-RI had a C-index of 0.77 (95% confidence interval [CI], 0.64–0.85), with area under the receiver operating characteristic curve estimates of 0.77 (95% CI, 0.65–0.85) at 1 year, 0.73 (95% CI, 0.66–0.79) at 3 years, and 0.71 (95% CI, 0.65–0.77) at 5 years. THCC-RI was well-calibrated, with good agreement between observed and predicted risk. Compared with the medium-risk group (deciles 3–8), the high-risk group (deciles 9, 10) had 3.5-fold (hazard ratio, 3.5; 95% CI, 2.4–5.1) higher risk of HCC. THCC-RI had similar discrimination as the Age, Male, Albumin-bilirubin, and Platelets (aMAP) score during the first 2 years of follow-up, but the areas under the receiver operating characteristic curve for aMAP dropped more than those for THCC-RI as the time horizon expanded beyond 3 years. Conclusions In an independent multi-center cohort, THCC-RI had good performance for predicting the future risk of HCC in patients with cirrhosis, with stable discrimination and calibration over a 5-year follow-up. Implementation of THCC-RI into clinical care pathways requires further research.

Original languageEnglish (US)
JournalClinical Gastroenterology and Hepatology
DOIs
StateAccepted/In press - 2026

Keywords

  • Biomarkers
  • Cirrhosis
  • Hepatitis C
  • Risk Prediction
  • Screening
  • Surveillance

ASJC Scopus subject areas

  • Hepatology
  • Gastroenterology

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