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Assessing risk scores for predicting hepatocellular carcinoma in Thai patients with chronic hepatitis B
Thanachote Kamalapirat1, Kesinee Yingcharoen2, Teerapat Ungtrakul1
1Faculty of Medicine and Public Health, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand.
Insights
This study validated hepatocellular carcinoma (HCC) risk scores in Chronic Hepatitis B (CHB) patients. While scores were accurate overall, they performed better in treated patients than untreated ones.
Area of Science:
- Hepatology and Gastroenterology
- Oncology
- Epidemiology
Background:
- Chronic Hepatitis B (CHB) infection is a leading cause of hepatocellular carcinoma (HCC), particularly in Asia.
- Existing HCC risk prediction models are often validated in specific patient groups (treated or untreated).
- Limited data exists on the performance of these models in mixed cohorts of treated and untreated CHB patients.
Purpose of the Study:
- To analyze and validate various HCC risk prediction scores in a mixed cohort of treated and untreated CHB patients.
- To assess the accuracy and comparability of different HCC risk scores.
- To identify potential differences in predictive performance between treated and untreated CHB patient subgroups.
Main Methods:
- A cohort of 2208 CHB patients in a Thai HCC surveillance program was analyzed.
- Baseline clinical and radiological data were used to calculate multiple HCC risk scores.
- HCC development was tracked over a 5.9-year follow-up period, with 0.9% developing HCC.
Main Results:
- Several HCC risk scores demonstrated accurate and comparable overall predictive performance at 5 years.
- Areas under the receiver operating characteristic curves (AUROCs) ranged from 0.70 to 0.80.
- Subgroup analysis indicated superior HCC risk prediction in treated CHB patients compared to untreated patients.
Conclusions:
- Current HCC risk scores are generally accurate for CHB patients but show variability in performance.
- The predictive utility of these scores is diminished in CHB patients not meeting criteria for antiviral therapy.
- Clinicians should exercise caution when applying HCC risk scores to untreated CHB patient populations.
Abstract:
Chronic hepatitis B (CHB) infection-associated hepatocellular carcinoma (HCC) is a major health problem in Asian countries. Several HCC risk prediction models have been developed using either treated or untreated CHB patients. However, there is limited validation of these risk scores in a treated and untreated mixed CHB patient cohort. This study analysed and validated HCC risk scores among 2208 CHB patients who enrolled in the HCC surveillance programme in Thailand during July 2010. The baseline clinical and radiologic data of these CHB patients were applied to calculate various HCC risk scores. There were 20 patients (0.9%) with HCC development at the 5.9-year follow-up. The areas under the receiver operating characteristic curves (AUROCs) predicting HCC risk at 5 years were 0.80 (0.68-0.91), 0.73 (0.60-0.85), 0.79 (0.67-0.91), 0.70 (0.58-0.82), 0.72 (0.59-0.85), 0.76 (0.63-0.87) and 0.77 (0.64-0.89) for the GAG-HCC, CU-HCC, REACH-B, PAGE-B, mPAGE-B, CAMD and AASL scores, respectively. The overall HCC risk scores were accurate and comparable. However, the subgroup analysis revealed better HCC-risk-predictive performance in the treated patients, while performance was less helpful in those not fulfilling criteria for antiviral therapy. Clinicians should be aware of these data when using the HCC risk score in untreated CHB patients.
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