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Improved Detection of Hepatocellular Carcinoma by Using a Longitudinal Alpha-Fetoprotein Screening Algorithm
Nabihah Tayob1, Anna S F Lok2, Kim-Anh Do1
1Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, Texas.
Summary
A new algorithm improves alpha-fetoprotein (AFP) testing for hepatocellular carcinoma (HCC) surveillance. This enhanced screening detects liver cancer earlier in patients with hepatitis C, potentially saving lives.
Area of Science:
- Hepatology
- Oncology
- Medical Diagnostics
Background:
- Hepatocellular carcinoma (HCC) surveillance is crucial due to limited treatment options for advanced stages.
- The effectiveness of alpha-fetoprotein (AFP) in HCC surveillance is debated.
- Early detection of HCC is critical for reducing mortality.
Purpose of the Study:
- To enhance the sensitivity of AFP testing for HCC surveillance.
- To develop and validate a patient-specific algorithm for interpreting AFP results.
- To compare a novel screening algorithm with the traditional single threshold approach.
Main Methods:
- Analysis of de-identified data from the Hepatitis C Antiviral Long-term Treatment against Cirrhosis (HALT-C) trial.
- Prospective follow-up of 1050 patients with hepatitis C and advanced fibrosis or cirrhosis.
- Comparison of a parametric empirical Bayes (PEB) screening algorithm with a single threshold method for AFP interpretation.
Main Results:
- The PEB algorithm significantly improved AFP sensitivity for HCC detection in both cirrhosis (60.4% to 77.1%) and advanced fibrosis (72.5% to 87.5%) groups.
- PEB detected HCC earlier by 1.4-1.9 years compared to the single threshold approach.
- These improvements were observed with a 10% false-positive rate across all screenings.
Conclusions:
- The PEB algorithm enhances AFP test sensitivity for HCC surveillance in hepatitis C patients.
- This novel approach enables earlier detection of HCC in patients with advanced fibrosis or cirrhosis.
- Findings suggest a reevaluation of AFP and ultrasound combination in HCC surveillance protocols.

