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HCC surveillance in hepatitis C: A longitudinal algorithm improves alpha-fetoprotein screening.
Tracey L Marsh1, Janet M Johnston2, Chriss Homan2
1Biostatistics Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.
The parametric empirical Bayes (PEB) algorithm improves alpha-fetoprotein (AFP) screening for hepatocellular carcinoma (HCC) in hepatitis C patients. This method enhances early HCC detection, especially after hepatitis C cure.
Area of Science:
- Hepatology
- Oncology
- Biostatistics
Background:
- Hepatocellular carcinoma (HCC) surveillance is crucial even after hepatitis C cure.
- Alpha-fetoprotein (AFP) screening sensitivity can be improved using advanced algorithms.
- Previous studies showed promise for the parametric empirical Bayes (PEB) algorithm in retrospective analyses.
Purpose of the Study:
- To compare the performance of the PEB algorithm versus a fixed cutoff (FC) method for HCC surveillance.
- To evaluate AFP screening effectiveness in active and cured hepatitis C patients.
- To assess the utility of PEB for early HCC detection in individuals with F3/F4 fibrosis.
Main Methods:
- Analysis of de-identified data from the Alaska Hepatitis C Study.
- Comparison of PEB and FC methods for AFP screening in an observational setting.
- Separate analysis for HCC surveillance in active and cured hepatitis C cohorts.
Main Results:
- PEB increased sensitivity for HCC detection compared to FC in both active (71.4% vs 64.3%) and cured (91.7% vs 58.3%) hepatitis C patients.
- Specificity remained high for both methods (91.2%) in active hepatitis C.
- PEB demonstrated a substantial sensitivity increase after hepatitis C cure.
Conclusions:
- The PEB algorithm enhances HCC detection sensitivity, enabling earlier diagnosis in patients with F3/F4 fibrosis.
- The algorithm is particularly effective for HCC surveillance in patients who have been cured of hepatitis C.
- Screening parameters, including AFP cutoffs, should be tailored to hepatitis C treatment status for optimal HCC surveillance.
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