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Updated: Feb 28, 2026

Mouse Model of Metabolic Dysfunction-Associated Steatotic Liver Disease with Fibrosis
Published on: July 18, 2025
Dynamic FIB-4 Score Changes and HCC Risk in Patients with MASLD and Elevated Liver Enzymes: A Nationwide Cohort Study
Yee Hui Yeo1, Hsiu J Ho2, Tsai-Wei Huang3,4
1Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
Serial changes in FIB-4 scores can predict hepatocellular carcinoma (HCC) risk in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). Persistent high FIB-4 scores significantly increase HCC risk, highlighting the need for monitoring.
Area of Science:
- Hepatology
- Oncology
- Non-invasive diagnostics
Background:
- Metabolic dysfunction-associated steatotic liver disease (MASLD) increases hepatocellular carcinoma (HCC) risk, even without cirrhosis.
- Current screening methods for HCC in MASLD patients are limited.
- Elevated liver enzymes in MASLD patients indicate a higher risk for HCC development.
Purpose of the Study:
- To investigate the association between serial changes in FIB-4 scores over three years and HCC risk in non-cirrhotic MASLD patients.
- To evaluate the predictive accuracy of serial FIB-4 score changes compared to single measurements for HCC development.
- To identify high-risk patient groups within the MASLD population requiring targeted HCC surveillance.
Main Methods:
- Utilized a nationwide cohort of 810,698 MASLD patients from the National Health Insurance Research Database (NHIRD).
- Analyzed FIB-4 score transitions (low, indeterminate, high risk) over a 3-year follow-up period.
- Employed competing risks modeling to estimate sub-distribution hazard ratios (SHRs) for HCC and mortality.
Main Results:
- Serial FIB-4 score changes demonstrated superior predictive accuracy for HCC risk compared to single measurements.
- Patients with persistently high FIB-4 scores (high-to-high) showed a 14-fold increased HCC risk (aSHR 13.91) versus those with consistently low scores (low-to-low).
- Worsening FIB-4 scores (e.g., low-to-high) progressively increased HCC risk, while improving scores (high-to-low) reduced it compared to the high-to-high group.
Conclusions:
- Serial FIB-4 score monitoring accurately identifies high-risk individuals for HCC in non-cirrhotic MASLD patients with elevated liver enzymes.
- Targeted HCC surveillance is warranted for patients exhibiting persistently high or worsening FIB-4 scores.
- This approach offers a more precise and scalable screening tool for HCC in the MASLD population.
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