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Updated: Oct 8, 2025

Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Molecular Signature Predictive of Long-Term Liver Fibrosis Progression to Inform Antifibrotic Drug Development
Tongqi Qian1, Naoto Fujiwara2, Bhuvaneswari Koneru1
1Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas.
A novel fibrosis progression signature (FPS) predicts long-term liver fibrosis progression across various causes. This biomarker aids in developing antifibrotic therapies for liver diseases.
Area of Science:
- Hepatology
- Biomarker Development
- Drug Discovery
Background:
- Assessing antifibrotic drug efficacy in clinical trials is challenging due to slow liver fibrosis progression.
- A significant unmet need exists for predictive biomarkers of fibrosis progression.
Purpose of the Study:
- To develop a fibrosis progression signature (FPS) as a surrogate biomarker to predict future fibrosis progression.
- To validate the FPS in diverse liver disease cohorts and assess its utility in antifibrotic drug development.
Main Methods:
- A 20-gene fibrosis progression signature (FPS) was defined and validated in hepatitis C virus and nonalcoholic fatty liver disease (NAFLD) cohorts.
- The FPS was used to evaluate antifibrotic drug responses in ex vivo liver tissue cultures and a clinical trial.
- A serum protein-based surrogate FPS was developed and tested in compensated cirrhosis patients.
Main Results:
- The 20-gene FPS accurately predicted fibrosis progression in independent cohorts (AUC=0.86).
- BCL2 was identified as a potential therapeutic target, and combination antifibrotic therapies were identified.
- FPS modulation correlated with fibrosis improvement in patients treated with cenicriviroc, suggesting pathway-specific responses.
- A 7-protein serum FPS predicted decompensation in cirrhosis patients.
Conclusions:
- The fibrosis progression signature (FPS) is an etiology-agnostic biomarker for predicting long-term liver fibrosis progression.
- The FPS can significantly inform and accelerate antifibrotic drug development for liver diseases.
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