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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
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Decoding Liver Fibrosis: How Omics Technologies and Innovative Modeling Can Guide Precision Medicine
Gabriele Codotto1,2, Benedetta Blarasin3,4, Claudio Tiribelli4
1Department of Life Science and Biotechnology, University of Ferrara, 44121 Ferrara, Italy.
International Journal of Molecular Sciences
|March 27, 2025
Summary
Chronic liver disease (CLD) affects millions globally, with hepatic fibrosis being a key, reversible symptom. Innovative omics technologies and cellular models offer new avenues for understanding and treating liver fibrosis.
Area of Science:
- Cellular and Molecular Biology
- Hepatology
- Biotechnology
Background:
- Chronic liver disease (CLD) is a growing global health burden, affecting 20-30% of the world's population.
- Hepatic fibrosis, a common symptom of CLD, impairs liver function but is reversible if detected early.
- Current therapies for liver fibrosis are limited, necessitating research into underlying molecular mechanisms.
Purpose of the Study:
- To provide an overview of innovative omics technologies revolutionizing liver fibrosis research.
- To explore current cellular and organoid models for studying liver fibrosis pathophysiology.
- To highlight the potential of these tools for understanding disease mechanisms and advancing precision medicine.
Main Methods:
- Review of emerging cutting-edge fields in cellular and molecular biology.
- Focus on spatial and single-cell resolution approaches for detailed mechanistic insights.
- Discussion of cellular models, including induced pluripotent stem cells (iPSCs) and organoids.
Main Results:
- Innovative omics technologies are transforming liver fibrosis research.
- Advanced cellular models recapitulate liver fibrosis pathophysiology in vitro.
- These models aid in uncovering molecular mechanisms and serve as patient-specific avatars for precision medicine.
Conclusions:
- Spatial and single-cell resolution techniques offer unprecedented understanding of liver fibrosis.
- iPSC-derived organoids are powerful tools for modeling liver diseases and studying hepatic tissue heterogeneity.
- Further research utilizing these innovative technologies is crucial for developing effective fibrosis therapies.
Keywords:
PLCSiPSC-derived liver cellsliver fibrosisorganoidspersonalized medicinesingle-cell RNA-sequencingspatial transcriptomics
