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A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021
Network analyses identify liver-specific targets for treating liver diseases
Sunjae Lee1, Cheng Zhang1, Zhengtao Liu1
1Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden.
Abstract:
We performed integrative network analyses to identify targets that can be used for effectively treating liver diseases with minimal side effects. We first generated co-expression networks (CNs) for 46 human tissues and liver cancer to explore the functional relationships between genes and examined the overlap between functional and physical interactions. Since increased de novo lipogenesis is a characteristic of nonalcoholic fatty liver disease (NAFLD) and hepatocellular carcinoma (HCC), we investigated the liver-specific genes co-expressed with fatty acid synthase (FASN). CN analyses predicted that inhibition of these liver-specific genes decreases FASN expression. Experiments in human cancer cell lines, mouse liver samples, and primary human hepatocytes validated our predictions by demonstrating functional relationships between these liver genes, and showing that their inhibition decreases cell growth and liver fat content. In conclusion, we identified liver-specific genes linked to NAFLD pathogenesis, such as pyruvate kinase liver and red blood cell (PKLR), or to HCC pathogenesis, such as PKLR, patatin-like phospholipase domain containing 3 (PNPLA3), and proprotein convertase subtilisin/kexin type 9 (PCSK9), all of which are potential targets for drug development.
Insights
Researchers identified novel liver-specific genes, including PKLR, PNPLA3, and PCSK9, that are potential therapeutic targets for treating nonalcoholic fatty liver disease (NAFLD) and liver cancer (HCC) with minimal side effects.
Area of Science:
- Genomics
- Molecular Biology
- Hepatology
Background:
- Nonalcoholic fatty liver disease (NAFLD) and hepatocellular carcinoma (HCC) are characterized by increased *de novo* lipogenesis.
- Identifying specific molecular targets is crucial for developing effective treatments with minimal side effects.
Purpose of the Study:
- To identify liver-specific genes co-expressed with fatty acid synthase (FASN) using integrative network analyses.
- To validate the functional roles of these genes in liver fat accumulation and cell growth.
- To explore potential therapeutic targets for NAFLD and HCC.
Main Methods:
- Generated co-expression networks (CNs) across 46 human tissues and liver cancer.
- Examined overlap between functional and physical gene interactions.
- Performed experiments in human cancer cell lines, mouse liver samples, and primary human hepatocytes.
Main Results:
- CN analyses predicted that inhibiting specific liver genes decreases FASN expression.
- Experimental validation confirmed functional relationships between identified liver genes.
- Inhibition of these genes reduced cell growth and liver fat content in experimental models.
Conclusions:
- Identified liver-specific genes, including pyruvate kinase liver and red blood cell (PKLR), patatin-like phospholipase domain containing 3 (PNPLA3), and proprotein convertase subtilisin/kexin type 9 (PCSK9), are linked to NAFLD and HCC pathogenesis.
- These genes represent promising targets for novel drug development for liver diseases.
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