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Network analyses identify liver-specific targets for treating liver diseases.
- Source :
-
Molecular systems biology [Mol Syst Biol] 2017 Aug 21; Vol. 13 (8), pp. 938. Date of Electronic Publication: 2017 Aug 21. - Publication Year :
- 2017
-
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.<br /> (© 2017 The Authors. Published under the terms of the CC BY 4.0 license.)
- Subjects :
- Animals
Carcinoma, Hepatocellular drug therapy
Cells, Cultured
Gene Expression Profiling
Gene Expression Regulation
Hep G2 Cells
Humans
K562 Cells
Liver chemistry
Liver drug effects
Liver Neoplasms drug therapy
Mice
Molecular Targeted Therapy
Non-alcoholic Fatty Liver Disease drug therapy
Organ Specificity
Protein Interaction Maps
Sequence Analysis, RNA
Carcinoma, Hepatocellular genetics
Fatty Acid Synthase, Type I genetics
Gene Regulatory Networks drug effects
Liver Neoplasms genetics
Non-alcoholic Fatty Liver Disease genetics
Systems Biology methods
Subjects
Details
- Language :
- English
- ISSN :
- 1744-4292
- Volume :
- 13
- Issue :
- 8
- Database :
- MEDLINE
- Journal :
- Molecular systems biology
- Publication Type :
- Academic Journal
- Accession number :
- 28827398
- Full Text :
- https://doi.org/10.15252/msb.20177703