Network analyses identify liver-specific targets for treating liver diseases

被引:93
作者
Lee, Sunjae [1 ]
Zhang, Cheng [1 ]
Liu, Zhengtao [1 ]
Klevstig, Martina [2 ,3 ]
Mukhopadhyay, Bani [4 ]
Bergentall, Mattias [2 ,3 ]
Cinar, Resat [4 ]
Stahlman, Marcus [2 ,3 ]
Sikanic, Natasha [1 ]
Park, Joshua K. [4 ]
Deshmukh, Sumit [1 ]
Harzandi, Azadeh M. [1 ]
Kuijpers, Tim [1 ]
Grotli, Morten [5 ]
Elsasser, Simon J. [6 ]
Piening, Brian D. [7 ]
Snyder, Michael [7 ]
Smith, Ulf [2 ,3 ]
Nielsen, Jens [1 ,8 ]
Backhed, Fredrik [2 ,3 ]
Kunos, George [4 ]
Uhlen, Mathias [1 ]
Boren, Jan [2 ,3 ]
Mardinoglu, Adil [1 ,8 ]
机构
[1] Royal Inst Technol, KTH, Sci Life Lab, Stockholm, Sweden
[2] Univ Gothenburg, Dept Mol & Clin Med, Gothenburg, Sweden
[3] Sahlgrens Univ Hosp, Gothenburg, Sweden
[4] NIAAA, Lab Physiol Studies, NIH, Bethesda, MD USA
[5] Univ Gothenburg, Dept Chem & Mol Biol, Gothenburg, Sweden
[6] Karolinska Inst, Dept Med Biochem & Biophys, Stockholm, Sweden
[7] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[8] Chalmers Univ Technol, Dept Biol & Biol Engn, Gothenburg, Sweden
关键词
co-expression; co-regulation; HCC; metabolism; NAFLD; HEPATIC CB1 RECEPTORS; FATTY-ACID SYNTHASE; GENOME-SCALE; SYSTEMS BIOLOGY; GLUTATHIONE METABOLISM; ANTAGONISM; EXPRESSION; PROTEOME; REVEALS; INSULIN;
D O I
10.15252/msb.20177703
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
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页数:15
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