Identification of a two-layer regulatory network of proliferation-related microRNAs in hepatoma cells

被引:31
作者
Huang, Yi [1 ]
Chen, Hua-Chien [1 ,2 ,3 ]
Chiang, Chao-Wei
Yeh, Chau-Ting [4 ,5 ]
Chen, Shu-Jen [1 ,2 ,3 ]
Chou, Chen-Kung [1 ,2 ]
机构
[1] Chang Gung Univ, Grad Inst Biomed Sci, Tao Yuan 33302, Taiwan
[2] Chang Gung Univ, Dept Biomed Sci, Sch Med, Tao Yuan 33302, Taiwan
[3] Chang Gung Univ, Mol Med Res Ctr, Tao Yuan 33302, Taiwan
[4] Chang Gung Mem Hosp, Liver Canc Res Ctr, Linko Med Ctr, Taipei 10549, Taiwan
[5] Chang Gung Univ, Sch Med, Grad Inst Clin Med Sci, Tao Yuan 33302, Taiwan
关键词
HEPATOCELLULAR-CARCINOMA; EXPRESSION PATTERNS; TARGET; MIGRATION; MIR-101; LIVER;
D O I
10.1093/nar/gks789
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
To elucidate how microRNA (miRNA)-regulated networks contribute to the uncontrolled growth of hepatoma cells (HCCs), we identified several proliferation-related miRNAs by comparing miRNA expression patterns in clinical HCC samples and growth-arrested HepG2 cells. To explore the molecular functions targeted by these miRNAs, we classified genes differentially expressed in clinical HCC samples into six functional clusters based on their functional similarity. Using target enrichment analysis, we discovered that targets of three proliferation-related miRNAs-miR-101, miR-199a-3p and miR-139-5p-were significantly enriched in the 'transcription regulation' functional cluster. An interactome network consisting of these three miRNAs and genes in the 'transcriptional control' cluster revealed that all three miRNAs were highly connected hubs in the network. All three miRNA-centered subnetworks displayed characteristics of a two-layer regulatory architecture, with transcription factors and epigenetic modulators as the first neighbors and genes involved in cell-cycle progression as second neighbors. The overexpression of miR-101 in HepG2 cells reduced the expression of transcription regulators and genes in cell-cycle progression and suppressed the proliferation and colony formation of HepG2 cells. This study not only provides direct experimental data to support the 'miRNA-centered two-layer regulatory network' model, but our results also suggest that such a combinatorial network model may be widely used by miRNAs to regulate critical biological processes.
引用
收藏
页码:10478 / 10493
页数:16
相关论文
共 42 条
[1]  
[Anonymous], 1997, P 10 RES COMP LING I
[2]   Characterization of global microRNA expression reveals oncogenic potential of miR-145 in metastatic colorectal cancer [J].
Arndt, Greg M. ;
Dossey, Lesley ;
Cullen, Lara M. ;
Lai, Angela ;
Druker, Riki ;
Eisbacher, Michael ;
Zhang, Chunyan ;
Tran, Nham ;
Fan, Hongtao ;
Retzlaff, Kathy ;
Bittner, Anton ;
Raponi, Mitch .
BMC CANCER, 2009, 9 :374
[3]   The impact of microRNAs on protein output [J].
Baek, Daehyun ;
Villen, Judit ;
Shin, Chanseok ;
Camargo, Fernando D. ;
Gygi, Steven P. ;
Bartel, David P. .
NATURE, 2008, 455 (7209) :64-U38
[4]   MicroRNA Discovery and Profiling in Human Embryonic Stem Cells by Deep Sequencing of Small RNA Libraries [J].
Bar, Merav ;
Wyman, Stacia K. ;
Fritz, Brian R. ;
Qi, Junlin ;
Garg, Kavita S. ;
Parkin, Rachael K. ;
Kroh, Evan M. ;
Bendoraite, Ausra ;
Mitchell, Patrick S. ;
Nelson, Angelique M. ;
Ruzzo, Walter L. ;
Ware, Carol ;
Radich, Jerald P. ;
Gentleman, Robert ;
Ruohola-Baker, Hannele ;
Tewari, Muneesh .
STEM CELLS, 2008, 26 (10) :2496-2505
[5]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[6]   Human microRNA genes are frequently located at fragile sites and genomic regions involved in cancers [J].
Calin, GA ;
Sevignani, C ;
Dan Dumitru, C ;
Hyslop, T ;
Noch, E ;
Yendamuri, S ;
Shimizu, M ;
Rattan, S ;
Bullrich, F ;
Negrini, M ;
Croce, CM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (09) :2999-3004
[7]   MicroRNA deregulation and pathway alterations in nasopharyngeal carcinoma [J].
Chen, H-C ;
Chen, G-H ;
Chen, Y-H ;
Liao, W-L ;
Liu, C-Y ;
Chang, K-P ;
Chang, Y-S ;
Chen, S-J .
BRITISH JOURNAL OF CANCER, 2009, 100 (06) :1002-1011
[8]   MicroRNA signatures in liver diseases [J].
Chen, Xian-Ming .
WORLD JOURNAL OF GASTROENTEROLOGY, 2009, 15 (14) :1665-1672
[9]   PKCα mediated induction of miR-101 in human hepatoma HepG2 cells [J].
Chiang, Chao-Wei ;
Huang, Yi ;
Leong, Ka-Wai ;
Chen, Lih-Chyang ;
Chen, Hua-Chien ;
Chen, Shu-Jen ;
Chou, Chen-Kung .
JOURNAL OF BIOMEDICAL SCIENCE, 2010, 17
[10]   The miR-17-5p microRNA is a key regulator of the G1/S phase cell cycle transition [J].
Cloonan, Nicole ;
Brown, Mellissa K. ;
Steptoe, Anita L. ;
Wani, Shivangi ;
Chan, Wei Ling ;
Forrest, Alistair Rr ;
Kolle, Gabriel ;
Gabrielli, Brian ;
Grimmond, Sean M. .
GENOME BIOLOGY, 2008, 9 (08)