Genome-wide survey of microRNA-transcription factor feed-forward regulatory circuits in human

被引:90
作者
Re, Angela [3 ]
Cora, Davide [1 ,2 ,6 ]
Taverna, Daniela [4 ,5 ,6 ]
Caselle, Michele [1 ,2 ,6 ]
机构
[1] Univ Turin, Dept Theoret Phys, I-10125 Turin, Italy
[2] Ist Nazl Fis Nucl, I-10125 Turin, Italy
[3] Univ Trent, CIBIO Ctr Integrat Biol, I-38100 Trento, Italy
[4] Univ Turin, Dept Oncol Sci, I-10126 Turin, Italy
[5] Ctr Mol Biotechnol, I-10126 Turin, Italy
[6] Univ Turin, Ctr Complex Syst Mol Biol & Med, I-10100 Turin, Italy
关键词
FACTOR-BINDING SITES; NETWORK MOTIFS; POSTTRANSCRIPTIONAL REGULATION; OVARIAN-CANCER; IDENTIFICATION; EXPRESSION; CELLS; GENE; EVOLUTIONARY; PROMOTERS;
D O I
10.1039/b900177h
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
In this work, we describe a computational framework for the genome-wide identification and characterization of mixed transcriptional/post-transcriptional regulatory circuits in humans. We concentrated in particular on feed-forward loops (FFL), in which a master transcription factor regulates a microRNA, and together with it, a set of joint target protein coding genes. The circuits were assembled with a two step procedure. We first constructed separately the transcriptional and post-transcriptional components of the human regulatory network by looking for conserved over-represented motifs in human and mouse promoters, and 3'-UTRs. Then, we combined the two subnetworks looking for mixed feed-forward regulatory interactions, finding a total of 638 putative (merged) FFLs. In order to investigate their biological relevance, we filtered these circuits using three selection criteria: (I) GeneOntology enrichment among the joint targets of the FFL, (II) independent computational evidence for the regulatory interactions of the FFL, extracted from external databases, and (III) relevance of the FFL in cancer. Most of the selected FFLs seem to be involved in various aspects of organism development and differentiation. We finally discuss a few of the most interesting cases in detail.
引用
收藏
页码:854 / 867
页数:14
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