Large-Scale Investigation of Human TF-miRNA Relations Based on Coexpression Profiles

被引:10
作者
Chien, Chia-Hung [1 ]
Chiang-Hsieh, Yi-Fan [1 ]
Tsou, Ann-Ping [2 ,3 ]
Weng, Shun-Long [4 ,5 ,6 ]
Chang, Wen-Chi [1 ]
Huang, Hsien-Da [7 ,8 ,9 ,10 ]
机构
[1] Natl Cheng Kung Univ, Inst Trop Plant Sci, Tainan 701, Taiwan
[2] Natl Yang Ming Univ, Dept Biotechnol, Taipei 112, Taiwan
[3] Natl Yang Ming Univ, Lab Sci Med, Taipei 112, Taiwan
[4] Mackay Med Nursing & Management Coll, Taipei 112, Taiwan
[5] Mackay Med Coll, Dept Med, New Taipei City 252, Taiwan
[6] Hsinchu Mackay Mem Hosp, Dept Obstet & Gynecol, Hsinchu 300, Taiwan
[7] Natl Chiao Tung Univ, Inst Bioinformat & Syst Biol, Hsinchu 300, Taiwan
[8] Natl Chiao Tung Univ, Dept Biol Sci & Technol, Hsinchu 300, Taiwan
[9] Kaohsiung Med Univ, Dept Biomed Sci & Environm Biol, Kaohsiung 807, Taiwan
[10] Natl Chiao Tung Univ, Inst Biomed Engn, Hsinchu 300, Taiwan
关键词
FACTOR-BINDING SITES; FEEDFORWARD REGULATORY CIRCUITS; TRANSCRIPTION FACTORS; EXPRESSION PROFILES; MICRORNAS; DATABASE; MICROARRAY; MOTIFS; IDENTIFICATION; FRAMEWORK;
D O I
10.1155/2014/623078
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Noncoding, endogenous microRNAs (miRNAs) are fairly well known for regulating gene expression rather than protein coding. Dysregulation of miRNA gene, either upregulated or downregulated, may lead to severe diseases or oncogenesis, especially when the miRNA disorder involves significant bioreactions or pathways. Thus, how miRNA genes are transcriptionally regulated has been highlighted as well as target recognition in recent years. In this study, a large-scale investigation of novel cis- and trans-elements was undertaken to further determine TF-miRNA regulatory relations, which are necessary to unravel the transcriptional regulation of miRNA genes. Based on miRNA and annotated gene expression profiles, the term "coTFBS" was introduced to detect common transcription factors and the corresponding binding sites within the promoter regions of each miRNA and its coexpressed annotated genes. The computational pipeline was successfully established to filter redundancy due to short sequencemotifs for TFBS pattern search. Eventually, we identified more convinced TF-miRNA regulatory relations for 225 human miRNAs. This valuable information is helpful in understanding miRNA functions and provides knowledge to evaluate the therapeutic potential in clinical research. Once most expression profiles of miRNAs in the latest database are completed, TF candidates of more miRNAs can be explored by this filtering approach in the future.
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页数:8
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