miRNA regulation in the context of functional protein networks: principles and applications

被引:5
作者
Alshalalfa, Mohammed [1 ]
机构
[1] Univ Calgary, Dept Comp Sci, Calgary, AB T2N 1N4, Canada
关键词
MESSENGER-RNA; MICRORNA REGULATION; TOPOLOGICAL PROPERTIES; EXPRESSION; TARGET; REVEALS; MODULES; MOUSE;
D O I
10.1002/wsbm.1251
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
MicroRNAs (miRNAs) are small non-coding endogenous regulatory RNAs that fine-tune gene expression in a wide range of biological processes and diseases. miRNAs exert their function by targeting mRNAs to trigger their degradation or inhibit protein translation. The proteins encoded by the genes targeted by miRNAs may act as key components of cellular networks, thus the use of biological molecular network information for the purposes of elucidating the role of miRNAs in molecular disease mechanism is a key objective in systems biomedicine. The crosstalk layer between miRNA-target networks and functional protein is rich sources of information to explore the function of miRNAs at the system level. Characterizing the influence of miRNAs in the context of the target (protein interactors of the target) is in the early stages with potential to help better understand how miRNAs function within the cellular networks. In this article, the latest research on the cross-talk between miRNAs and protein networks, particularly physical protein interactions and gene regulatory networks is summarized. This article also covers recent research on understanding the biology of miRNAs at the system level and defines principles of miRNA regulation of protein and gene regulatory networks. The second part of the article highlights the promise of considering the protein context of the miRNA target when searching for functional miRNA-target interactions. Some of the applications of integrating protein networks with miRNA-targets that have clinical and functional utility are described. WIREs Syst Biol Med 2014, 6:189-199. doi: 10.1002/wsbm.1251 For further resources related to this article, please visit the . Conflict of interest: The author is a genomic analyst at GenomeDx Biosciences, Vancouver, Canada.
引用
收藏
页码:189 / 199
页数:11
相关论文
共 54 条
[1]  
Alshalalfa M, 2012, P 2012 IEEE INT C BI
[2]   Detecting microRNAs of high influence on protein functional interaction networks: a prostate cancer case study [J].
Alshalalfa, Mohammed ;
Bader, Gary D. ;
Goldenberg, Anna ;
Morris, Quaid ;
Alhajj, Reda .
BMC SYSTEMS BIOLOGY, 2012, 6
[3]   The functions of animal microRNAs [J].
Ambros, V .
NATURE, 2004, 431 (7006) :350-355
[4]   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
[5]   The role of miRNAs in complex formation and control [J].
Bin Goh, Wilson Wen ;
Oikawa, Hirotaka ;
Sng, Judy Chia Ghee ;
Sergot, Marek ;
Wong, Limsoon .
BIOINFORMATICS, 2012, 28 (04) :453-456
[6]   microRNA Dysregulation in Prostate Cancer: Network Analysis Reveals Preferential Regulation of Highly Connected Nodes [J].
Budd, William T. ;
Weaver, Danielle E. ;
Anderson, Joe ;
Zehner, Zendra E. .
CHEMISTRY & BIODIVERSITY, 2012, 9 (05) :857-867
[7]   Systems biology of interstitial lung diseases: integration of mRNA and microRNA expression changes [J].
Cho, Ji-Hoon ;
Gelinas, Richard ;
Wang, Kai ;
Etheridge, Alton ;
Piper, Melissa G. ;
Batte, Kara ;
Dakhallah, Duaa ;
Price, Jennifer ;
Bornman, Dan ;
Zhang, Shile ;
Marsh, Clay ;
Galas, David .
BMC MEDICAL GENOMICS, 2011, 4
[8]   MicroRNAs preferentially target the genes with high transcriptional regulation complexity [J].
Cui, Qinghua ;
Yu, Zhenbao ;
Pan, Youlian ;
Purisima, Enrico O. ;
Wang, Edwin .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2007, 352 (03) :733-738
[9]   Principles of microRNA regulation of a human cellular signaling network [J].
Cui, Qinghua ;
Yu, Zhenbao ;
Purisima, Enrico O. ;
Wang, Edwin .
MOLECULAR SYSTEMS BIOLOGY, 2006, 2 (1)
[10]   A Curated Database of miRNA Mediated Feed-Forward Loops Involving MYC as Master Regulator [J].
El Baroudi, Mariama ;
Cora, Davide ;
Bosia, Carla ;
Osella, Matteo ;
Caselle, Michele .
PLOS ONE, 2011, 6 (03)