Identifying miRNAs, targets and functions

被引:500
作者
Liu, Bing [1 ,2 ,3 ]
Li, Jiuyong [4 ]
Cairns, Murray J. [5 ,6 ]
机构
[1] CCIA, Randwick, NSW, Australia
[2] Ctr Canc Biol, Adelaide, SA, Australia
[3] Univ Newcastle, Callaghan, NSW 2308, Australia
[4] Univ S Australia, Sch Comp Sci, Adelaide, SA 5001, Australia
[5] Schizophrenia Res Inst, Darlinghurst, NSW, Australia
[6] Univ Newcastle, Sch Biomed Sci & Pharm, Callaghan, NSW 2308, Australia
基金
英国医学研究理事会;
关键词
miRNA; functional annotation; functional miRNA-mRNA regulatory modules; RNA REGULATORY MODULES; MICRORNA TARGETS; COMPUTATIONAL IDENTIFICATION; BINDING-SITES; EXPRESSION; PREDICTION; DISCOVERY; PROTEIN; GENES; GENERATION;
D O I
10.1093/bib/bbs075
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
microRNAs (miRNAs) are small endogenous non-coding RNAs that function as the universal specificity factors in post-transcriptional gene silencing. Discovering miRNAs, identifying their targets and further inferring miRNA functions have been a critical strategy for understanding normal biological processes of miRNAs and their roles in the development of disease. In this review, we focus on computational methods of inferring miRNA functions, including miRNA functional annotation and inferring miRNA regulatory modules, by integrating heterogeneous data sources. We also briefly introduce the research in miRNA discovery and miRNA-target identification with an emphasis on the challenges to computational biology.
引用
收藏
页码:1 / 19
页数:19
相关论文
共 102 条
[1]   MicroRNA-143 and-145 in colon cancer [J].
Akao, Yukihiro ;
Nakagawa, Yoshihito ;
Naoe, Tomoki .
DNA AND CELL BIOLOGY, 2007, 26 (05) :311-320
[2]   Consensus algorithms for the generation of all maximal bicliques [J].
Alexe, G ;
Alexe, S ;
Crama, Y ;
Foldes, S ;
Hammer, PL ;
Simeone, B .
DISCRETE APPLIED MATHEMATICS, 2004, 145 (01) :11-21
[3]   Lost in translation: an assessment and perspective for computational microRNA target identification [J].
Alexiou, Panagiotis ;
Maragkakis, Manolis ;
Papadopoulos, Giorgos L. ;
Reczko, Martin ;
Hatzigeorgiou, Artemis G. .
BIOINFORMATICS, 2009, 25 (23) :3049-3055
[4]  
Aluru S., 2006, Handbook of computational molecular biology
[5]  
[Anonymous], GENOME AUTOBIOGRAPHY
[6]   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
[7]   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
[8]   Computational Challenges in miRNA Target Predictions: To Be or Not to Be a True Target? [J].
Barbato, Christian ;
Arisi, Ivan ;
Frizzo, Marcos E. ;
Brandi, Rossella ;
Da Sacco, Letizia ;
Masotti, Andrea .
JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY, 2009,
[9]   miReg: a resource for microRNA regulation [J].
Barh, Debmalya ;
Bhat, Dattatraya ;
Viero, Cedric .
JOURNAL OF INTEGRATIVE BIOINFORMATICS, 2010, 7 (01)
[10]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233