DocumentCode
1400172
Title
Understanding MicroRNA Regulation: A computational perspective
Author
Yue, Dong ; Meng, Jia ; Lu, Mingzhu ; Chen, C. L Philip ; Guo, Maozu ; Huang, Yufei
Author_Institution
Dept. of Electr. & Comput. Eng. at the, Univ. of Texas at San Antonio, San Antonio, TX, USA
Volume
29
Issue
1
fYear
2012
Firstpage
77
Lastpage
88
Abstract
This paper aims to provide researchers with a computational background, a comprehensive discussion on the importance of miRNA (microRNA), the related high-throughput technology and databases, the current development of computational algorithms for elucidating miRNA regulatory functions, and the prospective directions on related topics. Some topics discussed were about miRNA target recognition, silencing, expression profiling, transfection experiments, target predictions, databases, microarray data, biochemical approaches, rule-based algorithms, data-driven algorithms, prediction algorithms, transcription factors, and other computational techniques.
Keywords
DNA; biochemistry; biology computing; genetic algorithms; molecular biophysics; biochemical approaches; data-driven algorithms; databases; miRNA expression profiling; miRNA regulatory functions; miRNA silencing; miRNA target recognition; microRNA regulation; microarray data; prospective directions; rule-based algorithms; target predictions; transcription factors; transfection experiments; Biological cells; Cells (biology); DNA; Genetics; Genomics; Molecular biophysics; Proteomics; RNA;
fLanguage
English
Journal_Title
Signal Processing Magazine, IEEE
Publisher
ieee
ISSN
1053-5888
Type
jour
DOI
10.1109/MSP.2011.943013
Filename
6105465
Link To Document