DocumentCode
557560
Title
Discovery of MicroRNA conservative sites in drosophila melanogaster
Author
Lan, Wei ; Chen, Qingfeng ; Li, Taoshen
Author_Institution
Sch. of Comput., Electron. & Inf., Guangxi Univ., Nanning, China
Volume
3
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
1711
Lastpage
1714
Abstract
MicroRNAs(MiRNAs) are ~22nt non-coding RNAs which regulate gene expression in numerous species. Several computational approaches have been conducted to predict precursor miRNA secondary structure, discover target gene and study miRNA regulatory mechanism. However, there are few studies for analyzing mature miRNA sites. This paper proposes a novel framework, based on information entropy, to discover mature miRNA site. The structure information and sequence information are both taken into account. The important degree of sites is evaluated by information entropy. A lower information entropy usually means the miRNA site is more conservative. The experimental results indicate that our approach is useful to identify mature miRNA sites.
Keywords
bioinformatics; entropy; molecular biophysics; organic compounds; drosophila melanogaster; gene expression; information entropy; microRNA conservative sites; sequence information; structure information; Biochemistry; Bioinformatics; Data mining; Gene expression; Information entropy; RNA; MicroRNA(MiRNA); conservative site; information entropy; secondary structure;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9351-7
Type
conf
DOI
10.1109/BMEI.2011.6098618
Filename
6098618
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