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
Link To Document :
بازگشت