DocumentCode
3137817
Title
An approach for prioritizing disease-related microRNAs based on genomic data integration
Author
Jiang, Qinghua ; Wang, Guohua ; Wang, Yadong
Author_Institution
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Volume
6
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
2270
Lastpage
2274
Abstract
The identification of disease microRNAs is vital for understanding the pathogenesis of diseases at the molecular level, and is critical for designing specific molecular tools for diagnosis, treatment and prevention. However, one major issue in microRNA studies is the lack of bioinformatics methods to accurately predict disease-related microRNAs. Herein, we proposed an approach for prioritizing disease-related microRNAs based on genomic data integration. We applied our method to colon cancer and verified the effectiveness of the method. The method described here presents a promising approach to prioritizing disease-related microRNAs, which will provide leads for further experimental investigation.
Keywords
diseases; genomics; molecular biophysics; organic compounds; disease diagnosis; disease prevention; disease related microRNA; disease treatment; genomic data integration; pathogenesis; Bioinformatics; Cancer; Colon; Diseases; Genomics; Humans; Proteins; data integration; disease microRNA; naïve bayes;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6495-1
Type
conf
DOI
10.1109/BMEI.2010.5639313
Filename
5639313
Link To Document