DocumentCode
2581010
Title
Comparative Analysis of Exon Skipping Patterns in Human and Mouse
Author
Chiu, Yu-Wei ; Hsu, Fang-Rong ; Shan, Man-Kwan
Author_Institution
Dept. of Comput. Sci., Nat. Cheng Chi Univ., Taipei
fYear
0
fDate
0-0 0
Firstpage
223
Lastpage
2287
Abstract
Alternative splicing of pre-mRNAs is a major mechanism of generating protein diversity in higher eukaryotes. It is well known that one of the major forms of alternative splicing is exon skipping, which alternatively skips specific exon during splicing. Previous research, by Miriami and his colleagues, was conducted by using a statistical method to identify two motifs both in upstream and downstream introns that were associated with exon skipping events. In this study, we employed pattern branching motif finding algorithm and approximate mining of consensus sequences algorithm. The data mining approach developed in the study showed its strength of being able to completely discover all possible motifs and made itself a more ideal approach compared to Miriami´s statistical one. Furthermore, because of the similarities in genes between human and mouse, we compared the two species´ motifs in our study. We also discovered the patterns are very likely associated with exon skipping event between human and mouse
Keywords
biology computing; data mining; genetics; macromolecules; pattern recognition; proteins; sequences; statistical analysis; alternative splicing; consensus sequences algorithm; data mining; eukaryotes; exon skipping patterns; pattern branching motif; premRNA; protein diversity; statistical method; Bioinformatics; Computer science; Data mining; Databases; Genomics; Humans; Mice; Pattern analysis; Sequences; Splicing;
fLanguage
English
Publisher
ieee
Conference_Titel
Database and Expert Systems Applications, 2006. DEXA '06. 17th International Workshop on
Conference_Location
Krakow
ISSN
1529-4188
Print_ISBN
0-7695-2641-1
Type
conf
DOI
10.1109/DEXA.2006.42
Filename
1698339
Link To Document