DocumentCode :
2412986
Title :
An algorithm for mapping short reads to a dynamically changing genomic sequence
Author :
Flouri, Tomas ; Holub, Jan ; Iliopoulos, Costas S. ; Pissis, Solon P.
Author_Institution :
Dept. of Theor. Comput. Sci., Czech Tech. Univ. in Prague, Prague, Czech Republic
fYear :
2010
fDate :
18-21 Dec. 2010
Firstpage :
133
Lastpage :
136
Abstract :
The constant advances in sequencing technology have redefined the way genome sequencing is performed. They are able to produce tens of millions of short sequences (reads), during a single experiment, and with a much lower cost than previously possible. Due to this massive amount of data, efficient algorithms for mapping these reads to reference sequences are in great demand, and recently, there has been ample work for publishing such algorithms. In this paper, we study a different version of this problem: mapping these reads to a dynamically changing genomic sequence. We propose a new practical algorithm, which employs a suitable data structure that takes into account potential dynamic effects (replacements, insertions, deletions) on the genomic sequence. The presented experimental results demonstrate that the proposed approach can be applied to address the problem of mapping millions of reads to multiple genomic sequences.
Keywords :
bioinformatics; data analysis; data reduction; data structures; genomics; molecular biophysics; data deletion; data insertion; data mapping algorithm; data replacement; data structure; genomic sequence; Arrays; Bioinformatics; Biological cells; Computer science; Genomics; Heuristic algorithms; Mice;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2010 IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-8306-8
Electronic_ISBN :
978-1-4244-8307-5
Type :
conf
DOI :
10.1109/BIBM.2010.5706551
Filename :
5706551
Link To Document :
بازگشت