DocumentCode
2378303
Title
CORAL-M: Heuristic coding region alignment method for multiple genome sequences
Author
Hung, Che-Lun ; Lin, Chun-Yuan ; Chang, Shih-Cheng ; Chung, Yeh-Ching ; Hsieh, Shu Ju ; Tang, Chuan Yi ; Lin, Yaw-Ling
Author_Institution
Dept. of Comput. Sci. & Commun. Eng., Providence Univ., Sha-Lu, Taiwan
fYear
2010
fDate
18-18 Dec. 2010
Firstpage
223
Lastpage
228
Abstract
Multiple sequence alignment is a scientific tool to assist the study of DNA homology, phylogeny determinations, and conserved motifs identification. Various heuristic MSA methods have been presented to obtain the resulting alignment for multiple sequences. Although these alignment tools are able to align protein, DNA, and RNA sequences successfully, they are not such successful in aligning coding region sequences because the resulting alignments maybe not consistent with practical observations. Therefore, we propose a method, CORAL-M, a heuristic coding regions alignment method for multiple genome sequences, especially for coding regions. CORAL-M adopts a probabilistic filtration model and the local optimal solution to align genome sequences (codon to codon with the wobble mask rule) by the sliding windows and, thus, obtains the near-optimal alignment in linear time. In the experimental results, CORAL-M can be used to find the potential function sites by aligning viral strains of Poliovirus 1-3, Enterovirus 71, and Coxsackievirus 16.
Keywords
DNA; bioinformatics; encoding; genomics; heuristic programming; microorganisms; molecular biophysics; CORAL-M; Coxsackievirus 16; DNA homology; Enterovirus 71; Poliovirus 1-3; alignment; coding region sequences; heuristic coding; motifs identification; multiple genome sequences; phylogeny; potential function; probabilistic filtration model;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
Conference_Location
Hong, Kong
Print_ISBN
978-1-4244-8303-7
Electronic_ISBN
978-1-4244-8304-4
Type
conf
DOI
10.1109/BIBMW.2010.5703803
Filename
5703803
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