DocumentCode
2691124
Title
An accurate scalable template-based alignment algorithm
Author
Gardner, David P. ; Weijia Xu ; Miranker, Daniel P. ; Ozer, Stuart ; Cannone, Jamie J. ; Gutell, Robin R.
Author_Institution
Inst. for Cellular & Mol. Biol., Univ. of Texas at Austin, Austin, TX, USA
fYear
2012
fDate
4-7 Oct. 2012
Firstpage
1
Lastpage
7
Abstract
The rapid determination of nucleic acid sequences is increasing the number of sequences that are available. Inherent in a template or seed alignment is the culmination of structural and functional constraints that are selecting those mutations that are viable during the evolution of the RNA. While we might not understand these structural and functional, template-based alignment programs utilize the patterns of sequence conservation to encapsulate the characteristics of viable RNA sequences that are aligned properly. We have developed a program that utilizes the different dimensions of information in rCAD, a large RNA informatics resource, to establish a profile for each position in an alignment. The most significant include sequence identity and column composition in different phylogenetic taxa. We have compared our methods with a maximum of eight alternative alignment methods on different sets of 16S and 23S rRNA sequences with sequence percent identities ranging from 50% to 100%. The results showed that CRWAlign outperformed the other alignment methods in both speed and accuracy. A web-based alignment server is available at http://www.rna.ccbb.utexas.edu/SAE/2F/CRWAlign.
Keywords
Internet; RNA; bioinformatics; evolution (biological); genetics; molecular biophysics; molecular configurations; CAD; CRW align; functional constraints; large RNA informatics resource; nucleic acid sequences; phylogenetic taxa; scalable template-based alignment algorithm; structural constraints; viable RNA sequences; web-based alignment server; Accuracy; Educational institutions; Hidden Markov models; Microorganisms; Phylogeny; RNA; USA Councils; RNA sequence alignment; comparative analysis; phylogenetic-based alignment; template-based alignment;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedicine (BIBM), 2012 IEEE International Conference on
Conference_Location
Philadelphia, PA
Print_ISBN
978-1-4673-2559-2
Electronic_ISBN
978-1-4673-2558-5
Type
conf
DOI
10.1109/BIBM.2012.6392676
Filename
6392676
Link To Document