• 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