Literature DB >> 24772376

An Accurate Scalable Template-based Alignment Algorithm.

David P Gardner1, Weijia Xu2, Daniel P Miranker3, Stuart Ozer4, Jamie J Cannone5, Robin R Gutell5.   

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.

Entities:  

Keywords:  RNA sequence alignment; comparative analysis; phylogenetic-based alignment; template-based alignment

Year:  2012        PMID: 24772376      PMCID: PMC3999978          DOI: 10.1109/BIBM.2012.6392676

Source DB:  PubMed          Journal:  Proceedings (IEEE Int Conf Bioinformatics Biomed)        ISSN: 2156-1125


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Review 4.  Bacterial evolution.

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Journal:  Microbiol Rev       Date:  1987-06

5.  Rapid and accurate large-scale coestimation of sequence alignments and phylogenetic trees.

Authors:  Kevin Liu; Sindhu Raghavan; Serita Nelesen; C Randal Linder; Tandy Warnow
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6.  Strategy for microbiome analysis using 16S rRNA gene sequence analysis on the Illumina sequencing platform.

Authors:  Jeffrey L Ram; Aos S Karim; Edward D Sendler; Ikuko Kato
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7.  CLUSTAL: a package for performing multiple sequence alignment on a microcomputer.

Authors:  D G Higgins; P M Sharp
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Journal:  Nature       Date:  2011-03-20       Impact factor: 49.962

9.  NAST: a multiple sequence alignment server for comparative analysis of 16S rRNA genes.

Authors:  T Z DeSantis; P Hugenholtz; K Keller; E L Brodie; N Larsen; Y M Piceno; R Phan; G L Andersen
Journal:  Nucleic Acids Res       Date:  2006-07-01       Impact factor: 16.971

10.  The Ribosomal Database Project (RDP-II): sequences and tools for high-throughput rRNA analysis.

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3.  R3D-2-MSA: the RNA 3D structure-to-multiple sequence alignment server.

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4.  Two accurate sequence, structure, and phylogenetic template-based RNA alignment systems.

Authors:  Lei Shang; David P Gardner; Weijia Xu; Jamie J Cannone; Daniel P Miranker; Stuart Ozer; Robin R Gutell
Journal:  BMC Syst Biol       Date:  2013-10-23

5.  Deep sequencing and ecological characterization of gut microbial communities of diverse bumble bee species.

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