Cargando…

Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure

Effective representation of DNA sequences is one of the important tasks in the study of genome sequences. In this paper, we propose a graphical representation of DNA sequences based on nucleotide ring structure. In the proposed representation, we convert DNA sequences into 16 dinucleotides on the su...

Descripción completa

Detalles Bibliográficos
Autores principales: Bari, A.T.M. Golam, Reaz, Mst. Rokeya, Islam, A.K.M. Tauhidul, Choi, Ho-Jin, Jeong, Byeong-Soo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3712558/
https://www.ncbi.nlm.nih.gov/pubmed/23908584
http://dx.doi.org/10.4137/EBO.S12160
_version_ 1782277081072140288
author Bari, A.T.M. Golam
Reaz, Mst. Rokeya
Islam, A.K.M. Tauhidul
Choi, Ho-Jin
Jeong, Byeong-Soo
author_facet Bari, A.T.M. Golam
Reaz, Mst. Rokeya
Islam, A.K.M. Tauhidul
Choi, Ho-Jin
Jeong, Byeong-Soo
author_sort Bari, A.T.M. Golam
collection PubMed
description Effective representation of DNA sequences is one of the important tasks in the study of genome sequences. In this paper, we propose a graphical representation of DNA sequences based on nucleotide ring structure. In the proposed representation, we convert DNA sequences into 16 dinucleotides on the surface of the hexagon so that it can preserve nucleotide’s chemical property and positional information. Our approach can provide capability of efficient similarity comparison between DNA sequences and also high comparison accuracy. Furthermore, our approach satisfies uniqueness and no degeneracy of DNA sequences. In the experimental study, we use phylogeny analysis for evolutionary relationship among different species. Extensive performance study shows that the proposed method can give better performance than existing methods in comparison with the degree of similarity.
format Online
Article
Text
id pubmed-3712558
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Libertas Academica
record_format MEDLINE/PubMed
spelling pubmed-37125582013-08-01 Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure Bari, A.T.M. Golam Reaz, Mst. Rokeya Islam, A.K.M. Tauhidul Choi, Ho-Jin Jeong, Byeong-Soo Evol Bioinform Online Original Research Effective representation of DNA sequences is one of the important tasks in the study of genome sequences. In this paper, we propose a graphical representation of DNA sequences based on nucleotide ring structure. In the proposed representation, we convert DNA sequences into 16 dinucleotides on the surface of the hexagon so that it can preserve nucleotide’s chemical property and positional information. Our approach can provide capability of efficient similarity comparison between DNA sequences and also high comparison accuracy. Furthermore, our approach satisfies uniqueness and no degeneracy of DNA sequences. In the experimental study, we use phylogeny analysis for evolutionary relationship among different species. Extensive performance study shows that the proposed method can give better performance than existing methods in comparison with the degree of similarity. Libertas Academica 2013-07-07 /pmc/articles/PMC3712558/ /pubmed/23908584 http://dx.doi.org/10.4137/EBO.S12160 Text en © 2013 the author(s), publisher and licensee Libertas Academica Ltd. This is an open access article published under the Creative Commons CC-BY-NC 3.0 license.
spellingShingle Original Research
Bari, A.T.M. Golam
Reaz, Mst. Rokeya
Islam, A.K.M. Tauhidul
Choi, Ho-Jin
Jeong, Byeong-Soo
Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure
title Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure
title_full Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure
title_fullStr Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure
title_full_unstemmed Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure
title_short Effective Encoding for DNA Sequence Visualization Based on Nucleotide’s Ring Structure
title_sort effective encoding for dna sequence visualization based on nucleotide’s ring structure
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3712558/
https://www.ncbi.nlm.nih.gov/pubmed/23908584
http://dx.doi.org/10.4137/EBO.S12160
work_keys_str_mv AT bariatmgolam effectiveencodingfordnasequencevisualizationbasedonnucleotidesringstructure
AT reazmstrokeya effectiveencodingfordnasequencevisualizationbasedonnucleotidesringstructure
AT islamakmtauhidul effectiveencodingfordnasequencevisualizationbasedonnucleotidesringstructure
AT choihojin effectiveencodingfordnasequencevisualizationbasedonnucleotidesringstructure
AT jeongbyeongsoo effectiveencodingfordnasequencevisualizationbasedonnucleotidesringstructure