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One novel representation of DNA sequence based on the global and local position information
One novel representation of DNA sequence combining the global and local position information of the original sequence has been proposed to distinguish the different species. First, for the sufficient exploitation of global information, one graphical representation of DNA sequence has been formulated...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5953932/ https://www.ncbi.nlm.nih.gov/pubmed/29765099 http://dx.doi.org/10.1038/s41598-018-26005-3 |
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author | Mo, Zhiyi Zhu, Wen Sun, Yi Xiang, Qilin Zheng, Ming Chen, Min Li, Zejun |
author_facet | Mo, Zhiyi Zhu, Wen Sun, Yi Xiang, Qilin Zheng, Ming Chen, Min Li, Zejun |
author_sort | Mo, Zhiyi |
collection | PubMed |
description | One novel representation of DNA sequence combining the global and local position information of the original sequence has been proposed to distinguish the different species. First, for the sufficient exploitation of global information, one graphical representation of DNA sequence has been formulated according to the curve of Fermat spiral. Then, for the consideration of local characteristics of DNA sequence, attaching each point in the curve of Fermat spiral with the related mass has been applied based on the relationships of neighboring four nucleotides. In this paper, the normalized moments of inertia of the curve of Fermat spiral which composed by the points with mass has been calculated as the numerical description of the corresponding DNA sequence on the first exons of beta-global genes. Choosing the Euclidean distance as the measurement of the numerical descriptions, the similarity between species has shown the performance of proposed method. |
format | Online Article Text |
id | pubmed-5953932 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59539322018-05-21 One novel representation of DNA sequence based on the global and local position information Mo, Zhiyi Zhu, Wen Sun, Yi Xiang, Qilin Zheng, Ming Chen, Min Li, Zejun Sci Rep Article One novel representation of DNA sequence combining the global and local position information of the original sequence has been proposed to distinguish the different species. First, for the sufficient exploitation of global information, one graphical representation of DNA sequence has been formulated according to the curve of Fermat spiral. Then, for the consideration of local characteristics of DNA sequence, attaching each point in the curve of Fermat spiral with the related mass has been applied based on the relationships of neighboring four nucleotides. In this paper, the normalized moments of inertia of the curve of Fermat spiral which composed by the points with mass has been calculated as the numerical description of the corresponding DNA sequence on the first exons of beta-global genes. Choosing the Euclidean distance as the measurement of the numerical descriptions, the similarity between species has shown the performance of proposed method. Nature Publishing Group UK 2018-05-15 /pmc/articles/PMC5953932/ /pubmed/29765099 http://dx.doi.org/10.1038/s41598-018-26005-3 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Mo, Zhiyi Zhu, Wen Sun, Yi Xiang, Qilin Zheng, Ming Chen, Min Li, Zejun One novel representation of DNA sequence based on the global and local position information |
title | One novel representation of DNA sequence based on the global and local position information |
title_full | One novel representation of DNA sequence based on the global and local position information |
title_fullStr | One novel representation of DNA sequence based on the global and local position information |
title_full_unstemmed | One novel representation of DNA sequence based on the global and local position information |
title_short | One novel representation of DNA sequence based on the global and local position information |
title_sort | one novel representation of dna sequence based on the global and local position information |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5953932/ https://www.ncbi.nlm.nih.gov/pubmed/29765099 http://dx.doi.org/10.1038/s41598-018-26005-3 |
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