Literature DB >> 29675730

Graphical Representation and Similarity Analysis of DNA Sequences Based on Trigonometric Functions.

Guo-Sen Xie1,2, Xiao-Bo Jin3, Chunlei Yang4,5, Jiexin Pu4,5, Zhongxi Mo6.   

Abstract

In this paper, we propose two four-base related 2D curves of DNA primary sequences (termed as F-B curves) and their corresponding single-base related 2D curves (termed as A-related, G-related, T-related and C-related curves). The constructions of these graphical curves are based on the assignments of individual base to four different sinusoidal (or tangent) functions; then by connecting all these points on these four sinusoidal (tangent) functions, we can get the F-B curves; similarly, by connecting the points on each of the four sinusoidal (tangent) functions, we get the single-base related 2D curves. The proposed 2D curves are all strictly non degenerate. Then, a 8-component characteristic vector is constructed to compare similarity among DNA sequences from different species based on a normalized geometrical centers of the proposed curves. As examples, we examine similarity among the coding sequences of the first exon of beta-globin gene from eleven species, similarity of cDNA sequences of beta-globin gene from eight species, and similarity of the whole mitochondrial genomes of 18 eutherian mammals. The experimental results well demonstrate the effectiveness of the proposed method.

Entities:  

Keywords:  DNA sequences; Similarity; Sinusoidal function; Tangent function

Mesh:

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Year:  2018        PMID: 29675730     DOI: 10.1007/s10441-018-9324-0

Source DB:  PubMed          Journal:  Acta Biotheor        ISSN: 0001-5342            Impact factor:   1.774


  3 in total

1.  4D-Dynamic Representation of DNA/RNA Sequences: Studies on Genetic Diversity of Echinococcus multilocularis in Red Foxes in Poland.

Authors:  Dorota Bielińska-Wąż; Piotr Wąż; Anna Lass; Jacek Karamon
Journal:  Life (Basel)       Date:  2022-06-10

2.  Prediction of novel mouse TLR9 agonists using a random forest approach.

Authors:  Varun Khanna; Lei Li; Johnson Fung; Shoba Ranganathan; Nikolai Petrovsky
Journal:  BMC Mol Cell Biol       Date:  2019-12-20

3.  Determination of k-mer density in a DNA sequence and subsequent cluster formation algorithm based on the application of electronic filter.

Authors:  Bimal Kumar Sarkar; Ashish Ranjan Sharma; Manojit Bhattacharya; Garima Sharma; Sang-Soo Lee; Chiranjib Chakraborty
Journal:  Sci Rep       Date:  2021-07-01       Impact factor: 4.379

  3 in total

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