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Scaling properties of coding and non-coding DNA sequences

Author

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  • Provata, A.
  • Almirantis, Y.

Abstract

We study the size distribution of purine and pyrimidine clusters in coding and non-coding DNA sequences. We observe that the cluster-size distribution P(s) follows an exponential decay in coding sequences whereas it follows a power-law decay in non-coding sequences: P(s) ∼ s−1−μ, with a power exponent μ = 1.5–1.8. The mean-square displacement σ2(m) is examined via a cluster walk model, with step-size distribution following P(s) and with m denoting the number of clusters covered by the walker. The behaviour of the mean-square displacement is σ2(m) ∼ m2/μ for non-coding sequences and σ2(m) ∼ m for coding sequences. We associate the power-law behaviour in the non-coding with the tendency of large Pu and Py cluster formation which dominate the non-coding. Under this observation the entire DNA sequence may be regarded as a collection of extended non-coding regions interrupted by small coding regions. We recall that this irregular composition of DNA, is of vital importance for the living organisms: Transposable elements and other “parasite” DNA which try to incorporate themselves into the DNA chain most probably intersect the large non-coding regions, thus leaving the organism unaffected, as is well known to biologists.

Suggested Citation

  • Provata, A. & Almirantis, Y., 1997. "Scaling properties of coding and non-coding DNA sequences," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 247(1), pages 482-496.
  • Handle: RePEc:eee:phsmap:v:247:y:1997:i:1:p:482-496
    DOI: 10.1016/S0378-4371(97)00424-X
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    Citations

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    Cited by:

    1. Thanos, Dimitrios & Li, Wentian & Provata, Astero, 2018. "Entropic fluctuations in DNA sequences," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 493(C), pages 444-457.
    2. Zhang, Linxi & Chen, Jin, 2005. "Scaling behaviors of CG clusters in coding and noncoding DNA sequences," Chaos, Solitons & Fractals, Elsevier, vol. 24(1), pages 115-123.
    3. Cheng, Jun & Zhang, Linxi, 2005. "Scaling behaviors of CG clusters for chromosomes," Chaos, Solitons & Fractals, Elsevier, vol. 25(2), pages 339-346.
    4. Katsaloulis, P. & Theoharis, T. & Zheng, W.M. & Hao, B.L. & Bountis, A. & Almirantis, Y. & Provata, A., 2006. "Long-range correlations of RNA polymerase II promoter sequences across organisms," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 366(C), pages 308-322.

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