Multifractal analysis of DNA walks and trails

Alexandre Rosas, Edvaldo Nogueira, Jr., and José F. Fontanari
Phys. Rev. E 66, 061906 – Published 18 December 2002
PDFExport Citation

Abstract

The characterization of the long-range order and fractal properties of DNA sequences has proved a difficult though rewarding task mainly due to the mosaic character of DNA consisting of many interwoven patches of various lengths with different nucleotide constitutions. We apply here a recently proposed generalization of the detrended fluctuation analysis method to show that the DNA walk construction, in which the DNA sequence is viewed as a time series, exhibits a monofractal structure regardless of the existence of local trends in the series. In addition, we point out that the monofractal structure of the DNA walks carries over to an apparently alternative graphical construction given by the projection of the DNA walk into the d spatial coordinates, termed DNA trails. In particular, we calculate the fractal dimension Dt of the DNA trails using a well-known result of fractal theory linking Dt to the Hurst exponent H of the corresponding DNA walk. Comparison with estimates obtained by the standard box-counting method allows the evaluation of both finite-length and local trends effects.

  • Received 16 September 2002

DOI:https://doi.org/10.1103/PhysRevE.66.061906

©2002 American Physical Society

Authors & Affiliations

Alexandre Rosas1, Edvaldo Nogueira, Jr.1,2, and José F. Fontanari1

  • 1Instituto de Física de São Carlos, Universidade de São Paulo, Caixa Postal 369, 13560-970 São Carlos, SP, Brazil
  • 2Instituto de Física, Universidade Federal da Bahia, Campus da Federação, 40210-340 Salvador, BA, Brazil

References (Subscription Required)

Click to Expand
Issue

Vol. 66, Iss. 6 — December 2002

Reuse & Permissions
Access Options
Author publication services for translation and copyediting assistance advertisement

Authorization Required


×
×

Images

×

Sign up to receive regular email alerts from Physical Review E

Log In

Cancel
×

Search


Article Lookup

Paste a citation or DOI

Enter a citation
×