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Open AccessJournal ArticleDOI

Hierarchical structure of cascade of primary and secondary periodicities in Fourier power spectrum of alphoid higher order repeats.

TLDR
DFT provides a robust detection method for higher order periodicity and is robust with respect to monomer insertions and deletions, random sequence insertions etc.
Abstract
Background Identification of approximate tandem repeats is an important task of broad significance and still remains a challenging problem of computational genomics. Often there is no single best approach to periodicity detection and a combination of different methods may improve the prediction accuracy. Discrete Fourier transform (DFT) has been extensively used to study primary periodicities in DNA sequences. Here we investigate the application of DFT method to identify and study alphoid higher order repeats.

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BookDOI

Data Mining Techniques for the Life Sciences

TL;DR: "Data Mining Techniques for the Life Sciences" seeks to aid students and researchers in the life sciences who wish to get a condensed introduction into the vital world of biological databases and their many applications.
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Understanding Long-range Correlations in DNA Sequences

TL;DR: A review of the literature on statistical long-range correlation in DNA sequences can be found in this paper, where the authors conclude that a mixture of many length scales (including some relatively long ones) is responsible for the observed 1/f-like spectral component.

Measure representation and multifractal analysis of complete genomes

TL;DR: Spectral analyses performed indicate that these measure representations, considered as time series, exhibit strong long-range correlation and the multifractal property of the measure representation and the classification of bacteria.
Journal ArticleDOI

Direct mapping of symbolic DNA sequence into frequency domain in global repeat map algorithm

TL;DR: This work presents several case studies of GRM use, and presents the use of complete set of a K-string ensemble which enables a new method of direct mapping of symbolic DNA sequence into frequency domain, with straightforward identification of repeats as peaks in GRM diagram.
Journal ArticleDOI

Coexistence of different base periodicities in prokaryotic genomes as related to DNA curvature, supercoiling, and transcription.

TL;DR: The comparison with available experimental data indicates that promoters with the most pronounced periodicities may be related to the supercoiling-sensitive genes.
References
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Journal ArticleDOI

Evolution of long-range fractal correlations and 1/f noise in DNA base sequences.

TL;DR: Spectral density measurements of individual base positions demonstrate the ubiquity of low-frequency 1/f β noise and long-range fractal correlations as well as prominent short-range periodicities.
Journal ArticleDOI

Long-range correlation properties of coding and noncoding DNA sequences: GenBank analysis.

TL;DR: An open question in computational molecular biology is whether long-range correlations are present in both coding and noncoding DNA or only in the latter, and the near-perfect agreement between the two independent analysis methods, FFT and DFA, increases the confidence in the reliability of the conclusion.
Journal ArticleDOI

The pitch of chromatin DNA is reflected in its nucleotide sequence.

TL;DR: A correlation analysis of chromatin DNA nucleotide sequences reveals the clear tendency of some of the dinucleotides to be repeated along the sequences with periods of 3 and about 10.5 bases, interpreted as a reflection of the deformational anisotropy of the DNA molecule that facilitates its smooth folding in chromatin.
Journal ArticleDOI

Prediction of probable genes by Fourier analysis of genomic sequences

TL;DR: The aim is to use Fourier techniques to analyse this periodicity, and thereby to develop a tool to recognize coding regions in genomic DNA, and find that the relative-height of the peak at f = 1/3 in the Fourier spectrum is a good discriminator of coding potential.
Journal ArticleDOI

Long-range correlation and partial 1/fα spectrum in a noncoding DNA sequence

TL;DR: In this article, a human DNA sequence containing mostly intron segments, those that do not code for proteins, and a "symbolic spectrum" is calculated for a human sequence.
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