Spectral-Statistical Approach for Revealing Latent Regular Structures in DNA Sequence.
Data Mining Techniques for the Life Sciences
Methods in molecular biology, January 2016
Maria Chaley, Vladimir Kutyrkin
Oliviero Carugo, Frank Eisenhaber
Methods of the spectral-statistical approach (2S-approach) for revealing latent periodicity in DNA sequences are described. The results of data analysis in the HeteroGenome database which collects the sequences similar to approximate tandem repeats in the genomes of model organisms are adduced. In consequence of further developing of the spectral-statistical approach, the techniques for recognizing latent profile periodicity are considered. These techniques are basing on extension of the notion of approximate tandem repeat. Examples of correlation of latent profile periodicity revealed in the CDSs with structural-functional properties in the proteins are given.
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