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Digital signal processing of mitochondrial genomes
Sonnenschein, Jiří ; Vítek, Martin (referee) ; Škutková, Helena (advisor)
The aim of this thesis is to test new less hardware demanding method of mitochondrial genom classification, for which numerical representation of biological sequences is used. Introductory part is focused on description of nucleic acids and mitochondrion. In following part of thesis, types of numerical representation of biological sequences without losing the original biological information are described. There are introduced possibilities of phase and frequency-domain analysis and principles of cluster analysis and dendrogram construction methods. Practical part of this work deals with analysis of mitochondrial genome for which cumulated and unwrapped phases are calculated. Mitochondrial sequences are compared by cluster analysis and dendrogram is constructed.
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Fourier transformation and spectrogram analysis of DNA sequences
Krejčí, Michal ; Provazník, Ivo (referee) ; Maděránková, Denisa (advisor)
Various methods of DNA sequences modifications for frequency analysis and basic characteristics of DNA are described in the theoretical part of this thesis. Tricolor spectrograms, created by short time Fourier transform help us to recognize some characteristic patterns in DNA sequences. Practical part of this work deals with developed programme which generates spectrograms and analyse them. Last part deals with the analysis of selected sequences of C. elegans genome. Some patterns are related to data of public databases such as NCBI. Various patterns are explained from the biological nature, which relates to chromosome structure and protein coding regions. Another well recognised patterns, tandem repetitions composed of satellites, microsatellites and minisatelites are described by spectrograms as well.
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Digital signal processing of mitochondrial genomes
Sonnenschein, Jiří ; Vítek, Martin (referee) ; Škutková, Helena (advisor)
The aim of this thesis is to test new less hardware demanding method of mitochondrial genom classification, for which numerical representation of biological sequences is used. Introductory part is focused on description of nucleic acids and mitochondrion. In following part of thesis, types of numerical representation of biological sequences without losing the original biological information are described. There are introduced possibilities of phase and frequency-domain analysis and principles of cluster analysis and dendrogram construction methods. Practical part of this work deals with analysis of mitochondrial genome for which cumulated and unwrapped phases are calculated. Mitochondrial sequences are compared by cluster analysis and dendrogram is constructed.
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| |
|
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Fourier transformation and spectrogram analysis of DNA sequences
Krejčí, Michal ; Provazník, Ivo (referee) ; Maděránková, Denisa (advisor)
Various methods of DNA sequences modifications for frequency analysis and basic characteristics of DNA are described in the theoretical part of this thesis. Tricolor spectrograms, created by short time Fourier transform help us to recognize some characteristic patterns in DNA sequences. Practical part of this work deals with developed programme which generates spectrograms and analyse them. Last part deals with the analysis of selected sequences of C. elegans genome. Some patterns are related to data of public databases such as NCBI. Various patterns are explained from the biological nature, which relates to chromosome structure and protein coding regions. Another well recognised patterns, tandem repetitions composed of satellites, microsatellites and minisatelites are described by spectrograms as well.
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