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Analysis of horizontal transfer of genetic components using static network analysis
Labanava, Anastasiya ; Jurečková, Kateřina (referee) ; Schwarzerová, Jana (advisor)
The bachelor's thesis focuses on the issue of horizontal genetic elements transfer between bacteria of different strains and the software analysis implementation that enables horizontally transferred genes identification. The packages and tools used were tested on a dataset of bacterial genomes from several strains. The thesis’ theoretical part provides a detailed description of the genetic components transfer between bacteria and describes modern laboratory techniques that enable genome sequencing in various ways. In the practical part, the thesis deals with the preprocessing of genomic files to obtain suitable data for annotation. To detect the horizontal transfer of genetic elements between bacteria, a script is introduced, which organizes annotated bacteria to tables and searches for the same genes in their genomes that, under theoretical assumptions, were horizontally transferred. Furthermore, the gene transfer is visualized using tools that graphically represent phylogenetic relations between bacteria. In the final step, bacterial genomes are connected into networks, and based on their static analysis, a discussion is conducted on the results accuracy and the success of the proposed analysis.
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Predictor of the Effect of Amino Acid Substitutions on Protein Function
Musil, Miloš ; Martínek, Tomáš (referee) ; Bendl, Jaroslav (advisor)
This thesis discusses the issue of predicting of the effect of amino acid substitutions on protein funkcion, based on phylogenetic analysis method, inspired by tool MAPP. Significant number of genetic diseases is caused by nonsynonymous SNPs manifested as single point mutations on the protein level. The ability to identify deleterious substitutions could be useful for protein engineering to test whether the proposed mutations do not damage protein function same as for targeting disease causing harmful mutations. However the experimental validation is costly and the need of predictive computation methods has risen. This thesis describes desing and implementation of a new in silico predictor based on the principles of evolutionary analysis and dissimilarity between original and substituting amino acid physico-chemical properties. Developed algorithm was tested on four datasets with 74,192 mutations from 16,256 sequences in total. The predictor yields up to 72 % accuracy and in the comparison with the most existing tools, it is substantially less time consuming. In order to achieve the highest possible efficiency, the optimization process was focused on selection of the most suitable (a) third-party software for calculation of a multiple sequence alignment, (b) overall decision threshold and (c) a set of physico-chemical properties.
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Properties of current signals in nanopore sequencing
Plocková, Veronika ; Nykrýnová, Markéta (referee) ; Sedlář, Karel (advisor)
Oxford Nanopore technologies brought new and revolutionary technology in the field of DNA sequencing. Their sequencing device measures changes in the electric current flowing through pores together with DNA. This work aims to describe differences between raw signals produced by various sequencing kits and sequencing flowcells while sequencing several different bacteria. Two datasets combining five different organisms, two sequencing kits, and two types of flowcells were used to analyze various statistical parameters that would be suitable for the description of current signals gathered from nanopores. Finally, the samples were classified using the k-means algorithm and the results were discussed.
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Predicting the Effect of Amino Acid Substitutions on Protein Function Using MAPP Method
Pelikán, Ondřej ; Vogel, Ivan (referee) ; Bendl, Jaroslav (advisor)
This thesis discusses the issue of predicting the effect of amino acid substitutions on protein function using MAPP method. This method requires the multiple sequence alignment and phylogenetic tree constructed by third-party tools. Main goal of this thesis is to find the combination of suitable tools and their parameters to generate the inputs of MAPP method on the basis of analysis on one massively mutated protein. Then, the MAPP method is tested with chosen combination of parameters and tools on two large independent datasets and consequently is compared with the other tools focused on prediction of the effect of mutations. Apart from this the web interface for the MAPP method was created. This interface simplifies the use of the method since the user need not to install any tools or set any parameters.
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Taxonomic overview of the genus Arthroderma with focus on species associated with reptiles and bats
Kolarczyková, Daniela ; Hubka, Vít (advisor) ; Dobiáš, Radim (referee)
The genus Arthroderma belongs to a group of geophilic dermatophytes that primarily degrade keratin in soil and occasionally cause infections in humans and animals. This species-rich genus has received particular attention in recent years in terms of species occurring in human clinical material or clinical samples isolated from rodents and other mammals, which has been associated with a significant increase in the number of its species. In this thesis, the species diversity of the genus Arthroderma was investigated in material isolated from snakes, bats and cave sediment, a substrate that has been almost unexplored in terms of the occurrence of this genus. The strains studied were isolated during research on bats diseased by "white nose syndrome" and snakes by "snake fungal disease". In the past, the genus Arthroderma has been studied either on the basis of morphology or, after the advent of molecular methods, in terms of multigene phylogeny. However, no monographs have simultaneously combined phenotypic and molecular genetic criteria to assess species boundaries across the genus or a significant part of it. This is one of the reasons why species boundaries are often unclearly defined. Thus, another aim of this work was to improve the multigene phylogeny of the genus by incorporating new strains,...
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Analysis of horizontal transfer of genetic components using static network analysis
Labanava, Anastasiya ; Jurečková, Kateřina (referee) ; Schwarzerová, Jana (advisor)
The bachelor's thesis focuses on the issue of horizontal genetic elements transfer between bacteria of different strains and the software analysis implementation that enables horizontally transferred genes identification. The packages and tools used were tested on a dataset of bacterial genomes from several strains. The thesis’ theoretical part provides a detailed description of the genetic components transfer between bacteria and describes modern laboratory techniques that enable genome sequencing in various ways. In the practical part, the thesis deals with the preprocessing of genomic files to obtain suitable data for annotation. To detect the horizontal transfer of genetic elements between bacteria, a script is introduced, which organizes annotated bacteria to tables and searches for the same genes in their genomes that, under theoretical assumptions, were horizontally transferred. Furthermore, the gene transfer is visualized using tools that graphically represent phylogenetic relations between bacteria. In the final step, bacterial genomes are connected into networks, and based on their static analysis, a discussion is conducted on the results accuracy and the success of the proposed analysis.
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Střevní paraziti ptáků na Svalbardu
ŽÁNOVÁ, Veronika
The study aimed to obtain essential knowledge about the distribution of intestinal parasites of birds occurring in Svalbard. Noninvasive coprological techniques were used to detect coccidian, cryptosporidian and microspordian parasites. The research included field collection of faecal samples and laboratory examination by microscopic and molecular methods.
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Evolution of visual sensory system in the common barbel (Barbus barbus)
Konvičková, Zuzana ; Musilová, Zuzana (advisor) ; Pergner, Jiří (referee)
Vertebrates inherited five visual opsin classes from their common ancestor expressed in the rod and cone cells. While many vertebrate groups reduced the number of visual pigments they possess, opsins of teleost fishes have diversified. Today, teleosts outstand among all vertebrates in the number of visual pigments and photoreceptor types. This extraordinary development was also facilitated by the teleost- specific whole genome duplication that occurred approximately 350 Mya. Here I explored teleost species that recently underwent subsequent whole genome duplication - the common barbel (Barbus barbus). This event was accompanied by hybridization (i.e., it was allopolyploidization) and resulted in 14 opsin genes found in the genome, an unusually high number even among teleosts. In this thesis, I studied the effects of such an expanded opsin repertoire on the visual abilities of the common barbel. Based on the whole genome, I have completed the reference sequences of all opsin genes and revealed their positions on the chromosomes. I analysed retinal transcriptomes and constructed developmental series of opsin expression profiles. All opsin genes were preserved functional in the genome, even though one of them (green-sensitive, named RH2-4 in this thesis) was not found in the transcriptome and showed...
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Properties of current signals in nanopore sequencing
Plocková, Veronika ; Nykrýnová, Markéta (referee) ; Sedlář, Karel (advisor)
Oxford Nanopore technologies brought new and revolutionary technology in the field of DNA sequencing. Their sequencing device measures changes in the electric current flowing through pores together with DNA. This work aims to describe differences between raw signals produced by various sequencing kits and sequencing flowcells while sequencing several different bacteria. Two datasets combining five different organisms, two sequencing kits, and two types of flowcells were used to analyze various statistical parameters that would be suitable for the description of current signals gathered from nanopores. Finally, the samples were classified using the k-means algorithm and the results were discussed.
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Phylogenetic assesment of cultural characters
Gillová, Lucie ; Frynta, Daniel (advisor) ; Rexová, Kateřina (referee)
Phylogenetic methods have been used for analysing cultural characters extensively in the last ten years. This bachelor thesis starts with a brief overview and characteristics of the methods used for these analyses and then it deals with all three main fields where these methods have been applied. The first one of them is the analysis of manuscripts and their relations which is unique in that even non-cladistic methods bring usually good results. The second field discussed in this thesis is the anthropological characters, including both artefacts of material culture and various features of social orders. The last one deals with the analysis of languages and language families. In all the chapters, different approaches to different data are listed and the most important studies are described in detail. The thesis also attempts to find negative and positive sides of different approaches.
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