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Identification of non-coding RNAs of Clostridium beijerinckii NRRL B-598 using RNA-Seq data
Pomykalová, Barbora ; Sedlář, Karel (referee) ; Jurečková, Kateřina (advisor)
This bachelor thesis contains short introduction into bacterial small non-coding RNA problematic. It is oriented on their features and functions in organisms, especially in bacteria Clostridium beijerinckii NRRL B-598. Bachelor thesis also contains description of various laboratory methods for gene expression determination and suggests a detection method for small non-coding RNA in bacteria Clostridium beijerinckii NRRL B-598. Suggested method works with data, which were obtained by RNA-Seq technology. Within the framework of the bachelor thesis was suggested method implemented in programming and numeric computing platform MATLAB and its results were discussed.
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Study on gene expression in Cupriavidus necator and other selected polyhydroxyalkanoates producers
Centnerová, Radmila ; Šedrlová, Zuzana (referee) ; Pernicová, Iva (advisor)
The aim of this bachelor thesis was study on gene expression in bacterium Cupriavidus necator H16 that is known as a model bacterium for the metabolism of polyhydroxyalkanoates. In the first part of this thesis, the optimalization of RT-qPCR method was performed. The optimized method was implemented on the study on gene expression. Furthermore, there were tested several commercial isolation kits for the genomic DNA isolation, the RNA isolation and the reverse transcription of the RNA and synthesis of the complementary DNA. These kits were compared in order to choose the one that would have provided the most relevant results and also the kit handling would have been simple and safe. There were different results accomplished for all kits. This means the kit used for the isolation had unneglectable impact on the quality of the isolated nucleic acid and therefore also on the success of the whole measurement. Isolated genomic DNA was used for optimalization and calibration. Isolated RNA and complementary DNA were used in the second part of the thesis. In this part, the studied bacterium was cultivated under various conditions and carbon sources. Subsequently, the optimized RT-qPCR method was performed and used for study on gene expression of chosen genes involved in the biosynthesis of polyhydroxyalkanoates. There were more significant differences in gene expression observed for fructose as a carbon source, compared to -butyrolacton as a carbon source. The greatest increase of the gene expression for fructose as a carbon source was measured for gene encoding 4-hydroxyphenylacetate-3-hydroxylase. There were more considerable differences in gene expression observed for -butyrolacton as a carbon source only for gene encoding 4-hydroxybutyrate dehydrogenase. Therefore, the choice of the carbon source impacts fundamentally the gene expression.
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Nutrigenomics and diseases of civilisation
Sadel, Peter ; Souralová Popelková, Miriam (referee) ; Vránová, Dana (advisor)
The aim of the first part of this bachelor´s thesis is to explain and describe the basic terms which were used as diseases of civilisation, gen, genome, nutrigenomics, nutrigenetics. The second part of this work focuses on the characterization and description of some of the most often occurring diseases of civilisation in this world as obesity, diabetes mellitus or cardiovascular diseases and it has to point at possible causes of their formation and prevention. In the following chapters knowledge and practises of nutrigenomics were used during searching for the reasons of formation and prevention of civilisation diseases. Nutrigenomics is relatively a young discipline of science and only future research and monitoring will show its possible meaning in the future. The main goal of this work was to summarize and clearly demonstrate information about given theme from various information sources.
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Analysis of intron sequence variability
Kukačková, Hana ; Provazník, Ivo (referee) ; Kubicová, Vladimíra (advisor)
This bachelor thesis reviews genetic expression, the main characteristics of introns, their importance, and the methodology of their recognition. Practical part focuses on intron variability analysis and conservative sequences searching. In the beginning, there is a structure of nucleic acids with their chemical and physical characteristics reviewed, follow by gene expression description with all steps – transcription, posttranscriptional splicing and translation. Afterwards, there is an analysis of introns importance, introns evolution theories and similarities among different organisms mentioned, follow by some introns recognition methods. Practical part is focused on the initial and terminal regions of introns and conservative dinucleotide sequences verifying. The thesis studies intron – exon and exon – intron boundaries. The last part tries to suggest new potentially conservative sequences – patterns, search for them and check their conservativeness.
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Operon structures inference in genome-wide analysis
Nejezchlebová, Julie ; Jurečková, Kateřina (referee) ; Schwarzerová, Jana (advisor)
The bachelor thesis is devoted to the problem of derivation of operon structures and creation of a software tool that allows prediction of operon structures. The tool both predicts operons based on gene expression information, but also refines already predicted operons with gene expression information. The tool is tested on the bacteria Escherichia coli BW25113 and Clostridium beijerinckii NRRL B-598. The theoretical part is devoted to description of operon structure and function, genome sequencing, transcriptome analysis, Clostridium beijerinckii NRRL B-598, Escherichia coli BW25113 and already available online tools for inferring operon structures. In the practical part of the thesis, the pre-processing of raw transcriptomic data to obtain a suitable format for the prediction of operon structures, testing of online tools and the actual implementation of the tool itself are discussed.
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Methods for class prediction with high-dimensional gene expression data
Šilhavá, Jana ; Matula, Petr (referee) ; Železný, Filip (referee) ; Smrž, Pavel (advisor)
Dizertační práce se zabývá predikcí vysokodimenzionálních dat genových expresí. Množství dostupných genomických dat významně vzrostlo v průběhu posledního desetiletí. Kombinování dat genových expresí s dalšími daty nachází uplatnění v mnoha oblastech. Například v klinickém řízení rakoviny (clinical cancer management) může přispět k přesnějšímu určení prognózy nemocí. Hlavní část této dizertační práce je zaměřena na kombinování dat genových expresí a klinických dat. Používáme logistické regresní modely vytvořené prostřednictvím různých regularizačních technik. Generalizované lineární modely umožňují kombinování modelů s různou strukturou dat. V dizertační práci je ukázáno, že kombinování modelu dat genových expresí a klinických dat může vést ke zpřesnění výsledku predikce oproti vytvoření modelu pouze z dat genových expresí nebo klinických dat. Navrhované postupy přitom nejsou výpočetně náročné. Testování je provedeno nejprve se simulovanými datovými sadami v různých nastaveních a následně s~reálnými srovnávacími daty. Také se zde zabýváme určením přídavné hodnoty microarray dat. Dizertační práce obsahuje porovnání příznaků vybraných pomocí klasifikátoru genových expresí na pěti různých sadách dat týkajících se rakoviny prsu. Navrhujeme také postup výběru příznaků, který kombinuje data genových expresí a znalosti z genových ontologií.
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Studying of Gene Expression Involved in Hyaluronic Acid Synthesis in Streptococcus Equi Subsp. Zooepidemicus Using DNA Microarrays and Real-Time PCR
Hrudíková, Radka ; Šeda,, Ondřej (referee) ; Bobek,, Jan (referee) ; Velebný, Vladimír (advisor)
Hyaluronic acid (HA) is an important substance, which is mostly used in pharmaceutical and cosmetic industry. This substance is commonly found in the human body. HA is one of the factors contributing to virulence of microorganisms. Some bacterial strains produce hyaluronic acid in the form of a mucoid capsule that encapsulates the cell to protect bacteria against the immune system of the host organism. One of the main producers is the bacterial strain Streptococcus equi subsp. zooepidemicus. Contipro a.s. uses the strain CO4A to produce hyaluronic acid in large scale. The production strain was obtained by random mutagenesis by UV light. The aim of the work was to study changes in the genome, which led to a significant increase in hyaluronic acid production, using DNA microarray and real-time PCR (qPCR). The genome of the strain CO4A was sequenced and compared to reference ATCC35246 [1]. The size of the genome is 2,167,251 bp and 83 relevant variants (59 SNV and 34 indels) have been identified. Variants in coding regions were annotated and amino acid sequence changes were determined. In SNV mutations there was a change in the amino acid sequence in 45 cases. The change was identified in every case of indel mutations. The expression level of selected groups of genes was monitored in both strains by the method of DNA microarrays. A cascade of increased expression level of amino sugar metabolism genes leading to the synthesis of UDP-N-acetyl glucosamine was observed in strain CO4A (the increase in expression level of these genes compared to ATCC35246 was on average 28 %). Subsequently, the expression of selected genes was verified by qPCR. There was no significant difference in the expression level of the has operon genes of both strains. The effect of supplementation of the culture medium with N-acetylglucosamine (GlcNAc), which is one of the precursors of HA synthesis, was also studied by qPCR. A positive effect of the supplementation of the culture medium with external GlcNAc in the CO4A strain has been recorded. Also, the supplementation has positive effect on the yield of HA from the medium (increase in yield was on average by 17 %). GlcNAc has been shown to have a positive effect on the yield of HA in ATCC35246 strain as well (increase in yield was 9 % on average), but no significant changes in the expression levels were found in selected groups of genes in ATCC35246.
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Gene regulatory network inference based on mutual information in non-model organisms
Pirkl, Petr ; Sedlář, Karel (referee) ; Musilová, Jana (advisor)
The thesis is focused on summary of laboratory methods for determining gene expression, data preprocessing procedures and possible tools used to infere gene regulatory networks. Furthermore, the thesis handles with the pre-processing of data. It means create count table and normalize it. It was use data from the non-model organism Clostridium beijerinckii NRRL B-598. The main parts of the thesis are designed an algorithm for the creation of a gene regulatory network using mutual information and its implementation in the R language. This include testing the algorithm on data from the non-model organism and the gold standard.
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Long term sublethal stress in colonies of Saccharomyces cerevisiae deleted in WHI3
Krampotová, Ester ; Schierová, Michaela (advisor) ; Dušková, Michala (referee)
This diploma thesis is devoted to the topic of the development of natural non-pathogenic yeast colonies in non-laboratory diploid strain of Saccharomyces cerevisae with deletion WHI3, during long-term mild stress. The absence of Whi3 causes significantly higher senzitivity to medium composition relative to the parental strain, thus whi3Δ /whi3Δ colonies are a good model for study of the virulence induction due to environmental stress in pathogenic yeasts. Deletion of WHI3 in the BR-F strain results in a significant suppression of the ability to form structured colonies caused mainly by the reduced level of Flo11. The absence of Whi3 also has a negative effect on the expression of other genes involved in the stress response. The aim of the work is to determine whether changes in the expression of genes encoding stress proteins induced by sublethal doses of the inhibitor are dependent on Whi3, Yap6 and Mpt5 proteins. To induce stress in yeast, we used NaCl or CdSO4. The YAP6 and MPT5 genes encode regulatory proteins involved in the stress response, which expression is under control of Whi3. In whi3Δ /whi3Δ , the level of Hsp26, Tsa1, Pab1, and Gre2 was lower than in the parental strain. The Yap6 protein affects the response to the presence of Cd2+ in the medium, although according to SGD, only its...
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Účinky vybraných peptidů na jednobuněčnou řasu Chlamydomonas reinhardtii
Avdeeva, Olga
In the presented work, the modified novicidin peptides NVCAA and NVCHH were applied to the unicellular alga Chlamydomonas reinhardtii. The aim of the study was to determine the minimum inhibitory concentrations of the tested peptides on Escherichia coli bacteria with subsequent application on the unicellular algae Chlamydomonas reinhardtii. The assessment of the effect of the tested peptides on the algae was carried out using spectrophotometric analyses: chlorophyll A and chlorophyll B content, total flavonoid content, total antioxidant capacity and using the DPPH ASSAY method. Chlamydomonas reinhardtii molecular changes were determined by monitoring the amount of isolated RNA and the expression of APX1, APX2, CAT1, CAT2 genes using the Real-time PCR method. Statistically processed data showed that the application of NVCAA and NVCHH peptides induced considerable stress in the cilia.
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