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CNV detection in the sequencing data
Pleskačová, Barbora ; Škutková, Helena (referee) ; Jugas, Robin (advisor)
Copy number variation detection in prokaryotic organisms is currently receiving more and more attention, mainly due to the association of CNV with pathogenicity and antibiotic resistance in bacteria. The algorithm designed in this thesis uses peak detection in sequencing coverage to detect CNV segments. Read coverage is commonly obtained by mapping sequencing reads of one individual to an already known reference of another individual of the same species. However, two individuals will always differ in a certain number of genes, resulting in unmapped reads that are unnecessarily discarded. Therefore, this work assumes that the biological accuracy of CNV detection can be increased by using a new reference that is created from the same set of reads as the reads mapped to this reference. Sequencing reads of Klebsiella pneumoniae individuals are used to verify this assertion.
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CNV detection in bacterial genomes
Lacinová, Michaela ; Sedlář, Karel (referee) ; Škutková, Helena (advisor)
This master thesis deals with analysis of structural variation of genome and with methods of its sequencing across all generations. Subsequently it contains a description of copy number variation and methods of its detection. The experimental part focuses on algorithm proposal for CNV detection according analysis and testing of uneven coverage in genome, variable representation of GC content and distance of sequence reads. Finally, the algorithm for detecting copy number variation is tested on genomic data of bacteria Klebsiella pneumoniae.
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Pathological findings in pediatric patients detected by array-CGH
Šlégrová, Sandra ; Krkavcová, Miroslava (advisor) ; Panczak, Aleš (referee)
The thesis focuses mostly on discovering unrevealed causes of pathologic phenotype symptoms of patients with whom no pathologic changes in genetic material were detected by common cytogenetic methods. All samples were examined by a chip method array-CGH (comparative genomic hybridization) which detects aberrant spots without any knowledge of where they are located in the genome. In some cases the method was used to verify or specify the finding that was diagnosed during previous genetic testing. The patients were examined by this method in an accredited genetics laboratory GENvia, s.r.o. in 2013 and partly also in 2014. The theoretical part of the thesis focuses on the role of the common cytogenetic method and its diagnostic use. I also describe the basic principle of the array-CGH method and its use in prenatal and postnatal diagnostics. The practical part of the thesis describes results of all examined patients. But mostly it focuses on pediatric patients where the diagnosis correlates with their clinical symptoms. All the results were verified by another method used for the particular diagnosis. Some results were verified by FISH (fluorescence in situ hybridization) method, other ways of the results verification are described as well. In total 8 pathologic findings were discovered in patients up to 12...
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Morphological and Genomic Profiling of Circulating Tumor Cells in Metastatic Colorectal Cancer
Thiele, Jana-Aletta ; Pitule, Pavel (advisor) ; Mohelníková Duchoňová, Beatrice (referee) ; Kasimir-Bauer, Sabine (referee)
Colorectal cancer (CRC) is the third most common cancer worldwide; it is responsible for nearly 10% of all newly diagnosed cancers and is the second most cause of cancer related death in Europe. Biomarkers for therapy guidance, targeted therapy and survival prognosis are still limited. As CRC is a heterogeneous disease, different parts of the tumor might have varying molecular characteristics which may change during therapy or disease progression. Through solid biopsies and screenings, these local or temporal differences are impossible to monitor. To facilitate detection of these possible temporal changes, a regularly and non-invasively accessible biomarker is required for disease monitoring. Circulating tumor cells (CTCs) might represent such a biomarker as they have been shown to be fluid surrogates of the solid tumor. EpCAM positive CTCs have shown to be prognostic in CRC for survival, but their full potential has not yet been evaluated further. By using the High Definition Single Cell Analysis (HD-SCA) workflow, we were able to analyze the entire spectrum of CTCs and categorize them as the regular CTCs (HD-CTC), CTCs with a smaller nuclear area (CTC-Small), CTCs with low expression of epithelial marker cytokeratin (CTC-LowCK) and CTCs undergoing apoptosis and therefore releasing cell free DNA...
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CNV detection in the sequencing data
Pleskačová, Barbora ; Škutková, Helena (referee) ; Jugas, Robin (advisor)
Copy number variation detection in prokaryotic organisms is currently receiving more and more attention, mainly due to the association of CNV with pathogenicity and antibiotic resistance in bacteria. The algorithm designed in this thesis uses peak detection in sequencing coverage to detect CNV segments. Read coverage is commonly obtained by mapping sequencing reads of one individual to an already known reference of another individual of the same species. However, two individuals will always differ in a certain number of genes, resulting in unmapped reads that are unnecessarily discarded. Therefore, this work assumes that the biological accuracy of CNV detection can be increased by using a new reference that is created from the same set of reads as the reads mapped to this reference. Sequencing reads of Klebsiella pneumoniae individuals are used to verify this assertion.
|
|
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CNV detection in bacterial genomes
Lacinová, Michaela ; Sedlář, Karel (referee) ; Škutková, Helena (advisor)
This master thesis deals with analysis of structural variation of genome and with methods of its sequencing across all generations. Subsequently it contains a description of copy number variation and methods of its detection. The experimental part focuses on algorithm proposal for CNV detection according analysis and testing of uneven coverage in genome, variable representation of GC content and distance of sequence reads. Finally, the algorithm for detecting copy number variation is tested on genomic data of bacteria Klebsiella pneumoniae.
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Morphological and Genomic Profiling of Circulating Tumor Cells in Metastatic Colorectal Cancer
Thiele, Jana-Aletta ; Pitule, Pavel (advisor) ; Mohelníková Duchoňová, Beatrice (referee) ; Kasimir-Bauer, Sabine (referee)
Colorectal cancer (CRC) is the third most common cancer worldwide; it is responsible for nearly 10% of all newly diagnosed cancers and is the second most cause of cancer related death in Europe. Biomarkers for therapy guidance, targeted therapy and survival prognosis are still limited. As CRC is a heterogeneous disease, different parts of the tumor might have varying molecular characteristics which may change during therapy or disease progression. Through solid biopsies and screenings, these local or temporal differences are impossible to monitor. To facilitate detection of these possible temporal changes, a regularly and non-invasively accessible biomarker is required for disease monitoring. Circulating tumor cells (CTCs) might represent such a biomarker as they have been shown to be fluid surrogates of the solid tumor. EpCAM positive CTCs have shown to be prognostic in CRC for survival, but their full potential has not yet been evaluated further. By using the High Definition Single Cell Analysis (HD-SCA) workflow, we were able to analyze the entire spectrum of CTCs and categorize them as the regular CTCs (HD-CTC), CTCs with a smaller nuclear area (CTC-Small), CTCs with low expression of epithelial marker cytokeratin (CTC-LowCK) and CTCs undergoing apoptosis and therefore releasing cell free DNA...
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Pathological findings in pediatric patients detected by array-CGH
Šlégrová, Sandra ; Krkavcová, Miroslava (advisor) ; Panczak, Aleš (referee)
The thesis focuses mostly on discovering unrevealed causes of pathologic phenotype symptoms of patients with whom no pathologic changes in genetic material were detected by common cytogenetic methods. All samples were examined by a chip method array-CGH (comparative genomic hybridization) which detects aberrant spots without any knowledge of where they are located in the genome. In some cases the method was used to verify or specify the finding that was diagnosed during previous genetic testing. The patients were examined by this method in an accredited genetics laboratory GENvia, s.r.o. in 2013 and partly also in 2014. The theoretical part of the thesis focuses on the role of the common cytogenetic method and its diagnostic use. I also describe the basic principle of the array-CGH method and its use in prenatal and postnatal diagnostics. The practical part of the thesis describes results of all examined patients. But mostly it focuses on pediatric patients where the diagnosis correlates with their clinical symptoms. All the results were verified by another method used for the particular diagnosis. Some results were verified by FISH (fluorescence in situ hybridization) method, other ways of the results verification are described as well. In total 8 pathologic findings were discovered in patients up to 12...
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Analysis of clinical features in patients with autism and intellectual disability who were indicated to the investigation using SNP array
Petříková, Nikola ; Vlčková, Markéta (advisor) ; Panczak, Aleš (referee)
This bachelor thesis deals with the analysis of clinical features in patients with autism spectrum disorders who were investigated using DNA microarrays. The introductory section is focused on the definition of autism and its subtypes, on currently known genetic causes of this neurodevelopmental disorder and on the possibilities of the laboratory diagnosis. Autism is likely caused by CNV occurring in different loci of the human genome, which can be efficiently diagnosed using DNA microarrays. This technique enables the detection of many CNV, but in most cases only common population polymorphisms can be identified. Our group consisted of 98 patients who suffered from some subtype of autism spectrum disorder. All patients were investigated using the microarray HumanCytoSNP-12 manufactured by Illumina. A retrospective analysis of clinical features of interest that were found in the medical documentation of the patients was performed. Statistical analysis of the data was performed to find possible associations. Specific pairs of features were compared in more detail. Features with known correlation previously published in the literature or features where a correlation could be expected were selected for this detailed analysis. Some findings were concordant with the published data, but some were not. Finally, it...
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