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Tools for microbial community analysis using high-throughput amplicon sequencing data
Prášilová, Alžběta ; Větrovský, Tomáš (advisor) ; Novotný, Marian (referee)
Amplicon high-throughput sequencing is currently the most widely used technique to investigate complex microbial communities. In order to analyze amplicon sequencing data, specialized software and algorithms are required to turn raw sequencing data into biologically meaningful information. This thesis serves as an overview of the current pos- sibilities and an introduction to microbial community analysis. It provides a comparison of the most widely used bioinformatics pipelines as well as a newer pipeline SEED2 and a foundation for users to make a decision based on their preferences. 1
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The analysis of immunoglobulin and T-cell receptor gene rearrangements using next generation sequencing
Hašek, Daniel ; Froňková, Eva (advisor) ; Javorková, Eliška (referee)
DNA sequencing is a molecular genetic method that results in data about sequence and type of nucleotides present in a given sample of deoxyribonucleic acid (DNA), a molecular carrier of genetic information. These data are frequently of a crucial value for many fields; research, medicine, industry, criminalistics or others. During a long period of time almost all the sequencing was performed using a method invented by Frederick Sanger in the 70's, a technique that uses modified nucleotides that once incorporated into a DNA strand prevent this from further elongation. DNA synthesis in presence of such nucleotides leads to a formation of a mixture of fragments of different lenght that are electrophoretically separated by lenght and the sequence is read from the resulting gel. Since the principle of this method entails some inherent drawbacks (e.g. low throughput and coverage) a significant effort is made lately to develop alternative sequencing approaches. These methods colectively refered to as next-generation sequencing (NGS) use several technologies in order to overcome the limitations of the Sanger sequencing. This thesis discusses the most important NGS methods and focuses on their possible application for sequencing of immunoglobulin and T-cell receptor gene rearrangements, an area of undisputable...
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Gene expression of mutant alleles and X inactivation pattern in patients with selected X-linked disorders
Černá, Alena ; Dvořáková, Lenka (advisor) ; Sedláček, Zdeněk (referee)
In comparison to men, the number of X-linked genes is doubled in women as they have two chromosomes X while men are hemizygotes for X-linked genes. This imbalance is compensated by X inactivation (XCI) process, also known as primary X-inactivation, occurring in the early stage of embryogenesis. X inactivation is a random process and females are mosaics of two cell populations. The ratio of expressed alleles in women can be random (50:50) or skewed (≥80:20). The skewed X inactivation may occur due to selection when one of the alleles is preferentially inactivated (secondary X inactivation). In this study XCI status in heterozygous females with various severity of phenotypic symptoms and traits in selected X linked inherited metabolic diseases is analysed, with the focus being Fabry disease - the deficiency of the enzyme alpha-galactosidase A encoded by GLA gene. Moreover, XCI in one family with X linked agammaglobulinemia is examined. Mutant alleles and XCI status based on various loci, different methodical approaches and different tissues is subjected to examination. For the first time, the direct analysis of GLA gene transcript to detect the allele ratio was used alongside with the single-nucleotide polymorphisms in the IDS and LAMP genes for allele-specific expression (ASE) and the AR, RP2 and...
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Study of genome and transcriptome variability employing data processing from massive parallel DNA sequencing.
Vojta, Petr ; Hajdúch, Marián (advisor) ; Budinská, Eva (referee) ; Mokrejš, Martin (referee)
Massive parallel sequencing (MPS) data analysis tasks are often computationally demanding and their execution time would take too long using standard computing machines. Thus there is a need for parallelization of this tasks and ability to execute them on a sufficiently powerful computing machines. In the first chapter we describe a newly created platform for resequencing analysis of MPS data - MOLDIMED and novel annotation tool, which is ready to deploy on HPC infrastructure. The second chapter describes MPS approaches in Diamond-Blackfan anaemia (DBA), which is predominantly underlined by mutations in genes encoding ribosomal proteins (RP); however, its etiology remains unexplained in approximately 25% of patients. We performed panel sequencing of all ribosomal genes in DBA patient without previously known molecular pathology. A novel heterozygous RPS7 mutation coding RPS7 p.V134F was found in one female patient and subsequently confirmed in two asymptomatic family members, in whom mild anemia were detected on further examination. Subsequently, we performed whole transcriptome analysis in all family members and patient with RPS7 mutation in comparison with healthy control group and with DBA patients with known mutation in RPS19. We observed dysregulation mainly in signal pathways of translation,...
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Use of massive parallel sequencing in determination of skewed X inactivation
Veselková, Tereza ; Dvořáková, Lenka (advisor) ; Sedláček, Zdeněk (referee)
Skewed X chromosome inactivation has been often studied as a possible factor that influences manifestation of X-linked diseases in heterozygous women. Yet the association between phenotype and degree of skewing stays unclear for most disorders. Current works rely mostly on methods that are based on methyl-sensitive restriction while determining the X inactivation pattern and mainly the HUMARA assay which investigates the methylation profile in the AR gene. However those methods have some known disadvantages and therefore we are still seeking new methodical approaches. We used DNA isolated from whole blood and in some cases also buccal swabs to asses X inactivation patterns in 54 women using methylation-based methods for loci AR, CNKSR2 and RP2. Transcription-based assay was utilized to evaluate skewing of X inactivation in 32 of those women, whose samples were available for RNA extraction, using massive parallel sequencing and polymorphisms LAMP2 c.156A>T, IDS c.438C>T and ABCD1 c.1548G>A. Partly thanks to almost no stuttering during PCR the RP2 locus was the most informative in our study (71 % of women) and approximately the same number of women (69 %) were informative for the HUMARA assay. However when comparing the results of those two methods we determined difference greater than 10 % in...
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The analysis of immunoglobulin and T-cell receptor gene rearrangements using next generation sequencing
Hašek, Daniel ; Froňková, Eva (advisor) ; Javorková, Eliška (referee)
DNA sequencing is a molecular genetic method that results in data about sequence and type of nucleotides present in a given sample of deoxyribonucleic acid (DNA), a molecular carrier of genetic information. These data are frequently of a crucial value for many fields; research, medicine, industry, criminalistics or others. During a long period of time almost all the sequencing was performed using a method invented by Frederick Sanger in the 70's, a technique that uses modified nucleotides that once incorporated into a DNA strand prevent this from further elongation. DNA synthesis in presence of such nucleotides leads to a formation of a mixture of fragments of different lenght that are electrophoretically separated by lenght and the sequence is read from the resulting gel. Since the principle of this method entails some inherent drawbacks (e.g. low throughput and coverage) a significant effort is made lately to develop alternative sequencing approaches. These methods colectively refered to as next-generation sequencing (NGS) use several technologies in order to overcome the limitations of the Sanger sequencing. This thesis discusses the most important NGS methods and focuses on their possible application for sequencing of immunoglobulin and T-cell receptor gene rearrangements, an area of undisputable...
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