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Genome analysis techniques and their applications in elucidation of molecular underpinnings of rare genetic diseases.
Přistoupilová, Anna ; Kmoch, Stanislav (advisor) ; Sedláček, Zdeněk (referee) ; Pačes, Jan (referee)
Rare diseases represent a heterogeneous group of more than ~7000 different diseases, affecting 3,5-5,9% of the global population. Most rare diseases are genetic, but causal genes are known only in some of them. Many patients with rare diseases remain without a diagnosis, which is crucial for genetic counseling, prevention, and treatment. With the development of new methods of genome analysis, decreasing cost of sequencing, and increasing knowledge of the human genome, a new concept for identifying disease-causing genes was established. It is based on comparing the patient's genetic variability with the genetic variability of the general population. This dissertation describes next-generation sequencing technologies (NGS), bioinformatic analysis of acquired data and their applications in the elucidation of molecular underpinnings of rare genetic diseases. These procedures have led to the identification and characterization of causal genes and gene mutations in autosomal dominant tubulointerstitial kidney disease (SEC61A1, MUC1), autosomal dominant neuronal ceroid lipofuscinosis (CLN6, DNAJC5), neurodegenerative disease of unknown etiology (VPS15), Acadian variant of Fanconi syndrome (NDUFAF6) and spinal muscular atrophy (SMN1). The application of novel genome analysis techniques increased the...
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Current methods of genome analysis and their use in identification of genetic determinants of human diseases
Stránecký, Viktor ; Kmoch, Stanislav (advisor) ; Kleibl, Zdeněk (referee) ; Pačes, Jan (referee)
The study of rare genetic diseases presents unique opportunity to uncover the genetic and molecular basis of human traits and greatly helped to the identification of genes, to the elucidation of their function and to the characterization of metabolic pathways and cellular processes. Over the past decades, linkage analysis has been appropriate approach to search for the genes causing Mendelian diseases and contributed to the identification of many genes, but the genetic cause of many diseases remains unknown. New methods of studying the human genome, microarray technology and massively parallel sequencing (next generation sequencing), represent a way to efficiently identify the cause of genetically determined diseases, based on direct observation of mutations in the genome of affected individuals. These techniques replaced the traditional method of disease gene identification represented by linkage analysis and sequencing of candidate genes and have become the standard approach to elucidate the molecular basis of diseases. In this work, i describe the the results achieved by using these methods - identification of the genes underlying mucopolysacharidosis type IIIC, isolated defect of ATP synthase, Rotor syndrome, autosomal dominat ANCL and GAPO syndrome.
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Application of novel genomic techniques in studies of pathogenesis of selected rare inherited disorders
Nosková, Lenka ; Kmoch, Stanislav (advisor) ; Sedláček, Zdeněk (referee) ; Živný, Jan (referee)
Rare diseases are a heterogeneous group of disorders. Knowledge of their molecular basis is poor and till recently there were no appropriate methodical approaches due to a limited number of patients. Novel genomic techniques, especially the DNA array technology and the next generation sequencing emerging in last few years, enabled studies of these diseases even in small families and sporadic cases. This PhD thesis focuses on application of novel genomic techniques in studies of rare inherited diseases. It describes a use of DNA array technology in linkage analysis, analysis of differential gene expression, analysis of copy number variations and homozygous mapping, and a use of next generation sequencing technology. Combination of these methods was used for identification of molecular basis of adult neuronal ceroid lipofuscinosis, Rotor syndrome, isolated defect of ATP synthase and mucopolysaccharidosis type IIIC.
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Molecular basis of selected inherited rare diseases
Hartmannová, Hana ; Kmoch, Stanislav (advisor) ; Krebsová, Alice (referee) ; Živný, Jan (referee)
Rare diseases represent a clinically and genetically heterogeneous group of diseases affecting various organs and presenting at different ages. Identification and functional characterization of genetic defects causing individual rare diseases represent unique opportunity to understand biological functions of human genes and gene products as well as to basic pathogenetic mechanisms of individual diseases. This knowledge is prerequisite for their effective diagnosis, specific treatment and prevention and it also opens up an avenue for better understanding of complex diseases. My thesis documents basic conceptual and methodological developments of biochemical genetics, functional cloning, genetic mapping, positional cloning, DNA microarrays and genomic sequencing, which have provided a universal framework for effective characterization of the genetic architecture of almost all human diseases. This conceptual and technological developments are demonstrated on several cases of rare genetic diseases - adenylosuccinate lyase deficiency, mucopolysacharidosis type IIIC, Rotor syndrome, deficiency of ATP synthase, neuronal ceroid lipofuscinosis, GAPO syndrome and X -linked restrictive cardiomyopathy, which genetic and molecular basis I have helped to elucidate.
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Application of novel DNA sequencing techniques in biomedical research
Přistoupilová, Anna ; Kmoch, Stanislav (advisor) ; Mašek, Tomáš (referee)
Next generation sequencing technologies are changing the way scientific experiments and diseases diagnostics are performed and thus will allow what is called personalized medicine. The sense of presented thesis is to make survey of new approaches to DNA sequencing and demonstrate usage and constraints of bioinformatic analytical tools available to day. Discussed techniques are then applied to the case study of finding molecular basis for rare hereditary disease. Introductory part deals with overview of commercially available sequencing techniques (454 Life Science, Applied Biosystems, Illumina, Helicos). Fundamentals of each method are described and possible further development is outlined. Post sequencing data analysis is than discussed in details. In practical section we demonstrate genome analysis techniques successfully used to reveal causal mutation in the gene responsible for adult form of autozomal neuronal ceroid lipofuscinosis (ANCL). Combination of linkage analysis (Merlin), copy number variant analysis (Genome-Wide Human SNP Array 6.0), analysis of expression profiles (HumanRef-8 v2 Expression BeadChips) and exome sequencing (SOLiD™ 4 System) has been applied to members of one ANCL family. We also paid attention to comparison, evaluation and selection of available mapping algorithms used in...
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Molecular analysis in cases of inherited diseas
Mrázová, Lenka ; Kmoch, Stanislav (advisor) ; Jirsa, Milan (referee) ; Macek, Milan (referee)
Urcení vztahu mezi onemocnením a jeho molekulární podstatou je jedním z hlavních cílu lékarské genetiky. V rámci studie: "Molekulární analýza vybraných dedicne podmínených onemocnení" byly popsány postupy, které vedou k objasnení molekulární podstaty u onemocnení s již známými odpovednými geny i u onemocnení, u kterého byl odpovedný gen teprve identifikován. Studie prispela k rozšírení znalostí zkoumaných dedicných onemocnení. Zavedené postupy molekulárních analýz jsou soucástí diagnostiky na Ústavu dedicných metabolických poruch v Praze. Výsledky techto analýz slouží k prevenci, prognóze i lécbe onemocnení a u postižených rodin byla umožnena prenatální diagnostika. Výsledky byly publikovány v nekolika domácích i zahranicních odborných casopisech a prezentovány na mezinárodních konferencích. Nekteré z publikací byly dále citovány.
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