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Methods for determination of tumor markers in the blood plasma and their clinical significance in diagnosing
Toman, Karel ; Márová, Ivana (referee) ; Čáslavský, Josef (advisor)
The thesis discusses the methods of determination of tumor markers and their clinical importance in medical diagnostics. The theoretical part describes clinically important tumor markers and also the chemiluminescent immunoassay methods used for their determination. The practical part of the thesis describes the introduction of new chemiluminescent methods for the determination of tumor markers in routine operation, evaluates its basic analytical parameters and compares it with the existing immunoturbidimetric method. The practical part also presents results of monitoring of cancer patients with various tumors, which is performed by evaluation of the values of tumor markers. Comparison of our method with other methods within the context of System of external quality control is also documented.
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Machine learning models for quantifying phenotypic signatures of cancer cells based on transcriptomic and epigenomic data
Koban, Martin ; PhD, Florian Halbritter, (referee) ; Mehnen, Lars (advisor)
S rozvojom techník pre efektívnu akvizíciu genomických dát sa jednou z kľúčových vedeckých výziev stala interpretácia výsledkov týchto experimentov v zmysluplnom biologickom kontexte. Táto práca sa zameriava na využitie informácií ukrytých v dobre charakterizovaných transkriptomických a epigenomických dátach z verejne dostupných zdrojov pre účely takejto interpretácie. Najskôr je vytvorený integrovaný súbor dát generovaných metódami DNase-seq a ATAC-seq, ktoré kvantifikujú chromatínovú dostupnosť. Tieto údaje sú doplnené verejne dostupnými výsledkami techniky RNA-seq pre kvantitatívne hodnotenie génovej expresie a vhodne predspracované pre ďalšiu analýzu. Pripravené dáta sú následne použité na trénovanie modelov strojového učenia (klasifikátorov) s dvomi základnými cieľmi. Po prvé za účelom augmentácie metadát prislúchajúcich k jednotlivým biologickým vzorkám v trénovacom dátovom súbore pomocou predikcie nedefinovaných anotácií. Po druhé pre anotáciu zle charakterizovaných testovacích dát (nepoužitých v trénovacej fáze) za účelom overenia generalizačnej schopnosti zostavených modelov. Dosiahnuté výsledky ukazujú, že natrénované klasifikátory sú schopné zachytiť biologicky relevantné informácie, zatiaľ čo vplyv technických artefaktov je minimalizovaný. Navrhnutý prístup je preto schopný prispieť k lepšiemu pochopeniu komplexných transkriptomických a epigenomických dát, predovšetkým v oblasti onkologického výskumu.
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Natural drugs in cancer treatment and their cytotoxicity
Hájková, Tereza ; Raudenská, Martina (referee) ; Provazník, Ivo (advisor)
The thesis deals with the natural substances in context with the cancer disease. The natural substances have a positive effect on the human organism and they are able to influence the viability and the growth of the cancer cells. The main mechanical device is to influence the mechanisms needed to start the apoptosis of the cancer cells and stopping further proliferation. The cancer cell lines utilization in the cancer disease is discussed in the thesis too. The thesis states common methods of determining the natural substances cytotoxicity. For the experimental part of the thesis it was chosen the MTT test method and the xCELLigence system for monitoring in real time. The mechanical device of the tested substance capsaicin in application on the prostate cell lines, tumorous PC3 and nontumorous PNT1A influence will be observed within the experimental part of the thesis.
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Analysis of NGS data for study of transposon activity in cancer cells
Hrazdilová, Ivana ; Čegan,, Radim (referee) ; Eduard, Kejnovský (advisor)
Theoretical part of this diploma thesis gives a brief characteristic of human mobile elements (transposons), which represents nearly 50% of human genome. It provides basic transposon clasification and describes types of transposons present in hunam genome, as well as mobilization, activation and regulation mechanisms. The work also deals with the domestication of transposons, describes the ways in which TE contribute to DNA damage and summarizes the diseases caused by mutagenic activity of transposons in the human genome. Conclusion of theoretical part describes next-generation sequencing technologies (NGS). As practical part, data from RNA-seq experimet were analyzed in order to compare differen transposon activity in normal and cancer cells from prostate and colorectal tissues. As like as publicly available sophisticated tools (TopHat), new scripts were created to analyze these data. The results show that cancer cells exhibit overexpression of transposons. This corresponds with the published results and suggests a connection of transposon activation with cancer development.
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Biocompatible protein cages for encapsulation and internatization of small interfering RNA
Mokrý, Michal ; Balvan, Jan (referee) ; Heger, Zbyněk (advisor)
This thesis is focused on creation of apoferritin nanocarrier with encapsulated small interfering RNA marked with fluorescent dye. Main objectives are optimization of pH and amount of siRNA encapsulated into apoferritin cavity and physicochemical characteristics of created nanocarrier. First part deals with theoretical knowledge necessary for understanding concept of this thesis. Second part describes used methods and evaluated results. Created apoferritin nanocarriers were optimal in size with great hemocompatibility, but long-term stability didn’t meet our expectations.
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Native hyaluronan as a delivery system for hydrophobic drugs
Černá, Eva ; Mravec, Filip (referee) ; Pekař, Miloslav (advisor)
The aim of this paper is to discover whether it is possible to use the native form of hyaluronic acid as a hydrophobic drug carrier for a targeted distribution in the body. In its structure, hyaluronic acid is a linear high molecular weight biopolysaccharide which is found in most living organisms. Hyaluronan is involved in many physiological processes and therefore is essential for the functionality of the human body. It is in most tissues of the human body, high concentration is in the skin, the vitreous body and is also observed in cancer cells that contain several receptors for hyaluronan. These receptors include CD44 and RHAMM. The interaction of the hyaluronic acid delivery system and the hydrophobic medicinal with these receptors could ensure a free passage for drugs to the affected tissue, where the release of the drug would destroy the affected cells. The drug would directly target the damaged tissue and did not burden the rest of the body like the cytotoxic agents do. In this paper the native form of hyaluronic acid, which we normally find in the human organism, was chosen as the carrier. Its properties do not stand above other carrier systems, but its biocompatibility and biodegradability in the body greatly exceed them. High molecular weight hyaluronic acid was used as a carrier and the hydrophobic dye sudan red G, a substance of similar properties, was used instead of a hydrophobic drug.
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Detection of Pt derivatives using ICP mass spectrometry
Zelinová, Karin ; Hložková, Michaela (referee) ; Vašinová Galiová, Michaela (advisor)
This Bachelor´s thesis deals with the monitoring of chemotherapeutic penetration into tumor cells. Due to the toxicity of drugs, targeting them is absolutely essential from the point of view of minimizing the interference with healthy tissue of the patient. In order to achieve the best possible targeting, it is necessary to monitor the penetration of chemotherapeutics into cells. The subject of study was platinum-based drugs therefore the ICP-MS method was chosen to analyse the drug content in cells, because it is suitable for fast and reliable detection of trace amounts of elements. The theoretical part of the Bachelor´s thesis focuses on the description of ICP-MS, as a method, which was chosen for the detection of platinum derivates. It also summarizes the use of platinum-based drugs in cancer therapy. The practical part of the thesis deals with the analysis of cells exposed to platinum-based chemotherapeutics. Detection and quantification of platinum in the cells were determined by both SN-ICP-MS and LA-ICP-MS. To verify the results, the analysis of the solution was also performed by the AAS method. The results show, that the drug was most readily taken up by A2780 cells. It was also shown that cisplatin was the most accumulated drug.
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Stress-strain analysis of mandible with applied fixator due to the missing bone tissue
Fňukal, Jan ; Valášek, Jiří (referee) ; Marcián, Petr (advisor)
This thesis deals with the fixation of lower jaw with bone tissue defect using commercially produced fixator. Large defects of bone tissue are mainly caused due to the removal of bone tissue affected by tumor. These topics have been researched on the basis of the literature. Subsequently, stress strain analysis of the lower jaw with the applied fixation plate was performed. This analysis was solved by using computational modeling with variational approach, ie the finite element method. The work also describes in detail the procedure of creating model of geometry, model of material, model of boundary conditions and loads with subsequent solution of several computational models. The stress strain analysis was done for lower jaw with varying size of the removed bone tissue with applied reconstruction plate made of CP-Ti Grade 4 and for the lower jaw with the plate, which is made of -Ti-Mo. Finally, the influence of the mechanical properties of the callus during formation of new bone tissue (callus healing) on the stress and deformation of the solved system was evaluated.
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Centre for Prevention, Masaryk Oncology Institute in Brno
Buzová, Magdaléna ; Kraus, David (referee) ; Galeová, Nicol (advisor)
The objective of the diploma thesis is the new building of Cancer Prevention Centre, first of its kind in the Czech Republic. The site is located on steep terrain of the south hillside of Žlutý kopec in Brno, which is a part of Masaryk Oncological Hospital complex. The aim of the Cancer Prevention Centre is to attract the citizens’ attention and invite them to undergo a preventive medical check-up with the potential to save hundreds of lives every year. The project takes this fact in consideration and strives to find ways leading not only towards establishing new relationship between the building and the public, but also towards connecting the city centre and nearby by residential area with the hospital complex. The three volumes of the buildings create a dynamic composition and therefore complete the characteristic development of Masaryk Oncological Centre. The main concept however revolves around the motive of instability, balance and journey which are all linked to tumour diseases.
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Influence of natural polyphenolic substances on p53 protein expression
Bušanski, Patrik ; Němcová, Andrea (referee) ; Brázda, Václav (advisor)
The tumor suppressor protein p53 is one of the major regulators of the cell cycle after DNA damage. In addition to stopping the cycle and repairing DNA, it can, in extreme cases, induce programmed cell death - apoptosis. Mutations in the gene encoding p53 are present in more than 50% of cancer cases. This thesis examines alternative natural polyphenolic substances that could increase the level and expression of p53 protein in tumor cells. These substances could be an alternative to non-specific cytostatics, which bring many undesirable additional effects during treatment. In the theoretical part of the thesis the structure and properties of the p53 protein and describes alternative therapeutic approaches with a focus on polyphenolic substances is explained. The aim of the experimental part was to determine the effect of curcumin and resveratrol in comparison with often used cytostatic drug, doxorubicin, on cell viability of tumor cells and on p53 protein levels. The effect of these substances on the binding of p53 to DNA in yeast systems was also examined. It was found that doxorubin efficiency is many times higher than the examined polyphenolic agents, but resveratrol was showing some potential as a suitable alternative in the treatment of tumors, thanks to the ability to activate apotosis. It was clearly demonstrated that there is an association between induced programmed death and increased p53 protein expression after resveratrol treatment.
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