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Development of workflow for quality control of mass spectrometry data in KNIME environment
Schneiderová, Anna ; Zezula, Nikodém (referee) ; Potěšil,, David (advisor)
Proteomic experiment using liquid chromatography and mass spectrometry is a complex technique with multiple variables that can affect the quality of output data. Data quality control and instrument status monitoring are therefore essential for high quality data acquisition. Designed workflow, implemented within the KNIME environment, allows systematic and automatic data quality control. The workflow allows to obtain and record selected quality control metrics which could be used to ascertain data variability and prevent technical problems.
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Proteomic analysis of posttranslation modifications in breast cancer cell line profiles
Predná, Nikola ; Laštovičková,, Markéta (referee) ; Strouhalová,, Dana (advisor)
Estrogenové a progesteronové receptory, stejně jako HER2 protein, jsou v současnosti klinicky nejužitečnějšími metabolickými markery u karcinomu prsu. Tyto markery umožňují určit typ nádoru a nejlepší možnosti jeho léčby. Jeden z nejagresivnějších typů tohoto onemocnění, triple-negative breast cancer (TNBC), však tyto klinicky stanovené biomarkery postrádá. To znamená, že hormonální terapie nebo cílené léky nepřicházejí v úvahu, takže je na výběr méně možností léčby. Aby bylo možné vyvinout nové léky na míru, je zásadní pochopení molekulárního základu onemocnění. V poslední době se mnoho studií zaměřuje na hledání biomarkerů na úrovni proteinů pomocí proteomiky. Proteiny, zejména jejich post-translační modifikace (PTM), jsou jádrem mnoha buněčných událostí a jejich odhalení může pomoci při pochopení mechanismů rakoviny prsu. Pro objevení molekulárních rysů TNBC, je cílem této studie porovnat proteomická data neléčených rakovinných buněčných linií s buňkami, které podstoupily retinoidní terapii. Důraz bude kladen na PTM, zejména glykosylaci a fosforylaci, Vimentinu a CD44, které byly navrženy jako potenciální biomarkery TNBC v předchozích studiích. Proteinová separace bude provedena pomocí 1D a 2D gelové elektroforézy nebo pomocí SEC-HPLC. Vzorky budou také podrobeny enzymatickému štěpení před identifikací pomocí MALDI-TOF hmotnostní spektrometrie. V případě fosfoproteinového selektivního záchytu bude obohacení provedeno afinitní chromatografií s použitím hrotů pro obohacení fosfopeptidu TiO2 (TopTip). Glykosylované proteiny budou obohaceny pomocí WGA lektinové afinitní chromatografie. Proteiny s významnými rozdíly v PTM mezi ošetřenými a neošetřenými buňkami budou blíže hodnoceny pomocí proteinových databází (MASCOT, STRING a další). Data získaná ze studie budou případně použita k navržení potenciálních biomarkerů pro TNBC.
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Characterization of Rhodosporidium toruloides proteome using LC-MS/MS
Bruštík, David ; Szotkowski, Martin (referee) ; Zdráhal, Zbyněk (advisor)
Characterization of differentially regulated proteins is crucial for the identification of metabolic pathways and their understanding in connection with the creation of important products of a selected strain of yeast. This diploma thesis focuses on the proteome analysis of the Rhodosporidium toruloides cultivated under different conditions. The metabolism of these yeasts with the characteristics of important metabolites is described in the theoretical part. The next part of the thesis is focused on proteomic approaches and bottom-up proteomics from the sample preparation to mass spectrometry analysis. The experimental part deals with the cultivation of yeast at different C/N ratios, next the isolation and determination of proteins using the FASP method, which includes proteolytic cleavage by trypsin, LC-MS/MS analysis and the database search.
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Růst Mycobacterium smegmatis na agarovém médiu a agarovém médiu pokrytém celofánovou folií - morfologická a proteomová studie
Ramaniuk, Volha ; Weiser, Jaroslav (advisor) ; Beranová, Jana (referee)
Biofilm formation is one of the most common bacterial survival strategies. Majority of bacterial species are able to form these three-dimensional structures, including pathogens like Mycobacterium tuberculosis. Representatives of Mycobacterium genus widely occur in the nature, although they can cause serious problems when they appear in medical equipment and artificial replacements of the human body. Non-pathogenic Mycobacterium smegmatis mc2 155 was used as a model organism in our experiments. We investigated morphology of the three- and six-day-old colonies (in fact biofilms) on agar and agar covered with cellophane using Stereo microscope and Scanning Electron Microscope. We found that a type of surface as well as a carbon source has a great influence on the morphology of the M. smegmatis colonies. We isolated proteomes from the agar and cellophane cultures and from planktonic culture. Two-dimensional electrophoresis was used as the main proteomic method. Proteomic data were analyzed using PDQuest software. Then the sets of proteins detected by qualitative and quantitative analyses were compared using Venn diagrams. As a result, we recognized 7 unique proteins that might be specific for recognition and adhesion of bacteria to the cellophane, no unique protein in agar proteome and 46 unique...
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Mass Spectrometry-Based Identification of a Potential Binding Partner of Glutamate Carboxypetidase II
Tužil, Jan ; Konvalinka, Jan (advisor) ; Novák, Petr (referee)
English Abstract The incoming paradigm of the network (or systems) biology calls for a new high throughput tool for a wide scale study of protein-protein interactions. Mass spectrometry-based proteomics have experienced a great progress in recent years and have become an indispensable technology of elementary as well as clinical research. Glutamate carboxypeptidase II (GCPII; EC 3.5.17.21) is a transmembrane protein with two known enzymatic activities. Its expression is highly upregulated in some solid tumors and also in tumor-associated neovasculature in general. Nevertheless, none of the two enzymatic activities were shown to be physiologically relevant to these cells. Some facts point at a possible receptor function of GCPII, however, no specific binding partner has been found yet. In the search for potential binding partners and/or ligands of GCPII, a series of methods have been employed, including pull-down experiment, immunoprecipitation and mass spectrometry. Sample preparation and mass spectrometry data processing methodology was specifically developed in order to identify potential binding partners. As one of the outcome of that methodology, the interaction of β-subunit of F1 ATP synthase was selected for further detailed analysis as a putative ligand of GCPII.
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Organelle proteomics of parasitic protists
Jedelský, Petr ; Tachezy, Jan (advisor) ; Kolářová, Libuše (referee) ; Půta, František (referee)
Advances in DNA sequencing led to a technological breakthrough, that allowed analyzis of complete genomes including those of parasitic protists Trichomonas vaginalis and Giardia intestinalis . These organisms are studied not only for their clinical importance, but also from the evolutionary point of view for their adaptation to anaerobic environment. Genome sequencing and annotations of predicted proteins alone did not bring detail view into functioning of their mitochondrion related organelles in G. intestinalis mitosomes, notparticipating in energetic metabolism, in T. vaginalis hydrogenosomes, producing molecular hydrogen and ATP by means of substrate phosphorylation. Traditional methods based on a fractionation by ultracentrifuging in density gradient and subsequent biochemical and enzymological analyzes were extended by one and twodimensional electrophoresis with subsequent identification of proteins by mass spectrometry. Methods of multidimensional separation of peptides produced by specific proteolysis of a complex mixture...
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Protein profiling, metabolic enzymes and transmembrane signaling in the heart of spontaneously hypertensive SHR-Tg19 rat
Manakov, Dmitry ; Novotný, Jiří (advisor) ; Kuncová, Jitka (referee) ; Kalous, Martin (referee)
Cardiovascular diseases account for the majority of deaths both worldwide and in the Czech Republic. Main factors contributing heart disease development, aside age and sex, are obesity, high blood pressure and high blood cholesterol and triglyceride levels. Spontaneously hypertensive rat (SHR) was developed and used for search of genetic determinants of these traits. This commonly used rat model develops hypertension, dyslipidemia, and insulin resistance naturally which is caused by aberrant Cd36 fatty acid translocase gene. Previous studies have shown that rescue of Cd36 performed in the transgenic SHR-Tg19 strain enhances cardiac beta-adrenergic system, slightly increases heart mass and leads to higher susceptibility to arrhythmias. The present thesis had two main aims: 1) To investigate whether and how a transgenic rescue of Cd36 in SHR affects protein composition, mitochondrial function and activity of selected metabolic enzymes of the heart. 2) To study the expression and distribution of selected components of beta-adrenergic signaling system in lipid raft isolated form membranes using the TX-100 detergent. We set to compare two commonly used proteomic approaches, 2D electrophoresis with MALDI-TOF mass spectrometry and label-free LC-MS. The results did not reveal any overlap between...
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Surface phenotype of human carcinoma cancer stem cells (CSC)
Bočková, Marie ; Drbal, Karel (advisor) ; Čermák, Vladimír (referee)
Tumor is composed of a heterogenous mass of cells. Similar to normal healthy organs and tissues, these can be divided into individual cellular subpopulations according to morphology, function and expression patterns. A subpopulation of cells that are able to give rise to all of these cellular lineages is referred to as cancer stem cells (CSC). CSCs have the capabilities of normal stem cells such as the self-renewal and the ability to give rise to a heterogenous population of differentiated cells. Usually, this is the most resistant subpopulation within a tumor, highly non-responsive to therapy. Doing so, they are the cause of residual disease. Characterisation of CSC markers of individual tumor types is beneficial since it enables higher therapy efficacy via targeting this cell population. The -omics approaches to characterisation of the surface proteome bring a broader view into the field when searching for a unique gene signature of specific cancer stem cell types. It has been found that these cells can be identified based on the high expression levels of CD44, CD90 and CD49f. Among other markers, CD47 is an important marker for its immunosuppressive function.
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2-DE analysis of hepatocyte secretome under hyperhomocysteinemia
Chrudinová, Martina ; Ryšlavá, Helena (advisor) ; Novák, Petr (referee)
Homocysteine is a plasmatic, sulphur-containing amino acid derived from methionin. It is an amino acid not used in protein synthesis and it's role is to serve as an intermediate in numerous metabolic pathaways. Elevated concentrations of homocysteine in blood are associated with many pathologies, as cardiovascular and neurodegenerative diseases, diabetes or osteoporosis, thus homocysteine has been a common subject of many biochemical experiments in last two decades. For this bachelor thesis, the proteomic comparison of proteins secreted by primary human hepatocytes under 2mM homocysteine and primary human hepatocytes with no homocysteine added to the incubation medium was made, using large-gel two-dimensional electrophoresis. Hepatocytes were incubated in serum free medium for 48 hours. Proteins secreted to medium were precipitated by acetonitrile. Two dimensional electrophoresis was made. Protein maps were analysed by PDQuest Advanced 8.0.1 2D Gel Analysis Software (Bio-Rad, USA). Search criteria for differentially secreted proteins were three-fold change at the signicance level 95 %, Student's t-test. These proteins were cut off the preparative gels and identified by tandem mass spectrometry. In total, there were 17 spots equal to 15 proteins found as differentially exprimed proteins. Among these...
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Studies on the molecular mechanisms of cardioprotective effects of morphine
Škrabalová, Jitka ; Novotný, Jiří (advisor) ; Nováková, Olga (referee) ; Hlaváčková, Markéta (referee)
Acute and chronic morphine administration can significantly reduce ischemia- reperfusion injury of the rat heart. However, the molecular mechanisms mediating the protective effect of morphine are not yet fully elucidated. Concurrently, there is a lack of information about the effects of the long-term action of morphine on heart tissue. Therefore, in the first part of the project, we studied the effect of long-term administration of high doses of morphine (10 mg/kg/day, 10 days) on rat heart tissue. In the second part of the project, we investigated the effect of 1 mM morphine on viability and redox state of rat cardiomyoblast cell line H9c2 that was influenced by oxidative stress elicited by exposure to 300 μM tert-butyl hydroperoxide (t-BHP). Our experiments have shown that long-term morphine administration affected neither the amount nor the affinity of myocardial β-adrenergic receptors (β-AR), but almost doubled the number of the dominant isoforms of myocardial adenylyl cyclase (AC) V/VI and led to supersensitization of AC. At the same time, proteomic analyses revealed that long-term morphine administration was associated with significant changes in the left ventricular proteome. In particular, there was an increase in the expression of heat shock proteins (HSP). Increased expression of HSP27...
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