This thesis studies, implements and experiments with specific application-oriented approaches for exploring and querying multi-dimensional datasets. The first part of the thesis scrutinizes indexing of the complex space of chemical compounds, and details a design of high-performance retrieval system for small molecules. The resulting system is then utilized within a wider context of federated search in heterogeneous data and metadata related to the chemical datasets. In the second part, the thesis focuses on fast visualization and exploration of many-dimensional data that originate from single- cell cytometry. Self-organizing maps are used to derive fast methods for analysis of the datasets, and used as a base for a novel data visualization algorithm. Finally, a similar approach is utilized for highly interactive exploration of multimedia datasets. The main contributions of the thesis comprise the advancement in optimization and methods for querying the chemical data implemented in the Sachem database cartridge, the federated, SPARQL-based interface to Sachem that provides the heterogeneous search support, dimensionality reduction algorithm EmbedSOM, design and implementation of the specific EmbedSOM-backed analysis tool for flow and mass cytometry, and design and implementation of the multimedia...

Cleft lip is one of the most common human birth deffects. Its etiopathogenesis is multifactorial and many aspects of its occurrence remain unknown in the fields of both genetics and teratology. One of the set of known negative external factors causing cleft lip is chemical hydrocortisone. Its effect on cell proliferation is highly heterogeneous and depends on attributes of a specific cell population. In this work we studied the cleft beak origin after the hydrocortisone treatment on the basis of Chick Embryotoxicity Screening Test (CHEST). Our main aim was to detect cell cycle changes in the chick frontonasal process after hydrocortisone injection via flow cytometry analysis. Hydrocortisone caused S phase arrest within a minor subpopulation of highly granular cells with specific cell cycle. This sensitive subpopulation was localized in the areas of previously defined proliferative centers within the frontonasal process using immunohistochemistry of frozen sections. Quantitative analysis of cells in these areas revealed significant decrease of M phase portion in the hydrocortisone treated samples in comparison with the control samples. The TUNEL staining of histological sections was used to determine the apoptotic rate in the frontonasal process. The comparison between the control and the...

Callitriche (water-starwort) belongs among difficult and insufficiently known genera of the Czech flora. The presented work provides the first critical taxonomic revision of the genus in the Czech Republic, with information relevant also to the broader region of Central Europe. Morphological and cytometric investigation resulted in identification of six Callitriche species in the Czech Republic. The genome size of all six Czech representatives of the genus was estimated using flow cytometry. The hybrid C. × vigens Martinsson (C. cophocarpa × C. platycarpa) was found for the first time in the Czech Republic. An individual related to C. hamulata was found in the Tichá Orlice river, which has aberrant genome size and aborted flowers; further study of this taxon is necessary. Multivariate morphometric analyses of fruits and cultivation were used to check and define reliable distinctive features and an impact of phenotypic plasticity. Key to the identification of species (including the first key for sterile plants), its detailed descriptions and ecological demands were provided. Each species differ significantly from the others in genome size, morphological features as well as in ecology. The reproductive strategy has the main importance for ecology and morphology of the studied species. The distribution of...

Presented diploma thesis is focused on testing encapsulation methods of enzymes and probiotic bacteria. In the theoretical part a summary of different encapsulation techniques used in food industry is given. Further, materials for encapsulation, above all polysaccharides are presented. Next, some procedures of encapsulation of biopolymers and microorganisms – mainly enzymes and probiotic cultures are discussed. In the experimental part methods for preparation of several types of particles based on polysaccharides and liposomes are introduced. Particles were used for encapsulation of selected hydrolytic enzymes and probiotic strains Bifidobacterium breve a Lactobacillus acidophilus. The encapsulation effectiveness was evaluated by analysis of total proteins and enzyme activities. Particles sizes and their stability in water, in selected model foods and model body fluids were observed, too. According to results obtained in this work it was found that encapsulation of enzymes into polysaccharide particles were succesfull in all types of particles (encapsulation effectivness was more than 50 %). Polysaccharide particles showed a very good stability in body fluids as well as in model foods. As the most suitable materials for enzymes encapsulation chitosan and liposomes were found. Polysaccharide particles were used also for the encapsulation of microorganisms. The stability of particles with lactic acid bacteria was similar to particles containig enzymes, very good stability was verified aslo in model foods and model body fluids. Encapsulation enables long-term stabilization of biologically active compounds as well as posibility of their transport and controlled releasing in gastrointestinal tract. Encapsulation of probiotic bacteria could preserve their viability and long-term survival until the product expiration date. Thus, encapsulation is one of the most promissing procedures for production of foods and food suplements of great quality and high additional value.

Ranunculus trichophyllus agg. (thread-leaved water crowfoot) represents a taxonomically challenging group of aquatic plants in which the presence of several significantly different genotypes and the genome size variation have been recently revealed. The results of previous studies suggest that cryptic taxa occur in this group, being so far overlooked due to considerable morphological reduction and extensivephenotypic plasticity. In this thesis, the variation and genetic relationships of four morphologically similar homophyllous water-crowfoot species was critically assessed in the area of Central Europe, using a combination of modern biosystematic methods (flow cytometry, direct DNA sequencing, morphometric analyses), specially focusing on the complex of R. trichophyllus.. The genome size analysis via flow cytometry was confirmed as a suitable method for determining the studied species; further, several hybrid combinations were revealed using this approach. However, recent interspecific hybridization is rather infrequent in the interest group. The results of DNA analyses indicate an importance of hybridization events in the evolution of sect. Batrachium: all the polyploid taxa studied are probably of allopolyploid origin. Two cryptic taxa within the traditionally recognized species R. trichophyllus have...

The Diploma Thesis deals with an implementation of the new method for an assessment of a cloning efficiency of the cancer stem cells separated by a high speed cell sorter. The cell-sowing on the microtitration plates was performed by the flow cytometry method in a combination with the high speed cell sorter. In the first part of the Diploma Thesis the new method was introduced and tested on the selected cell lines. The obtained results were compared with the results of the limiting dilution assay within four cell lines. As for the second part of my Diploma Thesis, the method was practically applied to analysis of the cloning capacity of two subpopulations of cE2 cells based on the expressions of characteristic markers of stem and cancer stem cells - CD44 and CD 133. Based on the findings, the new method can be introduced as an approved proceeding for the cloning capacity assessment of cancer stem cells in other workplaces that possess analogical device equipment.

Ce travail porte sur différentes méthodes de détection de protéines par des anticorps (Acs) marqués par des boîtes quantiques (QD, « quantum dots »). La première partie de la thèse porte sur le développement et l'optimisation de méthodes de conjugaison d'Acs polyclonaux à des QDs. Une étude de 2007 avait démontré que les conjugués anticorps-quantum dots (Acs-QDs) commerciaux ne présentent que de très rares anticorps fonctionnels à leur surface [Pathak et al., 2007]. Nous avons donc : (i) développé des conditions de réduction ménagée des ponts disulfures des Acs en utilisant soit du dithiothreitol, soit du 2-mercapotethanolamine, (ii) purifié les fragments d'Acs fonctionnels grâce à une colonne d'affinité, (iii) conjugué ces fragments fonctionnels d'Acs aux QDs en utilisant l'agent de liaison amine-thiol SMCC et (iv) développé une méthode de purification des conjugués sur gel d'agarose afin d'éliminer les fragments d'Acs non conjugués et les QDs libres. Des tests en cytométrie en flux ont permis de déterminer l'efficacité des conjugués pour détecter l'expression de la molécule CD4 à la surface de lymphocytes T humains. Un marquage de CD4 réalisé avec des conjugués préparés selon notre méthode s'avère être cinq fois plus sensible qu'en utilisant des conjugués réalisés selon les recommandations commerciales. Une autre méthode de préparation des Acs pour la conjugaison aux QDs a été testée : l'ajout de groupements fonctionnels sulfhydriles sur des amines primaires grâce au N-succinimidyl S-acetylthioacetate (SATA). Cependant, cette méthode ne permet pas d'avoir un contrôle précis du nombre ni de l'emplacement des groupements fonctionnels sulfhydriles ainsi ajoutés. Les tests de conjugaison aux QDs qui ont été réalisés avec ces Acs-SH, en utilisant l'agent de liaison SMCC, a entraîné la formation d'agrégats de taille variable. Cette méthode a donc été abandonnée.La seconde partie de la thèse porte sur la démonstration de la faisabilité et l'optimisation d'un marquage de l'antigène carcino-embryonnaire (CEA, « carcinoembryonic antigen ») humain à la surface de lignées cellulaires murines avec un anticorps simple domaine (sdAb) anti-CEA biotinylé détecté grâce à des conjugués streptavidine-QDs commerciaux et analysé par cytométrie en flux. Ces sdAbs ont été biotinylés selon deux approches : (i) avec des agents de biotinylation chimique qui permettent d'ajouter une biotine sur les amines primaires (biotinylation in vitro) et (ii) par une enzyme lors de leur production par E. coli (biotinylation in vivo). La détection du CEA humain à la surface des 100 000 cellules (lignées cellulaires murine MC38 et MC38-CEA) par ces sdAbs biotinylés a été testée en cytométrie de flux puis comparée à celle obtenue par un anticorps monoclonal biotinylé in vitro. Les résultats ont démontré que les sdAbs biotinylés ont une sensibilité de détection similaire que la biotinylation soit réalisée in vitro ou in vivo. Par contre, la sensibilité de la détection du CEA est environ cinquante fois meilleure en utilisant des sdAbs biotinylés (0,6 fmol d'anticorps sont nécessaires pour détecter le CEA) qu'avec des anticorps monoclonaux biotinylés (33 fmol). / We have been working on different ways to detect proteins with antibodies (Abs) labeled by quantum dots (QDs). The first part of his work is to develop and optimize the conjugation of polyclonal antibodies to quantum dot. A study has reported that commercial antibody-quantum dots conjugates (Abs-QDs) present very few functional Ab fragments at the surface of the conjugate [Pathak et al., 2007]. We had: (i) developed an advanced procedure of antibody reduction using dithiothreitol (DTT) or 2-mercaptoethanolamine (2-MEA) (to prevent the loss of antibody functions), (ii) purified the active fragments by affinity purification on column, (iii) conjugated the active reduced antibody fragments to QDs using the amine-thiol crosslinker SMCC for SH coupling, and (iv) developed the purification of the conjugates on agarose gel to remove free QDs and unconjugated antibody fragments. Our conjugates present about a five times better ability to detect CD4 by flow cytometry on 500 000 isolated human lymphocyte T cells than those made after the commercial procedure. Another procedure for antibody preparation was addition of sulfhydryl groups on primary amines using N-succinimidyl S-acetylthioacetate (SATA). However this procedure presents some variable yield and the number and the localization of sulfhydryl groups added on antibody cannot be fully controlled. Thereby, the conjugation of these Abs-SH to QDs using SMCC chemistry leads to the creation of aggregates. This Ab preparation in preparation for conjugation to QDs was abandoned.The second part of our work focusses on testing and comparing the ability to detect carcinoembryonic antigen (CEA) by flow cytometry with anti-CEA single domain antibodies (sdAbs) labeled by QDs. The sdAbs were biotinylated by using two methods: (i) in vitro chemical biotinylation reagent which adds biotins on primary amines, and (ii) enzymatic in vivo biotinylation during their production in E. coli. These anti-CEA sdAb biotinylation methods were compared to in vitro biotinylated monoclonal Abs against CEA for their respective ability to detect human CEA on 100 000 mice cells (MC38 and MC38-CEA cell lines) using flow cytometry. The results show that the limit detection for biotinylated sdAbs is similar between in vitro and in vivo biotinylation. Furthermore the limit detection with biotinylated sdAb (0.6 fmol are required to detect CEA) is about fifty times better than with biotinylated monoclonal Abs (33 fmol).

Bladder carcinoma (BCa) is among the most common carcinomas in the Western world. Despite the availability of effective therapies, there is currently an urgent need to develop a stratification method, which would enable the accurate identification of patients responsive to therapy. In the theoretical part of my diploma project I describe the heterogeneity of BCa and the currently applied immunotherapeutic approaches. I specifically focused on the Bacillus Calmette-Guérin (BCG) vaccine instillation. For decades another use of BCG has been a prophylactic vaccination against tuberculosis (TB) infection. BCG serves as a model treatment because it is highly efficient when prescribed to the responsive patient. However, an effective stratification is yet to be developed for BCa and latent tuberculosis infection (LTBI) diagnosis and/or monitoring. In the experimental part of my project, I developed and tested a 10-parameter panel for T cell- specific activation test (TAT) applicable for a stratification of BCa patients as well as for the detection of LTBI. I tested the panel on positive controls using flow cytometry (FCM) method because it allows for detection and measurement of dozens of markers at a single cell level. It is easily applicable to available urine and blood samples obtained from BCa...

No description available.

The cellular prion protein (PrPc) is essential for pathogenesis of fatal neurodegenerative prion diseases. Recently reported four cases of vCJD transmission by blood transfusion raise concerns about the safety of blood products. Proper understanding of PrPc in blood is necessary for development of currently unavailable blood screening tests for prion diseases. Flow cytometry is an attractive method for prion detection, however, the reports on the quantity of PrPc on human blood cells are contradictory. We showed that the majority of PrPc in resting platelets is present in the intracellular pool and is localized in α-granules. We demostrated that both, human platelets and red blood cells (RBC) express significant amount of PrPc and thus may play an important role in the transmission of prions by blood transfusion. Our results suggest a unique modification of PrPc on human RBC. Such modification of pathological prion protein could distort the results of blood screening tests for prions. Further we showed that the storage of blood prior to analysis and the choice of anti-prion antibody greatly affect the detection of PrPc by flow cytometry and we identified platelet satellitism as a factor contributing to the heterogeneity of PrPc detection in blood cells. Moreover, we demonstrated existence of...