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Die Physiologie des Schmerzes umfasst komplexe immunologische, sensorische und inflammatorische Prozesse im Rückenmark, im Gehirn und in der Peripherie. Wiederholte nozizeptive Stimulation induziert pathophysiologische Veränderungen bei der Schmerzweiterleitung, aus denen eine periphere oder zentrale Sensibilisierung resultiert. Diese kann bei dafür anfälligen Patienten zu der Ausbildung von chronischen Schmerzzuständen führen. Obwohl das Wissen über die genauen molekularen Vorgänge der Schmerz-Chronifizierung noch immer unvollständig ist, sind die Identifizierung von Risikofaktoren vernünftige Schritte, um die individuelle Anfälligkeit für die Entwicklung chronischer Schmerzen zu bestimmen. Das Hauptziel dieser Doktorarbeit bestand daher in der Identifikation humaner genetischer Biomarker für chronische Schmerzzustände.
The fungal interaction with plants is a 400 million years old phenomenon, which presumably assisted in the plants’ establishment on land. In a natural ecosystem, all plant-ranging from large trees to sea-grasses-are colonized by fungal endophytes, which can be detected inter- and intracellularly within the tissues of apparently healthy plants, without causing obvious negative effects on their host. These ubiquitous and diverse microorganisms are likely playing important roles in plant fitness and development. However, the knowledge on the ecological functions of fungal root endophytes is scarce. Among possible functions of endophytes, they are implicated in mutualisms with plants, which may increase plant resistance to biotic stressors like herbivores and pathogens, and/or to abiotic factors like soil salinity and drought. Also, endophytes are fascinating microorganisms in regard to their high potential to produce a great spectrum of secondary metabolites with expected ecological functions. However, evidences suggest that the interactions between host plants and endophytes are not static and endophytes express different symbiotic lifestyles ranging from mutualism to parasitism, which makes difficult to predict the ecological roles of these cryptic microorganisms. To reveal the ecological function of fungal root endophytes, this doctoral thesis aims at assessing fungal root endophytes interactions with different plants and their effects on plant fitness, based on their phylogeny, traits, and competition potential in settings encompassing different abiotic contexts. To understand the cryptic implication of nonmycorrhizal endophytes in ecosystem processes, we isolated a diverse spectrum of fungal endophytes from roots of several plant species growing in different natural contexts and tested their effects on different model plants under axenic laboratory conditions. Additionally,we aimed at investigating the effect of abiotic and biotic variables on the outcome of interactions between fungal root endophytes and plants.
In summary, the morphological and physiological traits of 128 fungal endophyte strains within ten fungal orders were studied and artificial experimental systems were used to reproduce their interactions with three plant species under laboratory conditions. Under defined axenic conditions, most endophytes behaved as weak parasites, but their performance varied across plant species and fungal taxa. The variation in the interactions was partly explained by convergent fungal traits that separate groups of endophytes with potentially different niche preferences. According to my findings, I predict that the functional complementarity of strains is essential in structuring natural root endophytic communities. Additionally, the responses of plant-endophyte interactions to different abiotic factors, namely nutrient availability, light intensity, and substrate’s pH, indicate that the outcome of plant-fungus relationships may be robust to changes in the abiotic environment. The assessment of the responses of plant endophyte interactions to biotic context, as combinations of selected dominant root fungal endophytes with different degrees of trait similarity and shared evolutionary history, indicates that frequently coexisting root-colonizing fungi may avoid competition in inter-specific interactions by occupying specific niches, and that their interactions likely define the structure of root-associated fungal communities and influence the microbiome impacts on plant fitness.
In conclusion, my findings suggest that dominant fungal lineages display different ecological preferences and complementary sets of functional traits, with different niche preferences within root tissues to avoid competition. Also, their diverse effects on plant fitness is likely host-isolate dependent and robust to changes in the abiotic environment when these encompass the tolerance range of either symbiont.
A novel role for mutant mRNA degradation in triggering transcriptional adaptation to mutations
(2020)
Robustness to mutations promotes organisms’ well-being and fitness. The increasing number of mutants in various model organisms, and humans, showing no obvious phenotype (Bouche and Bouchez, 2001; Chen et al., 2016b; Giaever et al., 2002; Kok et al., 2015) has renewed interest into how organisms adapt to gene loss. In the presence of deleterious mutations, genetic compensation by transcriptional upregulation of related gene(s) (also known as transcriptional adaptation) has been reported in numerous systems (El-Brolosy and Stainier, 2017; Rossi et al., 2015; Tondeleir et al., 2012); however, the molecular mechanisms underlying this response remained unclear. To investigate this phenomenon, I develop and study multiple models of transcriptional adaptation in zebrafish and mouse cell lines. I first show that transcriptional adaptation is not caused by loss of protein function, indicating that the trigger lies upstream, and find that the response involves enhanced transcription of the related gene(s). Furthermore, I observe a correlation between levels of mutant mRNA degradation and upregulation of related genes. To investigate the role of mutant mRNA degradation in triggering the response, I generate mutant alleles that do not transcribe the mutated gene and find that they fail to induce a transcriptional response and display stronger phenotypes. Transcriptome analysis of alleles displaying mutant mRNA degradation revealed upregulation of a significant proportion of genes displaying sequence similarity with the mutated gene’s mRNA, suggesting a model whereby mRNA degradation intermediates induce transcriptional adaptation via sequence similarity. Further mechanistic analyses suggested RNA-decay factors-dependent chromatin remodeling, and repression of antisense RNAs to be implicated in the response. These results identify a novel role for mutant mRNA degradation in buffering against mutations. Besides, they hold huge implications on understanding disease-causing mutations and shall help in designing mutations that lead to minimal transcriptional adaptation-induced compensation, facilitating studying gene function in model organisms.
Echolocation allows bats to orientate in darkness without using visual information. Bats emit spatially directed high frequency calls and infer spatial information from echoes coming from call reflections in objects (Simmons 2012; Moss and Surlykke 2001, 2010). The echoes provide momentary snapshots, which have to be integrated to create an acoustic image of the surroundings. The spatial resolution of the computed image increases with the quantity of received echoes. Thus, a high call rate is required for a detailed representation of the surroundings.
One important parameter that the bats extract from the echoes is an object’s distance. The distance is inferred from the echo delay, which represents the duration between call emission and echo arrival (Kössl et al. 2014). The echo delay decreases with decreasing distance and delay-tuned neurons have been characterized in the ascending auditory pathway, which runs from the inferior colliculus (Wenstrup et al. 2012; Macías et al. 2016; Wenstrup and Portfors 2011; Dear and Suga 1995) to the auditory cortex (Hagemann et al. 2010; Suga and O'Neill 1979; O'Neill and Suga 1982).
Electrophysiological studies usually characterize neuronal processing by using artificial and simplified versions of the echolocation signals as stimuli (Hagemann et al. 2010; Hagemann et al. 2011; Hechavarría and Kössl 2014; Hechavarría et al. 2013). The high controllability of artificial stimuli simplifies the inference of the neuronal mechanisms underlying distance processing. But, it remains largely unexplored how the neurons process delay information from echolocation sequences. The main purpose of the thesis is to investigate how natural echolocation sequences are processed in the brain of the bat Carollia perspicillata. Bats actively control the sensory information that it gathers during echolocation. This allows experimenters to easily identify and record the acoustic stimuli that are behaviorally relevant for orientation. For recording echolocation sequences, a bat was placed in the mass of a swinging pendulum (Kobler et al. 1985; Beetz et al. 2016b). During the swing the bat emitted echolocation calls that were reflected in surrounding objects. An ultrasound sensitive microphone traveling with the bat and positioned above the bat’s head recorded the echolocation sequence. The echolocation sequence carried delay information of an approach flight and was used as stimulus for neuronal recordings from the auditory cortex and inferior colliculus of the bats.
Presentation of high stimulus rates to other species, such as rats, guinea pigs, suppresses cortical neuron activity (Wehr and Zador 2005; Creutzfeldt et al. 1980). Therefore, I tested if neurons of bats are suppressed when they are stimulated with high acoustic rates represented in echolocation sequences (sequence situation). Additionally, the bats were stimulated with randomized call echo elements of the sequence and an interstimulus time interval of 400 ms (element situation). To quantify neuronal suppression induced by the sequence, I compared the response pattern to the sequence situation with the concatenated response patterns to the element situation. Surprisingly, although the bats should be adapted for processing high acoustic rates, their cortical neurons are vastly suppressed in the sequence situation (Beetz et al. 2016b). However, instead of being completely suppressed during the sequence situation, the neurons partially recover from suppression at a unit specific call echo element. Multi-electrode recordings from the cortex allow assessment of the representation of echo delays along the cortical surface. At the cortical level, delay-tuned neurons are topographically organized. Cortical suppression improves sharpness of neuronal tuning and decreases the blurriness of the topographic map. With neuronal recordings from the inferior colliculus, I tested whether the echolocation sequence also induced neuronal suppression at subcortical level. The sequence induced suppression was weaker in the inferior colliculus than in the cortex. The collicular response makes the neurons able to track the acoustic events in the echolocation sequence. Collicular suppression mainly improves the signal-to-noise ratio. In conclusion, the results demonstrate that cortical suppression is not necessarily a shortcoming for temporal processing of rapidly occurring stimuli as it has previously been interpreted.
Natural environments are usually composed of multiple objects. Thus, each echolocation call reflects off multiple objects resulting in multiple echoes following the calls. At present, it is largely unexplored how neurons process echolocation sequences containing echo information from more than one object (multi-object sequences). Therefore, I stimulated bats with a multi-object sequence which contained echo information from three objects. The objects were different distances away from each other. I tested the influence of each object on the neuronal tuning by stimulating the bats with different sequences created from filtering object specific echoes from the multi-object sequence. The cortex most reliably processes echo information from the nearest object whereas echo information from distant objects is not processed due to neuronal suppression. Collicular neurons process less selectively echo information from certain objects and respond to each echo.
For proper echolocation, bats have to distinguish between own biosonar signals and the signals coming from conspecifics. This can be quite challenging when many bats echolocate adjacent to each other. In behavioral experiments, the echolocation performance of C. perspicillata was tested in the presence of potentially interfering sounds. In the presence of acoustic noise, the bats increase the sensory acquisition rate which may increase the update rate of sensory processing. Neuronal recordings from the auditory cortex and inferior colliculus could strengthen the hypothesis. Although there were signs of acoustic interference or jamming at neuronal level, the neurons were not completely suppressed and responded to the rest of the echolocation sequence.
ADAM15, which belongs to the family of the disintegrin and metalloproteinases, is a multi-domain transmembrane protein. A strongly upregulated expression of ADAM15 is found in inflamed synovial membranes from articular joints affected by osteoarthritis and especially rheumatoid arthritis (RA). During the chronic inflammatory process in RA the synovial membrane gets hyperplastic, resulting eventually in the formation of a pannus tissue, which can invade into the adjacent cartilage and bone thereby destroying their integrity. Previously, the expression of ADAM15 in fibroblasts of the RA synovial membrane was found to confer a significant anti-apoptotic response upon triggering of the Fas receptor, which resulted in the activation of two survival kinases, focal adhesion kinase (FAK) and Src. The Fas receptor, also named CD95, belongs to the death receptor family of the tumor necrosis factor receptors and stimulation of Fas/CD95 by its ligand FasL results in the execution of apoptotic cell death in synovial membranes of RA patients. However, the occurrence of apoptotic cell death in vivo in RA synovial tissues is considerably low despite the presence of FasL at high concentrations in the chronically inflamed joint. Accordingly, a general apoptosis resistance is a characteristic of RA-synovial fibroblasts that contributes considerably to the formation the hyperplastic aggressive pannus tissue. The objective of this study was to investigate the mechanisms underlying the capability of ADAM15 to transform FasL-mediated death- inducing signals into pro-survival activation of Src and FAK in rheumatoid arthritis fibroblasts (RASFs).
In the present study, the down-regulation of ADAM15 by RNA interference resulted in a significant increase of caspase 3/7 activity upon stimulation of the Fas receptor in RASFs. Likewise, chondrocytes expressing a deletion mutant of ADAM15 (ΔC), lacking the cytoplasmic domain, revealed increased caspase activities upon Fas ligation in comparison to cells transfected with full-length ADAM15, clearly demonstrating the importance of the cytoplasmic domain for an increased apoptosis resistance. Furthermore, activation of the Fas receptor triggered the phosphorylation of Src at Y416, which results in the active conformation of Src, as well as the phosphorylation of FAK at Y576/577 and Y861 – the target tyrosines phosphorylated by Src - in full-length ADAM15-transfected chondrocytes. However, cells transfected with ADAM15 mutant (ΔC) or with vector control did not exhibit any activation of Src and FAK upon Fas ligation. This suggested the presence of an as yet unknown protein interaction mediating the Fas triggered activation of the two kinases.
In order to identify this mechanism, the application of signal transduction inhibitors interfering with Calcium signaling either by inhibiting calmodulin with trifluoperazine (TFP) or the Calcium release-activated channel (CRAC/Orai1) with BTP-2 efficiently inhibited the phosphorylation of FAK and Src, revealing a role of calmodulin, the major Ca2+ sensor in cells, in ADAM15-dependent and Fas-elicited activation of the two survival kinases. Also, a direct Ca2+ -dependent binding of calmodulin to ADAM15 could be demonstrated by pull-down assays using calmodulin-conjugated sepharose and by protein binding assays using the recombinant cytoplasmic domain of ADAM15 and calmodulin.
Furthermore, it could be demonstrated in living synovial fibroblasts by double immunofluorescence stainings that triggering the Fas receptor by its ligand FasL or a Fas-activating antibody resulted in the recruitment of calmodulin to ADAM15 as well as to the Fas receptor in patch-like structures at the cell membrane. Simultaneously, Src associated with calmodulin was shown to become engaged in an ADAM15 complex, also containing cytoplasmic-bound FAK, by co-immunoprecipitations.
Additional studies were performed to analyze the efficacy of TFP and BTP-2 on apoptosis induction in synovial fibroblasts from 10 RA patients. Using caspase 3/7 and annexin V stainings for determining apoptosis, it could be shown that both inhibitors did not possess any apoptosis inducing capacity. However, when co-incubated with FasL both compounds synergistically enhanced apoptosis rates in the RASFs. Moreover, an additional silencing of ADAM15 revealed a further significant rise in apoptosis rates upon incubation with FasL/TFP or FasL/BTP-2, providing unequivocal evidence for an involvement of ADAM15 in facilitating apoptosis resistance in RASFs.
Taken together, these results demonstrate that ADAM15 provides a scaffold for the formation of calmodulin-dependent pro-survival signaling complexes upon CRAC/Orai1 coactivation by Fas ligation, which provides a new potential therapeutic target to break the apoptosis resistance in RASFs that critically contributes to joint destruction in RA.
Adaptive Radiation und Zoogeographie anisakider Nematoden verschiedener Klimazonen und Ozeane
(2013)
Anisakide Nematoden sind Parasiten aquatischer Organismen und weltweit in marinen Habitaten verbreitet. Ihre Übertragungswege sind tief im marinen Nahrungsnetz verwurzelt und schließen ein breites Spektrum pelagisch/benthischer Invertebraten (z.B. Cephalopoda, Gastropoda, Crustacea, Polychaeta) und Vertebraten (z.B. Teleostei, Elasmobranchia, Cetacea, Pinnipedia, Aves) als Zwischen- bzw. Endwirte ein. Aufgrund der hohen Befallszahlen u.a. in der Muskulatur und Viszera kommerziell intensiv genutzter Fischarten (z.B. Clupea harengus, Gadus morhua, Salmo salar) sowie ihrer Rolle als Auslöser der menschlichen Anisakiasis nehmen die Vertreter der Gattung Anisakis unter den anisakiden Nematoden eine Sonderstellung ein. Anhand der verbesserten Diagnostik und der Etablierung sowie Weiterentwicklung molekularbiologischer Methoden ist es in den letzten zwei Dekaden gelungen, die bestehende Taxonomie und Systematik der Gattung Anisakis zu erweitern bzw. zu revidieren. Aktuelle molekulare Analysen weisen auf die Existenz von insgesamt neun distinkten Arten hin, welche eine hohe genetische Heterogenität und Wirtsspezifität aufweisen, äußerlich jedoch nahezu identisch sind (sog. kryptische Arten). Trotz kontinuierlicher Forschung auf dem Gebiet ist das Wissen über die Biologie von Anisakis immer noch unzureichend.
Die vorliegende Dissertation ist in kumulativer Form verfasst und umfasst drei (ISI-) Einzelpublikationen. Die Zielsetzung der durchgeführten Studien bestand unter anderem darin, unter Verwendung molekularbiologischer und computergestützter Analyseverfahren, Fragestellungen zur Zoogeographie, (Co-)Phylogenie, Artdiagnostik, Lebenszyklus-Ökologie sowie des bioindikatorischen Potentials dieser Gattung zu bearbeiten und bestehende Wissenslücken zu schließen.
Die Verbreitung von Anisakis, welche bisher ausschließlich anhand von biogeographischen Einzelnachweisen abgeschätzt wurde, konnte durch den angewandten Modellierungsansatz erstmalig interpoliert und in Kartenform vergleichend dargestellt werden. Dabei wurde gezeigt, dass die Verbreitung von Anisakis spp. in den Ozeanen und Klimazonen nicht gleichmäßig ist. Die Analysen deuten auf die Existenz spezies-spezifischer horizontaler und vertikaler Verbreitungsmuster hin, welche neben abiotischen Faktoren durch die Verbreitung und Abundanz der jeweiligen Zwischen- und Endwirte sowie deren Tiefenverteilung und Nahrungspräferenzen geprägt sind.
Durch die umfangreiche Zusammenstellung und anschließende Kategorisierung der (mit molekularen Methoden) geführten Zwischenwirtsnachweise konnten indirekte Rückschlüsse über die vertikale Verbreitung von Anisakis spp. entlang der Tiefenhabitate gezogen werden.
Während Anisakis auf Gattungsebene in der gesamten Wassersäule entlang verschiedener Tiefenhabitate abundant ist, wurde für die stenoxene Art Anisakis paggiae ein meso-/bathypelagisch orientierter Lebenszyklus postuliert. Durch den Einbezug eines breiten Spektrums (paratenischer) Zwischen- und Transportwirte aus unterschiedlichen trophischen Ebenen werden Transmissionslücken im Lebenszyklus der Gattung weitestgehend minimiert und der Transmissionserfolg auf den Endwirt, und damit die Wahrscheinlichkeit einer erfolgreichen Reproduktion, erhöht. Ausgeprägte Wirtspräferenzen sowie phylogenetische Analysen des ribosomalen ITS-Markers stützen eine Theorie zur co-evolutiven Anpassung der Parasiten an ihre Endwirte. Anisakis eignet sich daher unter Einschränkungen als Bioindikator für die vertikale und horizontale Verbreitung und Abundanz der Endwirte und lässt Rückschlüsse auf trophische Interaktionen im Nahrungsnetz zu. Durch die weitere Beprobung von Zwischenwirten aus verschiedenen trophischen Ebenen in zukünftigen Studien, kann eine genauere Bewertung potentiell abweichender Lebenszyklus-Strategien gewährleistet werden. Insbesondere ist die Datenlage zur Prävalenz und Abundanz anisakider Nematoden in Cephalopoda und Crustacea noch unzureichend. Die Probennahme sollte dabei unter besonderer Berücksichtigung bislang wenig oder unbeprobter geographischer Regionen, Tiefenhabitate und Wirtsarten durchgeführt werden.
In the past decades, the use and production of chemicals has been on the rise globally due to increasing industrialization and intensive agriculture; resulting in the occurrence and ecotoxicological risks of chemicals of emerging concern (CECs) in the aquatic compartments. Risks include changes in community structure resulting in the dominance of one species and ecosystem imbalance. When dominant disease-causing organisms are in the environment, the disease transmission is increased. For example, host snails for the schistosomiasis, a human trematode disease, are known to be tolerant to pesticide
exposure compared to the predators. This would therefore result in an increased abundance of snails which consequently increase the disease transmission in the human population.
Kenya, being a low income country faces a lot of challenges with provision of clean water, diseases and sanitation facilities, and increasing population which results in intensive agriculture coupled with pesticide use. Although a lot of research has been carried out on the environmental occurrence and risk of CECs (Chapter 1), most of these studies have been done in developed countries with limited information from Africa. Additionally, research in Africa focused on urban areas with limited number of compounds analyzed and mostly in the water phase, and inadequate information on the effects of CECs on the aquatic organisms. In order to reduce this knowledge gap, this dissertation focused on identification and quantification of CECs present in water, sediment and snails from western Kenya, and the contribution of pesticides to the transmission of schistosomiasis.
Chapter 2 gives a summary of the results and discussion of the dissertation. In Chapter 3, a comprehensive chemical analysis was carried out on 48 water samples to identify compounds, spatial patterns and associated risks for fish, crustacean and algae using toxic unit (TU) approach. A total of 78 compounds were detected with pesticides and biocides being the compounds most frequently detected. Spatial pattern analysis revealed limited compound grouping based on land use. Acute risk for crustaceans and algae were driven by one to three individual compounds. These compounds responsible for toxicity were prioritized as candidate compounds for monitoring and regulation in Kenya.
In Chapter 4, an extension of Chapter 3 was done to cover the CECs present in snails and sediment from the 48 sites. A total of 30 compounds were found in snails and 78 in sediments with 68 additional compounds being found which were not previously detected in water. Higher contaminant concentrations were found in agricultural sites than in areas without anthropogenic activities. The highest acute toxicity (TU 0.99) was determined for crustaceans based on compounds in sediment samples. The risk was driven by diazinon and pirimiphos-methyl. Acute and chronic risks to algae were driven by diuron whereas fish were found to be at low to no acute risk.
In Chapter 5, the effect of pesticide contamination on schistosomiasis transmission was evaluated by applying complimentary laboratory and field studies. In the field studies, the ecological mechanisms through which pesticides and physical chemical parameters affect host snails, predators and competitors were investigated. Pesticide data was obtained from the results in chapter 3. The overall distribution of grazers and predators was not affected by pesticide pollution. However, within the grazers, pesticide pollution increased dominance of host snails. On the contrary, the host-snail competitors were highly sensitive to pesticide exposure. For the laboratory studies, macroinvertebrates including Schistosoma-host snails, competitors and predators were exposed to 6 concentrations levels of imidacloprid and diazinon. Snails showed higher insecticide tolerance compared to competitors and predators. Finally, Chapter 6 summarizes the conclusions of this dissertation, placing it in a broader
context. In this dissertation, a comprehensive chemical characterization and risk assessment of CECs has been carried out in freshwater systems; together with the effects of pesticides on schistosomiasis transmission in rural western Kenya. Results of this dissertation showed that rural areas are contaminated posing a risk to aquatic organisms which contribute to schistosomiasis transmission. This shows the need for regular monitoring and policy formulation to reduce pollutant emissions which contributes negatively to both ecological and human health effects.
The brain vascular system is composed of specialized endothelial cells, which regulate the movement of ions, molecules and cells from the blood lumen to the central nervous system (CNS). Endothelial cells in the brain form the blood-brain barrier (BBB) that is essential to maintain the brain homeostasis and protect the CNS from pathogens and toxins for a proper neurological function. Endothelium together with other cellular components such as pericytes, astrocytes and the basement membrane, forms the neurovascular unit (NVU), the structural unit of the BBB. Breakdown of the BBB occurs in various neurological disorders, leading to edema and neuronal damage. Therapeutic strategies focusing on factors that regulate the permeability of the BBB may help to improve neurological disorders and facilitate drug delivery to the brain.
Angiopoietins (Ang) are potential candidates for therapeutic targeting the BBB due to their role in regulating the vascular permeability in periphery. They are key growth factors that control angiogenesis and vessel maturation. Ang-1 and Ang-2 possess similar binding affinities to the Tie2 receptor tyrosine kinase, which is almost exclusively expressed on endothelial cells. Ang-1 is expressed in smooth muscle cells and pericytes, and binds in a paracrine manner to Tie2. This results in phosphorylation of the receptor and induction of downstream signaling pathways leading to vessel maturation via pericyte recruitment and blood vessel stabilization. Ang-2, on the other hand, is stored in Weibel Palade bodies in endothelial cells and is released upon inflammatory or angiogenic stimuli. Therefore, in mature, stabilized blood vessels, Ang-2 expression is low. Increased level of Ang-2 is only observed during development or in pathology such as ischemia, cancer and inflammation. When Ang-2 is released, it acts in an autocrine manner and interferes with Tie2 phosphorylation in a context-dependent way. Antagonizing the receptor results in de-stabilization of the vessels, often accompanied by reduced numbers of pericytes leading to myeloid cell infiltration. In conjunction with the vascular endothelial growth factor (VEGF), Ang-2 contributes to blood vessel sprouting, whereupon in absence of VEGF it promotes vessel regression. ...
Research in cell and developmental biology requires the application of three-dimensional model systems that reproduce the natural environment of cells. Processes in developmental biology are therefore studied in entire systems like insects or plants. In cell biology, three-dimensional cell cultures (e.g. spheroids or organoids) model the physiology and pathology of cells, tissues or organs. In all systems, the cellular neighborhood and interactions, but also physicochemical influences, are realistically presented. The production and handling of these model systems is rather simple and allows for reproducible characterization.
Confocal and light sheet-based fluorescence microscopy (LSFM) enable the observation of these systems while maintaining their three-dimensional integrity. LSFM is applicable to imaging live samples at high spatio-temporal resolution over long periods of time. The quality of the acquired datasets enables the extraction of quantitative features about morphology, functionality and dynamics in the context of the complete system. This approach is referred to as image-based systems biology. Exploiting the potential of the generated datasets requires an image analysis pipeline for data management, visualization and the retrieval of biologically meaningful values.
The goal of this thesis was to identify, develop and optimize modules of the image analysis pipeline. The modules cover data management and reduction, visualization, reconstruction of multiview image datasets, the segmentation and tracking of cell nuclei and the extraction of quantitative features. The modules were developed in an application-driven manner to test and ensure their applicability to real datasets from three-dimensional fluorescence microscopy. The underlying datasets were taken from research projects in developmental biology in insects and plants, as well as from cell biology.
The datasets acquired in fluorescence microscopy are typically complex and require common image processing steps in order to manage, visualize, and analyze the datasets. The first module accomplishes automatic structuring of large image datasets, reduces the data amount by image cropping and compression and computes maximum projection images along different spatial directions. The second module corrects for intensity variations in the generated maximum projection images that occur as a function of time. The program was published as a part of an article in Nature Protocols. Another developed module named BugCube provides a web-based platform to visualize and share the processed image datasets.
In LSFM, samples can be rotated in-between two acquisitions enabling the generation of multiview image datasets. Prior to my work, Frederic Strobl and Alexander Ross acquired the complete embryogenesis of the red flour beetle, Tribolium castaneum, and the field cricket, Gryllus bimaculatus, with LSFM. I evaluated a plugin for the software FIJI as a module for the reconstruction of such datasets. The plugin was optimized for automation and efficiency. We obtained the first high quality three-dimensional reconstructions of Tribolium and Gryllus datasets.
Optical clearing increases the penetration depth into samples, thus providing endpoint images of entire three-dimensional objects with cellular detail. This work contributes a quantitative characterization module that was applied to endpoint images of optically cleared spheroids. A program for the generation of ground truth datasets was developed in order to evaluate the cell nuclei segmentation performance. The program was part of a paper that was published in BMC Bioinformatics. Using the program, I could show that the cell nuclei segmentation is robust and accurate. Approaches from computational topology and graph theory complete the segmentation of cell nuclei. Thus, the developed module provides a comprehensive quantitative characterization of spheroids on the level of the individual cell, the cell neighborhood and the whole cell aggregate. The module was employed in four applications to analyze the influence of different stress conditions on the morphology and cellular arrangement of cells in spheroids. The module was accepted for publication in Scientific Reports along with the results for one application. The cell nuclei segmentation further provided a data source for simulation models that used correlation functions to identify structural zones in spheroids. These results were published in Royal Society Interface.
The final part of this work presents a module for cell tracking and lineage reconstruction. In collaboration with Dr. Alexis Maizel, Dr. Jens Fangerau and Dr. Daniel von Wangenheim, I developed a module to track the positions of all cells involved in lateral root formation in Arabidopsis thaliana and used the extracted positions for extensive data analysis. We reconstructed the cell lineages and established the first atlas of all founder cells that contribute to the formation. The analysis of the retrieved data allowed us to study conserved and individual patterns in lateral root formation. The atlas and parts of the analysis presented in this thesis were published in Current Biology.
In this thesis, I developed modules for an image analysis pipeline in three-dimensional fluorescence microscopy and applied them in interdisciplinary research projects. The modules enabled the organization, processing, visualization and analysis of the datasets. The perspective of the image analysis pipeline is not restricted to image-based systems biology. With ongoing development of the image analysis pipeline, it can also be a valuable tool for medical diagnostics or industrial high-throughput approaches.
Ischemic injuries of the cardiovascular system are still the leading cause of death worldwide. They are often accompanied by loss of cardiomyocytes (CM) and their replacement by non-functional heart tissue. Cardiac fibroblasts (CF) play a major role in the recovery after ischemic injury and in the scar formation. In the last few years researchers were able to reprogram fibroblasts into CM in vitro and in murine models of myocardial infarction using various protocols including a cocktail of microRNAs (miRs). These miRs can target hundreds of messenger RNAs and inhibit their translation into proteins, potentially regulating multiple cellular signaling pathways. Because of this, there has been a rising interest in the use of miRs for therapeutic purposes. However, as different miRs have different effects in different cells, there is the danger of causing serious side effects. These could be alleviated by enacting a cell-specific transport of miRs, for example by using aptamers. Aptamers are usually short strands of DNA or RNA, which can fold into a specific three-dimensional confirmation which allows them to bind specifically to target molecules. Aptamers are commonly selected from a large library for their ability to bind to target molecules using a procedure called SELEX. Aptamers have already been used to transport miRs into cancer cells.
In this thesis, we first established the transport of miRs into cells of the cardiovascular system using aptamers. MiR-126 is an important part of the signaling in endothelial cells (EC), protects from atherosclerosis and supports angiogenesis, which is why we chose it as a candidate to transport into the vasculature. We first tested two aptamers for their ability to internalize into EC and fibroblasts. Both the aptamer for the ubiquitously expressed transferrin receptor (TRA) and a general internalizing RNA motif, but not a control construct, could internalize efficiently into all cell types tested. We then designed three chimeras (Ch) using different strategies to connect TRA to miR-126. While all chimeras could internalize efficiently, only Ch3, which connects TRA to Pre-miR-126 using a sticky bridge structure, had functional effects in EC. Ch3 reduced the protein expression of VCAM-1 in EC and increased the VEGF induced sprouting of EC in a spheroid-sprouting assay. Treatment of breast cancer cells with Ch3 emulated the effects of treatment with classical miR-126-3p and miR-126-5p mimics. In the SK-BR3 cell line Ch3 and miR-126-3p reduce the viability of the cells while they reduce recruitment of EC by the MCF7 cell line. miR-126-5p had no apparent effect in the SK-BR3 line, but increased viability of MCF7 cells, as did Ch3. This implies that Ch3 can be processed to both functional miR-126-3p and miR-126-5p in treated cells.
We were unable to achieve a reprogramming of adult murine cardiac fibroblasts into cells resembling CM using the cocktail of 4 miRs. This indicates that the miR-mediated transdifferentiation is only possible in neonatal fibroblasts. The effects in mice after an AMI might possibly be caused by an enhanced plasticity of fibroblasts in and close to the infarcted area.
We also screened to find aptamers specifically binding to cells of the cardiovascular system. We used two oligonucleotide libraries in a cell-SELEX to select candidates which bind to CF, but not EC. We observed that only the library which contains two randomized regions of 26 bases showed an enrichment of species binding to fibroblasts. We then sequenced rounds 5-7 of the SELEX and analyzed the data bioinfomatically to select 10 candidate aptamers. All candidates showed a strong binding not only to CF, but also EC. This indicates that the selection pressure against species binding to EC was not high enough and would have to be increased to find true CF-aptamers. Four promising candidates were also analyzed for their potential to be internalized and we surprisingly found that all of them were internalized by EC and CF more efficiently than TRA. The similar behavior of the candidates implies that they possibly share a ligand, which is expressed both by EC and CF, but more prominently by the latter.
This work demonstrates the possibility of using aptamers to transport miRs into cells of the cardiovascular system. It also shows that it is possible to select aptamers for non-cancerous mammalian cells, which has not been done before. It is reasonable to assume that a refinement of the cell-SELEX will allow selection of cell-specific aptamers. Due to the failure of reprogramming of adult fibroblasts into induced cardiomyocytes we were unable to test whether a miR-mediated reprogramming might be inducible using aptamer transported-miRs. Ultimately, aptamer mediated transport of miRs is a feasible and promising therapeutic option for the treatment of cardiovascular diseases and other disorders like cancer.