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Tissue integrity is defined by the composition and connection of cells as a structural and functional unit. It is modulated by a magnitude of processes including differentiation, survival, controlled death and adhesion of cells. Besides, external factors such as physical forces are also involved. A suitable model system to study all modalities of tissue integrity is the mammary gland. Postnatally and within the reproductive phase, the mammary gland undergoes morphological and functional modifications that periodically loosen or strengthen tissue integrity. An important point in the development of the mammary gland is the regression during weaning, also termed involution. The transition from lactation to involution is important for a controlled loss of tissue integrity. In this transition, collective cell death is initiated but not yet prominent enabling the mammary gland to fully recover lactation.
In this thesis, modalities of tissue integrity were investigated using three-dimensional cell cultures (i.e. spheroids) and the mammary gland as model systems. In the context of this thesis, I established (1) an immunofluorescence staining protocol and its detailed evaluation. Furthermore, I studied (2) the role of cell survival during mammary gland development, (3) the effect of physical forces that modulate tissue integrity and (4) the contribution of proteins to cell adhesion and growth.
Since a homogeneous fluorescence stain of the specimen is necessary for quantitative analysis, an immunofluorescence staining protocol was established to stain large spheroids in toto. The evaluation contributes qualitative and quantitative criteria that judge the specificity, intensity and homogeneity of the stain. Based on this approach, it was possible to demonstrate the morphological and functional characteristics that spheroids share with the mammary gland in vivo. These characteristics included the synthesis of extracellular matrix, the development of polarized acinar structures and lactogenic differentiation.
The role of cell survival during mammary gland development was analyzed by means of the expression profile of the pro-survival protein BAG3. The expression of BAG3 differed in the progress of mammary gland development. While the expression was low during pregnancy, it rose in the lactation phase and peaked within the first days of involution, indicating that BAG3 is associated with early involution in the mammary gland. In vitro experiments related the expression of BAG3 to cell survival in mammary epithelial cells.
Physical forces naturally occur during developmental processes influence tissue integrity during the initiation of mammary gland involution. The influence of physical force applied as compression on mammary epithelial spheroids was investigated. A morphological analysis showed that following a lag, the cell nuclei volume changed upon compression. A short-term compression induced the activation of caspases. A prolonged compression reduced the activity of caspases. This suggests the induction of a process that allows cells the adaption to changing environmental conditions. BAG3 is known to be involved in mechanical stress-induced autophagy, also known as chaperone assisted selective autophagy (CASA). Compression of spheroids did not induce CASA. The experimentally applied strain was not comparable to the strain found in the alveolar cells during involution in vivo. Thus, whether or not CASA is activated during mammary gland involution remains elusive. Nevertheless, the methodical approach to apply compression on spheroids in vitro is a model to study the influence of physical forces on cell aggregates.
Apart from cell survival and physical forces, growth and adhesion of cells affect tissue integrity. A spheroid formation assay and subsequent data analysis and computational modeling enabled the investigation of these processes in a non-adhesive environment. The analysis suggested that spheroid formation follows a reaction-controlled process, in which cells do not necessarily form a connection when they collide. The loss of function of either E-cadherin or actin strongly inhibited the formation of a spheroid. The analysis further revealed that neither E-cadherin nor actin influence the chance of the cells to form a connection when they collide. Both molecules are more important in stabilizing established connections. Depolymerization of microtubules still allowed spheroids to form, but the formation was decelerated and growth of the final spheroids was inhibited. The results from computational modeling suggested that microtubules act on cell adhesion through different mechanisms, which also vary among different cell types. The inhibition of FAK phosphorylation at Y397, a downstream target of integrin signaling, and the analysis of FAK protein levels in spheroids showed that integrin-mediated signaling is not prominent in three-dimensional spheroids formed from non-invasive cells. A deletion of BAG3 gene expression increased the number of dead cells in forming spheroids suggesting that BAG3 predominantly affects cell survival.
The results of this thesis identified and characterized adhesion- and survival-associated proteins that are important for tissue integrity. This thesis suggests that a BAG3-dependent cell survival mechanism is prominent at the beginning of mammary gland involution. Future studies will have to identify the related factors and inducers of tissue integrity loss in the mammary gland. This will shed light on the physiology of the organ and could explain the disorders that destroy its integrity. In addition, this thesis contributes to a better understanding of spontaneous cell aggregation, the aggregate organization and implies a role of cell migration in these processes. Future studies that focus on three-dimensional cell migration could explain, how cell migration is promoted and to which extent it supports tissue integrity.
Savannas provide essential ecosystem services for human well-being in West Africa. Thus, ecosystem change not only directly affects biodiversity but also human livelihoods. Human land use considerably shaped these savanna ecosystems for millennia, particularly agriculture, livestock grazing, logging and the collection of non-timber forest products (NTFPs). NTFPs are wild plant products and comprise all organic matter from herbaceous plants, shrubs, and trees (excluding timber). Current increasing land use pressure through fast demographic changes is widely esteemed as a severe threat for savanna biodiversity and the socio-economy of rural communities. In consideration of the pivotal role of NTFP species for biodiversity and livelihoods, it is important to evaluate the effect of increasing land use change on savanna vegetation and on its provisioning service for human well-being. Thus, the major aim of this thesis is to investigate the impacts of land use intensification on vegetation composition, diversity and function and its consequences for provisioning ecosystem services (NTFPs) and human well-being in a West African savanna.
The research for this study was conducted in the North Sudanian vegetation zone of south-eastern Burkina Faso, where population growth exceeds the nationwide trend. Generally, Burkina Faso belongs to the worldwide poorest countries, where nearly one quarter of the population suffers from malnutrition (FAO 2014). The integration of NTFPs and particularly wild food species into rural household economies is, thus, an important measure in the national combat against poverty and food insecurity (FAO 2014). Against this background, I focus on vegetation changes, the economic importance of NTFPs as well as the decrease and substitution of wild food species in this study.
Vegetation resurveys of different vegetation types since the early 1990s showed that land use change led to more pronounced changes in the herbaceous than in the woody vegetation layer. Most woody vegetation types stayed stable in species composition and richness, even though some highly useful tree species (Vitellaria paradoxa, Parkia biglobosa) declined in some woody vegetation types. In contrast, in most herbaceous vegetation types species richness increased and species composition considerably changed. This change might be explained by a general ruderalisation process through a pronounced increase of wide-ranging herbaceous species. However, in spite of a general species increase in the herbaceous layer, a decrease of preferred herbaceous fodder species was found. Thus, the decline of useful species in both layers is alarming. Herbaceous vegetation types also showed more pronounced changes in plant functional trait characteristics in comparison to woody vegetation types. However, an increase of smaller plant species and species with a high diaspore terminal velocity (VTerm) was found in both vegetation layers. Since these two trait responses are generally related to grazing and browsing, the strong increase of livestock herds is likely to be responsible for the detected vegetation changes.
In addition to the vegetation study, interviews showed that all useful food species were widely considered to decline. The two economically most important tree species, the shea tree (Vitellaria paradoxa) and the locust bean tree (Parkia biglobosa) that contribute with 70% to wild food income, were considered among the most declining species of all cited wild food species. On this matter, local perceptions of species decline and results from field observations are in accordance. However, a wide range of cited substitutes indicated a great knowledge on alternative plant species in the area. Most wild food species are, however, substituted by other highly valued wild food species. Although our results suggest that rural communities are able to cope with the decrease or absence of wild food species, growing decline of one species would concurrently increase the pressure on other native food species. Therefore, the need to counteract the decrease of highly useful wild food species should be of high priority in management measures. In general, I showed that NTFPs are an essential component in rural households, since it contributed with 45 % to total household income. Significant differences in NTFP dependency between the two investigated villages and across the three main ethnic groups were detected, reflecting different traditional uses and harvesting practices. In general, it was shown that poorer households depend more on NTFP income than wealthier households. Against the background of this study, management strategies for agroforestry systems and poverty alleviation should consider local differences, and ethnicity-dependent NTFP-use patterns.
Overall, the combination of field studies on temporal and functional vegetation change with socio-economic and ethno-botanic interviews increases the knowledge on qualitative and quantitative vegetation changes and on the consequences for rural populations. This thesis gives a thorough insight into decreasing trends of economically valued plant species and thus gives evidence on the consequences of vegetation changes for ecosystem services of West African savanna ecosystems. Further, different NTFP-dependencies and use preferences according to socio-economic and cultural variables, such as ethnicity, present a valuable basis for specific decision-making and should be considered in management plans.
Die Paarverteilungsfunktion (PDF) beschreibt die Wahrscheinlichkeit, zwei Atome eines Materials in einem Abstand r voneinander zu finden. Diese Methode bewährt sich seit längerer Zeit zur Untersuchung von Gläsern, Flüssigkeiten, amorphen, stark fehlgeordneten und nanokristallinen anorganischen Substanzen. Die Anwendung für organische Substanzen ist jedoch relativ neu, mit etwa 20 Veröffentlichungen und Patenten insgesamt.
Im Rahmen dieser Dissertation wurden zwei Methoden zur Strukturverfeinerung und Strukturlösung organischer Substanzen anhand von PDF-Daten erfolgreich entwickelt und an diversen Beispielen validiert. Als erster Schritt hierzu wurde eine Methodenverbesserung vorgenommen. Hierbei handelte es sich um eine Verbesserung der Simulation der PDF-Kurven organischer Verbindungen anhand eines gegebenen Strukturmodells. Mit Hilfe der bisherigen Methoden können die PDF-Kurven anorganischer Substanzen erfolgreich simuliert werden. Für organische Substanzen werden bei Anwendung der bisherigen Methode die Signalbreiten der intramolekularen und intermolekularen Beiträge zu der PDF-Kurve falsch wiedergegeben, dies führt zu einer schlechten Anpassung der simulierten PDF-Daten and die experimentellen PDF-Daten. Deshalb wurde ein neuer Ansatz entwickelt, in welchem für die Berechnung der intramolekularen Beiträge zum PDF-Signal ein anderer isotroper Auslenkungsparameter verwendet wurde, als bei der Berechnung der intermolekularen Beiträge zum PDF-Signal. Mit diesem Ansatz konnte eine sehr gute Simulation der PDF-Kurve für alle Testbeispiele erzielt werden. Zur Strukturverfeinerung organischer Substanzen anhand von PDF-Daten wurden zwei Ansätze entwickelt: der Rigid-Body-Ansatz zur Behandlung starrer organischer Moleküle und der Restraint-Ansatz zur Behandlung flexibler organischer Moleküle.
Neben methodischen Entwicklungen wurden in dieser Arbeit zwei weitere Untersuchungen organischer Verbindungen mittels PDF-Analyse durchgeführt.
Es wurden drei, auf unterschiedliche Weise hergestellte, amorphe Proben des Wirkstoffes Telmisartan untersucht. Des Weiteren wurde mittels PDF-Analyse eine pharmazeutische Nanosuspension untersucht.
Im Rahmen der vorliegenden Arbeit wurden Inhibitoren der bakteriellen Resistenzproteine New Delhi Metallo-β-Lactamase 1 (NDM-1), die beiden Mutanten der Verona-Integron Encoded Metallo-β-Lactamase 1 und 2 (VIM-1, bzw. -2), sowie die Imipenemase 7 (IMP-7) entwickelt.
Auf Grund natürlicher Selektion, aber vor allem auch bedingt durch den unüberlegten und verschwenderischen Einsatz von β-Lactam-Antibiotika, ist eine weltweite Zunahme an multiresistenten Erregern zu beobachten. Einer der Hauptgründe dieser Resistenzen sind die Metallo- β-Lactamsen (MBL), welche vor allem in Gramnegativen Bakterien vertreten sind und für die Hydrolyse und damit der Desaktivierung der β-Lactam-Wirkstoffe verantwortlich sind. Neben der Suche nach anderweitig wirkenden Antibiotika, ist die Entwicklung von Inhibitoren der MBLs von vordringlicher Bedeutung.
Basierend auf der Grundstruktur des ACE-Hemmers Captopril, wurden trotz synthetischer Herausforderungen erfolgreich mehrere Strukturen mit inhibitorischer Aktivität gegenüber den MBLs synthetisiert. Der Prolinring von Captopril wurde in einer neuen Variante der Captopril-Synthese durch verschiedene Ring- und nicht cyclische Teilstrukturen ersetzt. Durch die Entwicklung einer Schutzgruppenstrategie, konnte die Ringstruktur durch einen Piperazin-Rest ersetzt werden. Dies erlaubt es, die Molekülstruktur auf dieser Seite zu erweitern. Des Weiteren wurde eine neue Syntheseroute etabliert, welche es auf elegante Weise ermöglicht, weitere Derivatisierungen an der Methylgruppe des Captoprils durchzuführen.
In einem proteinbasierten Testsystem wurden die synthetisierten Substanzen auf ihr inhibitorisches Potential hin untersucht. Dabei wurden IC50-Werte im niedrig einstelligen mikromolaren, für drei Verbindungen sogar im sub-mikromolaren Bereich ermittelt. Die erhaltenen Ergebnisse wurden für die drei aktivsten Inhibitoren durch eine Erhöhung des Schmelzpunktes in einem TSA-Testsystem erfolgreich verifiziert. Mittels ITC-Untersuchungen konnte die unterschiedlichen Gewichtungen der entropischen und enthalpischen Beiträge zur Bindung der Inhibitoren an die untersuchten MBLs aufgezeigt werden. Hierdurch konnten die scheinbar widersprüchlichen Ergebnisse der ermittelten IC50-Werte und Schmelzpunktverschiebungen für die Verbindung DBDK48 bezüglich der NDM-1 aufgeklärt werden.
Die Strukturen DB320 konnte erfolgreich mit VIM-2 co-kristallisiert werden. Dies ermöglicht eine genauere Untersuchung und qualifizierte Aussagen über die Bindungsverhältnisse zwischen Protein und Ligand.
Für zwei der synthetisierten Inhibitoren sollte untersucht werden, ob deren Aktivität in vitro auch in Bakterien erhalten bleibt. Dazu wurden pathogene klinische Isolate und Laborstämme, welche mit dem Resistenzplasmid transfiziert wurden, und gegen Imipenem resistent sind, herangezogen. Durch die Zugabe der Inhibitoren konnte die Wirksamkeit von Imipenem wiederhergestellt werden.
Es konnte eine HPLC-Methode etabliert werden, welche eine Abschätzung der Polaritäten in Abhängigkeit der Retentionszeiten erlaubt. Dadurch konnte ein direkter Zusammenhang zwischen der Polarität der Verbindungen und dem Grad der Wirksamkeit im MIC-Testsystem aufgezeigt werden.
Durch die Untersuchung der Inhibitoren auf die Proteine ACE und LTA4H, konnten zwei Ziel-Proteine der Captopril-Grundstruktur als unerwünschte Nebenziele ausgeschlossen werden. Des Weiteren führte die Behandlung von U937-Zellen, selbst bei einer hohen Konzentration von 100 µM, weder zu Auffälligkeiten in einem WST-1 Assay, noch zu einer erhöhten Freisetzung von LDH. Daher kann davon ausgegangen werden, dass die Verbindungen über keine zytotoxischen Eigenschaften verfügen.
Surface water can contain a complex mixture of organic micropollutants (i.e. residues of pharmaceuticals or biocides). Conventional wastewater treatment plants (WWTPs) do not completely remove a broad range of anthropogenic chemicals and therefore represent a leading point source. To upgrade WWTPs, technical solutions based on oxidative and sorptive processes have been developed and successfully implemented. Acknowledging these substantial advances, this thesis focuses on another key topic and aims to investigate whether improved biological treatment processes likewise effectively remove anthropogenic micropollutants from wastewater. The work conducted on this topic was part of two European research projects (ATHENE, ENDETECH).
The ATHENE project aimed to go beyond the state-of-the-art by developing biological wastewater treatment processes that exploit the full potential of biodegradation. With the objective to explore the potential of complementary strictly anaerobic conditions within the biological wastewater treatment, combinations of aerobic and anaerobic treatments on site of a WWTP were implemented. Based on pre-experiments, two promising treatment combinations were selected for a more comprehensive evaluation. An aerobic treatment was paired with an anaerobic pre-treatment under iron-reducing conditions, and an activated sludge treatment was combined with an anaerobic post-treatment under substrate-limiting conditions. For the evaluation of these processes, an effect-based assessment was applied and combined with chemical data of 31 selected target organic micropollutants as well as ten metabolites. To assess the removal of endocrine disrupting chemicals (EDCs), yeast based reporter gene assays covering seven receptor-mediated mechanisms of action including (anti-)estrogenicity, (anti-) androgenicity, retinoid-like, and dioxin-like activity were conducted. Furthermore, the removal of unspecific toxicity (Microtox assay) and oxidative stress response as a marker for reactive toxicity (AREc32 assay) were analyzed to cover micropollutants acting via a non-specific mechanism of action. Moreover, to assess toxicity of the whole effluent in vivo, standardized in vivo bioassays with four aquatic model species (Desmodesmus subspicatus, Daphnia magna, Lumbriculus variegatus, Potamopyrgus antipodarum) were performed.
The combination of aerobic and anaerobic treatments resulted in a low additional removal of the selected target organic micropollutants (by 14-17%). In contrast, the removal of endocrine and dioxin-like activities (by 17-75%) and non-specific in vitro toxicities (by 27-60%) was significantly enhanced. Compared to technical solutions (i.e. ozonation), the combination with an anaerobic pre-treatment under iron-reducing conditions was likewise effective in removing the estrogenic activity as well as the unspecific toxicity, whereas anti-androgenic activity and dioxin-like activity were less effectively removed. Exposure to effluents of the conventional activated sludge treatment did not induce adverse in vivo effects in the investigated aquatic model species. Accordingly, no further improvement in water quality could be observed. In conclusion, the combination of aerobic and anaerobic treatment processes significantly enhanced the removal of specific and non-specific in vitro toxicities. Thus, an optimization of the biological wastewater treatment can lead to a substantially improved detoxification. These capacities of a treatment technology can only be uncovered by complementary effect-based measurements.
The global objective of the ENDETECH project was to develop a biotechnological solution to eliminate recalcitrant pharmaceuticals in wastewater direct from sites, where high loads are expected (i.e. hospitals). For this purpose, laccase, an enzyme mainly found in wood decaying fungi, was immobilized on ceramic membranes for application in bioreactors. In a proof of principle experiment, the performance of immobilized laccase in removing a mixture of 38 antibiotics without and in combination with a natural mediator (syringaldehyde; SYR) was investigated. For the evaluation of the enzymatic membrane bioreactors, chemical data on the elimination of the selected target antibiotics was combined with the outcomes of two in vitro bioassays. Growth inhibition tests with an antibiotic sensitive Bacillus subtilis strain were conducted to assess the residual antibiotic activity of the effluents, and Microtox assays were performed to detect a potential formation of toxic by-products.
The treatment by laccase without SYR did not reduce the load of antibiotics significantly. In contrast, in combination with a SYR concentration of 10 µmol L-1, 26 out of 38 antibiotics were removed by >50% after 24 h treatment. Moreover, increasing the SYR concentration to 1000 µmol L-1 resulted in a further improvement of the antibiotic removal. 32 out of 38 antibiotics were removed by over 50%, whereby 17 were almost completely eliminated (>90%). However, the treatment with laccase in combination with SYR resulted in a time-dependent increase of unspecific toxicity. While SYR alone did not affect B. subtilis, the combination of laccase with SYR led to a strong time-dependent growth inhibition up to 100%. Similar to that, a time-dependent increase of unspecific toxicity in the Microtox assay was observed. In conclusion, the laccase-mediator process successfully degrades a broad spectrum of antibiotics and thus represents a promising technology to treat wastewater from sites, where high loads are expected. However, further research is required to reduce the formation of unspecific toxicity before an implementation of this technology can be considered.
The focus of this research was to understand the molecular mechanism that lies behind the insertion of tail-anchored membrane proteins into the ER membrane of yeast cells. State-of-art instruments such as LILBID, and Cryo-EM, combined with the introduction of direct electron detectors, were used to analyze the proteins that capture tail-anchored proteins near the ER membrane and help their releases from a chaperone, an ATPase named Get3. Get3 escorts TA proteins to the ER membrane, where both Get3 and the TA proteins interact sequentially to Get3 membrane bound receptors Get1 and Get2. Get1 and Get2 are homologs of mammalian WRB and CAML.
The native host was used to separately produce Get1, Get2, and the Get2/Get1 single chain constructs. The studies showed that when Get1 is expressed alone, Get1 does not seems to be located in the ER membrane but rather in microbodies like shape organelles (or peroxisome). Interestingly, Get1 seems to be located in the ER membrane when it is linked to Get2 as single chain construct.
The localization study of Get2/Get1 fused to GFP shows from the fluorescence intensity that Get2/Get1.GFP has a tube-like morphology or membrane-enclosed sacs (cisterna), implying that Get2/Get1 is actually targeted to the ER membrane and is likely functional. In other words, Get1 and Get2 stabilize each other in the ER membrane.
The expression of Get2/Get1 was found to be already optimum when expressed as single chain construct because the fluorescence counts did not improve when additives such as DMSO or histidine were added. However, when Get1 and Get2 are expressed separately, additives improve their protein production yield. In 1 liter culture, Get1 yield is increased by about 3 mg and Get2 by 1.8 mg. This can be explained by the space that Get1 and Get2 should occupy within the ER membrane as they must coexist with other membrane components to maintain the homeostasis of the cell. Hence, if there were no gain for single chain construct expression, it meant that Get2/Get1 was already well expressed on its own in ER membrane and has reached its optimum expression without the help of additives. The Get2/Get1 overexpression is more stable, tolerated and less toxic for the cells to express it at a high level.
DDM has proved to be the best detergent from the detergents tested to solubilize Get1, Get2, and Get2/Get1.
Thereafter, Get1, Get2 (data not shown), and Get2/Get1 were successfully purified in DDM micelles.
Furthermore, for the first time using LILBID, the actual study has shown that Get1 and Get2 are predominantly a heterotetramer (2xGet1 and 2xGet2) but higher oligomerization may exist as well.
Get3 binds to Get1 in a biphasic way with a specific strong binding of an affinity of 57 nM and the second of 740 nM nonspecific indicative of heterogeneity within the interaction between Get1 and Get3. This heterogeneity is caused by the presence of different conformation of either protein. However, in order to characterize a high-resolution structure model of a specific target one needs highly homogenous and identical molecules of the target protein or complex in solution. The homogeneity increases the chances of growing crystals during crystallography as the good homogeneity will likely generate a perfect packing of unit cells stack (also known as crystal lattice) in the three-dimensional spaces. The same truth goes for the single particles analysis Cryo-EM, especially for smaller complexes where having less or no conformation alterations of specific targets will enable the researcher to classify the particles in 2D and 3D, therefore improving the signal-to-noise-ratio that will ultimately lead to high-resolution structure determination.
Get1, Get2/Get1 and chimeric variants (tGet2/Get1, T4l.Get2/Get1, T4l.Get2.apocyte.Get1) were crystallized but none of the crystals could diffract due to heterogeneity.
This heterogeneity was not only occurring upon the binding of Get3 to its membrane receptors, but seems to be already present within the receptors themselves through possibly different conformation.
In this Ph.D. thesis, the heterogeneity of purified Get2 and Get1 as complex or individually in detergent is then, so far, the limiting factor for obtaining a high-resolution structure model of Get1 and Get2. As mentioned above, the heterogeneity observed was not due to the quality of the sample preparation but rather to the effect of different conformations that could have been native, or just because of the micelle used, as it was proven by the 3-D heterogeneity classification by Cryo-EM.
In general, crosslinking is one way to keep the integrity of protein complexes, however it appeared not to improve the sample quality when it was analyzed in micelles. Often the integrity of some membrane proteins is affected when they are solubilized and purified in detergents.
Finally, in this study, the structural map of Get2 and Get1 complex linked with chimeric protein T4 lysozyme and apocytochrome C b562RIL gene was obtained at 10 Å. However, this single chain construct has a density map corresponding to heterodimer species (one Get1 and Get2). Therefore, based on those data the tertiary structure of Get2/Get1 in micelle is poorly defined. It could be that the membrane extraction in DDM and the purification destabilizes the structure of the complex.
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.
In der vorliegenden Arbeit wurde die Dynamik zweier grundlegend verschiedener, deaktivierender Mechanismen von Retinalproteinen untersucht. In einem dritten Projekt wurde die Photodynamik einer Dreifachmutante von visuellem Rhodopsin erforscht, von der eine Mutation zu kongenitaler (angeborener) Nachtblindheit führt und zwei andere Mutationen das Protein über eine Disulfidbrücke stabilisieren. Die Ergebnisse dieser drei Projekte sind im Folgenden zusammengefasst.
Die Aktivität des mikrobiellen Proteorhodopsins als lichtgetriebene Protonenpumpe kann photoinduziert unterbunden werden. Dies erfolgt durch die Absorption von blauem Licht durch das Retinal bei deprotonierter Schiff‘schen Base. Vor dieser Arbeit war allerdings nur wenig über den Mechanismus und die Kinetik dieses Effekts bekannt. Das einzige Retinalprotein, an dem diese Deaktivierungsdynamik auf molekularer Ebene zeitaufgelöst untersucht wurde, ist Bakteriorhodopsin. Doch auch an diesem System wurde die ultraschnelle Primärreaktion in der photoinduzierten Deaktivierungsdynamik - die Photoisomerisierung des 13-cis-Retinals - bisher nicht zeitaufgelöst gemessen.
In dieser Arbeit wurde ein Weg gefunden, diesen Prozess auf einer Sub-Pikosekundenzeitskala zu detektieren. Dazu wurde eine Proteorhodopsinmutante genutzt, in der der primäre Protonendonor E108 durch Glutamin ersetzt ist. Diese Mutante weist eine signifikante Erhöhung der Lebensdauer des M-Intermediats auf. Im photostationären Gleichgewicht führt diese veränderte Kinetik zu einer erheblich erhöhten Akkumulation des Proteins im M-Zustand, die ausreicht, um photoinduzierte Absorptionsänderungen der Deaktivierungsdynamik sowohl im sichtbaren als auch im mittleren Infrarotbereich auf ultrakurzer Zeitskala zu detektieren. Dieses Projekt erfolgte in Kooperation mit dem Arbeitskreis Glaubitz (Goethe-Universität Frankfurt am Main).
Es zeigte sich, dass die Anregung des Retinals von Proteorhodopsin im M-Zustand zur Isomerisierung von 13-cis zu all-trans führt, die nach wenigen Pikosekunden abgeschlossen ist. Der zweite und abschließende Schritt ist die Reprotonierung der Schiff'schen Base. Es stellte sich heraus, dass dieser Prozess auf einer Nanosekundenzeitskala abläuft und über einen Protonentransfer vom primären Protonenakzeptor D97 zur Schiff'schen Base ermöglicht ist.
Die in dieser Arbeit vorgestellte Methodik zur Untersuchung der deaktivierenden Photodynamik von Proteorhodopsin auf ultraschneller Zeitskala, könnte in Zukunft auf weitere mikrobielle Rhodopsine angewandt werden. So ist die Studie der Deaktivierungsdynamik von Channelrhodopsinen von großem Interesse für optogenetische Anwendungen. Eine lichtgesteuerte Kontrolle der Ionenkanalöffnung und -schließung sollte die Präzision in der Regulierung ionischer Permeation erheblich verbessern.
Die Proteorhodopsinmutante E108Q wurde außerdem in ihrer primären Photodynamik sowohl bei grünem als auch blauem Anregungslicht untersucht. Es zeigte sich in beiden Fällen eine Dynamik, die der des Wildtyps sehr ähnlich ist. Eine Beobachtung unterscheidet sich jedoch wesentlich vom Wildtyp. Das K-Intermediat der E108Q-Mutante scheint nach einigen hundert Pikosekunden zumindest partiell zu zerfallen, woraufhin sich eine Signatur im blauen Spektralbereich bildet. Blitzlichtphotolysemessungen lassen vermuten, dass diese blau absorbierende Species im zwei- bis dreistelligen Nanosekundenbereich wieder zerfallen sein muss.
Der zweite Teil dieser Arbeit beschäftigt sich mit dem Photozerfall von visuellem Rhodopsin. Es ist bekannt, dass die Signaltransduktion durch Wechselwirkung zwischen aktiviertem Rhodopsin und Arrestin unterbunden wird. Im ersten Abschnitt wurde der Einfluss der Arrestin-1-Variante p44 auf die Photodynamik visuellen, bovinen Rhodopsins untersucht. In einer Kooperation mit dem Arbeitskreis Schwalbe (Goethe-Universität Frankfurt am Main) konnte gezeigt werden, dass Arrestin erheblichen Einfluss auf die Zerfallsdynamik von Meta II und Meta III hat. Es wurde festgestellt, dass die Wechselwirkung von p44 mit photoaktiviertem Rhodopsin eine erhöhte Population des Intermediats Meta III bewirkt, mit der Folge einer zweifach langsameren Freisetzungskinetik des all-trans-Retinals. Diese Beobachtung weist auf eine physiologische Rolle des Zustands Meta III in der Retinalhomöostase hin.
Gegenstand einer zweiten Studie mit dem Arbeitskreis Schwalbe ist zum einen die Rhodopsinmutation G90D, die mit kongenitaler (angeborener) stationärer Nachtblindheit zusammenhängt, und zum anderen die Doppelmutation N2C und D282C, die zur Ausbildung einer stabilisierenden Disulfidbrücke zwischen den im extrazellulären Bereich eingeführten Cysteinen führt. Im Rahmen dieser Arbeit wurde die Photodynamik des Wildtyps, der Doppelmutante und der stabilisierten G90D-Mutante (Mutationen G90D, N2C und D282C) sowohl auf einer ultrakurzen Zeitskala als auch auf einer Minutenskala untersucht.
Structural biology often employs a combination of experimental and computational approaches to unravel the structure-function paradigm of biological macromolecules. This thesis aims to approach this combination by the application of Pulsed Electron-Electron Double Resonance (PELDOR/DEER) spectroscopy and structural modelling. In this respect, PELDOR spectroscopy in combination with site-directed spin labelling (SDSL) of proteins is frequently used to gain distance restraints in the range from 1.8 to 8 nm. The inter-spin distance and the flexibility of the spin labelled protein domains are encoded in the oscillation and the dampening of the PELDOR signal. The intrinsic flexibility of the commonly used MTSSL (1-Oxyl-2,2,5,5-tetramethylpyrroline-3-methyl) spin label itself can be an obstacle for structural modelling if the flexibility of the label is large compared to the flexibility of the protein domains. In this thesis the investigation of two multi-domain proteins by the 4-pulse PELDOR sequence is presented. At first, the N-terminal polypeptide transport-associated (POTRA) domains of anaOmp85, a rigid three domain protein, giving well-defined PELDOR distance restraints, is investigated. The experimental restraints are used for structure refinement of the X-ray structure and reveal a strong impact of the intrinsic flexibility of MTSSL on the accuracy of structural refinement. The second example, K48-linked diubiquitin, is a highly flexible multi-domain protein on which the flexibility of MTSSL is of minor impact on structural modelling. In this case, the distance restraints are utilized to determine conformational ensembles. Due to the high intrinsic flexibility already characterizing diubiquitin the recently developed 7-pulse Carr-Purcell (CP) PELDOR sequence was applied to investigate longer ubiquitin chains. This sequence enables to measure dipolar oscillations with an extended time window, allowing a good separation between inter- and intramolecular contributions even for long distance and broad conformational distributions, thereby providing an increased accuracy of the obtained distance distributions.
This thesis reports on the results obtained by expression photoactivatable adenylyl cyclase from Beggiatoa spp. (bPAC) in cholinergic neurons from Caenorhabditis elegans (C. elegans) and the characterization of the role of a single neuron, RIS, during locomotion in the adult animal.
Pharmacological activation of adenylyl cyclases through Forskolin is known to induce increased neuronal output in diverse model organisms through a protein kinase A (PKA) dependent mechanism. Nevertheless, pharmacological assays are not spatially restricted, do not allow for precise and acute activation nor to cessation of the signal. Thus, an optogenetic approach for was selected trough the expression of photoactivatable adenylyl cyclase from Beggiatoa spp. (bPAC) in cholinergic neurons of Caenorhabditis elegans (C. elegans). This model organism was chosen due to its transparency, ease of maintenance, fast generation cycles as well as for being an eutelic animal. Further, its genome has been fully sequenced and the connectome of the neuronal network is known, thus allowing for precise analysis of neuronal function. Furthermore, the molecular mechanisms governing neuronal functions are well conserved up to primates. Mainly two optogenetical tools were applied, bPAC and the light gated cation channel channelrhodopsin 2 (ChR2).
Behavioral assays of bPAC photostimulation in cholinergic neurons recapitulated previous work performed with the photoactivatable adenylyl cyclase from Euglena gracilis (EuPACa), in which swimming frequency and speed on solid substrate were increased. Electrophysiological recordings of body wall muscle (BWM) cells by Dr. Jana F. Liewald showed that bPAC photoactivation led to an increase in miniature postsynaptic current (mPSC) rate and, in contrast to ChR2 invoked depolarization, also amplitude. Analysis of mutants deficient in neuropeptidergic signaling (UNC- 31) via electrophysiology performed by Dr. Jana F. Liewald showed that the increase in mPSC amplitude due to bPAC photoactivation requires neuropeptide release. This was confirmed by co-expression of bPAC with the neuropeptide marker NLP-21::Venus and subsequent fluorescence analysis of release, exploiting the fact that released neuropeptides are ultimately degraded by scavenger cells (coelomocytes). These were enriched with NLP-21::Venus after bPAC photostimulation, but no fluorescence could be observed in the UNC-31 mutants.
Additional analysis of the electrophysiological data performed by myself showed no modulation of mPSC kinetics dues to neuropeptidergic release induced by bPAC. Hence, neuropeptide release and action sites were in the cholinergic neurons, the latter including cholinergic motoneurons.
Dr. Szi-chieh Yu provided electron microscopy images of high pressure frozen, bPAC or ChR2 expressing animals. These were tagged by myself for automatic analysis of ultrastructural properties of the cholinergic presynapse, also during photoactivation of both optogenetic tools. Photoactivation of both induced a reduction of synaptic vesicles, with ChR2 showing a more severe effect. In contrast to ChR2, though, bPAC also reduced the amount of dense core vesicles (DCV), the neuropeptide transporters. Additionally, long bPAC photoactivation as well as ChR2 photoactivation led to the appearance of large vesicles (LV), presumably in response to the increased SV fusion rate. bPAC photostimulation also induced an increase in SV size, not observed after ChR2 photostimulation. In UNC-31 mutants, bPAC photostimulation could not lead to the SV size increase, a further argument for the presynaptic effect of the released neuropeptide. Additional analysis of electrophysiology paired with pharmacology, performed by Dr. Jana F. Liewald, showed that mPSC amplitude increase requires the function of the vesicular acetylcholine transporter.
A further effect observed in the ultrastructure of bPAC photostimulated cholinergic presynapses was a shift in the distribution of SV regarding the dense projection. An analysis of cAMP pathway mutants showed that synapsin is required for bPAC induced behavior effects. Synapsin is known to mediate SV tethering to the cytoskeleton. Here, I show evidence for a new role of synapsin in controlling the availability of DCVs for fusion and thus, in neuropeptidergic signaling.
In the second part of my thesis I characterized the function of the GABAergic interneuron RIS in the neuronal network of C. elegans. RIS was shown to induce lethargus, a sleep-like state, during all larval molts, but its function in the adult animal was not yet described. Specific RIS expression of ChR2 achieved by a recombinase based system allowed to acutely depolarize the neuron during locomotion, which led to an acute behavioral stop. Diverse signal transduction pathway mutants were analyzed showing that the phenotype was induced by neuropeptidergic signaling. Through mutagenesis followed by whole genome sequencing data analysis as well as analysis of RIS specific RNA sequencing data further narrowed the signal transduction pathway to mediate the locomotion stop behavior. Since the neuropeptide and, to some extent, the neuron are conserved across nematodes, an argument is outlined in favor of the conservation of this sleep-like state.
In addition, since ChR2 could induce neuropeptidergic signaling from RIS, secretion of vesicles is regulated by variable pathways depending on the neuronal identity. Nevertheless, expression of bPAC in RIS allowed to optogenetically increase the probability of short stops, as observed by expression of a calcium sensor (GCaMP) in RIS and analysis of its intrinsic activity in the adult animal.