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Dynamic interactions and their changes are at the forefront of current research in bioinformatics and systems biology. This thesis focusses on two particular dynamic aspects of cellular adaptation: miRNA and metabolites.
miRNAs have an established role in hematopoiesis and megakaryocytopoiesis, and platelet miRNAs have potential as tools for understanding basic mechanisms of platelet function. The thesis highlights the possible role of miRNAs in regulating protein translation in platelet lifespan with relevance to platelet apoptosis and identifying involved pathways and potential key regulatory molecules. Furthermore, corresponding miRNA/target mRNAs in murine platelets are identified. Moreover, key miRNAs involved in aortic aneurysm are predicted by similar techniques. The clinical relevance of miRNAs as biomarkers, targets, resulting later translational therapeutics, and tissue specific restrictors of genes expression in cardiovascular diseases is also discussed.
In a second part of thesis we highlight the importance of scientific software solution development in metabolic modelling and how it can be helpful in bioinformatics tool development along with software feature analysis such as performed on metabolic flux analysis applications. We proposed the “Butterfly” approach to implement efficiently scientific software programming. Using this approach, software applications were developed for quantitative Metabolic Flux Analysis and efficient Mass Isotopomer Distribution Analysis (MIDA) in metabolic modelling as well as for data management. “LS-MIDA” allows easy and efficient MIDA analysis and, with a more powerful algorithm and database, the software “Isotopo” allows efficient analysis of metabolic flows, for instance in pathogenic bacteria (Salmonella, Listeria). All three approaches have been published (see Appendices).
Embryonale Stammzellen (ESCs) sind durch zwei charakteristische Eigenschaften definiert. Neben einer kontinuierlichen Selbsterneuerungskapazität weisen ESCs die Fähigkeit auf, in alle Zelltypen der drei Keimblätter differenzieren zu können. Diese Eigenschaften werden unter anderem durch ein Netzwerk wichtiger Pluripotenzfaktoren als auch durch epigenetische Mechanismen reguliert, welche die Transkription von Pluripotenz- und Differenzierungsgenen kontrollieren.
In murinen ESCs sind an der Repression von Differenzierungsgenen auch Polycomb group (PcG) Proteine beteiligt. Diese Proteine bauen zwei Chromatin-modifizierende Komplexe auf, die als Polycomb repressive complex 1 bzw. 2 (PRC1 bzw. PRC2) bezeichnet werden. Nach dem klassischen Modell der Polycombfunktion, katalysieren PRC1 und PRC2 gemeinsam zwei charakteristische Histonmodifikationen, die zur Repression PRC-spezifischer Zielgene beitragen. Zahlreiche Studien in den letzten Jahren belegen, dass der Proteinaufbau der PRC1 Komplexe stark variieren kann, wobei die Familie der Polycomb group RING finger (Pcgf) Proteine eine wichtige Rolle spielt. In diesem Zusammenhang definieren einzelne Pcgf Paraloge (Pcgf1 – 6) verschiedene PRC1 Varianten (PRC1.1 – 1.6), die Komplex-spezifische Bindestellen im Genom aufweisen. Diese Erkenntnisse lassen auf unterschiedliche Mechanismen der PRC1 Varianten und Pcgf Paralog-spezifische Funktionen schließen, die zum jetzigen Zeitpunkt nur wenig erforscht sind.
Für manche Pcgf Paraloge sind wichtige Rollen in verschiedenen Stammzelltypen und während der iPS Reprogrammierung bekannt. Pcgf1 (Nspc1), Pcgf2 (Mel18) und Pcgf4 (Bmi1) zeigen eine Funktion in verschiedenen adulten Stammzellen. Pcgf4 spielt darüber hinaus eine wichtige Rolle in der murinen iPS Reprogrammierung. Für Pcgf6 (Mblr) wird eine Pluripotenz-assoziierte Funktion angenommen, denn Pcgf6 ist das einzige Pcgf Paralog, das eine erhöhte Expression in murinen ESCs aufweist, die jedoch im Verlauf der ESC-Differenzierung absinkt. Außerdem zeigen murine Pcgf6 KD ESCs eine verminderte Expression der Pluripotenzgene Oct4, Sox2 und Nanog, eine De-Repression mesodermaler und Testes-spezifischer Gene als auch eine erhöhte Tendenz zur hämatopoetischen Differenzierung. Wie genau Pcgf6 an der Regulation dieser Prozesse in murinen ESCs beteiligt ist, ist nicht bekannt.
In der hier vorliegenden Dissertation wurde die Funktion von Pcgf6 in der murinen iPS Reprogrammierung untersucht. Da bereits für Pcgf4 eine Rolle in der Reprogrammierung somatischer Zellen gezeigt wurde und Pcgf6 eine erhöhte Expression in ESCs aufweist, wurde auch für Pcgf6 eine Funktion in der iPS Reprogrammierung angenommen. Zunächst konnte in dieser Arbeit gezeigt werden, dass Pcgf6 während der iPS Reprogrammierung verstärkt exprimiert wird und in iPS Zellen eine ESC-ähnliche Expression aufweist. Darüber hinaus konnte Pcgf6 in Kombination mit Oct4, Klf4 und c-Myc spezifisch den Transkriptionsfaktor Sox2 in der iPS Reprogrammierung ersetzen. Zudem wurden für OPKM-induzierte iPS Zellen charakteristische Eigenschaften pluripotenter Zellen nachgewiesen. Außerdem konnte eine Rolle von Pcgf6 als Enhancer-Faktor für die iPS Reprogrammierung ausgeschlossen werden, da die Überexpression von Pcgf6 zusammen mit den OSKM Faktoren keine additiven Effekte auf die Reprogrammierungseffizienz erzielte. Im Gegensatz dazu führte der Knockdown (KD) von Pcgf6 in embryonalen Mausfibroblasten (MEFs) zu verminderten Effizienzen nach OSKM Reprogrammierung. Darüber hinaus handelte es sich bei der Mehrheit der AP+ Kolonien, die unter Pcgf6 KD Konditionen entstanden, um partiell-reprogrammierte iPS Zellen.
Zusammengefasst zeigen die Ergebnisse der hier vorliegenden Arbeit, dass Pcgf6 ein neuer und essentieller Faktor der iPS Reprogrammierung ist, der in Kombination mit Oct4, Klf4 und c-Myc spezifisch den Transkriptionsfaktor Sox2 ersetzen kann.
In contrast to c-Myc, a deregulated expression of the MYCN gene is restricted to human neuroendocrine tumours. In most cases, the excessive activity of N-Myc results from a MYCN amplification. In neuroblastoma, amplification of MYCN is a predictor of poor prognosis and resistance to therapy. The inability to target the N-Myc protein directly necessitates the search for alternative targets. This project aimed at identifying genes specifically required for growth and survival of cells that express high levels of N-Myc using high-throughput shRNA screening combined with next generation sequencing. The identification and analysis of these genes will shed light on functional interaction partners of N-Myc.
We screened a shRNA library containing 18,327 shRNAs and identified 148 shRNAs, which were selectively depleted in the presence of active N-Myc. In addition, shRNAs targeting genes that are involved in p53 and ARF turnover and apoptosis were depleted in the cell population during the screen. These processes are known to affect N-Myc-mediated apoptosis. Consequently, these results biologically validated the screen. The 148 shRNAs that showed a significant synthetic lethal interaction with high levels of N-Myc expression were further analysed using the bioinformatics program DAVID. We found an enrichment of shRNAs that target genes involved in specific biological processes. For example, we validated synthetic lethal interactions for genes such as, THOC1, NUP153 and LARP7, which play an important role in the process of RNA polymerase II-mediated transcription elongation. We also validated genes that are involved in the neddylation pathway.
In the screen we identified Cullin 3, which is a component of the BTB-CUL3-Rbx1 ubiquitin ligase that is involved in the turnover of Cyclin E. Depletion of cullin 3 and activation of N-Myc was found to synergistically increase Cyclin E expression to supraphysiological levels, inducing S-phase arrest and a strong DNA damage response.
Together with results from a proteomics analysis of N-Myc associated proteins, our results lead us to the following hypothesis: In a neuroblastoma cell, the high levels of N-Myc result in a conflict between RNA polymerase II and the replication machinery during S-phase. The newly identified interaction partners of N- Myc are required to solve this conflict. Consequently, loss of the interaction leads to a massive DNA damage and the induction of apoptosis. In addition, inhibition or depletion of the essential components of the neddylation pathway also results in an unresolvable problem during S-phase.
Neisseria gonorrhoeae is a human-specific pathogen that causes gonorrhea. It is defined as a super bacterium by the WHO due to the emergence of gonococci that are resistant to a variety of antibiotics and a rapidly increasing infection incidence. Genome-wide investigation of neisserial gene essentiality and novel virulence factors is urgently required in order to identify new targets for anti-neisserial therapeutics. To identify essential genes and new virulence factors, a high-density mutant library in N. gonorrhoeae MS11 was generated by in vitro transposon mutagenesis. The transposon library harbors more than 100,000 individual mutants, a density that is unprecedented in gonococcal research. Essential genes in N. gonorrhoeae were determined by enumerating frequencies of transposon insertion sites (TIS) with Illumina deep sequencing (Tn-seq). Tn-seq indicated an average distance between adjacent TIS of 25 bp. Statistical analysis unequivocally demonstrated 781 genes that were significantly depleted in TIS and thus are essential for Neisseria survival. A subset of the genes was experimentally verified to comprise essential genes and thus support the outcome of the study. The hereby identified candidate essential genes thus may constitute excellent targets for the development of new antibiotics or vaccines.
In a second study, the transposon mutant library was applied in a genome-scale “negative-selection strategy” to identify genes that are involved in low phosphate-dependent invasion (LPDI). LPDI is dependent on the Neisseria porin subtype PorBIA which acts as an epithelial cell invasin in absence of phosphate and is associated with severe pathogenicity in disseminated gonococcal infections (DGI). Tn-seq demonstrated 98 genes, which were involved in adherence to host cells and 43 genes involved in host cell invasion. E.g. the hypothetical protein NGFG_00506, an ABC transporter ATP-binding protein NGFG_01643, as well as NGFG_04218 encoding a homolog of mafI in N. gonorrhoeae FA1090 were experimentally verified as new invasive factors in LPDI. NGFG_01605, a predicted protease, was identified to be a common factor involved in PorBIA, Opa50 and Opa57-mediated neisserial engulfment by the epithelial cells. Thus, this first systematic Tn-seq application in N. gonorrhoeae identified a set of previously unknown N. gonorrhoeae invasive factors which demonstrate molecular mechanisms of DGI.
Pocket-Proteine und E2F-Transkriptionsfaktoren regulieren die Expression von Zellzyklus-assoziierten Genen und spielen eine zentrale Rolle bei der Koordination der Zellteilung, Differenzierung und Apoptose. Störungen dieser Signalwege tragen zur Entstehung zahlreicher Tumorentitäten beim Menschen bei. Trotz der intensiven Untersuchung der Zellzyklusregulation sind viele Details noch unverstanden.
Der LIN-Komplex (LINC / DREAM) ist ein kürzlich entdeckter humaner Multiprotein-komplex, welcher dynamisch mit Pocket-Proteinen und E2F-Transkriptionsfaktoren interagiert. Eine essentielle Komponente des LIN-Komplexes ist das LIN9-Protein. Um die Funktion dieses Proteins bei der Zellzyklusregulation und Tumorentstehung genauer untersuchen zu können, wurde in unserer Arbeitsgruppe ein konditionelles Lin9-Knockout-Mausmodell etabliert.
Primäres Ziel der Arbeit war es, den Phänotyp embryonaler Fibroblasten (MEFs) aus diesen Mäusen zu charakterisieren. Bereits kurz nach Inaktivierung von Lin9 konnte ein stark verlangsamtes Zellwachstums beobachtet werden. In Lin9-depletierten MEFs wurden multiple mitotische Defekte detektiert, die u. a. strukturelle Auffälligkeiten des Spindelapparates, aberrante Zellkerne, Störungen der Chromosomensegregation sowie zytokinetische Defekte umfassen und in einer dramatischen Zunahme polyploider und aneuploider Zellen resultieren. Im Langzeitverlauf führen diese erheblichen Aberrationen zu einer vorzeitigen zellulären Seneszenz. Wird diese durch das Large T-Protoonkogen durchbrochen, können sich MEFs an den Verlust von Lin9 adaptieren, zeigen dann jedoch eine hochgradige genomische Instabilität und Substrat-unabhängiges Wachstum im Weichagar als Zeichen onkogener Transformation.
Im zweiten Abschnitt der vorliegenden Arbeit wurde die Genexpression in Lin9-defizienten MEFs mittels quantitativer Real Time-PCR untersucht um zu klären, ob die beschriebenen Defekte auf Veränderungen der transkriptionellen Aktivität zurück-zuführen sind. Dabei wurde eine erhebliche Reduktion der Expressionslevel mitotischer Gene nach Verlust von Lin9 beobachtet. Des Weiteren wurden zur Klärung der zu Grunde liegenden molekularen Mechanismen Chromatin-Immunpräzipitations-Experimente (ChIP) durchgeführt. Im Vergleich zu Kontrollzellen wurden dabei in Lin9-defizienten Zellen signifikante epigenetische Veränderungen bezüglich aktivierender Histon-Modifikationen an den Promotoren mitotischer Lin9-Zielgene festgestellt.
Im letzten Abschnitt der Arbeit sollten die Auswirkungen des heterozygoten Verlustes von Lin9 analysiert werden. Dabei zeigte sich, dass Lin9-haploinsuffiziente Zellen normal proliferieren, obwohl die Expression verschiedener G2/M-Gene leicht vermindert war. Es wurde jedoch eine Schwächung des mitotischen Spindelkontrollpunktes und in der Folge über mehrere Zellgenerationen eine Zunahme polyploider Zellen beobachtet. Mit Weichagar-Assays konnte gezeigt werden, dass bereits der heterozygote Verlust des Lin9-Gens zur onkogenen Transformation beiträgt.
Zusammengenommen dokumentieren diese Studien, dass LIN9 eine entscheidende Bedeutung bei der Regulation von Zellzyklus-assoziierten Genen spielt und sowohl einen essentiellen Faktor für die Zellproliferation darstellt als auch durch die Gewährleistung genomischer Stabilität tumorsuppressive Eigenschaften aufweist.
Localization microscopy is a class of super-resolution fluorescence microscopy techniques. Localization microscopy methods are characterized by stochastic temporal isolation of fluorophore emission, i.e., making the fluorophores blink so rapidly that no two are
likely to be photoactive at the same time close to each other. Well-known localization microscopy methods include dSTORM}, STORM, PALM, FPALM, or GSDIM. The biological community has taken great interest in localization microscopy, since it can enhance the resolution of common fluorescence microscopy by an order of magnitude at little experimental cost.
However, localization microscopy has considerable computational cost since millions of individual stochastic emissions must be located with nanometer precision. The computational cost of this evaluation, and the organizational cost of implementing the complex algorithms, has impeded adoption of super-resolution microscopy for a long time.
In this work, I describe my algorithmic framework for evaluating localization microscopy data.
I demonstrate how my novel open-source software achieves real-time data evaluation, i.e., can evaluate data faster than the common experimental setups can capture them.
I show how this speed is attained on standard consumer-grade CPUs, removing the need for computing on expensive clusters or deploying graphics processing units.
The evaluation is performed with the widely accepted Gaussian PSF model and a Poissonian maximum-likelihood noise model.
I extend the computational model to show how robust, optimal two-color evaluation is realized, allowing correlative microscopy between multiple proteins or structures. By employing cubic B-splines, I show how the evaluation of three-dimensional samples can be made simple and robust, taking an important step towards precise imaging of micrometer-thick samples.
I uncover the behavior and limits of localization algorithms in the face of increasing emission densities.
Finally, I show up algorithms to extend localization microscopy to common biological problems.
I investigate cellular movement and motility by considering the in vitro movement of myosin-actin filaments. I show how SNAP-tag fusion proteins enable imaging with bright and stable organic fluorophores in live cells. By analyzing the internal structure of protein clusters, I show how localization microscopy can provide new quantitative approaches beyond pure imaging.
Toll-like receptors (TLR) are pattern recognition receptors (PRR) by which macrophages (MØ) sense pathogen-associated molecular patterns (PAMPs). The recognition of lipopolysaccharide (LPS), the PAMP of gram negative bacteria, by TLR4 triggers signaling cascades and leads to the pro-inflammatory activation of the cells. A recent quantitative and kinetic analysis of the phosphoproteome of LPS-activated primary macrophages highlighted the cytoskeleton as a cell compartment with an enriched protein phosphorylation. In total 44 cytoskeleton-associated proteins were regulated by this post-translational modification and thus might be involved in the control and regulation of key macrophage functions like spreading, motility and phagocytosis.
To investigate the control of cytoskeleton-associated cell functions by TLR4 activation, we first developed a method to quantitatively measure the spreading response of bone marrow MØ after stimulation with LPS. Fluorescence microscopy was used for cell imaging and visualisation of the MØ contact area. In collaboration with the Fraunhofer Institute Erlangen, we developed and validated a software tool for the semi-automated segmentation and quantitation of MØ fluorescence microscopy data, which allowed fast, robust and objective image analysis. Using this method, we observed that LPS caused time-dependent spreading, which was detectable after 1-2 h and maximal after 24 h. Next, the impact of genetic or pharmacological inhibition of known TLR signaling components was investigated. Deficiency in the adapter protein MYD88 strongly reduced spreading activity at the late time points, but had no impact early after LPS-stimulation. A similar effect was observed upon pharmacological inhibition of ERK1/2 signaling, indicating that ERK1/2 mediates MYD88-dependent MØ spreading. In contrast, MØ lacking the MAPK p38 were impaired in the initial spreading response but responded normally 8-24 h after stimulation. The genetic deletion of the MAPK phosphatases DUSP1 and DUSP16 resulted in impaired late spreading, corroborating the essential role for functional MAPK signaling in TLR4-driven MØ spreading.
To identify the contribution of other cytoskeletal phosphoproteins to MØ spreading, siRNA knockdown of selected candidate genes in primary murine MØ was employed and combined with automated quantitative image analysis. These experiments revealed a functional role for the Myosins MYO1e and MYO1f in MØ spreading. These motor proteins are strongly phosphorylated in LPS-activated MØ. Because of their ability to simultaneously bind to actin filaments and cell membrane or other proteins, we investigated their role in phagocytosis, cytokine production and antigen presentation. Phagocytosis and killing of bacteria were not affected in Myo1e-/- macrophages. However, MYO1e plays a role in chemokine secretion and antigen presentation processes. MCP1 (CCL2) release was selectively increased in Myo1e-deficient MØ and dendritic cells (DC), while cytokine secretion was unaffected. Furthermore, macrophages and DCs lacking MYO1e showed lower levels of MHC-II on the cell surface. However, mRNA levels of CCL2 and of MHC-II were unaltered. These data suggest a role for MYO1e in the transport of selected chemokines and of MHC-II molecules to the cell surface. MHC-II-restricted antigen presentation assays revealed an impaired capacity of macrophages and DC lacking MYO1e to stimulate antigen-specific T cells, suggesting that the reduced MHC-II expression is functionally relevant.
Taken together, in this study first a quantitative image analysis method was developed which allows the unbiased, robust and efficient investigation of the macrophage spreading response. Combination of this method with siRNA knockdown of selected cytoskeleton-associated phosphoproteins led to the identification of MYO1e and MYO1f as regulators of macrophage spreading. Furthermore, we identified MYO1e in MØ and DC to be essential for the intracellular transport of CCL2 and MHC-II to the cell surface and for optimal stimulation of antigen-specific CD4 T cells.
Chapter I
The gradual turnover of dead organic material into mineral nutrients is a key ecological function, linking decomposition and primary production, the essential parts of the nutrient-energy cycle. However, disturbances in terms of species or resource losses might impair the equilibrium between production and decomposition. Humanity has converted large proportions of natural landscapes and intensified land-use activity for food production. Globally, only very few areas are totally unaffected by human activity today.
To ensure the maintenance of both essential ecosystem services, knowledge about the interplay of biodiversity and ecosystem functioning as well as effects of intensified management on both is crucial. The vast majority of terrestrial biomass production as well as decomposition take place in forest ecosystems. Though forestry has a long sustainable history in Europe, its intensification during the last century has caused severe impacts on forest features and, consequently, on the associated biota, especially deadwood dependent organisms. Among these, saproxylic beetles are the most diverse group in terms of species numbers and functional diversity, but also most endangered due to habitat loss. These features classify them as ideal research organisms to study effects of intensified forestry on ecosystem services. The BELONGDEAD project located in Germany aimed to investigate deadwood decay and functional consequences of diversity changes in the associated fauna on the decomposition process from the initialisation of deadwood decay to complete degradation.
As part of the BeLongDead project, this dissertation focussed on saproxylic beetle species, thereby evaluating (1) regionally effects of tree species identity of fresh deadwood and (2) forest management of varying intensities on the diversity, abundance and community composition of saproxylic beetles (chapter II); (3) the specialisation degree of different trophic guilds of saproxylic beetles, and thus the stability and robustness of their interaction networks against disturbances (chapter III); (4) the impact of environmental features of local to regional spatial scales on species richness of saproxylic beetles differing in their habitat niche in terms of deadwood decay stages (chapter IV).
Chapter II
The vast majority of European forest ecosystems have been anthropogenically affected, leaving less than 1% of the about 1 milliard hectare as natural forests. A long history of forestry and especially the technological progress during the last century have caused massive habitat fragmentation as well as substantial loss of essential resources in European forest ecosystems. Due to this, the substrate-dependent group of saproxylic beetles has experienced severe species losses. Thus, investigations concerning saproxylic diversity and deadwood volume were badly needed. However, the importance of different deadwood in terms of tree species identity for the colonization by saproxylic beetles under different local and regional management regimes is poorly understood. Therefore, we studied possible regional differences in colonization patterns of saproxylic beetle species in a total of 688 fresh deadwood logs of 13 tree species in 9 sites of managed conifer and beech forests, and unmanaged beech forests, respectively. We found that tree species identity was an important driver in determining saproxylic species composition and abundance within fresh deadwood. However, saproxylic species showed different colonization patterns of deadwood items of the same tree species among the study regions. Regionally consistent, conifer forests were most diverse. We attribute the latter result to the historically adaption of saproxylic beetle species to semi-open forests, which conditions are actually best reflected by conifer forests. To preserve a diverse local species pool of early successional saproxylic beetles, we suggest an equal high degree of deadwood diversity in a tree species context in due consideration of regional differences.
Chapter III
The extinction risk of a particular species corresponds with its species-specific requirements on resources and habitat conditions, in other words with the width of the species` ecological niche. Species with a narrow ecological niche are defined as specialists. Members of this group experience higher extinction risk by resource limitation than generalists, which are able to utilize a variety of resources. For the classification of species as specialists or generalists, thus evaluating possible extinction risks, ecologists use the concept of interaction networks. This method has often been applied for mutualistic or antagonistic plant-animal interactions, but information for networks of detritivores is scarce. Therefore, saproxylic beetle species sampled as described in chapter II were categorised according to their larval diet; additionally their interaction networks (N=108) with 13 dead host tree species were analysed. Specialisation degree was highest for wood-digesting beetles and decreased with increasing trophic level. Also the network indices evaluating robustness and generality indicated a higher susceptibility to species extinctions for xylophagous than for mycetophagous and predatory beetles. The specialisation of xylophagous species on specific tree species might be an adaption to tree species specific ingredients stored for defence against pathogens and pests. However, we conclude that the high specialisation degree of xylophages and thus their higher extinction risk by resource loss harbours certain dangers for ecosystem function and stability as species diversity is positively linked to both.
Chapter IV
Populations depend on individual emigration and immigration events to ensure genetic exchange. For successful migration it is of utmost importance that spatially separated populations are obtainable by specimen. Migratory success depends on the one hand on the species dispersal abilities and on the other on the availability of suitable habitats in the surrounding landscape in which the distinct host populations exist. However, consequences of intensive forest management correspond not only to severe reduction of local deadwood amount, but, among others, also a change in tree species composition and high levels of fragmentation in the surrounding forest area. Saproxylic beetle species differ in their dispersal behaviour according to the temporal availability of their preferred habitat. Generally, early successional saproxylic beetles are able to disperse over large distances, whereas beetles inhabiting advanced decayed wood often remain close to their larval habitat. Due to this, environmental factors might affect saproxylic beetle guilds differently. We classified the saproxylic beetles sampled as described in chapter II according to their calculated habitat niche as early, intermediate or late successional saproxylic beetles. For the different guilds the effects of 14 environmental factors on different spatial scales (stand factors at 0.1 km radius, landscape composition at 2 km radius, and regionally differing abiotic factors in 400 km to 700 km distance) were investigated. Consistently for all guilds, species richness decreased with fragmentation at local and landscape scale, and increased in warmer climate. However, we found contradictory results between the guilds to some extent. We relate this to guild specific habitat requirements of the saproxylic beetles. Therefore, for the development of appropriate conservation practices guild-specific requirements saproxylic beetles have to be considered not only locally but on larger spatial scales.
Chapter V
In conclusion, this dissertation identified main drivers of early successional saproxylic beetle species richness on various spatial scales. Our results emphasize the importance to develop management schemes meeting species-specific and guild-specific habitat requirements of the saproxylic beetle fauna at relevant spatial and temporal scales. Therefore, short-term actions suggested for sustainable forest management should be the focus on a diverse tree species composition consisting of indigenous tree species with respect to regional differences. Moreover, senescent trees, fallen and standing deadwood should remain in the forests, and some tree individuals should be allowed to grow old. Long-term actions should involve the reduction of forest fragmentation and the connection of spatial widely separated forest fragments. Furthermore, to fully understand the effects of forest management long-term research should be conducted to compare habitat requirements of intermediate and late successional beetles with the results presented in this dissertation.
The Notch signaling pathway is crucial for mammalian heart development. It controls cell-fate decisions, coordinates patterning processes and regulates proliferation and differentiation. Critical Notch effectors are Hey bHLH transcription factors (TF) that are expressed in atrial (Hey1) and ventricular (Hey2) cardiomyocytes (CM) and in the developing endocardium (Hey1/2/L). The importance of Hey proteins for cardiac development is demonstrated by knockout (KO) mice, which suffer from lethal cardiac defects, such as ventricular septum defects (VSD), valve defects and cardiomyopathy. Despite this clear functional relevance, little is known about Hey downstream targets in the heart and the molecular mechanism by which they are regulated.
Here, I use a cell culture system with inducible Hey1, Hey2 or HeyL expression to study Hey target gene regulation in HEK293 cells, in murine embryonic stem cells (ESC) and in ESC derived CM. In HEK293 cells, I could show that genome wide binding sites largely overlap between all three Hey proteins, but HeyL has many additional binding sites that are not bound by Hey1 or Hey2. Shared binding sites are located close to transcription start sites (TSS) where Hey proteins preferentially bind to canonical E boxes, although more loosely defined modes of binding exist. Additional sites only bound by HeyL are more scattered across the genome. The ability of HeyL to bind these sites depends on the C-terminal part of the protein. Although there are genes which are differently regulated by HeyL, it is unclear whether this regulation results from binding of additional sites by HeyL.
Additionally, Hey target gene regulation was studied in ESC and differentiated CM, which are more relevant for the observed cardiac phenotypes. ESC derived CM contract in culture and are positive for typical cardiac markers by qRT PCR and staining. According to these markers differentiation is unaffected by prolonged Hey1 or Hey2 overexpression. Regulated genes are largely redundant between Hey1 and Hey2. These are mainly other TF involved in e.g. developmental processes, apoptosis, cell migration and cell cycle. Many target genes are cell type specifically regulated causing a shift in Hey repression of genes involved in cell migration in ESC to repression of genes involved in cell cycle in CM.
The number of Hey binding sites is reduced in CM and HEK293 cells compared to ESC, most likely due to more regions of dense chromatin in differentiated cells. Binding sites are enriched at the proximal promoters of down-regulated genes, compared to up-or non-regulated genes. This indicates that up-regulation primarily results from indirect effects, while down-regulation is the direct results of Hey binding to target promoters. The extent of repression generally correlates with the amount of Hey binding and subsequent recruitment of histone deacetylases (Hdac) to target promoters resulting in histone H3 deacetylation.
However, in CM the repressive effect of Hey binding on a subset of genes can be annulled, likely due to binding of cardiac specific activators like Srf, Nkx2-5 and Gata4. These factors seem not to interfere with Hey binding in CM, but they recruit histone acetylases such as p300 that may counteract Hey mediated histone H3 deacetylation. Such a scenario explains differential regulation of Hey target genes between ESC and CM resulting in gene and cell-type specific regulation.
The auditory system is an exquisitely complex sensory organ dependent upon the synchronization of numerous processes for proper function. The molecular characterization of hereditary hearing loss is complicated by extreme genetic heterogeneity, wherein hundreds of genes dispersed genome-wide play a central and irreplaceable role in normal hearing function. The present study explores this area on a genome-wide and single gene basis for the detection of genetic mutations playing critical roles in human hearing.
This work initiated with a high resolution SNP array study involving 109 individuals. A 6.9 Mb heterozygous deletion on chromosome 4q35.1q35.2 was identified in a syndromic patient that was in agreement with a chromosome 4q deletion syndrome diagnosis. A 99.9 kb heterozygous deletion of exons 58-64 in USH2A was identified in one patient. Two homozygous deletions and five heterozygous deletions in STRC (DFNB16) were also detected. The homozygous deletions alone were enough to resolve the hearing impairment in the two patients. A Sanger sequencing assay was developed to exclude a pseudogene with a high percentage sequence identity to STRC from the analysis, which further solved three of the six heterozygous deletion patients with the hemizygous, in silico predicted pathogenic mutations c.2726A>T (p.H909L), c.4918C>T (p.L1640F), and c.4402C>T (p.R1468X). A single patient who was copy neutral for STRC and without pathogenic copy number variations had compound heterozygous mutations [c. 2303_2313+1del12 (p.G768Vfs*77) and c.5125A>G (p.T1709A)] in STRC. It has been shown that STRC has been previously underestimated as a hearing loss gene. One additional patient is described who does not have pathogenic copy number variation but is the only affected member of his family having hearing loss with a paternally segregating translocation t(10;15)(q26.13;q21.1).
Twenty-four patients without chromosomal aberrations and the above described patient with an USH2A heterozygous deletion were subjected to a targeted hearing loss gene next generation sequencing panel consisting of either 80 or 129 hearing-relevant genes. The patient having the USH2A heterozygous deletion also disclosed a second mutation in this gene [c.2276G>T (p.C759F)]. This compound heterozygous mutation is the most likely cause of hearing loss in this patient. Nine mutations in genes conferring autosomal dominant hearing loss [ACTG1 (DFNA20/26); CCDC50 (DFNA44); EYA4 (DFNA10); GRHL2 (DFNA28); MYH14 (DFNA4A); MYO6 (DFNA22); TCF21 and twice in MYO1A (DFNA48)] and four genes causing autosomal recessive hearing loss were detected [GJB2 (DFNB1A); MYO7A (DFNB2); MYO15A (DFNB3), and USH2A]. Nine normal hearing controls were also included. Statistical significance was achieved comparing controls and patients that revealed an excess of mutations in the hearing loss patients compared to the control group. The family with the GRHL2 c.1258-1G>A mutation is only the second family published worldwide with a mutation described in this gene to date, supporting the initial claim of this gene causing DFNA28 hearing loss. Audiogram analysis of five affected family members uncovered the progressive nature of DFNA28 hearing impairment. Regression analysis predicted the annual threshold deterioration in each of the five family members with multiple audiograms available over a number of years.
Cord blood hematopoietic stem cells (CB-HSCs) are an outstanding source for the treatment of a variety of malignant and non-malignant disorders. However, the low amount of cells collected per donor is often insufficient for treatment of adult patients. In order to make sufficient numbers of CB-HSCs available for adults, expansion is required. Different approaches were described for HSC expansion, however these approaches are impeded by the loss of engrafting potential during ex vivo culture. Little is known about the underlying molecular mechanisms. Epigenetic mechanisms play essential roles in controlling stem cell potential and fate decisions and epigenetic strategies are considered for HSC expansion. Therefore, this study aimed to characterize global and local epigenotypes during the expansion of human CB-CD34+, a well established CB progenitor cell type, to better understand the molecular mechanisms leading to the culture-associated loss of engrafting potential. Human CB-CD34+ cells were cultured using 2 different cytokine cocktails: the STF cocktail containing SCF, TPO, FGF-1 and the STFIA cocktail, which combines STF with Angiopoietin-like 5 (Angptl5) and Insulin-like growth factor-binding protein 2 (IGFBP2). The latter expands CB-HSCs ex vivo. Subsequently, the NOD-scid gamma (NSG) mouse model was used to study the engraftment potential of expanded cells. Engraftment potential achieved by fresh CB-CD34+ cells was maintained when CB-CD34+ cells were expanded under STFIA but not under STF conditions. To explore global chromatin changes in freshly isolated and expanded CB-CD34+ cells, levels of the activating H3K4me3 and the repressive H3K27me3 histone marks were determined by chromatin flow cytometry and Western blot analyses. For analysis of genome-wide chromatin changes following ex vivo expansion, transcriptome profiling by microarray and chromatin immunoprecipitation combined with deep sequencing (ChIP-seq) were performed. Additionally, local chromatin transitions were monitored by ChIP analyses on promoter regions of developmental and self-renewal factors. On a global level, freshly isolated CD34+ and CD34- cells differed in H3K4me3 and H3K27me3 levels. After 7 days of expansion, CD34+ and CD34- cells adopted similar levels of active and repressive marks. Expanding the cells without IGFBP2 and Angptl5 led to a higher global H3K27me3 level. ChIP-seq analyses revealed a cytokine cocktail-dependent redistribution of H3K27me3 profiles. Chemical inhibition of the H3K27 methyltransferase EZH2 counteracted the culture-associated loss of NSG engraftment potential. Collectively, the data presented in this study revealed that by adding epigeneticly active compounds in the culture media we observed changes on a chromatin level which counteracted the loss of engraftment potential. H3K27me3 rather than H3K4me3 may be critical to establish a specific engraftment supporting transcriptional program. Furthermore, I identified a critical function for the Polycomb repressive complex 2-component EZH2 in the loss of engraftment potential during the in vitro expansion of HPSCs. Taken together this thesis provides a better molecular understanding of chromatin changes upon expansion of CB-HSPCs and opens up new perspectives for epigenetic ex vivo expansion strategies.
SPRED proteins are inhibitors of the Ras/ERK/MAPK signaling pathway, an evolutionary highly conserved and very widespread signaling cascade regulating cell proliferation, differentiation, and growth. To elucidate physiological consequences of SPRED2 deficiency, SPRED2 KO mice were generated by a gene trap approach. An initial phenotypical characterization of KO mice aged up to five months identified SPRED2 as a regulator of chondrocyte differentiation and bone growth. Here, the loss of SPRED2 leads to an augmented FGFR-dependent ERK activity, which in turn causes hypochondroplasia-like dwarfism. However, long term observations of older KO mice revealed a generally bad state of health and manifold further symptoms, including excessive grooming associated with severe self-inflicted wounds, an abnormally high water uptake, clear morphological signs of kidney deterioration, and a reduced survival due to sudden death. Based on these observations, the aim of this study was to discover an elicitor of this complex and versatile phenotype.
The observed kidney degeneration in our SPRED2 KO mice was ascribed to hydronephrosis characterized by severe kidney atrophy and apoptosis of renal tubular cells. Kidney damage prompted us to analyze drinking behavior and routine serum parameters. Despite polydipsia, which was characterized by a nearly doubled daily water uptake, the significantly elevated Na+ and Cl- levels and the resulting serum hyperosmolality could not be compensated in SPRED2 KOs. Since salt and water balance is primarily under hormonal control of aldosterone and AVP, we analyzed both hormone levels. While serum AVP was similar in WTs and KOs, even after experimental water deprivation and an extreme loss of body fluid, serum aldosterone was doubled in SPRED2 KO mice. Systematic investigation of contributing upstream hormone axes demonstrated that hyperaldosteronism developed independently of an overactivated Renin-Angiotensin system as indicated by halved serum Ang II levels in KO mice. However, aldosterone synthase expression in the adrenal gland was substantially augmented. Serum corticosterone, which is like aldosterone released from the adrenal cortex, was more than doubled in SPRED2 KOs, too. Similar to corticosterone, the production of aldosterone is at least in part under control of pituitary ACTH, which is further regulated by upstream hypothalamic CRH release. In fact, stress hormone secretion from this complete hypothalamic-pituitary-adrenal axis was upregulated because serum ACTH, the mid acting pituitary hormone, and hypothalamic CRH, the upstream hormonal inductor of HPA axis activity, were also elevated by 30% in SPRED2 KO mice. This was accompanied by an upregulated ERK activity in paraventricular nucleus-containing hypothalamic brain regions and by augmented hypothalamic CRH mRNA levels in our SPRED2 KO mice. In vitro studies using the hypothalamic cell line mHypoE-44 further demonstrated that both SPRED1 and SPRED2 were able to downregulate CRH promoter activity, CRH secretion, and Ets factor-dependent CRH transcription. This was in line with the presence of various Ets factor binding sites in the CRH promoter region, especially for Ets1.
Thus, this study shows for the first time that SPRED2-dependent inhibition of Ras/ERK/MAPK signaling by suppression of ERK activity leads to a downregulation of Ets1 factor-dependent transcription, which further results in inhibition of CRH promoter activity, CRH transcription, and CRH release from the hypothalamus. The consecutive hyperactivity of the complete HPA axis in our SPRED2 KO mice reflects an elevated endogenous stress response becoming manifest by excessive grooming behavior and self-inflicted skin lesions on the one hand; on the other hand, in combination with elevated aldosterone synthase expression, this upregulated HPA hormone release explains hyperaldosteronism and the associated salt and water imbalances. Both hyperaldosteronism and polydipsia very likely contribute further to the observed kidney damage.
Taken together, this study initially demonstrates that SPRED2 is essential for the appropriate regulation of HPA axis activity and of body homeostasis.
To further enlighten and compare consequences of SPRED2 deficiency in mice and particularly in humans, two follow-up studies investigating SPRED2 function especially in heart and brain, and a genetic screen to identify human SPRED2 loss-of-function mutations are already in progress.
The intracellular pathogen Chlamydia is the causative agent of millions of new infections per year transmitting diseases like trachoma, pelvic inflammatory disease or lymphogranuloma venereum. Undetected or recurrent infections caused by chlamydial persistence are especially likely to provoke severe pathologies. To ensure host cell survival and to facilitate long term infections Chlamydia induces anti-apoptotic pathways, mainly at the level of mitochondria, and restrains activity of pro-apoptotic proteins. Additionally, the pathogen seizes host energy, carbohydrates, amino acids, lipids and nucleotides to facilitate propagation of bacterial progeny and growth of the chlamydial inclusion.
At the beginning of this study, Chlamydia-mediated apoptosis resistance to DNA damage induced by the topoisomerase inhibitor etoposide was investigated. In the course of this, a central cellular protein crucial for etoposide-mediated apoptosis, the tumour suppressor p53, was found to be downregulated during Chlamydia infections. Subsequently, different chlamydial strains and serovars were examined and p53 downregulation was ascertained to be a general feature during Chlamydia infections of human cells. Reduction of p53 protein level was established to be mediated by the PI3K-Akt signalling pathway, activation of the E3-ubiquitin ligase HDM2 and final degradation by the proteasome. Additionally, an intriguing discrepancy between infections of human and mouse cells was detected. Both activation of the PI3K-Akt pathway as well as degradation of p53 could not be observed in Chlamydia-infected mouse cells. Recently, production of reactive oxygen species (ROS) and damage to host cell DNA was reported to occur during Chlamydia infection. Thus, degradation of p53 strongly contributes to the anti-apoptotic environment crucial for chlamydial infection.
To verify the importance of p53 degradation for chlamydial growth and development, p53 was stabilised and activated by the HDM2-inhibiting drug nutlin-3 and the DNA damage-inducing compound etoposide. Unexpectedly, chlamydial development was severely impaired and inclusion formation was defective. Completion of the chlamydial developmental cycle was prevented resulting in loss of infectivity. Intriguingly, removal of the p53 activating stimulus allowed formation of the bacterial inclusion and recovery of infectivity. A similar observation of growth recovery was made in infected cell lines deficient for p53.
As bacterial growth and inclusion formation was strongly delayed in the presence of activated p53, p53-mediated inhibitory regulation of cellular metabolism was suspected to contribute to chlamydial growth defects. To verify this, glycolytic and pentose phosphate pathways were analysed revealing the importance of a functioning PPP for chlamydial growth. In addition, increased expression of glucose-6-phosphate dehydrogenase rescued chlamydial growth inhibition induced by activated p53. The rescuing effect was even more pronounced in p53-deficient cells treated with etoposide or nutlin-3 revealing additional p53-independent aspects of Chlamydia inhibition. Removal of ROS by anti-oxidant compounds was not sufficient to rescue chlamydial infectivity. Apparently, not only the anti-oxidant capacities of the PPP but also provision of precursors for nucleotide synthesis as well as contribution to DNA repair are important for successful chlamydial growth.
Modulation of host cell signalling was previously reported for a number of pathogens. As formation of ROS and DNA damage are likely to occur during infections of intracellular bacteria, several strategies to manipulate the host and to inhibit induction of apoptosis were invented. Downregulation of the tumour suppressor p53 is a crucial point during development of Chlamydia, ensuring both host cell survival and metabolic support conducive to chlamydial growth.
In mammals, KSR1 functions as an essential scaffold that coordinates the assembly of RAF/MEK/ERK complexes and regulates intracellular signal transduction upon extracellular stimulation. Aberrant activation of the equivalent MAPK signaling pathway has been implicated in multiple human cancers and some developmental disorders. The mechanism of KSR1 regulation is highly complex and involves several phosphorylation/dephosphorylation steps. In the present study, a number of novel in vivo phosphorylation sites were detected in mKSR1 by use of mass spectrometry analysis. Among others, Tyr728 was identified as a unique regulatory residue phosphorylated by LCK, a Src kinase family member. To understand how phosphorylation of Tyr728 may regulate the function of KSR1 in signal transduction and cellular processes, structural modeling and biochemical studies were integrated in this work.
Computational modeling of the mKSR1(KD) protein structure revealed strong hydrogen bonding between phospho-Tyr728 and the residues surrounding Arg649. Remarkably, this pattern was altered when Tyr728 was non-phosphorylated or substituted. As confirmed by biochemical analysis, Arg649 may serve as a major anchor point for phospho-Tyr728 in order to stabilize internal structures of KSR1. In line with the protein modeling results, mutational studies revealed that substitution of Tyr728 by phenylalanine leads to a less compact interaction between KSR1 and MEK, a facilitated KSR1/B-RAF binding and an increased phosphorylation of MEK in complex with KSR1. From these findings it can be concluded that phospho-Tyr728 is involved in tightening the KSR1/MEK interaction interface and in regulating the phosphorylation of KSR1-bound MEK by either RAF or KSR1 kinases.
Beside the Tyr728, Ser722 was identified as a novel regulatory phosphorylation site. Amino acid exchanges at the relevant position demonstrated that Ser722 regulates KSR1-bound MEK phosphorylation without affecting KSR1/MEK binding per se. Due to its localization, Ser722 might consequently control the catalytic activity of KSR1 by interfering with the access of substrate (possibly MEK) to the active site of KSR1 kinase. Together with Ser722, phosphorylated Tyr728 may further positively affect the kinase activity of KSR1 as a consequence of its vicinity to the activation and catalytic loop in the KSR1(KD). As revealed by structural modeling, phospho-Tyr728 builds a hydrogen bond with the highly conserved Lys685. Consequently, phospho-Tyr728 has a stabilizing effect on internal structures involved in the catalytic reaction and possibly enhances the phosphate transfer within the catalytic cleft in KSR1. Considering these facts, it seems very likely that the LCK-dependent phosphorylation of Tyr728 plays a crucial role in the regulation of KSR1 catalytic activity.
Results of fractionation and morphology analyses revealed that KSR1 recruits LCK to cytoskeleton for its phosphorylation at Tyr728 suggesting that this residue may regulate cytoskeleton dynamics and, consequently, cell motility. Beside that, phosphorylation of Tyr728 is involved in the regulation of cell proliferation, as shown by a significantly reduced population doubling time of KSR1-Y728F cells compared to cells expressing wild type KSR1.
Taken together, tyrosine phosphorylation in KSR1 uncovers a new link between Src family kinases and MAPK signaling. Tyr728, the novel regulatory phosphorylation site in murine KSR1, may coordinate the transition between the scaffolding and the catalytic function of KSR1 serving as a control point used to fine-tune cellular responses.
Proteine bestehen aus einer spezifischen Sequenz verschiedener Aminosäuren, die ihre charakteristische Funktion bestimmt. Die große Variabilität an Aminosäuresequenzen ermöglichte die Evolution einer nahezu unbegrenzten Anzahl an Proteinen. Meistens nehmen diese Schlüsselpositionen ein, von robusten Baustoffen bis hin zu molekularen Maschinen. Daher kann eine Fehlfunktion gravierende Auswirkungen auf das Leben haben, z.B. Krankheiten wie Alzheimer oder Epilepsi. Um die Funktionen und Fehlfunktionen zu verstehen, ist eine umfassende Kenntnis der Proteinfaltung, der Protein-Protein Assoziation, sowie den Dynamiken innerhalb von Proteinen erforderlich. Diese Vorgänge wurden in dieser Arbeit an drei isolierten Proteindomänen durch die Anwendung der Fluoreszenzlöschmechanismen der H-Dimerbildung und des photoinduzierten Elektronentransfers untersucht.
Der entfaltete Zustand der Bindungsdomäne BBL, das Teil des 2-oxo-acid Dehydrogenasekomplexes ist, wurde unter physiologischen Bedingungen mit Zirkulardichroismus (CD) und einer Kombination aus photoinduziertem Elektronentransfer und Fluoreszenzkorrelationsspektroskopie analysiert. Beide Methoden zeigten übereinstimmend anhand von 20 in BBL einzeln eingefügten konservativen Punktmutationen, dass Seitenketteninteraktionen keine Auswirkungen auf die Sekundärstruktur des denaturierten Zustandes, den Ausgangspunkt der Faltung, haben. Mit Hilfe der Dekonvolation der CD-Spektren wurde zudem gezeigt, dass die Reststruktur im denaturierten Zustand der helikalen Proteindomäne von β-Strängen und β-Kehren dominiert wird, die eine entscheidende Funktion bei der Faltung in den nativen Zustand haben könnten.
Die N-terminale Domäne (NTD), der für die Materialforschung hochinteressanten Spinnen-seidenfaser, ist für die Polymerisation des Spinnenseidenfadens auf den pH-Wechsel von pH 7 auf pH 6 hin verantwortlich. Dieser für die Proteinfunktion wichtige Prozess wurde durch die Einbringung eines extrinsischen Fluoreszenzschalters, basierend auf der H-Dimerbildung, mit der Stopped-Flow-Technik untersucht. Es wurde gezeigt, dass die NTDs
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mit einer Rate von 3 x 10^8 M-1 s-1 assoziieren und somit nahezu das Geschwindigkeitslimit der Protein-Protein Assoziation erreicht wird. Zwei geladenen Seitenketten, der D39 und D40, kommt eine entscheidende Funktion in dem Prozess zu, da eine Mutation dieser die Assoziation verhindert. Des Weiteren wurde gezeigt, dass sich die NTD auf eine Erhöhung der Ionenstärke entgegengesetzt zu anderen Proteinen verhält: die Dissoziation wird beschleunigt, die Assoziation nicht beeinflusst. Gleiches Verhalten wurde auf den einzelnen Austausch der übrigen protonierbaren Aminosäureseitenketten hin beobachtet, ausgenommen die Mutation der E119, welche die Dissoziation verlangsamt. Daher scheint der makromolekulare Dipol, der auf Grund der Ladungsverteilung in der NTD entsteht, die Assoziation maßgeblich zu beeinflussen.
Glutamatrezeptoren sind an der schnellen synaptischen Signalweiterleitung im Nervensys-tem von Vertebraten beteiligt. Die Konformationen der Ligandenbindungsdomäne (LBD) haben dabei entscheidende Auswirkungen auf die Funktion des Gesamtrezeptors. Diese wurden mit einer Kombination aus photoinduziertem Elektronentransfer und Fluoreszenzkorrelationsspektroskopie untersucht. Mit dieser Methode wurde ein dynamisches Bild der gebundenen sowie ungebundenen Form der AMPA-spezifischen Glutamatrezeptor 2-LBD gezeigt. Es wurde zudem gezeigt, dass sich die Dynamiken in Abhängigkeit der Bindung von den Agonisten Glutamat und AMPA, dem partiellen Agonisten Kainate oder Cyclothiazid (CTZ), welches eine Dimerisierung der LBDs bewirkt, unterschiedlich verändern. Dies könnte eine Auswirkung auf die Funktion der Rezeptoren haben.
Die Anwendung der Fluoreszenzlöschmechanismen der H-Dimerbildung und des photoinduzierten Elektronentransfers in dieser Arbeit hat gezeigt, dass diese die Möglichkeit bieten, unterschiedlichste Fragestellungen zu beantworten und so Einblicke in dynamische Funktionsweisen von Proteinen eröffnen. Kombiniert mit etablierten Fluoreszenzmethoden ist es so möglich quantitativ Kinetiken auf unterschiedlichen Zeitskalen zu untersuchen.
Zentrales Ziel dieser Arbeit war es, Methoden der Mikroskopie, Bildverarbeitung und Bilderkennung für die Charakterisierungen verschiedener Phyotplankter zu nutzen, um deren Analyse zu verbessern und zu vereinfachen.
Der erste Schwerpunkt der Arbeit lag auf der Analyse von Phytoplanktongemeinschaften, die im Rahmen der Überprüfung der Süßwasserqualität als Marker dienen. Die konventionelle Analyse ist dabei sehr aufwendig, da diese noch immer vollständig von Hand durchgeführt wird und hierfür speziell ausgebildetes Personal eingesetzt werden muss. Ziel war es, ein System zur automatischen Erkennung aufzubauen, um die Analyse vereinfachen zu können. Mit Hilfe von automatischer Mikroskopie war es möglich Plankter unterschiedlicher Ausdehnung durch die Integration mehrerer Schärfeebenen besser in einem Bild aufzunehmen. Weiterhin wurden verschiedene Fluoreszenzeigenschaften in die Analyse integriert. Mit einem für ImageJ erstellten Plugin können Organismen vom Hintergrund der Aufnahmen abgetrennt und eine Vielzahl von Merkmalen berechnet werden. Über das Training von neuralen Netzen wird die Unterscheidung von verschieden Gruppen von Planktontaxa möglich. Zudem können weitere Taxa einfach in die Analyse integriert und die Erkennung erweitert werden. Die erste Analyse von Mischproben, bestehend aus 10 verschiedenen Taxa, zeigte dabei eine durchschnittliche Erkennungsrate von 94.7% und eine durchschnittliche Falsch-Positiv Rate von 5.5%. Im Vergleich mit bestehenden Systemen konnte die Erkennungsrate verbessert und die Falsch Positiv Rate deutlich gesenkt werde. Bei einer Erweiterung des Datensatzes auf 22 Taxa wurde darauf geachtet, Arten zu verwenden, die verschiedene Stadien in ihrem Wachstum durchlaufen oder höhere Ähnlichkeiten zu den bereits vorhandenen Arten aufweisen, um evtl. Schwachstellen des Systemes erkennen zu können. Hier ergab sich eine gute Erkennungsrate (86.8%), bei der der Ausschluss von nicht-planktonischen Partikeln (11.9%) weiterhin verbessert war. Der Vergleich mit weiteren Klassifikationsverfahren zeigte, dass neuronale Netze anderen Verfahren bei dieser Problemstellung überlegen sind. Ähnlich gute Klassifikationsraten konnten durch Support Vektor Maschinen erzielt werden. Allerdings waren diese bei der Unterscheidung von unbekannten Partikeln dem neuralen Netz deutlich unterlegen.
Der zweite Abschnitt stellt die Entwicklung einer einfachen Methode zur Viabilitätsanalyse von Cyanobakterien, bei der keine weitere Behandlung der Proben notwendig ist, dar. Dabei wird die rote Chlorophyll - Autofluoreszenz als Marker für lebende Zellen und eine grüne unspezifische Fluoreszenz als Marker für tote Zellen genutzt. Der Assay wurde mit dem Modellorganismus Synechocystis sp. PCC 6803 etabliert und validiert. Die Auswahl eines geeigeneten Filtersets ermöglicht es beide Signale gleichzeitig anzuregen und zu beobachten und somit direkt zwischen lebendenden und toten Zellen zu unterscheiden. Die Ergebnisse zur Etablierung des Assays konnten durch Ausplattieren, Chlorophyllbestimmung und Bestimmung des Absorbtionsspektrums bestätigt werden. Durch den Einsatz von automatisierter Mikroskopie und einem neu erstellten ImageJ Plugin wurde eine sehr genaue und schnelle Analyse der Proben möglich. Der Einsatz beim Monitoring einer mutagenisierten Kultur zur Erhöhung der Temperaturtoleranz ermöglichte genaue und zeitnahe Einblicke in den Zustand der Kultur. Weitere Ergebnisse weisen darauf hin, dass die Kombination mit Absorptionsspektren es ermöglichen können bessere Einblicke in die Vitalität der Kultur zu erhalten.
Assistierte Reproduktionstechniken (ARTs) zur Behandlung von Infertilität werden mit einer erhöhten Häufigkeit von epigenetischen Aberrationen während der Gametogenese und der frühen Embryonalentwicklung in Verbindung gebracht, speziell durch eine Beeinträchtigung von geprägten Genen. Die in vitro-Maturation (IVM) von Eizellen ist eine ART, die bereits routinemäßig zur Reproduktion von ökonomisch wertvollen Zuchttieren wie dem Hausrind (Bos taurus) eingesetzt wird. IVM-Oozyten weisen jedoch eine verringerte Entwicklungs-kompetenz zum Blastozystenstadium dar, welche möglicherweise auf eine beeinträchtigte epigenetische Regulation zurückzuführen ist.
Von allen bekannten epigenetischen Mechanismen ist die DNA-Methylierung die meist untersuchte DNA-Modifikation. In dieser Arbeit wurden zur Klärung der Frage nach den Auswirkungen der IVM auf die DNA-Methylierung geprägter als auch nicht geprägter Gene Oozyten des Hausrinds analysiert. Diese Tierart weist eine ähnliche Präimplantations-entwicklung und Tragezeit wie der Mensch auf und wird daher zunehmend als Modell zum Studium der humanen Keimzell- und Embryonalentwicklung herangezogen. Im Gegensatz zu Mensch und Maus gibt es bislang nur wenig Information über bovine geprägte Gene. Das erste Ziel der hier dargestellten Forschungsarbeiten war daher die Identifizierung und Charakterisierung der bovinen differenziell methylierten Regionen (DMRs) der drei geprägten Genorte von IGF2/H19, SNRPN und PEG3, welche mit Imprintingdefekten des Menschen und/oder im Mausmodell assoziiert werden. Die hier erstmalig erfolgte Beschreibung von mehreren intergenischen DMRs mittels Bisulfitsequenzierung und Pyrosequenzierung belegt die Existenz und evolutionäre Konservierung der IGF2/H19-Imprintingkontrollregion (ICR) beim Rind. Der geprägte Zustand der IGF2/H19-ICR sowie der bovinen Gene SNRPN und PEG3 wurde durch den Nachweis differenzieller Methylierung in plazentalen und somatischen Geweben sowie in Spermien und parthenogenetischen Embryonen bestätigt. Die beobachteten Methylierungsprofile waren typisch für genomische Prägung.
Die direkte Bisulfitsequenzierung nach vorangegangener Limiting Dilution (LD) erlaubt die Analyse von Methylierungsmustern einzelner Allele (DNA-Moleküle) von einigen wenigen oder auch nur einer einzigen Zelle (El Hajj et al., 2011). In einem ersten LD-Versuch an bovinen Oozyten wurden die drei vorab charakterisierten und geprägten Gene hinsichtlich möglicher epigenetischer Veränderungen untersucht, welche durch verschiedene IVM-Bedingungen und -Medien (TCM und mSOF) hervorgerufen werden könnten. Die Gesamtrate von Methylierungsfehlern einzelner CpG-Stellen sowie die von ganzen Allelen (Imprintingfehlern) unterschied sich nicht wesentlich zwischen den beiden IVM-Gruppen und der in vivo-Gruppe. Dieses Ergebnis weist darauf hin, dass die gängigen IVM-Protokolle keinen oder nur einen geringfügigen Einfluss auf diese entscheidenden epigenetischen Markierungen haben.
IVM-Oozyten präpuberaler Kälber weisen eine herabgesetzte Entwicklungskompetenz im Vergleich zu IVM-Oozyten aus adulten Tieren auf. Aus diesem Grund wurde in einem zweiten LD-Versuchsansatz die Promotormethylierung von drei entwicklungsrelevanten, nicht geprägten Genen (SLC2A1, PRDX1, ZAR1) nach ovarieller Stimulation mit FSH und/oder IGF1 untersucht. Sowohl ungereifte als auch in vitro-gereifte Oozyten präpuberaler und adulter Kühe zeigten eine deutliche, unbeeinträchtige Hypomethylierung der drei Genpromotoren ohne jegliche Unterschiede zwischen den verschiedenen Alterstypen der Spendertiere oder deren Behandlung. Weder das Alter, die hormonelle Stimulation noch die IVM scheinen somit einen Einfluss auf den Methylierungsstatus dieser drei Gene zu haben.
Zusammenfassend spiegelte sich die reduzierte Entwicklungsfähigkeit von IVM-Eizellen aus adulten und präpuberalen Kühen nicht in abnormalen Methylierungsmustern der untersuchten geprägten und ungeprägten Gene wider. Dies lässt auf eine generelle Stabilität der etablierten DNA-Methylierungsprofile in Oozyten schließen. Aus diesem Grund müssen andere epigenetische Mechanismen als die DNA-Methylierung wie beispielsweise ncRNAs oder Histonmodifikationen zur Reduktion der Entwicklungskompetenz von präpuberalen und IVM-Oozyten beitragen. Diese Veränderungen behindern mutmaßlich die zytoplasmatische Reifung der Eizelle, welche wiederum zu einer späteren Beeinträchtigung der Entwicklung der Zygote und des Embryos führt.
Malaria is a challenging infection with increasing and wide-spread treatment failure risk due to resistance. With a estimated death toll of 1-3 Million per year, most cases of Malaria affect children under the age of five years in Sub-Saharan Africa. In this thesis, I analyse the current status of malaria control (focussing on diagnosis and therapy) in Burkina Faso to show how this disease burdens public health in endemic countries and to identify possible approaches to improvement. MB is discussed as a therapeutic option under these circumstances.
Burkina Faso is used as a representative example for a country in Sub-Saharan Africa with high endemicity for malaria and is here portrayed, its health system characterised and discussed under socioeconomic aspects.
More than half of this country’s population live in absolute poverty. The burden that malaria, especially treatment cost, poses on these people cannot be under-estimated.
A retrospective study of case files from the university pediatric hospital in Burkina Faso’s capital, Ouagadougou, shows that the case load is huge, and especially the specific diagnosis of severe malaria is difficult to apply in the hospital’s daily routine. Treatment policy as proposed by WHO is not satisfactorily implemented neither in home treatment nor in health services, as data for pretreatment clearly show.
In the face of growing resistance in malaria parasites, pharmacological combination therapies are important. Artemisinins currently are the last resort of malaria therapy. As I show with homology models, even this golden bullet is not beyond resistance development. Inconsidered mass use has rendered other drugs virtually useless before. Artemisinins should thus be protected similar to reserve antibiotics against multi-resistant bacteria.
There is accumulating evidence that MB is an effective drug against malaria. Here the biological effects of both MB alone and in combination therapy is explored via modeling and experimental data. Several different lines of MB attack on Plasmodium redox defense were identified by analysis of the network effects. Next, CQ resistance based on Pfmdr1 and PfCRT transporters as well as SP resistance were modeled in silico. Further modeling shows that MB has a favorable synergism on antimalarial network effects with these commonly used antimalarial drugs, given their correct application.
Also from the economic point of view MB shows great potential: in terms of production price, it can be compared to CQ, which could help to diminuish the costs of malaria treatment to affordable ranges for those most affected and struk by poverty.
Malaria control is feasible, but suboptimal diagnosis and treatment are often hindering the achievment of this goal. In order to achieve malaria control, more effort has to be made to implement better adjusted and available primary treatment strategies for uncomplicated malaria that are highly standardised. Unfortunately, campaigns against malaria are chronically underfinanced. In order to maximize the effect of available funds, a cheap treatment option is most important, especially as pharmaceuticals represent the biggest single matter of expense in the fight against malaria.
This thesis explores the influence of social and environmental cues on the nest building behavior of leaf-cutting ants. Especially, the investigations are aimed at evaluating the mechanisms of nest building and how the nest environment can spatially guide building responses that lead to an adaptive nest architecture. The emergence of nest chambers in the nest of the leaf-cutting ant Acromyrmex lundi were evaluated. Rather than excavating nest chambers in advance, at places where workers encounter suitable environmental conditions for brood and fungus rearing, these items have to be present at a site. When presented in the laboratory with a choice between two otherwise identical digging sites, offering suitable environmental conditions, but one containing brood, the workers displayed a higher excavation activity at the site where they encountered the putative content of a chamber. The shape of the excavated cavity was also more round and chamber-like. It is concluded that leaf-cutting ants respond to social cues during nest building. Excavation is a costly process and colonies have to spend a part of their energy stores on nest building, so that regulatory responses for the control of nest excavation are expected to occur. Worker density at the beginning of the digging process influenced digging activity while the presence of in-nest stores did not. Stored brood and fungus did however influence the architecture of the excavated nest, leading to the excavation of larger chambers and smaller tunnels. While self-organized mechanisms appear to be involved in the nest building process, the social cues of the ants’ environment during building clearly influence the nest architecture and lead to an adjustment of the nest size to the current space needs of the colony. Workers secondarily regulated nest size by the opportunistic refilling of unused space with excavated soil pellets. As the ants should provide suitable conditions for brood and fungus rearing, they should show a behavioral response to CO2 concentrations, as the gas is known to hinder fungus respiration. Workers of A. lundi did indeed avoid high CO2-levels for fungus rearing but actually preferred CO2-values in the range encountered close to the soil surface, where this species excavates their nests. However, different CO2-levels did not affect their excavation behavior. While fungus chambers make up part of a leaf-cutting ant nest, most leaf-cutting ants of the genus Atta also spent part of the colony’s energy on excavating large, voluminous chambers for waste disposal, rather than scattering the material aboveground. It is expected that leaf-cutting ants also show environmental preferences for waste management. In experiments Atta laevigata workers preferred deposition in a warm and dry environment and showed no preference for specific CO2-levels. The continued accumulation of waste particles in a waste chamber seems to be based on the use of volatiles. These originate from the waste itself, and seem to be used as an orientation cue by workers relocating the material. The ensuing large accumulation of waste at one site should result in the emergence of more voluminous chambers for waste disposal.
Organisms use different resources in different habitat types during their life cycle. Thereby, they connect habitats and provide ecosystem services or disservices in several habitat types. In agricultural landscapes, the spillover of organisms, i.e. movement of an organism and its function from one habitat to another, especially from semi-natural to managed habitats, is one of the most important processes that influence population dynamics and community composition. Importantly, spillover connects habitats not only spatially, but also on different temporal scales, because availability of resources changes over time in agricultural landscapes, e.g. by mass-flowering events of crops, harvesting or crop rotation. Most often, semi-natural habitats are seen as beneficial source of organisms, but also managed habitats can provide valuable resources, and thereby initiate spillover to other habitats. Mass-flowering crops, like oil-seed rape, are such valuable feeding resources for pollinators, and pollinators might spillover from oil-seed rape to other habitats which provide alternative foraging resources. The focus of this dissertation was to evaluate the influence of oil-seed rape on pollinators in agricultural landscapes by studying effects (1) on different temporal scales (from effects during the flowering period of oil-seed rape, Chapter II & IV, to intermediate effects on a second mass-flowering crop, Chapter III, to spillover effects to the flowering period in the next year, Chapter IV), (2) semi-natural (Chapter II) and crop (Chapter III, IV) habitats, and (3) on various pollinator groups which differ in their life cycle (Chapter II, III, IV).
In this dissertation effects from oil-seed rape on all temporal scales – in the short term during mass-flowering and in the long term on a late-flowering crop and even in the next year on oil-seed rape fields ─ were found. These effects might be important for crop and wild plant pollination, and pollinator conservation. Importantly, the effects on different temporal scales depend on the considered habitat (managed or different semi-natural habitats) and on the investigated pollinator group. The more pollinators match the flowering period of oil-seed rape in their activity period and the more dependent they are on flowering resources in their life cycle, the more pronounced are their responses. Effects were found for wild bees, but not for hoverflies and honey bees. Moreover, the availability of semi-natural habitats in the landscape is important and may modulate effects from oil-seed rape. The longevity of effects of oil-seed rape shows the importance of including several temporal scales into ecosystem-service studies, not only for pollinators, but also for other ecosystem-service providing species groups.