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Background
- Brain-Computer Interfaces (BCI) enable their users to interact and communicate with the environment without requiring intact muscle control. To this end, brain activity is directly measured, digitized and interpreted by the computer. Thus, BCIs may be a valuable tool to assist severely or even completely paralysed patients. Many BCIs, however, rely on neurophysiological potentials evoked by visual stimulation, which can result in usability issues among patients with impaired vision or gaze control. Because of this, several non-visual BCI paradigms have been developed. Most notably, a recent study revealed promising results from a tactile BCI for wheelchair control. In this multi-session approach, healthy participants used the BCI to navigate a simulated wheelchair through a virtual apartment, which revealed not only that the BCI could be operated highly efficiently, but also that it could be trained over five sessions. The present thesis continues the research on this paradigm in order to - confirm its previously reported high performance levels and trainability - reveal the underlying factors responsible for observed performance increases - establish its feasibility among potential impaired end-users
Methods
- To approach these goals, three studies were conducted with both healthy participants and patients with amyotrophic lateral sclerosis (ALS). Brain activity during BCI operation was recorded via electroencephalography (EEG) and interpreted using a machine learning-based linear classifier. Wheelchair navigation was executed according to the classification results and visualized on a monitor. For offline statistical analysis, neurophysiological features were extracted from EEG data. Subjective data on usability were collected from all participants. Two specialized experiments were conducted to identify factors for training.
Results and Discussion
- Healthy participants: Results revealed positive effects of training on BCI performances and their underlying neurophysiological potentials. The paradigm was confirmed to be feasible and (for a non-visual BCI) highly efficient for most participants. However, some had to be excluded from analysis of the training effects because they could not achieve meaningful BCI control. Increased somatosensory sensitivity was identified as a possible mediator for training-related performance improvements. Participants with ALS: Out of seven patients with various stages of ALS, five could operate the BCI with accuracies significantly above chance level. Another ALS patient in a state of near-complete paralysis trained with the BCI for several months. Although no effects of training were observed, he was consistently able to operate the system above chance level. Subjective data regarding workload, satisfaction and other parameters were reported.
Significance
- The tactile BCI was evaluated on the example of wheelchair control. In the future, it could help impaired patients to regain some lost mobility and self-sufficiency. Further, it has the potential to be adapted to other purposes, including communication. Once visual BCIs and other assistive technologies fail for patients with (progressive) motor impairments, vision-independent paradigms such as the tactile BCI may be among the last remaining alternatives to interact with the environment. The present thesis has strongly confirmed the general feasibility of the tactile paradigm for healthy participants and provides first clues about the underlying factors of training. More importantly, the BCI was established among potential end-users with ALS, providing essential external validity.
Funktionelle Charakterisierung des Ras family small GTP binding protein RAL im Multiplen Myelom
(2020)
Die monoklonale Proliferation maligner Plasmazellen im Knochenmark ist charakteristisch für das multiple Myelom (MM) und kann bei Erkrankten zu Störungen in der Hämatopoese sowie zu Knochenläsionen und Niereninsuffizienz führen. Die Weiterentwicklung und der Einsatz neuer Therapieoptionen konnten das Überleben von MM-Patienten zwar erheblich verbessern, jedoch gilt diese Krankheit weiterhin als unheilbar. Onkogene Mutationen und das Knochenmarkmikromilieu führen in MM-Zellen zur Entstehung eines onkogenen Signalnetzwerks, das das Wachstum und Überleben der Zellen aufrechterhält. Mutationen der GTPase RAS treten bei bis zu 50 % der MM-Patienten auf und tragen zum Überleben von MM-Zellen bei. Trotz der Häufigkeit und Bedeutsamkeit von onkogenem RAS, auch in anderen Tumorentitäten, ist die GTPase nach wie vor therapeutisch nicht angreifbar. Die GTPase RAL aus der Familie der RAS-GTPasen wird als Downstream-Effektor von RAS angesehen, der damit ebenfalls zur Aufrechterhaltung des Tumorzellüberlebens beitragen könnte. In einigen Tumorentitäten konnte bisher gezeigt werden, dass eine Überexpression von RAL in den Tumorzellen vorliegt und die Proliferation und Apoptose von Tumorzellen durch RAL beeinflusst wird. Daher stellte sich die Frage, ob RAL im MM ebenfalls das Überleben von Tumorzellen beeinflusst und ob eine direkte Verbindung zwischen onkogenem RAS und RAL besteht.
In dieser Arbeit wurde die funktionelle Rolle von RAL sowie dessen Zusammenhang mit onkogenem RAS im MM untersucht. Hierbei konnte eine Überexpression von RAL in MM-Zellen im Vergleich zu MGUS oder normalen Plasmazellen beobachtet werden. In Knockdown-Analysen wurde gezeigt, dass RAL überlebensnotwendig für MM-Zellen ist. Dabei wurde in Western Blot-Analysen festgestellt, dass diese Überlebenseffekte unabhängig von MAPK/ERK-Signaling vermittelt werden. Es konnte teilweise jedoch eine Abhängigkeit von der AKT-Aktivität beobachtet werden. Da RAL-Knockdown Einfluss auf das Überleben von MM-Zellen hat, wurde eine pharmakologische Inhibition von RAL durch den Inhibitor RBC8 untersucht. RBC8 zeigte in höheren Dosen nur bei einem Teil der MM-Zelllinien eine Wirkung auf das Zellüberleben sowie auf die RAL-Aktivierung. Die Weiterentwicklung potenter RAL-Inhibitoren ist daher für eine klinische Translation einer RAL-Inhibition von großer Bedeutung. Zur Untersuchung des Zusammenhangs zwischen onkogenem RAS und der RAL-Aktivierung wurden RAL-Pulldown-Analysen nach Knockdown von onkogenem RAS durchgeführt. In diesen Experimenten wurde keine Abhängigkeit der RAL-Aktivierung von onkogenem RAS festgestellt. Darüber hinaus zeigten Genexpressionsanalysen nach RAS- bzw. RAL-Knockdown unterschiedliche Genexpressionsprofile. In Massenspektrometrie-Analysen wurden mögliche Effektoren, die mit RAL an der Beeinflussung des Zellüberlebens beteiligt sein könnten, untersucht. Hierbei wurden die Komponenten des Exozyst-Komplexes EXO84 und SEC5 als Interaktionspartner von RAL identifiziert. Nachdem gezeigt wurde, dass RAL ausschlaggebend für das Überleben von MM-Zellen ist, wurde eine Kombination von RAL-Knockdown mit klinisch relevanten Wirkstoffen analysiert. Diese zeigte bei der Kombination mit PI3K oder AKT-Inhibitoren verstärkte Effekte auf das Zellüberleben der MM-Zellen.
Zusammenfassend wurde die Bedeutung von RAL für das Überleben von Tumorzellen im MM gezeigt und RAL als potentielles therapeutisches Target im MM beschrieben, welches unabhängig von onkogenem RAS reguliert wird.
My dissertation comprises three studies: (1) an assessment of honey bee colony losses in the USA between 2014 and 2015, (2) an exploration of the potential of reclaimed sand mines as bee habitat, and (3) an evaluation of native and non-native pollinator friendly plants in regard to their attraction to bees. While the first study focuses on honey bees, the latter two studies primarily take wild bees or entire bee communities in focus.
The study on honey bee colony losses was conducted within the framework of the Bee Informed Partnership (BIP, beeinformed.org) and aligns with the annual colony loss surveys which have been conducted in the USA since the winter of 2006/2007. It was the fourth year for which summer and annual losses were calculated in addition to winter losses. Among participants, backyard beekeepers were the largest group (n = 5690), although sideline (n = 169) and commercial (n = 78) beekeepers managed the majority (91.7 %) of the 414 267 surveyed colonies. Overall, 15.1 % of the estimated 2.74 million managed colonies in the USA were included in the study. Total honey bee colony losses (based on the entirety of included colonies) were higher in summer (25.3 %) than in winter (22.3 %) and amounted to 40.6 % for the entire 2014/2015 beekeeping year. Average colony losses per beekeeper or operation were higher in winter (43.7 %) than in summer (14.7 %) and amounted to 49 % for the entire 2014/2015 beekeeping year. Due to the dominance of backyard beekeepers among participants, average losses per operation (or unweighted loss) stronger reflected this smaller type of beekeeper. Backyard beekeepers mainly named colony management issues (e.g., starvation, weak colony in the fall) as causes for mortality, while sideline and commercial beekeepers stronger emphasized parasites or factors outside their control (e.g., varroa, nosema, queen failure).
The second study took place at reclaimed sand mines. Sand mines represent anthropogenically impacted habitats found worldwide, which bear potential for bee conservation. Although floral resources can be limited at these habitats, vegetation free patches of open sandy soils and embankments may offer good nesting possibilities for sand restricted and other bees. We compared bee communities as found in three reclaimed sand mines and at adjacent roadside meadows in Maryland, USA, over two years. Both sand mines and roadsides hosted diverse bee communities with 111 and 88 bee species, respectively. Bee abundances as well as richness and Shannon diversity of bee species were higher in sand mines than at roadsides and negatively correlated with the percentage of vegetational ground cover. Species composition also differed significantly between habitats. Sand mines hosted a higher proportion of ground nesters, more uncommon and more ‘sand loving’ bees similar to natural sandy areas of Maryland. Despite the destruction of the original pre-mining habitat, sand mines thus appear to represent a unique habitat for wild bees, particularly when natural vegetation and open sand spots are encouraged. Considering habitat loss, the lack of natural disturbance regimes, and ongoing declines of wild bees, sand mines could add promising opportunities for bee conservation which has hitherto mainly focused on agricultural and urban habitats.
The third study was an experimental field study on pollinator friendly plants. Bees rely on the pollen and nectar of plants as their food source. Therefore, pollinator friendly plantings are often used for habitat enhancements in bee conservation. Non-native pollinator friendly plants may aid in bee conservation efforts, but have not been tested and compared with native pollinator friendly plants in a common garden experiment. In this study, we seeded mixes of 20 native and 20 non-native pollinator friendly plants in two separate plots at three sites in Maryland, USA. For two years, we recorded flower visitors to the plants throughout the blooming period and additionally sampled bees with pan traps. A total of 3744 bees (120 species) were sampled in the study. Of these, 1708 bees (72 species) were hand netted directly from flowers for comparisons between native and non-native plants. Depending on the season, bee abundance and species richness was either similar or lower (early season and for richness also late season) at native plots compared to non-native plots. Additionally, the overall bee community composition differed significantly between native and non-native plots. Furthermore, native plants were associated with more specialized plant-bee visitation networks compared to non-native plants. In general, visitation networks were more specialized in the early season than the later seasons. Four species (Bombus impatiens, Halictus poeyi/ligatus, Lasioglossum pilosum, and Xylocopa virginica) out of the five most abundant bee species (also including Apis mellifera) foraged more specialized on native than non-native plants. Our study showed that non-native plants were well accepted by a diverse bee community and had a similar to higher attraction for bees compared to native plants. However, we also demonstrated alterations in foraging behavior, bee community assemblage, and visitation networks. As long as used with caution, non-native plants can be a useful addition to native pollinator friendly plantings. This study gives a first example of a direct comparison between native and non-native pollinator friendly plants.
Angesichts des dramatischen, weltweiten Anstiegs der Prävalenz von Demenzerkrankungen und der aktuellen, unzureichenden Therapieansätze ist die Bereitstellung neuer, wirkungsvoller Behandlungsoptionen von größter Bedeutung. Technologische, pharmakologische und verhaltensbasierte Verfahren des Memory Enhancement könnten zur Lösung dieses Problems beitragen: Hierzu zählt die Stammzelltransplantation, die in mehreren Tierstudien zu einer Verbesserung der Gedächtnisfunktion führte. Zudem wird seit Längerem an einer Impfung gegen die Alzheimer-Krankheit mittels β-Amyloid-Antikörpern geforscht. Ein weiterer therapeutischer Ansatz für die Alzheimer-Krankheit besteht in der optogenetischen Stimulation spezifischer hippocampaler Engramm-Zellen, durch die bei einem Maus-Modell verloren gegangene Erinnerungen wiederhergestellt werden konnten. Unkonventionelle Pharmazeutika wie Erythropoetin führten in Tierstudien und bei Patienten mit neuropsychiatrischen Erkrankungen zu einer Verbesserung der kognitiven Fähigkeiten und des Gedächtnisses. Eine Modifikation der Ernährung und der Einsatz von Pro- und Präbiotika beeinflussen das Gedächtnis über eine Manipulation der Darm-Hirn-Achse. Verhaltensbasierte Maßnahmen wie körperliche Aktivität und der Einsatz von Mnemotechniken stellen effektive Ansätze des Memory Enhancement dar, welche bereits heute von gesunden Individuen implementiert werden können. Für die Anwendung von Augmented Reality (AR) konnten kognitionsfördernde Wirkungen beim Lernen neuroanatomischer Themen und dem Zusammenbau von Objekten nachgewiesen werden. Besonders vielversprechend stellt sich die Entwicklung einer Gedächtnisprothese dar, durch die vergessene Informationen bei Personen mit stattgehabtem Schädel-Hirn-Trauma und apoplektischem Insult reaktiviert werden könnten. Memory Enhancement ist prinzipiell bereits heute bei gesunden und kranken Individuen anwendbar und verspricht wirksame zukünftige Präventions- und Therapieoptionen. Ein realer Einsatz in der klinischen Praxis ist in naher Zukunft jedoch noch nicht zu erwarten.
Humans tend to believe in what they can see with their own eyes. Hence, visualization methods like microscopy have always been extremely popular since their invention in the 17th century. With the advent of super-resolution microscopy, the diffraction limit of ~200 - 250 nm could be overcome to enable more detailed insights into biological samples. Especially the single molecule localization microscopy method dSTORM offers the possibility of quantitative bioimaging. Hereby, the repetitive photoswitching of organic dyes in the presence of thiols is exploited to enable a lateral resolution of 20 nm. Another, recently introduced super-resolution method is expansion microscopy (ExM) which physically expands the sample to increase the resolution by the expansion factor from four to even twenty. To enable this, the sample is embedded into a hydrogel, homogenized using an unspecific proteinase and expanded in distilled water. Within this thesis, both methods were used to shed light on plasma membrane receptor distributions and different bacterial and fungal pathogens. In the first part of this thesis dSTORM was used to elucidate the “Receptome”, the entirety of all membrane receptors, of the cell line Jurkat T-cells and primary T-cells. Within this project we could successfully visualize and quantify the distribution of the plasma membrane receptors CD2, CD3, CD4, CD5, CD7, CD11a, CD20, CD28, CD45, CD69 and CD105 with receptor densities ranging from 0.8 cluster/µm² in case of CD20 and 81.4 cluster/µm² for the highly abundant CD45 in activated primary T-cells at the basal membrane. Hereby, we could also demonstrate a homogeneous distribution of most receptors, while only few were clustered. In the case of CD3-clusters were detected in Jurkat T-cells and in primary activated T-cells, but not in naïve ones, demonstrating the activation of this receptor. This was followed by the application of dSTORM to three different clinical projects involving the receptors CD38, BCMA and CD20 which are immunotherapeutic targets by monoclonal antibodies and CAR T-cells. In the first two projects dSTORM was applied to determine the receptor upregulation upon exposure of various drugs to MM1.S cells or primary multiple myeloma patient cells. This increase in membrane receptor expression can subsequently enhance the efficacy of therapies directed against these receptors. Within the CD20-project, the superior sensitivity of dSTORM compared to flow cytometry could be demonstrated. Hereby, a substantially higher fraction of CD20-positive patient cells was detected by dSTORM than by flow cytometry. In addition, we could show that by dSTORM CD20-positive evaluated cells were eradicated by immunotherapeutic CAR T-cell treatment. These studies were followed by whole cell super-resolution imaging using both LLS-3D dSTORM and 10x ExM to exclude any artifacts caused by interactions with the glass surface. In 10x ExM signal amplification via biotinylated primary antibodies and streptavidin ATTO 643 was essential to detect even single antibodies directed against the heterodimer CD11a with standard confocal microscopes. Albeit probably not quantitative due to the process of gelation, digestion and expansion during the ExM protocol, even some putative dimers of the receptor CD2 could be visualized using 10x ExM-SIM, similar to dSTORM experiments. Within the second part of this thesis, expansion microscopy was established in bacterial and fungal pathogens. ExM enabled not only an isotropic fourfold expansion of Chlamydia trachomatis, but also allowed the discrimination between the two developmental forms by the chlamydial size after expansion into reticulate and elementary bodies. Hereafter, a new α-NH2-ω-N3-C6-ceramide was introduced enabling an efficient fixation and for the first time the use of lipids in both, 4x and 10x ExM, termed sphingolipid ExM. This compound was used to investigate the ceramide uptake and incorporation into the cell membrane of Chlamydia trachomatis and Simkania negevensis. For Chlamydia trachomatis the combined resolution power of 10x ExM and SIM even allowed the visualization of both bacterial membranes within a distance of ~30 nm. Finally, ExM was applied to the three different fungi Ustilago maydis, Fusarium oxysporum and Aspergillus fumigatus after enzymatic removal of the fungal cell wall. In case of Ustilago maydis sporidia this digestion could be applied to both, living cells resulting in protoplasts and to fixed cells, preserving the fungal morphology. This new protocol could be demonstrated for immunostainings and fluorescent proteins of the three different fungi.
Erstellung eines genregulatorischen Netzwerkes zur Simulation der Entstehung von Zahnhartsubstanz
(2020)
In dieser Dissertation beschreibt der Autor die Erstellung eines grundlegenden bioinformatischen Modelles der menschlichen Zahnschmelzreifung. Mithilfe der KEGG Pathway-Datenbank wurde ein genregulatorisches Netzwerk (GRN) erstellt, welches maßgeblich auf den Signaltransduktionswegen Apoptose, Zellzyklus, Hedgehog-Signalweg, MAP-Kinase-Weg, mTOR-Signalweg Notch-Signalweg Signalweg, TGF-β-Signalweg und Wnt-Signalweg basiert. Im Weiteren wurde dieses Netzwerk durch zahlreiche verifizierte Wechselwirkungen erweitert und die zahnspezifischen Gene AMELX, AMELY, AMBN, ENAM und DSPP implementiert. In der anschließenden Simulation des Netzwerks mit dem Simulations-Tool Jimena konnten sechs stabile Zustände identifiziert werden. Diese wurden genauer untersucht und den Erkenntnissen eines GEO-Datensatzes gegenübergestellt. Langfristiges Ziel ist es, durch konsequente Optimierung des bioinformatischen Netzwerks Rückschlüsse auf die Odontogenese des Menschen zu ziehen.
The eukaryotic parasite Trypanosoma brucei has evolved sophisticated strategies to persist within its mammalian host. Trypanosomes evade the hosts' immune system by antigenic variation of their surface coat, consisting of variant surface glycoproteins (VSGs). Out of a repertoire of thousands of VSG genes, only one is expressed at any given time from one of the 15 telomeric expression sites (ES). The VSG is stochastically exchanged either by a transcriptional switch of the active ES (in situ switch) or by a recombinational exchange of the VSG within the active ES. However, for infections to persist, the parasite burden has to be limited. The slender (sl) bloodstream form secretes the stumpy induction factor (SIF), which accumulates with rising parasitemia. SIF induces the irreversible developmental transition from the proliferative sl to the cell cycle-arrested but fly-infective stumpy (st) stage once a concentration threshold is reached. Thus, antigenic variation and st development ensure persistent infections and transmissibility. A previous study in monomorphic cells indicated that the attenuation of the active ES could be relevant for the development of trypanosomes. The present thesis investigated this hypothesis using the inducible overexpression of an ectopic VSG in pleomorphic trypanosomes, which possess full developmental competence. These studies revealed a surprising phenotypic plasticity: while the endogenous VSG was always down-regulated upon induction, the ESactivity determined whether the VSG overexpressors arrested in growth or kept proliferating. Full ES-attenuation induced the differentiation of bona fide st parasites independent of the cell density and thus represents the sole natural SIF-independent differentiation trigger to date. A milder decrease of the ES-activity did not induce phenotypic changes, but appeared to prime the parasites for SIF-induced differentiation. These results demonstrate that antigenic variation and development are linked and indicated that the ES and the VSG are independently regulated. Therefore, I investigated in the second part of my thesis how ES-attenuation and VSG-silencing can be mediated. Integration of reporters with a functional or defective VSG 3'UTR into different genomic loci showed that the maintenance of the active state of the ES depends on a conserved motif within the VSG 3'UTR. In situ switching was only triggered when the telomere-proximal motif was partially deleted, suggesting that it serves as a DNA-binding motif for a telomere-associated protein. The VSG levels seem to be additionally regulated in trans based on the VSG 3'UTR independent of the genomic context, which was reinforced by the regulation of a constitutively expressed reporter with VSG 3' UTR upon ectopic VSG overexpression.
In der vorliegenden Dissertationsarbeit wurden die kardialen Effekte des C-Typ natriuretischen Peptids (CNP) an wildtypischen Mäusen (Studie 1) und an einem neuen genetischen Mausmodell, mit einer Kardiomyozyten-spezifischen Deletion des Guanylyl-Cyclase B (GC-B) Rezeptors (Studie 2) untersucht.
In Studie 1 wurden die Wirkungen von exogenem, synthetischem CNP auf eine durch Druckbelastung-induzierte Herzinsuffizienz in wildtypischen Mäusen (C57Bl6 Hintergrund) untersucht. Dafür wurde CNP parallel zu einer operativen transversen Aortenkonstriktion (TAC) über osmotische Minipumpen in einer Dosierung von 50 ng/kg/min über 14 Tage appliziert. Die 14 Tage TAC führten zu einer ausgeprägten Linksherzhypertrophie. Diese wurde durch exogenes CNP auf zellulärer (verringerte Kardiomyozytenflächen) und molekularer (verringerte BNP mRNA Expression) Ebene signifikant gehemmt. Auch die durch TAC-induzierte linksventrikuläre Dilatation wurde durch exogenes CNP fast vollständig verhindert. Diese kardialen protektiven Effekte von CNP traten ohne eine wesentliche Veränderung des arteriellen Blutdrucks auf. Mögliche mechanistische Ursachen für die schützende Wirkung von CNP könnte die PKG-abhängige Phosphorylierung des sarkomerischen Proteins Titin sein. Eine gesteigerte Phosphorylierung von Titin an der elastischen N2B-Domäne verringert die Steifigkeit der Kardiomyozyten und verbessert somit deren Relaxationsfähigkeit (Hudson 2011). Die erhöhten linksventrikulären Volumina nach TAC (end-diastolische und end-systolische Volumina) wurden möglicherweise durch eine erhöhte Steifigkeit der Kardiomyozyten provoziert. Dies könnte durch den akuten IL-6 mRNA Anstieg nach TAC begünstigt werden, da Kruger et al. einen Zusammenhang zwischen passiver Steifigkeit der Kardiomyozyten und IL-6-Expression postulierten (Kotter 2016, Kruger 2009). Diese Veränderungen wurden durch exogenes CNP verhindert. Es ist wahrscheinlich, dass die CNP-induzierte Phosphorylierung von Titin an Serin 4080 in die Relaxationsfähigkeit der Kardiomyozyten und somit die diastolische Funktion des linken Ventrikels verbesserte.
Aufgrund dieser Beobachtungen wurde in Studie 2 untersucht, ob auch endogenes CNP als parakrines Hormon im Herzen eine TAC-induzierte Herzhypertrophie und die kontraktile Funktion von Kardiomyozyten bei einer hypertensiven Herzerkrankung beeinflussen kann. Dafür wurde ein neues genetisches Mausmodell mit einer Kardiomyozyten-spezifischen Deletion des GC-B Rezeptors generiert (CM GC-B KO). Da vorangegangene Studien in unserer Arbeitsgruppe zeigten, dass die basale CNP-Expression im Herzen sehr gering ist, nach 3-tägiger TAC aber akut ansteigt und nach 14-tägiger TAC wieder abfällt, haben wir CM GC-B KO Mäuse und deren Geschwister-Kontrolltiere an beiden Zeitpunkten nach TAC untersucht. Die TAC führte Genotyp-unabhängig zu einem Anstieg der kardialen Nachlast nach 3 Tagen und weiter nach 14 Tagen. Diese Druckbelastung provozierte eine progressive, signifikante Linksherzhypertrophie.
Allerdings reagierten die CM GC-B KO Mäuse im Vergleich zu den Kontrolltieren bereits nach 3-tägiger TAC mit einer ausgeprägten Kardiomyozyten-Hypertrophie. Zudem beobachteten wir nach 3-tägiger TAC in den Knockout-Mäusen eine Abnahme der Ejektionsfraktion und gleichzeitig eine signifikante Zunahme der beiden linksventrikulären Volumina (end-diastolische und end-systolische Volumen). Diese frühe linksventrikuläre Dilatation wurde in den Kontrolltieren nicht beobachtet. Daraus schlussfolgerten wir, dass endogenes kardiales CNP, dessen Expression zu frühen Zeitpunkten nach Druckbelastung ansteigt, das Herz vor kontraktiler Dysfunktion und Dilatation schützen kann. Um mögliche Mechanismen für die protektive Wirkung von endogenem CNP zu erklären, untersuchten wir die IL-6 mRNA Expression sowie die Titin-Phosphorylierung im Herzen. Der akute Anstieg der IL-6 mRNA Expression nach 3-tägiger TAC in den CM GC-B KO Mäusen korreliert mit der verminderten Phosphorylierung von Titin an der PGK-spezifischen Phosphorylierungsstelle (Serin 4080). Somit könnte der CNP/GC-B/cGMP-Signalweg zu einer Inhibition pro-inflammatorischer Gene beitragen, da der akute IL-6 mRNA Anstieg in den Kontrollen nicht beobachtet wurde. Auch die gesteigerte NOX4 Expression 3 Tage nach TAC, könnte zu der frühen dilatativen Kardiomyopathie in den Knockout-Mäusen beigetragen haben. Die verringerte STAT3 Aktivierung in den CM GC-B KO Mäusen würde laut Literatur zu vermehrter Apoptose führen, indem pro-apoptotische Gene wie Bcl oder Bax vermehrt transkribiert werden. Auch die erhöhte Cxcl-1 mRNA Expression in den Knockout-Mäusen deutet zusammen mit dem IL-6 Anstieg auf vermehrte Entzündungsreaktionen 3 Tage nach TAC hin. Zusammengenommen deuten die Ergebnisse dieser Dissertationsarbeit darauf hin, dass der CNP/GC-B/cGMP-Signalweg in frühen Stadien einer erhöhten kardialen Druckbelastung und der Entstehung einer dilatativen Kardiomyopathie entgegenwirken kann. Die Phosphorylierung des sarkomerischen Proteins Titin und die Hemmung der Expression pro-inflammatorischer Zytokine (speziell IL-6) könnten zu diesem protektiven Effekt beitragen.
Chlamydia infect millions worldwide and cause infertility and blinding trachoma. Chlamydia trachomatis (C. trachomatis) is an obligate intracellular gram-negative pathogen with a significantly reduced genome. This bacterium shares a unique biphasic lifecycle in which it alternates between the infectious, metabolically inert elementary bodies (EB) and the non-infections, metabolically active replicative reticular bodies (RB).
One of the challenges of working with Chlamydia is its difficult genetic accessibility. In the present work, the high-throughput method TagRNA-seq was used to differentially label transcriptional start sites (TSS) and processing sites (PSS) to gain new insights into the transcriptional landscape of C. trachomatis in a coverage that has never been achieved before. Altogether, 679 TSSs and 1067 PSSs were detected indicating its high transcriptional activity and the need for transcriptional regulation. Furthermore, the analysis of the data revealed potentially new non-coding ribonucleic acids (ncRNA) and a map of transcriptional processing events. Using the upstream sequences, the previously identified σ66 binding motif was detected.
In addition, Grad-seq for C. trachomatis was established to obtain a global interactome of the RNAs and proteins of this intracellular organism. The Grad-Seq data suggest that many of the newly annotated RNAs from the TagRNA-seq approach are present in complexes. Although Chlamydia lack the known RNA-binding proteins (RBPs), e.g. Hfq and ProQ, observations in this work reveal the presence of a previously unknown RBP.
Interestingly, in the gradient analysis it was found that the σ66 factor forms a complex with the RNA polymerase (RNAP). On the other hand, the σ28 factor is unbound. This is in line with results from previous studies showing that most of the genes are under control of σ66. The ncRNA IhtA is known to function via direct base pairing to its target RNA of HctB, and by doing so is influencing the chromatin condensation in Chlamydia. This study confirmed that lhtA is in no complex. On the other hand, the ncRNA ctrR0332 was found to interact with the SNF2 protein ctl0077, a putative helicase. Both molecules co-sedimented in the gradient and were intact after an aptamer-based RNA pull-down. The SWI2/SNF2 class of proteins are nucleosome remodeling complexes. The prokaryotic RapA from E. coli functions as transcription regulator by stimulating the RNAP recycling. This view might imply that the small ncRNA (sRNA) ctrR0332 is part of the global regulation network in C. trachomatis controlling the transition between EBs and RBs via interaction with the SNF2 protein ctl0077.
The present work is the first study describing a global interactome of RNAs and proteins in C. trachomatis providing the basis for future interaction studies in the field of this pathogen.
Development of the central nervous system in Drosophila melanogaster relies on neural stem cells called neuroblasts. Neuroblasts divide asymmetrically to give rise to a new neuroblast as well as a small daughter cell which eventually generates neurons or glia cells. Between each division, neuroblasts have to re-grow to be able to divide again. In previous studies, it was shown that neuroblast proliferation, cell size and the number of progeny cells is negatively affected in larvae carrying a P-element induced disruption of the gene mushroom body miniature (mbm). This mbm null mutation called mbmSH1819 is homozygously lethal during pupation. It was furthermore shown that the nucleolar protein Mbm plays a role in the processing of ribosomal RNA (rRNA) as well as the translocation of ribosomal protein S6 (RpS6) in neuroblasts and that it is a transcriptional target of Myc. Therefore, it was suggested that Mbm might regulate neuroblast proliferation through a role in ribosome biogenesis.
In the present study, it was attempted to further elucidate these proposed roles of Mbm and to identify the protein domains that are important for those functions. Mbm contains an arginine/glycine rich region in which a di-RG as well as a di-RGG motif could be found. Together, these two motifs were defined as Mbm’s RGG-box. RGG-boxes can be found in many proteins of different families and they can either promote or inhibit protein-RNA as well as protein-protein interactions. Therefore, Mbm’s RGG-box is a likely candidate for a domain involved in rRNA binding and RpS6 translocation. It could be shown by deletion of the RGG-box, that MbmdRGG is unable to fully rescue survivability and neuroblast cell size defects of the null mutation mbmSH1819. Furthermore, Mbm does indeed rely on its RGG-box for the binding of rRNA in vitro and in mbmdRGG as well as mbmSH1819 mutants RpS6 is partially delocalized. Mbm itself also seems to depend on the RGG-box for correct localization since MbmdRGG is partially delocalized to the nucleus. Interestingly, protein synthesis rates are increased in mbmdRGG mutants, possibly induced by an increase in TOR expression. Therefore, Mbm might possess a promoting function in TOR signaling in certain conditions, which is regulated by its RGG-box. Moreover, RGG-boxes often rely on methylation by protein arginine methyltransferases (in Drosophila: Darts – Drosophila arginine methyltransferases) to fulfill their functions. Mbm might be symmetrically dimethylated within its RGG-box, but the results are very equivocal. In any case, Dart1 and Dart5 do not seem to be capable of Mbm methylation.
Additionally, Mbm contains two C2HC type zinc-finger motifs, which could be involved in rRNA binding. In an earlier study, it was shown that the mutation of the zinc-fingers, mbmZnF, does not lead to changes in neuroblast cell size, but that MbmZnF is delocalized to the cytoplasm. In the present study, mbmZnF mutants were included in most experiments. The results, however, are puzzling since mbmZnF mutant larvae exhibit an even lower viability than the mbm null mutants and MbmZnF shows stronger binding to rRNA than wild-type Mbm. This suggests an unspecific interaction of MbmZnF with either another protein, DNA or RNA, possibly leading to a dominant negative effect by disturbing other interaction partners. Therefore, it is difficult to draw conclusions about the zinc-fingers’ functions.
In summary, this study provides further evidence that Mbm is involved in neuroblast proliferation as well as the regulation of ribosome biogenesis and that Mbm relies on its RGG-box to fulfill its functions.
Over the last decade life sciences have made an enormous leap forward. The development of complex analytical instruments, in particular in fluorescence microscopy, has played a decisive role in this. Scientist can now rely on a wide range of imaging techniques that offer different advantages in terms of optical resolution, recording speed or living cell compatibility. With the help of these modern microscopy techniques, multi-protein complexes can be resolved, membrane receptors can be counted, cellular pathways analysed or the internalisation of receptors can be tracked. However, there is currently no universal technique for comprehensive experiment execution that includes dynamic process capture and super resolution imaging on the same target object. In this work, I built a microscope that combines two complementary imaging techniques and enables correlative experiments in living and fixed cells. With an image scanning based laser spot confocal microscope, fast dynamics in several colors with low photodamage of the cells can be recorded. This novel system also has an improved resolution of 170 nm and was thoroughly characterized in this work. The complementary technique is based on single molecule localization microscopy, which can achieve a structural resolution down to 20-30 nm. Furthermore I implemented a microfluidic pump that allows direct interaction with the sample placed on the microscope. Numerous processes such as living cell staining, living cell fixation, immunostaining and buffer exchange can be observed and performed directly on the same cell. Thus, dynamic processes of a cell can be frozen and the structures of interest can be stained and analysed with high-resolution microscopy. Furthermore, I have equipped the detection path of the single molecule technique with an adaptive optical element. With the help of a deformable mirror, imaging functions can be shaped and information on the 3D position of the individual molecules can be extracted.
Der genetische Code beschreibt die Ver- und Entschlüsselung der Erb-information für das universelle Prinzip der Proteinbiosynthese aus einzelnen Aminosäuren. Durch Erweiterung des genetischen Codes lassen sich unna-türliche Aminosäuren (uAA) mit einzigartigen biophysikalischen Eigenschaf-ten ortsspezifisch in Proteine einführen und ermöglichen die spezifische Ma-nipulation von Proteinen.
Die Click-Reaktion zwischen der unnatürlichen Aminosäure TCO*-Lysin und Tetrazin besitzt eine außergewöhnliche Reaktionskinetik (≥800 M-1s-1) und ermöglicht eine spezifische und bioorthogonale Markierung von Bio-
¬molekülen unter physiologischen Bedingungen.
Im Fokus dieser Arbeit stand zunächst die Markierung von Membran-
¬rezeptoren durch Click-Chemie in lebenden Zellen sowie die Untersuchung der Wechselwirkung 22 bekannter und neuartiger Tetrazin-Farbstoff-
Konjugate. Darüber hinaus wurde die Anwendbarkeit von bioorthogonalen Click-Reaktionen für die hochauflösende Fluoreszenzmikroskopie untersucht. Durch Erweiterung des genetischen Codes in Proteine aus der Klasse der ionotropen Glutamatrezeptoren (iGluR), TNF-Rezeptoren oder Mikrotubu-li-assoziierten Proteinen (MAP) wurde ortspezifisch die unnatürliche Amino-säure TCO*-Lysin eingeführt und dadurch die Fluoreszenzmarkierung durch Tetrazin-Farbstoffe ermöglicht. Die direkte chemische Kopplung von TCO an Liganden wie Phalloidin und Docetaxel, welche spezifisch das Aktin-Zytoskelett bzw. Mikrotubuli-Filamente binden können, ermöglichte zudem die Click-Färbungen von fixierten und lebenden Zellen ohne genetische Ver-änderungen der Zielproteine.
Des Weiteren wurden die spektroskopischen Eigenschaften von 22 Tetrazin-Farbstoffen, verteilt über den gesamten sichtbaren Wellenlängenbereich, untersucht. Ein charakteristisches Kennzeichen der Click-Reaktion mit Tet-razin-Farbstoffen ist dabei ihre Fluorogenität. Das Tetrazin fungiert nicht nur als reaktive Gruppe während der Click-Reaktion mit Alkenen, sondern führt in vielen Tetrazin-Farbstoff-Konjugaten zur Fluoreszenzlöschung. Während bei grün-absorbierenden Farbstoffe vor allem FRET-basierte Löschprozesse dominieren, konnte photoinduzierter Elektronentransfer (PET) vom angeregten Farbstoff zum Tetrazin als Hauptlöschmechanismus bei rot-absorbierenden Oxazin- und Rhodamin-Derivaten identifiziert
werden.
Die effiziente und spezifische Markierung aller untersuchten Tetrazin-
Farbstoffe ermöglichte die Visualisierung von Aktin-Filamenten, Mikrotubuli und Membranrezeptoren sowohl durch konventionelle Fluoreszenzmikrosko-pie als auch durch hochauflösende Verfahren, wie z.B. dSTORM, auf Ein-zelmolekülebene. Die unterschiedliche Zellpermeabilität von
Tetrazin-Farbstoffen kann dabei vorteilhaft für die spezifische intra- und extrazelluläre Markierung von Proteinen in fixierten und lebenden Zellen genutzt werden.
The honeybee is a well studied and important organism in neuroethology. The possibility to train them with a classical conditioning paradigm and their miniature brain provide a perfect requisite to investigate the neuronal principles of learning and memory. Honeybees use visual and olfactory cues to detect flowers during their foraging trips. Hence, the reward association of a nectar source is a multi-modal construct, which has at least two major components - olfactory and visual cues. It is still an open question, how both sensory components are converged in the mushroom body, which represent the multi-modal integration centre of the honeybee brain. The main goal of this study, is to investigate the processing of multiple modalities and how a reward association is formed. This includes, how and wether both sensory modalities interfere during learning. Thus, in this study stimulation with UV, blue and green light was used to evoke distinct photoreceptor activities in the compound eye. Furthermore, three different odours (Geraniol, Citronellol and Farnesol) were used. These stimuli were tested in three different experimental series. The first experiment involved classical differential conditioning of the single modalities - odour and colour. Honeybees showed high learning performances in differentiating olfactory stimuli and also reliable responses for visual conditioning. Furthermore, a temporal discrepancy in the stimulus length for best learning in the olfatcoty and visual cues was found. In the second series, it was tested how multi-modal compounds are perceived. This includes, unique cues (configural processing) or the sum of the single components of a compound (elemen- tal processing). This was tested by combining single odour components with monochromatic light in a positive (PP) and negative patterning (NP) experiment. During PP, the olfactory- visual compound was rewarded, whereas the single components were unrewarded. In contrast, during NP the single components were reinforced, but the compound was not. In addition, the ability to distinguish between two different light stimuli presented as a part of an olfactory-visual compound with the same odour component during acquisition was tested. In a memory test, the light stimuli were presented again as a compound and in addition as the single components. The results revealed that bees used elemental processing with compounds containing green and blue light. In contrast, when UV light was presented the bees used configural processing. Finally, a third experiment was conducted at the neuronal level. Multi-unit recordings were established to provide a suitable method to analyse extrinsic neurons at the mushroom body output region, the so called ventral lobe of the pedunculus. Here, three different odours (Geran- iol, Farnesol and Citronellol), two colours (green and blue) and two combined stimuli (colour + odour) were chosen as stimuli, to search for possible variations in processing stimuli with different modalities. Two units could be detected that responded mainly to visual stimuli.
Acetylcholine (ACh) mediates transmission at vertebrate neuromuscular junctions and many other synapses. The postsynaptic ACh receptors at neuromuscular junctions are of the nicotinic subtype (nAChRs). They are among the best studied receptor channels and often serve as models or receptor prototypes. Despite a wealth of information on muscle type nAChRs so far little is known about species specific functional differences. In this work, mouse and human adult muscle type nAChRs are investigated.
Cell attached recordings in the HEK293T heterologous expression system provided evidence that the ACh affinity of recombinant mouse and human adult muscle type nAChRs are different. To clarify this, I compared these receptors in outside-out patches employing a system for fast agonist application. Thus, the individual membrane patches with receptors can be exposed to various ligand concentrations. In response to 10 and 30 µM ACh normalized peak currents (î) were significantly larger and current rise-time (tr) shorter in human than in mouse receptors. Analyzing dose-response curves of î and tr and fitting them with a two-step equivalent binding-site kinetic mechanism revealed a two-fold higher ACh association rate constant in human compared to mouse receptors. Furthermore, human nAChRs were blocked faster in outside-out patches by superfusion of 300 nM α-Bungarotoxin (α-Bgtx) than mouse nAChRs. Finally, human nAChRs in outside-out patches showed higher affinity at 3 µM ACh than chimeric receptors consisting of mouse α- and human β-, γ- and ε-subunits. The higher affinity of human than mouse receptors for ACh and α-Bgtx is thus at least in part due to sequence difference in their α-subunits.
Das menschliche Gehirn ist ein Organ, das aufgrund seiner Komplexität und zellulären Diversität noch am wenigsten verstanden ist. Eine der Ursachen dafür sind zahlreiche Herausforderungen in diversen neurobiologischen Bild-gebungsverfahren. Erst seit der Erfindung der hochauflösenden Fluoreszenz-mikroskopie ist es möglich, Strukturen unterhalb der Beugungsgrenze zu visua-lisieren und somit eine maximale Auflösung von bis zu 20 nm zu erreichen. Zusätzlich hängt die Fähigkeit, biologische Strukturen aufzulösen, von der Markierungs-größe und -dichte ab. Derzeit ist die häufigste Methode zur Proteinfärbung die indirekte Antikörperfärbung, bei der ein Fluorophor-markierter Sekundärantikörper an einen Epitop-spezifischen Primärantikörper bindet. Dabei kann der Abstand von Zielstruktur und Fluorophor bis zu 30 nm betragen, was eine Auflösungs-verminderung zur Folge haben kann. Aufgrund dessen wurden in dieser Arbeit alternative Markierungsmethoden getestet, um postsynaptische Proteine sicht-bar zu machen.
Zunächst wurde der postsynaptische N-Methyl-D-Aspartat (NMDA)-Rezeptor mit Hilfe konventioneller indirekter Antikörperfärbung markiert. Hier war die NR1-Untereinheit des NMDA-Rezeptors von besonderem Interesse, da diese in der Autoimmunerkrankung Anti-NMDA-Rezeptor-Enzephalitis invol-viert ist.
Patienten dieser seltenen Krankheit bilden Autoantikörper gegen die NR1-Untereinheit, wodurch ein schneller reversibler Verlust der NMDA-Rezeptoren auf der Postsynapse induziert wird. Wichtige Informationen können nicht mehr ausreichend weitergegeben werden, was psychiatrische und neurologi-sche Störungen zur Folge hat. In dieser Arbeit wurden sowohl kommerzielle NR1-Antikörper, als auch rekombinante monoklonale NR1-Antikörper von Patien-ten mit Anti-NMDA-Rezeptor-Enzephalitis getestet. In konfokalen und in hochaufgelösten SIM- (engl. structured illumination microscopy) und dSTORM- (engl. direct stochastic optical reconstruction microscopy) Messun-gen konnten kommerzielle NR1-Antikörper keine erfolgreichen Färbungen erzielen. Dagegen erwiesen sich die rekombinanten monoklonalen NR1-Patientenantikörper als sehr spezifisch, sowohl in primären Neuronen als auch im Hippocampus von murinen Gehirnschnitten und lieferten gute Kolokalisati-onen mit dem postsynaptischen Markerprotein Homer.
Um die optische Auflösung zu verbessern, wurde eine neue Markierungs-methode mit sog. „Super-Binde-Peptiden“ (SBPs) getestet. SBPs sind modifi-zierte Peptide, die erhöhte Affinitäten und Spezifitäten aufweisen und mit ei-ner Größe von ~ 2,5 nm wesentlich kleiner als Antikörper sind. In dieser Arbeit bestätigte sich ein kleines hochspezifisches SPB, das an den Fluoreszenzfarb-stoff Tetra-
methylrhodamin (TMR) gekoppelt ist, als effektiver Marker für das Ankerpro-tein Gephyrin. Gephyrin ist für die Lokalisation und Verankerung einiger post-synaptischer Rezeptoren zuständig, indem es sie mit dem Cytoskelett der Zelle verbindet. SIM-Messungen in primären Neuronen zeigten eine bessere Clus-terrepräsentation bei der Färbung von Gephyrin mit SBPs, als mit Antikörper-färbung. Zusätzlich wurden Kolokalisationsanalysen von Gephyrin zusammen mit dem inhibito-rischen präsynaptischen vesikulären GABA-Transporter VGAT durchgeführt.
Eine weitere Färbemethode stellte die bioorthogonale Click-Färbung durch die Erweiterung des eukaryotischen genetischen Codes (engl. genetic code ex-pansion, GCE) dar. Dabei wurde eine unnatürliche, nicht-kanonische Amino-säure (engl. non-canonical amino acid, ncAA) ins Zielprotein eingebaut und in Kombination mit der Click-Chemie ortsspezifisch mit organischen Tetrazin-Farbstoff-Konjugaten angefärbt. Organische Fluorophore haben den Vorteil, dass sie mit einer Größe von 0,5 – 2 nm sehr klein sind und damit die natürli-chen Funktionen der Proteine in der Zelle kaum beeinflussen. In dieser Arbeit wurde zum ersten Mal gezeigt, dass der tetramere postsynaptische NMDA-Rezeptor durch die Amber-Supres-sionsmethode bioorthogonal angefärbt werden konnte. Aus sieben verschiede-nen Amber-Mutanten der NR1-Untereinheit stellte sich die Y392TAG-NR1-Mutante als diejenige mit der besten Proteinexpression, Färbeeffizienz und rezeptorfunktionalität heraus. Dies konnte durch Fluoreszenzmikroskopie- und Whole-Cell Patch-Clamp-Experimenten gezeigt werden. Die bioorthogo-nale Click-Färbung durch GCE eignete sich für die Färbung des NMDA-Rezeptors in verschiedenen Zelllinien, mit unterschiedlichen Tetrazin-Farbstoff-Konjugaten und für Lebendzellexperimente. In dSTORM-Messungen erwies sich das Tetrazin-Cy5-Farbstoff-Konjugat als ideal aufgrund seiner Grö-ße, Photostabilität, Helligkeit und seines geeigneten Blinkverhaltens, sodass eine homogene NMDA-Rezeptorverteilung auf der Zellmembran gezeigt wer-den konnte. NR1-Antikörperfärbungen wiesen dagegen starke Clusterbildun-gen auf. Die Ergebnisse konnten belegen, dass kleinere Farbstoffe eine deut-lich bessere Zugänglichkeit zu ihrem Zielprotein haben und somit besser für die hochauflösende Fluoreszenzmikroskopie geeignet sind.
Current preclinical models used to evaluate novel therapies for improved healing include both in vitro and in vivo methods. However, ethical concerns related to the use of animals as well as the poor physiological translation between animal and human skin wound healing designate in vitro models as a highly relevant and promising platforms for healing investigation. While current in vitro 3D skin models recapitulate a mature tissue with healing properties, they still represent a simplification of the in vivo conditions, where for example the inflammatory response originating after wound formation involves the contribution of immune cells. Macrophages are among the main contributors to the inflammatory response and regulate its course thanks to their plasticity. Therefore, their implementation into in vitro skin could greatly increase the physiological relevance of the models. As no full-thickness immunocompetent skin model containing macrophages has been reported so far, the parameters necessary for a successful triple co-culture of fibroblasts, keratinocytes and macrophages were here investigated. At first, cell source and culture timed but also an implementation strategy for macrophages were deter-mined. The implementation of macrophages into the skin model focused on the minimization of the culture time to preserve immune cell viability and phenotype, as the environment has a major influence on cell polarization and cytokine production. To this end, incorporation of macrophages in 3D gels prior to the combination with skin models was selected to better mimic the in vivo environment. Em-bedded in collagen hydrogels, macrophages displayed a homogeneous cell distribution within the gel, preserving cell viability, their ability to respond to stimuli and their capability to migrate through the matrix, which are all needed during the involvement of macrophages in the inflammatory response. Once established how to introduce macrophages into skin models, different culture media were evaluated for their effects on primary fibroblasts, keratinocytes and macrophages, to identify a suitable medium composition for the culture of immunocompetent skin. The present work confirmed that each cell type requires a different supplement combination for maintaining functional features and showed for the first time that media that promote and maintain a mature skin structure have negative effects on primary macrophages. Skin differentiation media negatively affected macrophages in terms of viability, morphology, ability to respond to pro- and anti-inflammatory stimuli and to migrate through a collagen gel. The combination of wounded skin equivalents and macrophage-containing gels con-firmed that culture medium inhibits macrophage participation in the inflammatory response that oc-curs after wounding. The described macrophage inclusion method for immunocompetent skin creation is a promising approach for generating more relevant skin models. Further optimization of the co-cul-ture medium will potentially allow mimicking a physiological inflammatory response, enabling to eval-uate the effects novel drugs designed for improved healing on improved in vitro models.
This thesis elucidates patterns and drivers of invertebrate herbivory, herbivore diversity, and community-level biomass along elevational and land use gradients at Mt. Kilimanjaro, Tanzania.
Chapter I provides background information on the response and predictor variables, study system, and the study design. First, I give an overview of the elevational patterns of species diversity/richness and herbivory published in the literature. The overview illuminates existing debates on elevational patterns of species diversity/richness and herbivory. In connection to these patterns, I also introduce several hypotheses and mechanisms put forward to explain macroecological patterns of species richness. Furthermore, I explain the main variables used to test hypotheses. Finally, I describe the study system and the study design used.
Chapter II explores the patterns of invertebrate herbivory and their underlying drivers along extensive elevational and land use gradients on the southern slopes of Mt. Kilimanjaro. I recorded standing leaf herbivory from leaf chewers, leaf miners and gall-inducing insects on 55 study sites located in natural and anthropogenic habitats distributed from 866 to 3060 meters above sea level (m asl) on Mt. Kilimanjaro. Standing leaf herbivory was related to climatic variables [mean annual temperature - (MAT) and mean annual precipitation - (MAP)], net primary productivity (NPP) and plant functional traits (leaf traits) [specific leaf area (SLA), carbon to nitrogen ratio (CN), and nitrogen to phosphorous ratio (NP)]. Results revealed an unimodal pattern of total leaf herbivory along the elevation gradient in natural habitats. Findings also revealed differences in the levels and patterns of herbivory among feeding guilds and between anthropogenic and natural habitats. Changes in NP and CN ratios which were closely linked to NPP were the strongest predictors of leaf herbivory. Our study uncovers the role of leaf nutrient stoichiometry and its linkages to climate in explaining the variation in leaf herbivory along climatic gradients.
Chapter III presents patterns and unravels direct and indirect effects of resource (food) abundance (NPP), resource (food) diversity [Functional Dispersion (FDis)], resource quality (SLA, NP, and CN rations), and climate variables (MAT and MAP) on species diversity of phytophagous beetles. Data were collected from 65 study sites located in natural and anthropogenic habitats distributed from 866 to 4550 m asl on the southern slopes of Mt. Kilimanjaro. Sweep net and beating methods were used to collect a total of 3,186 phytophagous beetles representing 21 families and 304 morphospecies. Two groups, weevils (Curculionidae) and leaf beetles (Chrysomelidae) were the largest and most diverse families represented with 898 and 1566 individuals, respectively. Results revealed complex (bimodal) and dissimilar patterns of Chao1-estimated species richness (hereafter referred to as species diversity) along elevation and land use gradients. Results from path analysis showed that temperature and climate-mediated changes in NPP had a significant positive direct and indirect effect on species diversity of phytophagous beetles, respectively. The results also revealed that the effect of NPP (via beetles abundance and diversity of food resources) on species diversity is stronger than that of temperature. Since we found that factors affecting species diversity were intimately linked to climate, I concluded that predicted climatic changes over the coming decades will likely alter the species diversity patterns which we observe today.
Chapter IV presents patterns and unravels the direct and indirect effects of climate, NPP and anthropogenic disturbances on species richness and community-level biomass of wild large mammals which represent endothermic organisms and the most important group of vertebrate herbivores. Data were collected from 66 study sites located in natural and anthropogenic habitats distributed from 870 to 4550 m asl on the southern slopes of Mt. Kilimanjaro. Mammals were collected using camera traps and used path analysis to disentangle the direct and indirect effects of climatic variables, NPP, land use, land area, levels of habitat protection and occurrence of domesticated mammals on the patterns of richness and community-level biomass of wild mammals, respectively. Results showed unimodal patterns for species richness and community-level biomass of wild mammals along elevation gradients and that the patterns differed depending on the type of feeding guild. Findings from path analysis showed that net primary productivity and levels of habitat protection had a strong direct effect on species richness and community-level biomass of wild mammals whereas temperature had an insignificant direct effect. Findings show the importance of climate-mediated food resources in determining patterns of species richness of large mammals. While temperature is among key predictors of species richness in several ectotherms, its direct influence in determining species richness of wild mammals was insignificant. Findings show the sensitivity of wild mammals to anthropogenic influences and underscore the importance of protected areas in conserving biodiversity.
In conclusion, despite a multitude of data sets on species diversity and ecosystem functions along broad climatic gradients, there is little mechanistic understanding of the underlying causes. Findings obtained in the three studies illustrate their contribution to the scientific debates on the mechanisms underlying patterns of herbivory and diversity along elevation gradients. Results present strong evidence that plant functional traits play a key role in determining invertebrate herbivory and species diversity along elevation gradients and that, their strong interdependence with climate and anthropogenic activities will shape these patterns in future. Additionally, findings from path analysis demonstrated that herbivore diversity, community-level biomass, and herbivory are strongly influenced by climate (either directly or indirectly). Therefore, the predicted climatic changes are expected to dictate ecological patterns, biotic interactions, and energy and nutrient fluxes in terrestrial ecosystems in the coming decades with stronger impacts probably occurring in natural ecosystems. Furthermore, findings demonstrated the significance of land use effects in shaping ecological patterns. As anthropogenic pressure is advancing towards more pristine higher elevations, I advocate conservation measures which are responsive to and incorporate human dimensions to curb the situation. Although our findings emanate from observational studies which have to take several confounding factors into account, we have managed to demonstrate global change responses in real ecosystems and fully established organisms with a wide range of interactions which are unlikely to be captured in artificial experiments. Nonetheless, I recommend additional experimental studies addressing the effect of top-down control by natural enemies on herbivore diversity and invertebrate herbivory in order to deepen our understanding of the mechanisms driving macroecological patterns along elevation gradients.
Since its first experimental implementation in 2005, single-molecule localization microscopy (SMLM) emerged as a versatile and powerful imaging tool for biological structures with nanometer resolution. By now, SMLM has compiled an extensive track-record of novel insights in sub- and inter- cellular organization.\\
Moreover, since all SMLM techniques rely on the analysis of emission patterns from isolated fluorophores, they inherently allocate molecular information $per$ $definitionem$.\\
Consequently, SMLM transitioned from its origin as pure high-resolution imaging instrument towards quantitative microscopy, where the key information medium is no longer the highly resolved image itself, but the raw localization data set.\\
The work presented in this thesis is part of the ongoing effort to translate those $per$ $se$ molecular information gained by SMLM imaging to insights into the structural organization of the targeted protein or even beyond. Although largely consistent in their objectives, the general distinction between global or segmentation clustering approaches on one side and particle averaging or meta-analyses techniques on the other is usually made.\\
During the course of my thesis, I designed, implemented and employed numerous quantitative approaches with varying degrees of complexity and fields of application.\\ \\
In my first major project, I analyzed the localization distribution of the integral protein gp210 of the nuclear pore complex (NPC) with an iterative \textit{k}-means algorithm. Relating the distinct localization statistics of separated gp210 domains to isolated fluorescent signals led, among others, to the conclusion that the anchoring ring of the NPC consists of 8 homo-dimers of gp210.\\
This is of particular significance, both because it answered a decades long standing question about the nature of the gp210 ring and it showcased the possibility to gain structural information well beyond the resolution capabilities of SMLM by crafty quantification approaches.\\ \\
The second major project reported comprises an extensive study of the synaptonemal complex (SNC) and linked cohesin complexes. Here, I employed a multi-level meta-analysis of the localization sets of various SNC proteins to facilitate the compilation of a novel model of the molecular organization of the major SNC components with so far unmatched extend and detail with isotropic three-dimensional resolution.\\
In a second venture, the two murine cohesin components SMC3 and STAG3 connected to the SNC were analyzed. Applying an adapted algorithm, considering the disperse nature of cohesins, led to the realization that there is an apparent polarization of those cohesin complexes in the SNC, as well as a possible sub-structure of STAG3 beyond the resolution capabilities of SMLM.\\ \\
Other minor projects connected to localization quantification included the study of plasma membrane glycans regarding their overall localization distribution and particular homogeneity as well as the investigation of two flotillin proteins in the membrane of bacteria, forming clusters of distinct shapes and sizes.\\ \\
Finally, a novel approach to three-dimensional SMLM is presented, employing the precise quantification of single molecule emitter intensities. This method, named TRABI, relies on the principles of aperture photometry which were improved for SMLM.\\
With TRABI it was shown, that widely used Gaussian fitting based localization software underestimates photon counts significantly. This mismatch was utilized as a $z$-dependent parameter, enabling the conversion of 2D SMLM data to a virtual 3D space. Furthermore it was demonstrated, that TRABI can be combined beneficially with a multi-plane detection scheme, resulting in superior performance regarding axial localization precision and resolution.\\
Additionally, TRABI has been subsequently employed to photometrically characterize a novel dye for SMLM, revealing superior photo-physical properties at the single-molecule level.\\
Following the conclusion of this thesis, the TRABI method and its applications remains subject of diverse ongoing research.
Thema dieser Thesis ist die Analyse sekretorischer Vesikelpools auf Ultrastrukturebene in unterschiedlichen biologischen Systemen. Der erste und zweite Teil dieser Arbeit fokussiert sich auf die Analyse synaptischer Vesikelpools in neuromuskulären Endplatten (NME) im Modellorganismus Caenorhabditis elegans. Dazu wurde Hochdruckgefrierung und Gefriersubstitution angewandt, um eine unverzügliche Immobilisation der Nematoden und somit eine Fixierung im nahezu nativen Zustand zu gewährleisten. Anschließend wurden dreidimensionale Aufnahmen der NME mittels Elektronentomographie erstellt. Im ersten Teil dieser Arbeit wurden junge adulte, wildtypische C. elegans Hermaphroditen mit Septin-Mutanten verglichen. Um eine umfassende Analyse mit hoher Stichprobenzahl zu ermöglichen und eine automatisierte Lösung für ähnliche Untersuchungen von Vesikelpools bereit zu stellen wurde eine Software namens 3D ART VeSElecT zur automatisierten Vesikelpoolanalyse entwickelt. Die Software besteht aus zwei Makros für ImageJ, eines für die Registrierung der Vesikel und eines zur Charakterisierung. Diese Trennung in zwei separate Schritte ermöglicht einen manuellen Verbesserungsschritt zum Entfernen falsch positiver Vesikel. Durch einen Vergleich mit manuell ausgewerteten Daten neuromuskulärer Endplatten von larvalen Stadien des Modellorganismus Zebrafisch (Danio rerio) konnte erfolgreich die Funktionalität der Software bewiesen werden. Die Analyse der neuromuskulären Endplatten in C. elegans ergab kleinere synaptische Vesikel und dichtere Vesikelpools in den Septin-Mutanten verglichen mit Wildtypen.
Im zweiten Teil der Arbeit wurden neuromuskulärer Endplatten junger adulter C. elegans Hermaphroditen mit Dauerlarven verglichen. Das Dauerlarvenstadium ist ein spezielles Stadium, welches durch widrige Umweltbedingungen induziert wird und in dem C. elegans über mehrere Monate ohne Nahrungsaufnahme überleben kann. Da hier der Vergleich der Abundanz zweier Vesikelarten, der „clear-core“-Vesikel (CCV) und der „dense-core“-Vesikel (DCV), im Fokus stand wurde eine Erweiterung von 3D ART VeSElecT entwickelt, die einen „Machine-Learning“-Algorithmus zur automatisierten Klassifikation der Vesikel integriert. Durch die Analyse konnten kleinere Vesikel, eine erhöhte Anzahl von „dense-core“-Vesikeln, sowie eine veränderte Lokalisation der DCV in Dauerlarven festgestellt werden.
Im dritten Teil dieser Arbeit wurde untersucht ob die für synaptische Vesikelpools konzipierte Software auch zur Analyse sekretorischer Vesikel in Thrombozyten geeignet ist. Dazu wurden zweidimensionale und dreidimensionale Aufnahmen am Transmissionselektronenmikroskop erstellt und verglichen. Die Untersuchung ergab, dass hierfür eine neue Methodik entwickelt werden muss, die zwar auf den vorherigen Arbeiten prinzipiell aufbauen kann, aber den besonderen Herausforderungen der Bilderkennung sekretorischer Vesikel aus Thrombozyten gerecht werden muss.
Viral infections induce a significant impact on various functional categories of biological processes in the host. The understanding of this complex modification of the infected host immune system requires a global and detailed overview on the infection process. Therefore it is essential to apply a powerful approach which identifies the involved components conferring the capacity to recognize and respond to specific pathogens, which in general are defeated in so-called compatible virus-plant infections. Comparative and integrated systems biology of plant-virus interaction progression may open a novel framework for a systemic picture on the modulation of plant immunity during different infections and understanding pathogenesis mechanisms. In this thesis these approaches were applied to study plant-virus infections during two main viral pathogens of cassava: Cassava brown streak virus and African cassava mosaic virus.
Here, the infection process was reconstructed by a combination of omics data-based analyses and metabolic network modelling, to understand the major metabolic pathways and elements underlying viral infection responses in different time series, as well as the flux activity distribution to gain more insights into the metabolic flow and mechanism of regulation; this resulted in simultaneous investigations on a broad spectrum of changes in several levels including the gene expression, primary metabolites, and enzymatic flux associated with the characteristic disease development process induced in Nicotiana benthamiana plants due to infection with CBSV or ACMV.
Firstly, the transcriptome dynamics of the infected plant was analysed by using mRNA-sequencing, in order to investigate the differential expression profile according the symptom developmental stage. The spreading pattern and different levels of biological functions of these genes were analysed associated with the infection stage and virus entity. A next step was the Real-Time expression modification of selected key pathway genes followed by their linear regression model. Subsequently, the functional loss of regulatory genes which trigger R-mediated resistance was observed. Substantial differences were observed between infected mutants/transgenic lines and wild-types and characterized in detail. In addition, we detected a massive localized accumulation of ROS and quantified the scavenging genes expression in the infected wild-type plants relative to mock infected controls.
Moreover, we found coordinated regulated metabolites in response to viral infection measured by using LC-MS/MS and HPLC-UV-MS. This includes the profile of the phytohormones, carbohydrates, amino acids, and phenolics at different time points of infection with the RNA and DNA viruses. This was influenced by differentially regulated enzymatic activities along the salicylate, jasmonate, and chorismate biosynthesis, glycolysis, tricarboxylic acid cycle, and pentose phosphate pathways, as well as photosynthesis, photorespiration, transporting, amino acid and fatty acid biosynthesis. We calculated the flux redistribution considering a gradient of modulation for enzymes along different infection stages, ranging from pre-symptoms towards infection stability.
Collectively, our reverse-engineering study consisting of the generation of experimental data and modelling supports the general insight with comparative and integrated systems biology into a model plant-virus interaction system. We refine the cross talk between transcriptome modification, metabolites modulation and enzymatic flux redistribution during compatible infection progression. The results highlight the global alteration in a susceptible host, correlation between symptoms severity and the alteration level. In addition we identify the detailed corresponding general and specific responses to RNA and DNA viruses at different stages of infection. To sum up, all the findings in this study strengthen the necessity of considering the timing of treatment, which greatly affects plant defence against viral infection, and might result in more efficient or combined targeting of a wider range of plant pathogens.