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Neisseria gonorrhoeae (GC) is a human specific pathogenic bacterium. Currently, N. gonorrhoeae developed resistance to virtually all the available antibiotics used for treatment. N. gonorrhoeae starts infection by colonizing the cell surface, followed by invasion of the host cell, intracellular persistence, transcytosis and exit into the subepithelial space. Subepithelial bacteria can reach the bloodstream and disseminate to other tissues causing systemic infections, which leads to serious conditions such as arthritis and pneumonia. A number of studies have well established the host-pathogen interactions during the initial adherence and invasion steps. However, the mechanism of intracellular survival and traversal is poorly understood so far. Hence, identification of novel bacterial virulence factors and host factors involved in the host-pathogen interaction is a crucial step in understanding disease development and uncovering novel therapeutic approaches. Besides, most of the previous studies about N. gonorrhoeae were performed in the conventional cell culture. Although they have provided insights into host-pathogen interactions, much information about the native infection microenvironment, such as cell polarization and barrier function, is still missing.
This work focused on determining the function of novel bacterial virulence factor NGFG_01605 and host factor (FLCN) in gonococcal infection. NGFG_01605 was identified by Tn5 transposon library screening. It is a putative U32 protease. Unlike other proteins in this family, it is not secreted and has no ex vivo protease activity. NGFG_01605 knockout decreases gonococcal survival in the epithelial cell. 3D models based on T84 cell was developed for the bacterial transmigration assay. NGFG_01605 knockout does not affect gonococcal transmigration.
The novel host factor FLCN was identified by shRNA library screening in search for factors that affected gonococcal adherence and/or internalization. We discovered that FLCN did not affect N. gonorrhoeae adherence and invasion but was essential for bacterial survival. Since programmed cell death is a host defence mechanism against intracellular pathogens, we further explored apoptosis and autophagy upon gonococcal infection and determined that FLCN did not affect apoptosis but inhibited autophagy. Moreover, we found that FLCN inhibited the expression of E-cadherin. Knockdown of E- cadherin decreased the autophagy flux and supported N. gonorrhoeae survival. Both non-polarized and polarized cells are present in the cervix, and additionally, E-cadherin represents different polarization properties on these different cells. Therefore, we established 3-D models to better understand the functions of FLCN. We discovered that FLCN was critical for N. gonorrhoeae survival in the 3-D environment as well, but not through inhibiting autophagy. Furthermore, FLCN inhibits the E-cadherin expression and disturbs its polarization in the 3-D models. Since N. gonorrhoeae can cross the epithelial cell barriers through both cell-cell junctions and transcellular migration, we further explored the roles FLCN and E-cadherin played in transmigration. FLCN delayed N. gonorrhoeae transmigration, whereas the knockdown of E-cadherin increased N. gonorrhoeae transmigration.
In summary, we revealed roles of the NGFG_01605 and FLCN-E-cadherin axis play in N. gonorrhoeae infection, particularly in relation to intracellular survival and transmigration. This is also the first study that connects FLCN and human-specific pathogen infection.
Chlamydia trachomatis (Ct) is an obligate intracellular human pathogen. It causes blinding trachoma and sexually transmitted disease such as chlamydia, pelvic inflammatory disease and lymphogranuloma venereum. Ct has a unique biphasic development cycle and replicates in an intracellular vacuole called inclusion. Normally it has two forms: the infectious form, elementary body (EB); and the non-infectious form, reticulate body (RB). Ct is not easily amenable to genetic manipulation. Hence, to understand the infection process, it is crucial to study how the metabolic activity of Ct exactly evolves in the host cell and what roles of EB and RB play differentially in Ct metabolism during infection. In addition, Ct was found regularly coinfected with other pathogens in patients who got sexually transmitted diseases (STDs). A lack of powerful methods to culture Ct outside of the host cell makes the detailed molecular mechanisms of coinfection difficult to study.
In this work, a genome-scale metabolic model with 321 metabolites and 277 reactions was first reconstructed by me to study Ct metabolic adaptation in the host cell during infection. This model was calculated to yield 84 extreme pathways, and metabolic flux strength was then modelled regarding 20hpi, 40hpi and later based on a published proteomics dataset. Activities of key enzymes involved in target pathways were further validated by RT-qPCR in both HeLa229 and HUVEC cell lines. This study suggests that Ct's major active pathways involve glycolysis, gluconeogenesis, glycerolphospholipid biosynthesis and pentose phosphate pathway, while Ct's incomplete tricarboxylic acid cycle and fatty acid biosynthesis are less active. EB is more activated in almost all these carbohydrate pathways than RB. Result suggests the survival of Ct generally requires a lot of acetyl-CoA from the host. Besides, both EB and RB can utilize folate biosynthesis to generate NAD(P)H but may use different pathways depending on the demands of ATP. When more ATP is available from both host cell and Ct itself, RB is more activated by utilizing energy providing chemicals generated by enzymes associated in the nucleic acid metabolism. The forming of folate also suggests large glutamate consumption, which is supposed to be converted from glutamine by the glutamine-fructose-6-phosphate transaminase (glmS) and CTP synthase (pyrG).
Then, RNA sequencing (RNA-seq) data analysis was performed by me in a coinfection study. Metatranscriptome from patient RNA-seq data provides a realistic overview. Thirteen patient samples were collected and sequenced by our collaborators. Six male samples were obtained by urethral swab, and seven female samples were collected by cervicovaginal lavage. All the samples were Neisseria gonorrhoeae (GC) positive, and half of them had coinfection with Ct. HISAT2 and Stringtie were used for transcriptomic mapping and assembly respectively, and differential expression analysis by DESeq2, Ballgown and Cuffdiff2 are parallelly processed for comparison. Although the measured transcripts were not sufficient to assemble Ct's transcriptome, the differential expression of genes in both the host and GC were analyzed by comparing Ct positive group (Ct+) against Ct-uninfected group. The results show that in the Ct+ group, the host MHC class II immune response was highly induced. Ct infection is associated with the regulation of DNA methylation, DNA double-strand damage and ubiquitination. The analysis also shows Ct infection enhances host fatty acid beta oxidation, thereby inducing mROS, and the host responds to reduce ceramide production and glycolysis. The coinfection upregulates GC's own ion transporters and amino acid uptake, while it downregulates GC's restriction and modification systems. Meanwhile, GC has the nitrosative and oxidative stress response and also increases the ability for ferric uptake especially in the Ct+ group compared to Ct-uninfected group.
In conclusion, methods in bioinformatics were used here in analyzing the metabolism of Ct itself, and the responses of the host and GC respectively in a coinfection study with and without Ct. These methods provide metabolic and metatranscriptomic details to study Ct metabolism during infection and Ct associated coinfection in the human microbiota.
Channelrhodopsin 2 (ChR2) aus dem Augenfleck von C. rheinhardtii gehört zur Gruppe der mikrobiellen Rhodopsine (Typ1-Rhodopsine). ChR2 besteht aus einem extrazellulär gelegenen N-Terminus, 7 Transmembranhelices und einem zytosolisch gelegenen C-Terminus. Der lichtreaktive Bestandteil (Chromophor) all-trans-Retinal ist via Schiff´ Base kovalent an ein Lysinrest der siebten Transmembranhelix gebunden. Bei Applikation von Blaulicht isomerisiert all-trans- zu 13-cis-Retinal, was in einer Konformationsänderung und dem Öffnen des Kanals resultiert. Abhängig vom elektrochemischen Gradienten können ein- und zweiwertige Kationen in die Zelle ein- oder aus der Zelle herausströmen.
Eine retinalabhängige Stabilität konnte bereits für Bakteriorhodopsin (BR) bestätigt werden (Booth, Farooq et al. 1996, Turner, Chittiboyina et al. 2009, Curnow and Booth 2010), bezüglich ChR2 waren bisher nur wenige Daten verfügbar (Hegemann, Gartner et al. 1991, Lawson, Zacks et al. 1991). Die heterologe Expression von wildtypischem und modifiziertem ChR2 in Oozyten von X. laevis erlaubte einen detaillierteren Einblick in die retinalabhängige Stabilität und pH-abhängige Dunkelleitfähigkeit von Guanidinium.
Wildtypisches Chop2 zeigte bei Zugabe von Retinal zum Inkubationsmedium, direkt nach RNA-Injektion, Stromamplituden im µA-Bereich und deutliche Fluoreszenzintensitäten. Ausschließlich endogen vorhandenes Retinal hatte verminderten Fluoreszenzen und Stromamplituden zur Folge, was auf ein geringes Vorhandensein von Chop2-Proteinen in der Plasmamembran hindeutete. Da die Inkubation über Nacht in retinalsupplementierter Lösung nur eine minimale Erhöhung des resultierenden Stromes erbrachte, deuten die in dieser Arbeit erhaltenen Ergebnisse stark auf eine verminderte Stabilität des Proteins bei fehlender Bindung des Kofaktors Retinal.
Das Einfügen einer aromatischen Aminosäure (Y/F/W) an Position 159 führte zu einer, von der Retinalsupplementation unabhängigen, in beiden Ansätzen gleichwertigen Expressionsstärke. Diese äusserte sich in äquivalenten Fluoreszenzintensitäten. Die erhaltenen Stromamplituden wiesen eine starke Differenz auf: ohne Zugabe zusätzlichen Chromophors lag die Stromstärke bei nur wenigen Nanoampere, die bei Inkubation in einer retinalhaltigen Lösung über Nacht auf das Niveau von retinalsupplementierten Oozyten anstieg. Des Weiteren konnte die Zunahme der Stromamplitude innerhalb von 15 Minuten beobachtet werden, wenn die vermessenen Oozyten mit einer retinalhaltigen Lösung perfundiert wurden. Zusammengefasst weisen die Ergebnisse auf eine Stabilisierung des aromatisch substituierten Proteins hin. Bei der von Berndt et al. (2011) beschriebenen Mutante T159C konnten diese Eigenschaften nicht nachgewiesen werden.
Die Modifikation der Retinalbindestelle (K257) in Verbindung mit einer aromatischen Substitution an Position 159 resultierte in deutlichen Fluoreszenzintensitäten, unabhängig von der Retinalverfügbarkeit bei, in beiden Fällen, fehlenden lichtaktivierten Strömen. Diese und die gleichwertigen Bandenstärken des Proteinimmunoblots von aromatisch substituierten ChR2-Varianten unterstützen die Hypothese der retinalunabhängigen Stabilität zusätzlich.
Die Ergebnisse legen, im Falle von Chop2-WT, eine Degradation des Apoproteins nahe. Bei Einfügen einer aromatischen AS an Position 159 ist das Apoprotein davor geschützt (siehe Abb. 75). Infolge der strukturellen Similarität, dem Vorhandensein delokalisierter π-Elektronen und der räumlichen Größe der aromatischen AS ist eine strukturelle Veränderung des Apoproteins denkbar, die eine Degradation aufgrund von nunmehr unzugänglichen Ubiquitinierungsstellen verhindert.
Des Weiteren besteht die Möglichkeit, dass sich bei fehlender Bindung des Kofaktors Wassermoleküle in der Nähe der Bindetasche befinden, welche von umliegenden Aminosäuren (u.a. T159, D156) unter großem Energieaufwand koordiniert werden und die strukturelle Integrität bis hin zur Degradation beeinträchtigen können. Dies könnte durch eine Erhöhung der Hydrophobizität bei Einfügen einer aromatischen Aminosäure verhindert werden.
Bei Substitutionen durch eine aromatische AS (Y/W/F) an Position 159 zeigte sich ein weiteres, bisher nicht beschriebenes, Charakteristikum. Bei Perfusion der Oozyten mit einer guanidiniumhaltigen Lösung, konnten in Abhängigkeit des pH-Wertes ohne die Applikation von Licht Stöme im µA Bereich aufgezeichnet werden. Die Größe der Stromamplitude korreliert hierbei mit dem Anstieg des pH-Wertes und der Konzentration an Guanidiniumionen der perfundierten Lösung und kann durch das Hinzufügen von 1mM Lanthan reversibel geblockt werden. Des Weiteren konnten die vorgenommenen Messungen die Ergebnisse der retinalabhängigen Degradation verifizieren, da der Einstrom von Gua+ sowohl bei retinalsupplementierter Inkubation, als auch bei ausschließlich endogen vorhandenem Retinal zu beobachten war. Des Weiteren zeigte auch die Doppelmutante T159Y/K257R trotz ihres Unvermögens Retinal zu binden, die beschriebenen lichtunabhängigen Ströme.
Die Ergebnisse bei Substitution durch Phenylalanin (F) stellen eine Abweichung des Musters dar. Bei Inkubation von T159F-injizierten Zellen bei ausschließlich endogen vorhandenem Retinal konnte eine stark erhöhte Guanidiniumleitfähigkeit festgestellt werden, diese kam jedoch bei retinalsupplementierter Inkubation nicht zum Tragen. Dies könnte ein Hinweis auf eine sterische Hinderung durch das gebundene Chromophor sein, die bei den Substitutionen durch Tyrosin und Tryptophan, möglicherweise durch unterschiedliche chemische Eigenschaften der AS, nicht auftreten.
Die hervorgerufene pH-Abhängigkeit kann in zwei möglichen Ursachen begründet liegen:
• Vorhandensein einer (de)protonierbaren Gruppe wie Histidin, Arginin oder Lysin, die als pH-Sensor dienen könnte
• Deprotonierung der Schiff´ Base durch Guandininium
Das Vorhandensein eines pH-Sensors konnte durch die vorgenommenen Modifikationen von H114, R115, R120 und H249 nicht bestätigt werden.
Bei Substitution von K257 (in Verbindung mit T159Y) zu Arginin (R) konnte weiterhin ein pH-abhängiger Gua+-Dunkelstrom festgestellt werden. Die Modifikation zu Alanin (A) oder Glutamin (Q) hingegen resultierte im Ausbleiben der Ströme. Der Austausch einer basischen zu einer neutralen Gruppe ohne protonierbaren Rest deutet auf die Beteiligung der Schiff´ Base bzw. der Aminosäure an Position 257 am Mechanismus der Dunkelleitfähigkeit hin.
The human-bacterial pathogen interaction is a complex process that results from
a prolonged evolutionary arms race in the struggle for survival. The pathogen employs
virulence strategies to achieve host colonization, and the latter counteracts using defense
programs. The encounter of both organisms results in drastic physiological changes
leading to stress, which is an ancient response accompanying infection. Recent evidence
suggests that the stress response in the host converges with the innate immune pathways
and influences the outcome of infection. However, the contribution of stress and the exact
mechanism(s) of its involvement in host defense remain to be elucidated. Using the model
bacterial pathogen Shigella flexneri, and comparing it with the closely related pathogen
Salmonella Typhimurium, this study investigated the role of host stress in the outcome of
infection.
Shigella infection is characterized by a pronounced pro-inflammatory response
that causes intense stress in host tissues, particularly the intestinal epithelium, which
constitutes the first barrier against Shigella colonization. In this study, inflammatory
stress was simulated in epithelial cells by inducing oxidative stress, hypoxia, and cytokine
stimulation. Shigella infection of epithelial cells exposed to such stresses was strongly
inhibited at the adhesion/binding stage. This resulted from the depletion of sphingolipidrafts
in the plasma membrane by the stress-activated sphingomyelinases. Interestingly,
Salmonella adhesion was not affected, by virtue of its flagellar motility, which allowed the
gathering of bacteria at remaining membrane rafts. Moreover, the intracellular replication
of Shigella lead to a similar sphingolipid-raft depletion in the membrane across adjacent
cells inhibiting extracellular bacterial invasion.
Additionally, this study shows that Shigella infection interferes with the host stress
granule-formation in response to stress. Interestingly, infected cells exhibited a nuclear
depletion of the global RNA-binding stress-granule associated proteins TIAR and TIA-1
and their accumulation in the cytoplasm.
Overall, this work investigated different aspects of the host stress-response in the
defense against bacterial infection. The findings shed light on the importance of the host
stress-pathways during infection, and improve the understanding of different strategies
in host-pathogen interaction.
Im Rahmen dieser Arbeit wurde zur Untersuchung der Rolle von PCGF6 und E2F6 in murinen embryonalen Stammzellen (mESCs) und zu Beginn der Differenzierung Knockout-Zelllinien beider Proteine und in Kombination durch das CRISPR/Cas9n Systems erstellt. Die Charakterisierung dieser Knockout-Zelllinien erfolgte durch Wachstumsanalysen in mESCs und differenzierenden murinen Stammzellen (EBs). Es konnte festgestellt werden, dass Zellen des Pcgf6 Knockout (KO) kleinere Ebs bildeten, die zudem nicht über einen längeren Zeitraum in Kultur gehalten werden konnten. Zur Klärung dieses spezifischen Phänotyps wurden weitere molekulare Analysen mittels Durchflusszytometrie durchgeführt. Zellen des Pcgf6 KO wiesen während der Differenzierung einen erhöhten Anteil an Zellen in der G1-Phase sowie eine erhöhte apoptotische Frequenz auf. Unterstützend zur Annahme eines Zellzyklusdefekts wurden RNASeq-Daten analysiert. Die Auswertung ergab, dass Zellen des Pcgf6 KO zeitlich unkontrolliert differenzierten. Die Auswertung differenziell exprimierter Gene ergab zudem, dass die Expression von E2f6, ein Regulator des Zellzyklus und weitere Untereinheit des nicht-kanonischen PRC1.6, in mESC und EB-Kulturen herunter reguliert war, während Zellzyklus-spezifische Targets der E2F6-abhängigen Genregulation an Tag 2 der Differenzierung hochreguliert waren. Diese Ergebnisse deuteten darauf hin, dass eine Deletion von Pcgf6 zu Beginn der Differenzierung Auswirkungen auf eine E2F6-abhängige Zellzyklusregulation haben muss. Auf Grund einer zu diesem Zeitpunkt aufgetretenen Mykoplasmenkontamination in der Zellkultur musste die Pcgf6 KO-Zelllinie neu erstellt werden. Zusätzlich wurden KO-Zelllinien von E2f6 in Wt und in Pcgf6 KO mESCs erstellt. Die anschließende Wiederholung der zellulären Charakterisierung des Phänotyps ergab, dass EB-Kulturen des Pcgf6 KO und des Doppelknockout von Pcgf6 und E2f6 (dKOPcgf6/E2f6) während der Differenzierung eine verringerte Zellzahl aufwiesen. Die molekularen Charakterisierungen des Phänotyps ergaben, dass der erhöhte Anteil an Zellen in der G1-Phase des Pcgf6 KO, welche vor der Mykoplasmenkontamination detektiert wurde, nicht reproduziert werden konnte. Es wurde jedoch eine erhöhte Frequenz an Zellen in der G2-Phase des dKOPcgf6/E2f6 in der mESC-und EB-Kultur ermittelt. Die Analyse der apoptotischen Frequenz in allen KO-Zelllinien zeigte einen Anstieg während der Differenzierung. Zur Unterstützung der bis dahin durchgeführte Analysen wurden RNASeq-Daten zweier Publikationen zu PCGF6 und E2F6 herangezogen (Qui et al., 2021; Dahlet et al, 2021). Gene Ontology Enrichtment Analysen dieser Daten ergaben, dass in beiden KO-Zelllinien in mESCs unabhängig voneinander Keimbahngene hochreguliert waren. Beide KO-Zelllinien zeigten aber auch eine Schnittmenge gemeinsam hochregulierter Keimbahngene. In Anlehnung an diese Veröffentlichungen, ergaben Genexpressionsanalysen einzelner Keimbahngene, dass ein Verlust von E2f6 zu einer De-Repression von Genen führt, die eine Bindestelle für E2F6 besitzen. Der Verlust von Pcgf6 hingegen hatte keine Auswirkung auf Expression dieser Targets. Diese Ergebnisse unterstützen die Vermutung, dass es unterschiedliche Subkomplexe gibt, die die Expression von Keimbahngenen in mESC- und EB-Kulturen regulieren.
Regulatory T cells (Tregs) are the masters of immune regulation controlling inflammation and tolerance, tissue repair and homeostasis. Multiple immunological diseases result from altered Treg frequencies and Treg dysfunction. We hypothesized that augmenting Treg function and numbers would prevent inflammatory disease whereas inhibiting or depleting Tregs would improve cancer immunotherapy.
In the first part of this thesis, we explored whether in vivo activation and expansion of Tregs would impair acute graft-versus-host disease (aGvHD). In this inflammatory disease, Tregs are highly pathophysiological relevant and their adoptive transfer proved beneficial on disease outcome in preclinical models and clinical studies. IL-2 has been recognized as a key cytokine for Treg function. Yet, attempts in translating Treg expansion via IL-2 have remained challenging, due to IL-2s extremely broad action on other cell types including effector T cells, NK cells, eosinophils and vascular leakage syndrome, and importantly, due to poor pharmacokinetics in vivo. We addressed the latter issue using an IL-2-IgG-fusion protein (irrIgG-IL-2) with improved serum retention and demonstrated profound Treg expansion in vivo in FoxP3-luciferase reporter mice. Further, we augmented Treg numbers and function via the selective-TNF based agonists of TNFR2 (STAR2). Subsequently, we tested a next-generation TNFR2 agonist, termed NewSTAR, which proved even more effective. TNFR2 stimulation augmented Treg numbers and function and was as good as or even superior to the IL-2 strategy. Finally, in a mouse model of aGvHD we proved the clinical relevance of Treg expansion and activation with irrIgG-IL-2, STAR2 and NewSTAR. Notably, the TNFR2 stimulating constructs were outstanding as we observed not the IL-2 prototypic effects on other cell populations and no severe side effects.
In the second part of this thesis, we explored Tregs in pancreatic ductal adenocarcinoma (PDAC) and developed targeting strategies. Among several tumor entities in which Tregs impact survival, preclinical and clinical data demonstrated their negative role on PDAC. In our studies we employed the orthotopic syngeneic Panc02 model in immunocompetent mice. Based on flow cytometric analysis of the tumor microenvironment we propose TIGIT and TNFRSF members as novel therapeutic targets. Surprisingly, we found that blocking TNFR2 did not interfere with intratumoral Treg accumulation. However, we decreased the highly abundant intratumoral Tregs when we disrupted the tumor extracellular matrix. In PDAC, Treg manipulation alone did not lead to tumor regression and we propose that an additional immune boost may be necessary for efficient tumor immune surveillance and cancer clearance. This contrasts with aGvHD, in which Treg manipulation alone was sufficient to improve disease outcome.
Conclusively, we demonstrated the enormous medical benefit of Treg manipulation. Our promising data obtained with our newly developed powerful tools highlight the potential to translate our findings into clinical practice to therapeutically target human Tregs in patients. With novel TNFR2 agonists (STAR2, NewSTAR) we augmented Treg numbers and function as (or even more) effectively than with IL-2, without causing adverse side effects. Importantly, exogenous in vivo Treg expansion protected mice from aGvHD. For the therapy of PDAC, we identified novel targets on Tregs, notably TIGIT and members of the TNFRSF. We demonstrated that altering the extracellular tumor matrix can efficiently disrupt the Treg abundance in tumors. These novel targeting strategies appear as attractive new treatment options and they may benefit patients suffering from inflammatory disease and cancer in the future.
The three closely related PUB proteins PUB22, PUB23 and PUB24 were described as important regulators for PTI signaling and plant immunity. To find cellular targets regulated by the action of the PUB triplet we performed a yeast two-hybrid screen to identify candidate target proteins of PUB22. We could identify Exo70B2 as a target protein of PUB22, which is ubiquitinated by the E3-ubiquitin ligase and consequently degraded in response to flg22 perception. The importance of Exo70B2 for immunity was shown by reverse genetics, demonstrating that exo70B2 mutants are impaired in PTI signaling and plant immunity.
Exo70B2 is one of 23 homologs of the yeast Exo70p in Arabidopsis thaliana, which is a subunit of an octameric protein complex, termed the exocyst. The exocyst complex is required for the tethering of post-Golgi vesicles to specific target membranes and thus an important component of intracellular vesicle trafficking. The elucidated function of Exo70B2 and its requirement for PTI signaling is a novel finding and similar functions had not yet been described for the exocyst complex or subunits thereof in plants. Additional target proteins of PUB22 are also predicted to be involved in vesicle trafficking processes, suggesting that PUB22 has specialized to regulate trafficking protein complexes required for PTI signaling.
Furthermore, the presented work suggests a mechanism for the regulation of Exo70B2 ubiquitination by PUB22. PUB22 was shown to be intrinsically instable due to its autocatalytic ubiquitination activity. Flg22 treatment induced the rapid post-translational stabilization of PUB22. This potentially enables the ligase to efficiently interact with Exo70B2, resulting in its polyubiquitination and 26S-proteasome-dependent turnover.
The holy grail of structural biology is to study a protein in situ, and this goal has been fast approaching since the resolution revolution and the achievement of atomic resolution. A cell's interior is not a dilute environment, and proteins have evolved to fold and function as needed in that environment; as such, an investigation of a cellular component should ideally include the full complexity of the cellular environment. Imaging whole cells in three dimensions using electron cryotomography is the best method to accomplish this goal, but it comes with a limitation on sample thickness and produces noisy data unamenable to direct analysis. This thesis establishes a novel workflow to systematically analyse whole-cell electron cryotomography data in three dimensions and to find and identify instances of protein complexes in the data to set up a determination of their structure and identity for success. Mycoplasma pneumoniae is a very small parasitic bacterium with fewer than 700 protein-coding genes, is thin enough and small enough to be imaged in large quantities by electron cryotomography, and can grow directly on the grids used for imaging, making it ideal for exploratory studies in structural proteomics. As part of the workflow, a methodology for training deep-learning-based particle-picking models is established.
As a proof of principle, a dataset of whole-cell Mycoplasma pneumoniae tomograms is used with this workflow to characterize a novel membrane-associated complex observed in the data. Ultimately, 25431 such particles are picked from 353 tomograms and refined to a density map with a resolution of 11 Å. Making good use of orthogonal datasets to filter search space and verify results, structures were predicted for candidate proteins and checked for suitable fit in the density map. In the end, with this approach, nine proteins were found to be part of the complex, which appears to be associated with chaperone activity and interact with translocon machinery.
Visual proteomics refers to the ultimate potential of in situ electron cryotomography: the comprehensive interpretation of tomograms. The workflow presented here is demonstrated to help in reaching that potential.
Potential evolutionary responses to landscape heterogeneity and systematic environmental trends
(2020)
Over the course of the last century, humans have witnessed drastic levels of global environmental change that endangered both, the survival of single species as well as biodiversity itself. This includes climate change, in both environmental means and in variance and subsequently frequent extreme weather events, as well as land use change that species have to cope with.
With increasing urbanization, increasing agricultural area and increasing intensification, natural habitat is not only lost, but also changes its shape and distribution in the landscape. Both aspects can heavily influence an individual's fitness and therefore act as a selective force promoting evolutionary change.
This way climate change influences individuals' niches and dispersal. Local adaptation and dispersal are not independent of each other. Dispersal can have two opposite effects on local adaptation. It can oppose local adaptation, by promoting the immigration of maladapted indi-
viduals or favor local adaptation by introducing better adapted genotypes. Which of those effects of dispersal on local adaptation emerges in a population depends on the dispersal strategies and the spatial structure of the landscape. In principle an adaptive response can include adjustment of the niche optimum as well as habitat tolerance (niche width) or (instead) ecological tracking of adequate conditions by dispersal and range shifting. So
far, there has been no extensive modeling study of the evolution of the environmental niche optimum and tolerance along with dispersal probability in complex landscapes. Either only dispersal or (part of ) the environmental niche can evolve or the landscapes used are not realistic but rather a very abstract representation of spatial structures.
I want to try and disentangle those different effects of both local adaptation and dispersal during global change, as well as their interaction, especially considering the separation between the effects of increasing mean and increasing variance. For this, I implemented an individual based model (IBM), with escalating complexity.
I showed that both on a temporal as well as on a spatial scale, variation can be more influential then mean conditions.
Indeed, the actual spatial configuration of this heterogeneity and the relationship between spatial and temporal heterogeneity affect the evolution of the niche and of dispersal probability more than temporal or spatial mean conditions. I could show that in isolated populations, an increase of an environmental attribute's mean or variance can lead to extinction, under certain conditions. In particular, increasing variance cannot be tracked forever, since increasing tolerance has distinct limits of feasibility. Increasing mean conditions can also occur too fast to be tracked, especially from generalist individuals. When expanding the model to the metapopulation level without a temporal environmental trend, the degree of spatial vs.temporal heterogeneity influenced the evolution of random dispersal heavily. With increasing spatial heterogeneity, individuals from extreme and rare patches
evolve from being philopatric to dispersive, while individuals from average patches switch in the opposite direction.
With the last expansion to a different set of landscapes with varying degrees of edge density, I could show that edge effects are strong in pseudo-agricultural landscapes, while
in pseudo-natural habitats they were hardly found, regardless of emigration strategy. Sharp edges select against dispersal in the edge patches and could potentially further isolate populations in agricultural landscapes.
The work I present here can also be expanded further and I present several suggestions on what to do next. These expansions could help the realism of the model and eventually shed light on its bearing on ecological global change predictions. For example species distribution models or extinction risk models would be more precise, if they included both spatial and temporal variation. The current modeling practices might not be suffcient to
describe the possible outcomes of global change, because spatio-temporal heterogeneity and its influence on species' niches is too important to be ignored for longer.
Glioblastoma (GBM) sind bösartige hirneigene Tumore, deren schlechte Prognose einer innovativen Therapie bedarf. Aus diesem Grund wurde ein neuer Therapieansatz entwickelt, der auf einer lokalen Ultraschall-vermittelten Zytostatika Applikation beruht. Hierfür wurden stabile Microbubbles (MB) bestehend aus Phospholipiden synthetisiert. Es konnte gezeigt werden, dass MB als auch fokussierter Ultraschall niedriger Intensität (LIFU) keinen negativen Einfluss auf GBM-Zellen hat. MB hingegen konnten mittels LIFU destruiert werden, wodurch das in den MB eingeschlossene Chemotherapeutikum freigesetzt werden kann. Es wurden verschiedene Platin(II)- und Palladium(II)-Komplexe auf GBM Zellen getestet. Zur Beladung der MB wurde Doxorubicin (Dox) verwendet. Es konnte eine Beladungseffizienz der MB mit Dox von 52 % erreicht werden, auch eine Aufreinigung dieser mittel Ionenaustausch-Chromatographie und Dialyse war erfolgreich. Die Austestung der mit Dox beladenen MB (MBDox) erfolgte auf GBM-Zellen in 2D- und 3D-Zelkulturmodellen. Dabei zeigte sich, dass die Behandlung mit MBDox und LIFU für 48 h eine zytotoxische Wirkung hatte, die sich signifikant von der Behandlung mit MBDox ohne LIFU unterschied. Zur Austestung der MBDox in 3D-Zellkulturmodellen wurden zwei Scaffold-Systeme eingesetzt. Es zeigte sich in den Versuchen, dass MBDox mit LIFU im Vergleich zu MBDox ohne LIFU Applikation einen zytotoxischen Effekt auf GBM-Zellen haben. Somit konnte die Wirksamkeit der Zytostatika Applikation mittels MB und LIFU in 2D- und 3D-Zellkulturmodellen erfolgreich etabliert werden. Als weiterer Schritt wurden zwei 3D in vitro Modelle erarbeitet. Dabei wurden zunächst organotypische hippocampale Slice Kulturen (organotypic hippocampal brain slice cultures, OHSC) aus der Maus hergestellt und anschließend mit fluoreszent-markierten Mikrotumoren aus GBM-Zelllinien, Primärzellen (PZ) und aus Patienten generierten GBM-Organoiden hergestellt. Diese GBM-Modelle wurden mit Tumor Treating Fields (TTFields) behandelt. Dabei war eine Abnahme der Tumorgröße von Mikrotumoren aus GBM-Zellen und PZ unter TTFields-Behandlung für 72 h messbar. Als weiteres in vitro Modell wurden humane Tumorschnitte aus intraoperativ entferntem GBM-Patientenmaterial hergestellt. Die Schnitte wiesen ein heterogenes Ansprechen nach 72 h TTFields-Applikation auf. Dies spiegelt die Heterogenität des GBM sehr gut wider und bestärkt die Eignung des Modelles zur Untersuchung von neuen Therapieansätzen zur Behandlung von GBM.