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Sonstige beteiligte Institutionen
- Helmholtz Institute for RNA-based Infection Research (HIRI) (3)
- Boston Children's Hospital (1)
- Broad Institute, USA (1)
- Comprehensive Heart Failure Center Wuerzburg (CHFC) (1)
- Department Pharmazie - Zentrum für Pharmaforschung, Ludwig-Maximilians-Universität München (1)
- Department of Mathematical Analysis, Faculty of Mathematics and Physics, Charles University in Prague (1)
- Deutsches Krebsforschungszentrum Heidelberg (1)
- Deutsches Zentrum für Luft- und Raumfahrt (DLR), Deutsches Fernerkundungsdatenzengrum (DFD) (1)
- Deutsches Zentrum für Luft- und Raumfahrt e.V. (1)
- European Space Agency (1)
Bei Großschadensereignissen oder Katastrophen arbeiten die Einsatzkräfte verschiedener Organisationen und Krankenhäuser zusammen, um die Schadenslage zu bewältigen. Für die Koordinierung dieser Einsätze benötigen die Führungskräfte ein möglichst genaues Bild der aktuellen Lage. Auch im Rahmen der SARS-CoV-2- Pandemie war eine Übersicht über die Versorgungslage der Krankenhäuser erforderlich, um mögliche lokale Ressourcenengpässe frühzeitig zu erkennen und durch geeignete Maßnahmen zu beheben. Zu diesem Zweck wurde in Bayern im November 2021 das Windmühlen-Modell eingeführt. Basierend auf einer Online-Plattform meldeten die zuständigen Bezirkskoordinierenden der bayerischen Regierungsbezirke täglich die Versorgungslage ihrer Kliniken anhand der Komponenten Personal, Material und Raum. Außerdem gab es die Möglichkeit zur Dokumentation von Patientenverlegungen. Die über die Windmühlen-Onlineplattform gesammelten Lagemeldungen und dokumentierten Verlegungen des Zeitraums von 21. November 2021 bis 20. Februar 2022 wurden in der vorliegenden Arbeit detailliert aufbereitet. Zusätzlich wurden die erfassten Daten statistisch ausgewertet und mit den örtlichen 7-Tage-Inzidenzwerten des SARS-CoV-2-Virus verglichen. Durch das Windmühlen-Modell konnten Unterschiede in der Versorgungslage zwischen den Regierungsbezirken sehr effektiv sichtbar gemacht werden. Insgesamt waren Intensivstationen deutlich stärker belastet als Normalstationen. Die Versorgungsqualität war in Covid-Bereichen stärker beeinträchtigt als auf Stationen ohne Covid-Patienten. Es konnte nachgewiesen werden, dass die Windmühlen-Lagemeldungen nicht allein die regionalen Inzidenzwerte, sondern die tatsächliche Versorgungssituation vor Ort abbilden. Die dokumentierten Interhospitaltransfers erfolgten von Regionen mit hohen Inzidenzwerten und schlechter Ressourcenverfügbarkeit in Bezirke mit weniger kritischer Versorgungslage. Damit konnten aus den Windmühlen-Lagemeldungen auch konkrete Handlungskonsequenzen, wie strategische Patientenverlegungen, abgeleitet werden. Lagemeldungen sind wichtig für die abgestimmte Zusammenarbeit verschiedener Stellen bei der Bewältigung einer Krise. Die etablierten Systeme zur Lageerfassung sind meist quantitativ ausgelegt und nur wenig skalierbar. Die Anwendung in einem neuen Kontext erfordert oft zeitaufwändige Anpassungen. Im Gegensatz dazu bietet das Windmühlen-Modell eine skalierbare, eher qualitativ ausgerichtete Lagedarstellung und ist aufgrund seines unkomplizierten Aufbaus innerhalb kürzester Zeit für eine Nutzung in verschiedensten Schadenslagen adaptierbar.
Im Zeitalter der sozialen Medien ist es für viele Eltern zur Gewohnheit geworden, nicht nur sich selbst, sondern auch das eigene Kind der Internetgemeinschaft zu präsentieren. Diese Praxis wird als "Sharenting" ("to share" + "parenting“) bezeichnet. So kommt es, dass mittlerweile ein Großteil der Kinder bereits in sehr jungen Jahren einen - unfreiwilligen - digitalen Fußabdruck hinterlässt. Der freizügige Umgang mit den Daten des Kindes bringt zahlreiche rechtliche Probleme mit sich, welche an den Schnittstellen des Rechts zum Schutz der Persönlichkeit, des Datenschutzrechts und des Familienrechts zu verorten sind. Am Beispiel der Plattformen Facebook, Instagram und WhatsApp lotet Katharina Theresa Starz die Grenzen des rechtlich Zulässigen aus und zeigt auf, welche Konsequenzen sich ergeben können, wenn ebendiese Grenzen von den Eltern überschritten werden.
Die alveoläre Echinokokkose (AE), die durch den Fuchsbandwurm Echinococcus multilocularis verursacht wird, ist eine seltene jedoch schwere und oft tödlich verlaufende Erkrankung. Aufgrund der späten Diagnosestellung sind kurative Behandlungsmethoden häufig nicht durchführbar und als einzige Behandlungsmöglichkeit bleibt eine lebenslange und nebenwirkungsreiche Therapie mit Benzimidazolen. Verbesserte Therapieoptionen durch die Entwicklung neuer Medikamente sind dringend notwendig. Hierfür kann es hilfreich sein die Biologie des Fuchsbandwurmes und die Kommunikationswege zwischen Parasit und Wirt zu verstehen. Bereits in vorherigen Arbeiten als auch in dieser Arbeit erwiesen sich evolutionsgeschichtlich konservierte Signalwege als Kommunikationsweg zwischen dem Fuchsbandwurm und seinem Wirt von zentraler Rolle.
Die Entschlüsselung des Echinococcus-Genoms gab Hinweise darauf, dass ein Mitglied der Tumornekrosefaktor-Rezeptor-Superfamilie, jedoch kein endogener TNF α ähnlicher Ligand im Genom kodiert wird. Ein Mitglied der TNFR-Superfamilie des Fuchsbandwurmes (EmTNFR) wurde in dieser Arbeit als membranständiger Rezeptor mit einer intrazellulären Todesdomäne (DD) und hoher Ähnlichkeit zum humanen Typ 16 der TNF-Rezeptor-Superfamilie, auch 〖p75〗^NTR genannt, charakterisiert. Sowohl in bioinformatischen als auch in Sequenzanalysen wurden drei alternative Splicing-Formen von emtnfr (emtnfr, emtnfr-v2 und emtnfr-v3) nachgewiesen. emtnfr-v2 entsteht durch Alternatives Splicing und kodiert ein Protein, das keine intrazelluläre Todesdomäne besitzt. emtnfr-v3 verwendet einen alternativen Transkriptionstart und wird von den letzten 3 Exons von emtnfr kodiert. emtnfr-v3, kodiert ein Protein ohne extrazelluläre Region, aber mit intrazellulärer Todesdomäne. Ein löslicher TNF-Rezeptor konnte auf Proteinebene nicht nachgewiesen werden. Aufgrund von phylogenetischen Analysen und der Rezeptor-Struktur ist zu vermuten, dass EmTNFR ein p75NTR Homolog ist und damit der ursprünglichen Form der TNF-Rezeptoren entspricht. Mitglieder eines intrazellulären TNF-Signalweges wurden in bioinformatischen Analysen beim Fuchsbandwurm E. multilocularis identifiziert.
Expressionsuntersuchungen zeigten sowohl in Trankriptomdaten als auch auf Proteinebene eine starke Expression von EmTNFR in Primärzellen und im Metazestoden (MZ), dem pathogenen Stadium für den Zwischenwirt. Echinococcus-Stammzellkulturen zeigten nach RNA-Interferenz-basiertem Knockdown des EmTNFR-kodierenden Gens deutliche Entwicklungsdefekte. Des Weiteren zeigten Echinococcus-Stammzellkulturen nach einer Behandlung mit TNF-α, einem potentiellen Liganden des TNF-Rezeptors und einem zentralen Zytokin in der Immunabwehr des Zwischenwirtes, Entwicklungsfortschritte, wie eine verbesserte Bildung von MZ aus Stammzellen. Zusätzlich wurde in whole-mount in situ Hybridisierungs-Versuchen eine ubiquitäre Expression von emtnfr in der Germinalschicht des MZ sowie eine Spezifität von emtnfr für den MZ, welcher ursächlich für die AE ist, nachgewiesen. Somit scheinen sowohl EmTNFR als auch TNF-α eine wichtige Funktion bei der Entwicklung und Etablierung des Fuchsbandwurmes während der frühen Phase der Infektion des Zwischenwirtes zu haben. TNF-α könnte ein weiterer Faktor für den ausgeprägten Organtropismus des Parasiten zur Leber sein, denn dort bestehen durch Kupfferzellen produzierte hohe lokale Konzentration von TNF-α.
Zusammenfassend deuten die hier erarbeiteten Daten darauf hin, dass EmTNFR über die Bindung von Wirts-TNF-α bei der frühen Entwicklung des Echincoccus-Metazestoden eine Rolle spielt.
Laut Statistischem Bundesamt (Destatis) starben allein im Jahr 2020 zirka 985.500 Menschen. Die häufigsten Todesursachen waren Herz-Kreislauf- und Krebs-Erkrankungen (vgl. Destatis 2020). Die meisten Menschen haben den Wunsch zuhause zu sterben, doch die Mehrheit stirbt in Krankenhäusern, Alten- und Pflegeheimen (vgl. DHPV 2017; Dasch et al. 2015). Der Tod eines nahestehenden Menschen kann bei Hinterbliebenen zu großen Belastungen, gesundheitlichen Problemen sowie einer gesteigerten Mortalität führen (vgl. Stroebe et al. 2007). Ziel dieser Arbeit war es, mit Hilfe von halbstandardisierten Interviews mit 30 Trauernden Faktoren herauszuarbeiten, die sich förderlich oder hinderlich auf den Trauerprozess auswirken können. Die Interviews wurden mit der Transkriptionssoftware f4transkript verschriftlicht und mittels qualitativer Inhaltsanalyse nach Mayring ausgewertet. Es entstand ein Kategoriensystem mit je vier Oberkategorien innerhalb der zwei Hauptkategorien, Förderliche und Hinderliche Faktoren. Folgende Faktoren konnten identifiziert werden: Förderliche Faktoren in der Oberkategorie Betreuung der erkrankten und trauernden Person sind eine gute Symptomkontrolle sowie der verständnisvolle Umgang mit den Nahestehenden, während mangelhafte Kommunikation wiederum hinderlich für eine positive Trauerbewältigung ist. In der Oberkategorie Intrapersonale Faktoren sind die Antizipation des Todes sowie die Auseinandersetzung mit der Trauer förderlich, während negative Gefühle (z.B. Schuldgefühle, Hilfslosigkeit) sich in besagter Hinsicht hinderlich auswirken. In der Oberkategorie Beziehung zur verstorbenen Person können die optimale Nutzung der verbliebenen Zeit sowie der offene Umgang mit der Erkrankung förderliche Faktoren darstellen, während ein “schwieriger“ Abschied sowie ungeklärte Konflikte oder offene Fragen Hindernisse für den Trauerprozess sein können. In der Oberkategorie Soziales Umfeld sind die unaufgeforderte Unterstützung, die emotionale Begleitung sowie ein flexibler Arbeitgeber förderlich. Streitigkeiten innerhalb der Familie und Unverständnis der Mitmenschen dagegen sind hinderlich. Eine gute und würdevolle Sterbebegleitung, wie sie in der Palliativmedizin in der Regel gewährleistet ist, ist von großer Bedeutung für einen gelingenden Trauerprozess. Daher sollte eine palliative Haltung disziplinübergreifend vorangebracht und ausgebaut werden. In der Gesellschaft sollte Trauernden mehr Toleranz und Verständnis entgegengebracht und offen mit dem Thema Tod und Sterben umgegangen werden.
Site-directed bioorthogonal conjugation techniques have substantially advanced research in numerous areas. Their exceptional value reflects in the extent of applications, that have been realized with spacial-controlled bioorthogonal reactions. Specific labeling of surfaces, proteins, and other biomolecule allows for new generations of drug delivery, tracking, and analyzing systems. With the continuous advance and refinement of available methods, this field of research will become even more relevant in the time to come. Yet, as individual as the desired purpose is, as different can be the most suitable modification strategy. In this thesis, two different bioconjugation approaches, namely CuAAC and factor XIIIa mediated ligation, are used in distinct application fields, featuring eGFP as a model protein showcasing the advantages as well as the challenges of each technique.
The introduction of a unique accessible functionality is the most critical feature of a site-specific reaction, and the first considerable hurdle to clear. While most surfaces, peptides, or small molecules might require less expenditure to modulate, equipping large biomolecules like proteins with additional traits requires careful consideration to preserve the molecule’s stability and function. Therefore, the first section of this project comprises the engineering of eGFP via rational design. Initially, wild-type eGFP was subcloned, expressed, and characterized to serve as a reference value for the designed variants. Subsequently, eGFP was mutated and expressed to display a recognition site for factor XIIIa. Additionally, a second mutant harbored a TAG-codon to enable amber codon suppression and consequently the incorporation of the alkyne bearing unnatural amino acid Plk to support a CuAAC reaction. Fluorescence spectroscopy was used to confirm that the fluorescent properties of all expressed muteins were identically equal to wild-type eGFP, which is a reliable marker for the intact barrel structure of the protein. Trypsin digestion and HPLC were deployed to confirm each protein variant's correct sequence and mass.
The second part of this work focuses on the conjugation of cargo molecules deploying the chosen approaches. Solid-phase peptide synthesis was used to create a peptide that served as a lysine donor substrate in the crosslinking mechanism of FXIIIa. Additionally, the peptide was provided with a cysteine moiety to allow for highly flexible and simple loading of desired cargo molecules via conventional thiol-Michael addition, thus establishing an adaptive labeling platform. The effective ligation was critically reviewed and confirmed by monitoring the exact mass changes by HPLC. Protocols for attaching payloads such as biotin and PEG to the linker peptide were elaborated. While the biotin construct was successfully conjugated to the model protein, the eGFP-PEG linkage was not achieved judging by SDS-PAGE analysis. Furthermore, featuring isolated peptide sequences, the properties of the FXIIIa-mediated reaction were characterized in detail. Relative substrate turnover, saturation concentrations, by-product formation, and incubation time were comprehensively analyzed through HPLC to identify optimal reaction conditions. CuAAC was successfully used to label the Plk-eGFP mutein with Azide-biotin, demonstrated by western blot imaging.
Within the last part of this study, the application of the conjugation systems was extended to different surfaces. As regular surfaces do not allow for immediate decoration, supplementary functionalization techniques like gold-thiol interaction and silanization on metal oxides were deployed. That way gold-segmented nanowires and Janus particles were loaded with enoxaparin and DNA, respectively. Nickel and cobalt nanowires were modified with silanes that served as linker molecules for subsequent small molecule attachment or PEGylation. Finally, the eGFP muteins were bound to a particle surface in a site-specific manner. Beads displaying amino groups were utilized to demonstrate the effective use of FXIIIa in surface modification. Moreover, the bead’s functional moieties were converted to azides to enable CuAAC “Click Chemistry” and direct comparison. Each modification was analyzed and confirmed through fluorescence microscopy.
The aim of the present work was to improve drug monitoring in patients with various diseases in the context of precision medicine. This was pursued through the development and validation of mass spectrometric methods for determining the drug concentrations of kinase inhibitors and their clinical application. Besides conventional approaches to determine plasma level concentrations, the focus was also on alternative sampling techniques using volumetric absorptive microsampling (VAMS).
A conventional LC-MS/MS method was developed for the determination of cabozantinib in human EDTA plasma and validated according to the guidelines of the European and United States drug authorities (EMA, FDA). The method met the required criteria for linearity, accuracy and precision, selectivity, sensitivity, and stability of the analyte. Validation was also performed for dilution integrity, matrix effect, recovery, and carry-over, with results also in accordance with the requirements. The importance of monitoring the exposure of cabozantinib was demonstrated by a clinical case report of a 34-year-old female patient with advanced adrenocortical carcinoma who also required hemodialysis due to chronic kidney failure. Expected cabozantinib plasma concentrations were simulated for this off-label use based on a population pharmacokinetic model. It was shown that the steady state trough levels were much lower than expected but could not be explained by hemodialysis. Considering the critical condition and potential drug-drug interaction with metyrapone, a substance the patient had taken among several others during the observation period, individual pharmacokinetics could consequently not be estimated without drug monitoring.
In addition, a VAMS method for simultaneous determination of ten kinase inhibitors from capillary blood was developed. This microsampling technique was mainly characterized by the collection of a defined volume of blood, which could be dried and subsequently analyzed. The guidelines for bioanalytical method validation of the EMA and FDA were also used for this evaluation. As the nature of dried blood samples differs from liquid matrices, further parameters were investigated. These include the investigation of the hematocrit effect, process efficiency, and various stability conditions, for example at increased storage temperatures. The validation showed that the developed method is suitable to analyze dried matrix samples accurate, precise, and selective for all analytes. Apart from the stability tests, all acceptance criteria were met. The decreased stability of two analytes was probably due to the reproducible but reduced recovery. In vitro studies provided results on the VAMS-to-plasma correlation to predict the analyte distribution between both matrices, at least in an exploratory manner. It revealed a heterogeneous picture of analytes with different VAMS-to-plasma distributions. Furthermore, the analysis of 24 patient samples indicated the applicability of at-home VAMS. Both should be confirmed later as part of the clinical validation.
The clinical investigation of the VAMS method pursued two objectives. On the one hand, the simultaneous collection of VAMS and serum samples should enable a conversion of the determined concentrations and, on the other hand, the feasibility of autonomous microsampling at home should be examined more closely. For the former, it could be shown that different conversion methods are suitable for converting VAMS concentrations into serum levels. The type of conversion was secondary for the prediction. However, the previously defined criteria could not be fulfilled for all five kinase inhibitors investigated. The framework conditions of the study led to increased variability, especially for analytes with short half-life. A low and varying hematocrit, caused by the underlying disease, also made prediction difficult for a specific patient collective. For the second objective, investigating the feasibility of VAMS, different aspects were considered. It could be shown that the majority of patients support home-based microsampling. The acceptance is likely to increase even further when microsampling is no longer part of a non-interventional study, but participation is accompanied by targeted monitoring and subsequent adjustment of the therapy. The fact that additional training increases understanding of the correct sampling procedure is also a source of confidence. Demonstrated stability during storage under real-life conditions underlines the practicality of this sampling technique.
Taken together, mass spectrometric methods for both plasma and VAMS could be developed and validated, and their clinical application could be successfully demonstrated. The availability of simple bioanalytical methods to determine kinase inhibitor exposure could improve access to prospective studies and thus facilitate the implementation of routine therapeutic drug monitoring.
The relationship between a farmer and their cultivated crops in agriculture is multifaceted, with pathogens affecting both the farmer and crop, and weeds that take advantage of resources provided by farmers. For my doctoral thesis, I aimed to gain a comprehensive understanding of the ecology and symbiosis of fungus farming ambrosia beetles.
Through my research, I discovered that the microbial composition of fungus gardens, particularly the mutualists, is significantly influenced by the presence of both adults and larvae. The recognition of both beneficial and harmful symbionts is crucial for the success of ambrosia beetles, who respond differently depending on their life stage and the microbial species they encounter, which can contribute to the division of labour among family groups. The presence of antagonists and pathogens in the fungus garden depends on habitat and substrate quality, and beetle response to their introduction results in behavioural and developmental changes. Individual and social immunity measures, as well as changes in bacterial and fungal communities, were detected as a result of pathogen introduction. Additionally, the ability of ambrosia beetles to establish two nutritional fungal species depends on several factors. These insects must strike a balance between their essential functions and adapt to the constantly changing ecological and social conditions, which demonstrates their adaptive flexibility. However, interpreting data from laboratory studies should be approached with caution, as the natural environment allows for more flexibility and the potential for other beneficial symbionts to become more prominent if required.
To aid in my research, I designed primers that use the ‘fungal large subunit’ (LSU) as genetic marker to identify and differentiate mutualistic and antagonistic fungi in X. saxesenii. The primers were able to distinguish closely related species of the Ophiostomataceae and other fungal symbionts. This allowed me to associate the abundance of key fungal taxa with factors such as the presence of beetles, the nest's age and condition, and the various developmental stages present. My primers are a valuable tool for understanding fungal communities, including their composition and the identification of previously unknown functional symbionts. However, some aspects should be approached with caution due to the exclusion of non-amplified taxa in the relative fungal community compositions.
A highly regulated microenvironment is essential in maintaining normal functioning of the central nervous system (CNS). The existence of a biological barrier, termed as the blood-brain barrier (BBB), at the blood to brain interface effectively allows for selective passage of substances and pathogens into the brain (Kadry, Noorani et al. 2020). The BBB chiefly serves in protecting the brain from extrinsic toxin entry and pathogen invasions. The BBB is formed mainly by brain capillary endothelial cells (BCECs) which are responsible for excluding ∼ 100% of large-molecule neurotherapeutics and more than 98% of all small-molecule drugs from entry into the brain. Minimal BBB transport of major potential CNS drugs allows for attenuated effective treatments for majority of CNS disorders (Appelt-Menzel, Oerter et al. 2020). Animals are generally used as model systems to study neurotherapeutic delivery into the brain, however due to species based disparity, experimental animal models lead to several false positive or false negative drug efficacy predictions thereby being unable to fully predict effects in humans (Ruck, Bittner et al. 2015). An example being that over the last two decades, much of the studies involving animals lead to high failure rates in drug development with ~ 97% failure in cancers and ~ 99% failure for Alzheimer´s disease (Pound 2020). Widespead failures in clinical trials associated with neurological disorders have resulted in questions on whether existing preclinical animal models are genuinely reflective of the human condition (Bhalerao, Sivandzade et al. 2020). Apart from high failure rates in humans, the costs for animal testings is extremely high. According to the Organisation for Economic Co-operation and Development (OECD), responsible for determining animal testing guidelines and methodology for government, industry, and independent laboratories the average cost of a single two-generation reproductive animal toxicity study worldwide is 318,295 € and for Europe alone is ~ 285,842 € (Van Norman 2019). Due to these reasons two separate movements exist within the scientific world, one being to improve animal research and the other to promote new approach methodologies with the European government setting 2025 - 2035 as a deadline for gradually disposing the use of animals in pharmaceutical testing (Pound 2020).
The discovery of human induced pluripotent stem cell (hiPSC) technology in 2006 (Takahashi and Yamanaka 2006, Takahashi, Tanabe et al. 2007) revolutionized the field of drug discovery in-vitro. HiPSCs can be differentiated into various tissue types that mimic disease phenotypes, thereby offering the possibility to deliver humanized in-vitro test systems. With respect to the BBB, several strategies to differentiate hiPSCs to BCECs (iBCECs) are reported over the years (Appelt-Menzel, Oerter et al. 2020). However, iBCECs are said to possess an epithelial or undifferentiated phenotype causing incongruity in BBB lineage specifications (Lippmann,
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Azarin et al. 2020). Therefore, in order to identify a reliable differentiation strategy in deriving iBCECs possessing hallmark BBB characteristics, which can be used for downstream applications, the work in this thesis compared two methods, namely the co-differentiation (CD) and the directed differentiation (DD). Briefly, CD mimics a brain like niche environment for iBCEC specification (Lippmann, Al-Ahmad et al. 2014), while DD focuses on induction of the mesoderm followed by iBCEC specification (Qian, Maguire et al. 2017). The results obtained verified that while iBCECs derived via CD, in comparison to human BCEC cell line hCMEC/D3 showed the presence of epithelial transcripts such as E-Cadherin (CDH1), and gene level downregulation of endothelial specific platelet endothelial cell adhesion molecule-1 (PECAM-1) and VE-cadherin (CDH5) but demonstrated higher barrier integrity. The CD strategy essentially presented iBCECs with a mean trans-endothelial electrical resistance (TEER) of ~ 2000 – 2500 Ω*cm2 and low permeability coefficients (PC) of < 0.50 μm/min for small molecule transport of sodium fluorescein (NaF) and characteristic BCEC tight junction (TJ) protein expression of claudin-5 and occludin. Additionally, iBCECs derived via CD did not form tubes in response to angiogenic stimuli. DD on the other hand resulted in iBCECs with similar down regulations in PECAM-1 and CDH5 gene expression. They were additionally characterized by lower barrier integrity, measured by mean TEER of only ~ 250 – 450 Ω*cm2 and high PC of > 5 μm/min in small molecule transport of NaF. Although iBCECs derived via DD formed tubes in response to angiogenic stimuli, they did not show positive protein expression of characteristic BCEC TJs such as claudin-5 and occludin. These results led to the hypothesis that maturity and lineage specification of iBCECs could be improved by incorporating in-vivo like characteristics in-vitro, such as direct co-culture with neurovascular unit (NVU) cell types via spheroid formation and by induction of shear stress and fluid flow. In comparison to standard iBCEC transwell mono-cultures, BBB spheroids showed enhanced transcript expression of PECAM-1 and reduced expression of epithelial markers such as CDH1 and claudin-6 (CLDN6). BBB spheroids showed classical BCEC-like ultrastructure that was identified by TJ particles on the protoplasmic face (P-face) and exoplasmic face (E-face) of the plasma membrane. TJ strands were organized as particles and particle-free grooves on the E-face, while on the P-face, partly beaded particles and partly continuous strands were identified. BBB spheroids also showed positive protein expression of claudin-5, VE-cadherin, PECAM-1, glucose transporter-1 (GLUT-1), P-glycoprotein (P-gp) and transferrin receptor-1 (Tfr-1). BBB spheroids demonstrated higher relative impedance percentages in comparison to spheroids without an iBCEC barrier. Barrier integrity assessments additionally corresponded with lower permeability to small molecule tracer NaF, with spheroids containing iBCECs showing higher relative fluorescence unit percentages (RFU%) of ~ 90% in apical compartments, compared to ~ 80% in spheroids without iBCECs. In summary, direct cellular contacts in the complex spheroid model resulted in enhanced maturation of iBCECs.
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A bioreactor system was used to further assess the effect of shear stress. This system enabled inclusion of fluidic flow and shear stress conditions in addition to non-invasive barrier integrity measurements (Choi, Mathew et al. 2022). iBCECs were cultured for a total of seven days post differentiation (d17) within the bioreactor and barrier integrity was non-invasively monitored. Until d17 of long-term culture, TEER values of iBCECs steadily dropped from ~ 1800 Ω*cm2 ~ 400 Ω*cm2 under static conditions and from ~ 2500 Ω*cm2 to ~ 250 Ω*cm2 under dynamic conditions. Transcriptomic analyses, morphometric analyses and protein marker expression showed enhanced maturation of iBECs under long-term culture and dynamic flow. Importantly, on d10 claudin-5 was expressed mostly in the cytoplasm with only ~ 5% iBCECs showing continuous staining at the cell borders. With increase in culture duration, iBCECs at d17 of static culture showed ~ 18% of cells having continuous cell border expression, while dynamic conditions showed upto ~ 30% of cells with continuous cell-cell border expression patterns. Similarly, ~ 33% of cells showed cell-cell border expression of occludin on d10 with increases to ~ 55% under d17 static and up to ~ 65% under d17 dynamic conditions, thereby indicating iBCEC maturation.
In conclusion, the data presented within this thesis demonstrates the maturation of iBCECs in BBB spheroids, obtained via direct cellular contacts and by the application of flow and shear stress. Both established novel models need to be further validated for pharmaceutical drug applications together with in-vitro-in-vivo correlations in order to exploit their full potential.
Die vorliegende Arbeit befasst sich mit der Darstellung und Reaktivität neutraler Diboraarene, wobei im ersten Teil die Synthese neuer Metallkomplexe eines cAAC-stabilisierten (cAAC = cyclisches Alkyl(amino)carben) 1,4-Diborabenzols sowie deren Folgereaktivität im Fokus steht. Im zweiten Abschnitt wird die Reaktivität des Diborabenzols und eines cAAC-stabilisierten 9,10-Diboraanthracens gegenüber Hauptgruppenelementverbindungen untersucht und vergleichend gegenübergestellt. Darauffolgend werden neben der Synthese neuer Metallkomplexe des Diboraanthracens auch weitere Reaktivitätsuntersuchungen der Verbindung behandelt. Der letzte Teil der Arbeit befasst sich mit der Darstellung neuartiger neutraler und cAAC-stabilisierter Diboraacene über eine Modulation des π-Systems. Dabei wird der synthetische Zugang zu einem 1,4-Diboranaphthalin und einem 6,13-Diborapentacen ermöglicht und ausgewählte Reaktivitäten beider Verbindungen demonstriert.
In dieser Arbeit wurde der Einfluss sozialer Stresserfahrung sowie des 5-Htt-Genotyps auf die neuronale Morphologie bestimmter Hirnregionen anhand eines Mausmodells untersucht. Es wurde in mit Golgi-Cox gefärbten Gehirnen der 5-HTT-KO-Linie in der lateralen Amygdala (LA) die Apikal- und Basaldendriten pyramidenzellähnlicher Neurone und die Apikaldendriten der Pyramidenzellen der Cornu ammonis (CA)3-Region des Hippocampus mithilfe des Neurolucidasystems rekonstruiert und die so gewonnenen Daten anschließend statistisch ausgewertet.
Die erzielten Ergebnisse belegen, dass vor allem die Erfahrung von sozialem Verteidigungsstress aber auch der 5-Htt-Genotyp (WT, HET, KO) im Mausmodell signifikanten Einfluss auf die Morphologie der Neurone der LA und der CA3-Region besitzen. Um die in dieser Arbeit mit allen drei 5-Htt-Genotypen erzielten Ergebnisse der LA-Neurone besser mit den Ergebnissen von Nietzer und Bonn (nur WT, KO) vergleichen zu können (Nietzer et al., 2011), wurden die von mir erhobenen Daten nicht nur in einem 3er-Vergleich, sondern auch einem 2er-Vergleich (WT vs. KO) statistisch analysiert. Untersuchungen der LA-Neurone aller drei 5-Htt-Genotypen zeigen, dass sozialer Stress zu einer Zunahme der Komplexität der Dendritenbäume durch längere und auch stärker verzweigte Dendriten vor allem in der Gruppe der WT-Mäuse führt. HET- und KO-Mäuse zeigten keinen entsprechenden Stress-Effekt. Darüber hinaus zeigten sich deutliche Genotypeffekte. Unabhängig vom Stresserleben besitzen HET-Mäuse längere Dendriten als WT-Mäuse sowie eine höhere Spinedichte als WT- und KO-Mäuse. Die Hypothese, die in der Arbeit von Nietzer et al. aufgestellt wurde, dass eine vollständige 5-HTT-Defizienz zu mehr Spines führt, ließ sich hier weder durch den 3er- noch durch den 2er-Vergleich replizieren. Die Pyramidenzellen der CA3-Region, die in dieser Studie zum ersten Mal analysiert wurden, zeigen in Bezug auf die durch den Stress ausgelösten Veränderungen ein im Vergleich zu den LA-Neuronen entgegengesetzten Effekt. Der soziale Stress führt hier zu einer Dendritenatrophie in der WT-Gruppe mit kürzeren und weniger komplexen Dendriten. Außerdem führte er zu einer geringeren Spinedichte bei den HET-Mäusen. Es zeigten sich klare Genotypeffekte, unabhängig von der Stresserfahrung, mit einer reduzierten Spinedichte der KO-Mäuse gegenüber den WT-Mäusen und einer nur in den Kontrollen detektierten, reduzierten Spinedichte der KO-Mäuse im Vergleich zu den WT- und HET-Mäusen. Sowohl in der LA als auch in der CA3-Region lassen sich Kompensationsmechanismen des 5-HTT-Defizits der HET-Tiere vermuten, über die die KO-Tiere nicht verfügen.
Die in LA und CA3 gezeigten gegensätzlichen Auswirkungen des sozialen Stresses weisen auf die unterschiedlichen Funktionen dieser beiden Regionen im Furchtkreislauf und/oder bei der Verarbeitung von Stress hin. Darüber hinaus deutet diese Arbeit darauf hin, dass Arbeiten mit ähnlichen Untersuchungsmethoden und sogar gleichem Untersuchungsmaterial unterschiedliche Ergebnisse liefern können.
Ubiquitination is an important post-translational modification that maintains cellular homeostasis by regulating various biological processes. Deubiquitinases (DUBs) are enzymes that reverse the ubiquitination process by catalyzing the removal of ubiquitin from a substrate. Abnormal expression or function of DUBs is often associated with the onset and progression of various diseases, including cancer. Ubiquitin specific proteases (USPs), which constitute the largest family of DUBs in humans, have become the center of interest as potential targets in cancer therapy as many of them display increased activity or are overexpressed in a range of malignant tumors or the tumor microenvironment.
Two related members of the USP family, USP28 and USP25, share high sequence identities but play diverse biological roles. USP28 regulates cell proliferation, oncogenesis, DNA damage repair and apoptosis, whereas USP25 is involved in the anti-viral response, innate immunity and ER-associated degradation in addition to carcinogenesis. USP28 and USP25 also exhibit different oligomeric states – while USP28 is a constitutively active dimer, USP25 assumes an auto-inhibited tetrameric structure. The catalytic domains of both USP28 and USP25 comprise the canonical, globular USP-domain but contain an additional, extended insertion site called USP25/28 catalytic domain inserted domain (UCID) that mediates oligomerization of the proteins. Disruption of the USP25 tetramer leads to the formation of an activated dimeric protein. However, it is still not clear what triggers its activation.
Due to their role in maintaining and stabilizing numerous oncoproteins, USP28 and USP25 have emerged as interesting candidates for anti-cancer therapy. Recent advances in small-molecular inhibitor development have led to the discovery of relatively potent inhibitors of USP28 and USP25. This thesis focuses on the structural elucidation of USP28 and the biochemical characterization of USP28/USP25, both in complex with representatives of three out of the eight compound classes reported as USP28/USP25-specific inhibitors. The crystal structures of USP28 in complex with the AZ compounds, Vismodegib and FT206 reveal that all three inhibitor classes bind into the same allosteric pocket distant from the catalytic center, located between the palm and the thumb subdomains (the S1-site). Intriguingly, this binding pocket is identical to the UCID-tip binding interface in the USP25 tetramer, rendering the protein in a locked, inactive conformation. Formation of the binding pocket in USP28 requires a shift in the helix α5, which induces conformational changes and local distortion of the binding channel that typically accommodates the C-terminal tail of Ubiquitin, thus preventing catalysis and abrogating USP28 activity. The key residues of the USP28-inhibitor binding pocket are highly conserved in USP25. Mutagenesis studies of these residues accompanied by biochemical and biophysical assays confirm the proposed mechanism of inhibition and similar binding to USP25.
This work provides valuable insights into the inhibition mechanism of the small molecule compounds specifically for the DUBs USP28 and USP25. The USP28-inhibitor complex structures offer a framework to develop more specific and potent inhibitors.
Die vorliegende Arbeit thematisiert die Aktivität des autonomen Nervensystems im Vergleich vor versus nach bariatrischer Operation bei ProbandInnen mit morbider Adipositas. Wir untersuchten, ob die Operation und der damit einhergehende Gewichtsverlust drei Monate nach dem bariatrischen Eingriff zu einer Veränderung der Aktivität des autonomen Nervensystems im thorakalen und im motorischen/peripheren Kompartiment führt. Als Parameter dienen für das thorakale Kompartiment die Herzfrequenzvariabilität und für das periphere/motorische Kompartiment vaskuläre (lnRHI und AI) und sudomotorische (Schweißvolumen, Antwortlatenz) Parameter.
Unsere Ergebnisse im thorakalen Kompartiment zeigen einen Anstieg der Herzfrequenzvariabilität 3 Monate nach bariatrischer Operation. Wir schließen uns daher der Hypothese an, die mit morbider Adipositas assoziierte Erhöhung der sympathischen Aktivität im thorakalen Kompartiment könne durch bariatrische Operationen reversibel sein. Im peripheren/motorischen Kompartiment können wir keine eindeutige Veränderung der Aktivität des autonomen Nervensystems vor versus nach bariatrischer Operation beobachten. Andere Studien konnten hierzu deutlichere Ergebnisse erheben, die ebenfalls eine erhöhte sympathische Aktivität im motorischen Kompartiment zeigten, welche nach bariatrischer Operation reversibel war.
Insgesamt können wir die These einer autonomen Imbalance bei Adipositas sowie einer Verringerung der sympathischen Aktivität im thorakalen Kompartiment nach bariatrischer Operation unterstützen. Die Veränderungen im autonomen Nervensystem leisten möglicherweise einen Beitrag zur Verbesserung der kardiovaskulären Gesundheit und der metabolischen Situation nach der bariatrischen Operation.
The production of commodities such as cocoa, rubber, oil palm and cashew, is the main driver of deforestation in West Africa (WA). The practiced production systems correspond to a land managment approach referred to as agroforestry systems (AFS), which consist of managing trees and crops on the same unit of land.Because of the ubiquity of trees, AFS reported as viable solution for climate mitigation; the carbon sequestrated by the trees could be estimated with remote sensing (RS) data and methods and reported as emission reduction efforts. However, the diversity in AFS in relation to their composition, structure and spatial distribution makes it challenging for an accurate monitoring of carbon stocks using RS. Therefore, the aim of this research is to propose a RS-based approach for the estimation of carbon sequestration in AFS across the climatic regions of WA. The main objectives were to (i) provide an accurate classification map of AFS by modelling the spatial distribution of the classification error; (ii) estimate the carbon stock of AFS in the main climatic regions of WA using RS data; (iii) evaluate the dynamic of carbon stocks within AFS across WA. Three regions of interest (ROI) were defined in Cote d'Ivoire and Burkina Faso, one in each climatic region of WA namely the Guineo-Congolian, Guinean and Sudanian, and three field campaigns were carried out for data collection. The collected data consisted of reference points for image classification, biometric tree measurements (diameter, height, species) for biomass estimation. A total of 261 samples were collected in 12 AFS across WA. For the RS data, yearly composite images from Sentinel-1 and -2 (S1 and S2), ALOS-PALSAR and GEDI data were used. A supervised classification using random forest (RF) was implemented and the classification error was assessed using the Shannon entropy generated from the class probabilities. For carbon estimation, different RS data, machine learning algorithms and carbon reference sources were compared for the prediction of the aboveground biomass in AFS. The assessment of the carbon dynamic was carried between 2017 and 2021. An average carbon map was genrated and use as reference for the comparison of annual carbon estimations, using the standard deviation as threshold. As far as the results are concerned, the classification accuracy was higher than 0.9 in all the ROIs, and AFS were mainly represented by rubber (38.9%), cocoa (36.4%), palm (10.8%) in the ROI-1, mango (15.2%) and cashew (13.4%) in ROI-2, shea tree (55.7%) and African locust bean (28.1%) in ROI-3. However, evidence of misclassification was found in cocoa, mango, and shea butter. The assessment of the classification error suggested that the error level was higher in the ROI-3 and ROI-1. The error generated from the entropy was able to reduced the level of misclassification by 63% with 11% of loss of information. Moreover, the approach was able to accuretely detect encroachement in protected areas. On carbon estimation, the highest prediction accuracy (R²>0.8) was obtained for a RF model using the combination of S1 and S2 and AGB derived from field measurements. Predictions from GEDI could only be used as reference in the ROI-1 but resulted in a prediction error was higher in cashew, mango, rubber and cocoa plantations, and the carbon stock level was higher in African locust bean (43.9 t/ha), shea butter (15 t/ha), cashew (13.8 t/ha), mango (12.8 t/ha), cocoa (7.51 t/ha) and rubber (7.33 t/ha). The analysis showed that carbon stock is determined mainly by the diameter (R²=0.45) and height (R²=0.13) of trees. It was found that crop plantations had the lowest biodiversity level, and no significant relationship was found between the considered biodiversity indices and carbon stock levels. The assessment of the spatial distribution of carbon sources and sinks showed that cashew plantations are carbon emitters due to firewood collection, while cocoa plantations showed the highest potential for carbon sequestration. The study revealed that Sentinel data could be used to support a RS-based approach for modelling carbon sequestration in AFS. Entropy could be used to map crop plantations and to monitor encroachment in protected areas. Moreover, field measurements with appropriate allometric models could ensure an accurate estimation of carbon stocks in AFS. Even though AFS in the Sudanian region had the highest carbon stocks level, there is a high potential to increase the carbon level in cocoa plantations by integrating and/or maintaining forest trees.
In der vorliegenden Dissertationsarbeit wurden Sphäroide aus mesenchymalen Stammzellen aus dem Fettgewebe oder dem Knochenmark mittels der Micromold-Methode hergestellt. Den Sphäroiden wurden entweder Calciumphosphat- oder Calcium-Magnesium-Phosphat-Partikel hinzugefügt. Zum einen sollte überprüft werden, ob die Zugabe von Partikeln die osteogene Differenzierung der Sphäroide fördert und somit zur weiteren Entwicklung von körpereigenem Knochenersatzmaterial in der regenerativen Medizin beiträgt. Zum anderen sollte festgestellt werden, ob eine der beiden Biokeramiken hinsichtlich der osteogenen Differenzierung überlegen ist.
Defensive behaviors in response to threats are key factors in maintaining mental and physical health, but their phenomenology remains poorly understood. Prior work reported an inhibition of oculomotor activity in response to avoidable threat in humans that reminded of freezing behaviors in rodents. This notion of a homology between defensive responding in rodents and humans was seconded by concomitant heart rate decrease and skin conductance increase. However, several aspects of this presumed defense state remained ambiguous. For example, it was unclear whether the observed oculomotor inhibition would 1) robustly occur during preparation for threat-avoidance irrespective of task demands, 2) reflect a threat-specific defensive state, 3) be related to an inhibition of somatomotor activity as both motion metrics have been discussed as indicators for freezing behaviors in humans, and 4) manifest in unconstrained settings.
We thus embarked on a series of experiments to unravel the robustness, threat-specificity, and validity of previously observed (oculo)motor and autonomic dynamics upon avoidable threat in humans. We provided robust evidence for reduced gaze dispersion, significantly predicting the speed of subsequent motor reactions across a wide range of stimulus contexts. Along this gaze pattern, we found reductions in body movement and showed that the temporal profiles between gaze and body activity were positively related within individuals, suggesting that both metrics reflect the same construct. A simultaneous activation of the parasympathetic (i.e., heart rate deceleration) and sympathetic (i.e., increased skin conductance and pupil dilation) nervous system was present in both defensive and appetitive contexts, suggesting that these autonomic dynamics are not only sensitive to threat but reflecting a more general action-preparatory mechanism. We further gathered evidence for two previously proposed defensive states involving a decrease of (oculo)motor activity in a naturalistic, unconstrained virtual reality environment. Specifically, we observed a state consisting of a cessation of ongoing behaviors and orienting upon relatively distal, ambiguous threat (Attentive Immobility) while an entire immobilization and presumed allocation of attention to the threat stimulus became apparent upon approaching potential threat (Immobility under Attack).
Taken together, we provided evidence for specific oculomotor and autonomic dynamics upon increasing levels of threat that may inspire future translational work in rodents and humans on shared mechanisms of threat processing, ultimately supporting the development of novel therapeutic approaches.
The relation between LV function and cardiac MRI tissue characteristics in separate myocardial segments and their change over time has yet to be explored in myocarditis. Thus, our research aimed to investigate possible associations between global and regional myocardial T1 and T2 times and peak strain in patients with suspected myocarditis.
From 2012 to 2015, 129 patients with clinically suspected myocarditis of the prospective, observational MyoRacer-Trial underwent systematic biventricular EMB at baseline and cardiac MRI at baseline and after three months as a follow-up. We divided the LV myocardium into 17 segments and estimated the segmental myocardial strain using FT. We registered T1 and T2 maps to the cine sequences and transferred the segmentations used for FT to ensure conformity of the myocardial segments. Multi-level multivariable linear mixed effects regression was applied to investigate the relation of segmental myocardial strain to relaxation times and their respective change from baseline to follow-up.
We found a significant improvement in myocardial peak strain from baseline to follow-up (p < 0.001; all p-values given for likelihood ratio tests) and significant associations between higher T1 and T2 times and lower segmental myocardial peak strain (p ranging from < 0.001 to 0.049). E.g., regression coefficient (Reg. coef.) for segmental radial peak strain in short axis view (SRPS_SAX) and T1 time: -1.9, 95% CI (-2.6;-1.2) %/100 ms, p < 0.001. A decrease in T1 and T2 times from baseline to follow-up was also significantly related to a recovery of segmental peak strains (p ranging from < 0.001 to 0.050). E.g., Reg. coef. for SRPS_SAX per ΔT1: -1.8, 95% CI (-2.5;-1.0) %/100 ms, p < 0.001. Moreover, the higher the baseline T1 time, the more substantial the functional recovery from baseline to follow-up (p ranging from 0.004 to 0.042, e.g., for SRPS_SAX: Reg. coef. 1.3, 95% CI (0.4;2.1) %/100 ms, p 0.004). We did not find an effect modification by the presence of myocarditis in the EMB (p > 0.1).
Our cross-sectional and longitudinal analyses provide evidence of dose-dependent correlations between T1 and T2 relaxation times and myocardial peak strain in patients with clinical presentation of myocarditis, regardless of the EMB result. Thus, assessing strain values and mapping relaxation times helps estimate the functional prognosis in patients with clinically suspected myocarditis.
Colorectal cancer (CRC) is the second most common tumour disease in Germany, with the sequential accumulation of certain mutations playing a decisive role in the transition from adenoma to carcinoma. In particular, deregulation of the Wnt signalling pathway and the associated deregulated expression of the MYC oncoprotein play a crucial role. Targeting MYC thus represents an important therapeutic approach in the treatment of tumours. Since direct inhibition of MYC is challenging, various approaches have been pursued to date to target MYC indirectly. The MYC 5' UTR contains an internal ribosomal entry site (IRES), which has a particular role in the initiation of MYC translation, especially in multiple myeloma. As basis for this work, it was hypothesised on the basis of previous data that translation of MYC potentially occurs via its IRES in CRC as well. Based on this, two IRES inhibitors were tested for their potential to regulate MYC expression in CRC cells. In addition, alternative, 5’ UTR-dependent translation of MYC and interacting factors were investigated. EIF3D was identified as a MYC 5' UTR binding protein which has the potential to regulate MYC expression in CRC. The results of this work suggest that there is a link between eIF3D and MYC expression/translation, rendering eIF3D a potential therapeutic target for MYC-driven CRCs.
Die Arbeit befasst sich mit der Akademisierung und Professionalisierung der Zahnheilkunde, insbesondere der Zahnchirurgie, in Würzburg und Unterfranken im 19. Jahrhundert. Dies wurde insbesondere anhand des zahnchirurgischen Teils der Lehrchirurgischen Instrumentensammlung der Universität Würzburg bzw. des Juliusspitals erforscht. Der zahnchirurgische Teil der Instrumentensammlung war bisher noch nicht erforscht worden und besteht aktuell aus 34+1 Instrumenten, die für diese Arbeit komplett katalogisiert wurden. Für die Entwicklung der Instrumente im Verlauf des 19. Jahrhunderts wurde die Provenienz der Teilsammlung ergründet und diese in den Kontext der Akademisierungsbewegung des 19. Jahrhunderts eingeordnet.
Die Forschung wurde anhand der tatsächlich in der Praxis tätigen und nach und nach akademisch ausgebildeten Personen nachvollzogen. Hierzu wurden neben den Instrumenten als Quelle die Adressbücher der Stadt Würzburg und die Matrikel-, Personal- und Vorlesungsverzeichnisse der Universität Würzburg des gesamten 19. Jahrhunderts systematisch durchgearbeitet. Außerdem wurden Lehrbücher aus dem nichtakademischen zahnchirurigischen Bereich (Bader) mit denen aus dem sich beginnenden akademischen Bereich analysiert. Anhand dieser Forschungsarbeit konnte dargelegt werden, dass die Zahnchirurgie sich analog zur Chiurgie aus dem handwerklichen Bereich abgekoppelt und nach und nach auf verschiedenen Stufen akademisiert hat. Die Zahnchirurgie hat sich "von unten nach oben" durch das Bestreben nichtakademisch ausgebildeter Menschen akademisiert.
Colon carcinomas (CRC) are statistically among the most fatal cancer types and hence one of the top reasons for premature mortality in the developed world. CRC cells are characterized by high proliferation rates caused by deregulation of gene transcription of proto-oncogenes and general chromosomal instability. On macroscopic level, CRC cells show a strongly altered nutrient and energy metabolism.
This work presents research to understand general links between the metabolism and transcription alteration. Mainly focussing on glutamine dependency, shown in colon carcinoma cells and expression pathways of the pro-proliferation protein c-MYC.
Previous studies showed that a depletion of glutamine in the cultivation medium of colon carcinoma cell lines caused a proliferation arrest and a strong decrease of overall c-MYC levels. Re-addition of glutamine quickly replenished c-MYC levels through an unknown mechanism. Several proteins altering this regulation mechanism were identified and proposed as possible starting point for further in detail studies to unveil the precise biochemical pathway controlling c-MYC translation repression and reactivation in a rapid manner.
On a transcriptional level the formation of RNA:DNA hybrids, so called R-loops, was observed under glutamine depleted conditions. The introduction and overexpression of RNaseH1, a R-loop degrading enzyme, in combination with an ectopically expressed c-MYC variant, independent of cellular regulation mechanisms by deleting the regulatory 3’-UTR of the c-MYC gene, lead to a high rate of apoptotic cells in culture. Expression of a functionally inactive variant of RNaseH1 abolished this effect. This indicates a regulatory function of R-loops formed during glutamine starvation in the presence of c-MYC protein in a cell. Degradation of R-loops and high c-MYC levels in this stress condition had no imminent effect on the cell cycle progression is CRC cells but disturbed the nucleotide metabolism. Nucleotide triphosphates were strongly reduced in comparison to starving cells without R-loop degradation and proliferating cells.
This study proposes a model of a terminal cycle of transcription termination, unregulated initiation and elongation of transcription leading to a depletion of energy resources of cells. This could finally lead to high apoptosis of the cells. Sequencing experiments to determine a coinciding of termination sites and R-loop formation sides failed so far but show a starting point for further studies in this essential survival mechanism involving R-loop formation and c-MYC downregulation.
Over the years, hydrogels have been developed and used for a huge variety of different applications ranging from drug delivery devices to medical products. In this thesis, a poly(2-methyl-2-oxazoline) (POx) / poly(2-n-propyl-2-oxazine) (POzi) bioink was modified and analyzed for the use in biofabrication and targeted drug delivery. In addition, the protein fibrinogen (Fbg) was genetically modified for an increased stability towards plasmin degradation for its use as wound sealant.
In Chapter 1, a thermogelling, printable POx/POzi-based hydrogel was modified with furan and maleimide moieties in the hydrophilic polymer backbone facilitating post-printing maturation of the constructs via Diels-Alder chemistry. The modification enabled long-term stability of the hydrogel scaffolds in aqueous solutions which is necessary for applications in biofabrication or tissue engineering. Furthermore, we incorporated RGD-peptides into the hydrogel which led to cell adhesion and elongated morphology of fibroblast cells seeded on top of the scaffolds. Additional printing experiments demonstrate that the presented POx/POzi system is a promising platform for the use as a bioink in biofabrication.
Chapter 2 highlights the versatility of the POx/POzi hydrogels by adapting the system to a use in targeted drug delivery. We used a bioinspired approach for a bioorthogonal conjugation of insulin-like growth factor I (IGF-I) to the polymer using an omega-chain-end dibenzocyclooctyne (DBCO) modification and a matrix metalloprotease-sensitive peptide linker. This approach enabled a bioresponsive release of IGF-I from hydrogels as well as spatial control over the protein distribution in 3D printed constructs which makes the system a candidate for the use in personalized medicine.
Chapter 3 gives a general overview over the necessity of wound sealants and the current generations of fibrin sealants on the market including advantages and challenges. Furthermore, it highlights trends and potential new strategies to tackle current problems and broadens the toolbox for future generations of fibrin sealants.
Chapter 4 applies the concepts of recombinant protein expression and molecular engineering to a novel generation of fibrin sealants. In a proof-of-concept study, we developed a new recombinant fibrinogen (rFbg) expression protocol and a Fbg mutant that is less susceptible to plasmin degradation. Targeted lysine of plasmin cleavage sites in Fbg were exchanged with alanine or histidine in different parts of the molecule. The protein was recombinantly produced and restricted plasmin digest was analyzed using high resolution mass spectrometry. In addition to that, we developed a novel time resolved screening protocol for the detection of new potential plasmin cleavage sites for further amino acid exchanges in the fibrin sealant.
Kovalente Inhibition stellt einen effektiven Weg dar, die Verweildauer des Liganden innerhalb einer Bindetasche zu erhöhen. In dieser Arbeit wurden theoretische Methoden angewendet, um die Reaktivität und den nichtkovalenten Zustand vor der Reaktion zu modellieren. Im Rahmen einer Fallstudie zu Cathepsin K wurden nichtkovalente Modelle von kovalenten Inhibitoren generiert. Für verschiedene Komplexe aus Cathepsin K und einem kovalent gebundenem Liganden wurde der Zustand vor der Reaktion modelliert und dessen Stabilität im Rahmen einer klassischen MD-Simulation überprüft. Die Stabilität des Warheads in der Bindetasche hing hauptsächlich vom gewählten Protonierungszustand der katalytischen Aminosäuren ab. Für eine Reihe von Inhibitoren der ChlaDUB1 wurde ein Protokoll aus quantenmechanischen Rechnungen genutzt, um die Reaktivität verschiedener Warheads abzuschätzen. Die erhaltenen Aktivierungsenergien korrelierten mit experimentell bestimmten Raten zur Inaktivierung des Enzyms. Im Rahmen eines Wirkstoffdesign-Projektes zur Deubiquitinase USP28 wurden von unpublizierten Kristallstrukturen ausgehend erste Docking-Experimente durchgeführt. Es konnte gezeigt werden, dass ein literaturbekannter Inhibitor von USP28 mit einem Warhead so modifiziert werden kann, dass die reaktive Einheit in direkter Nachbarschaft zu einem Cystein positioniert wird. Für diese Warheads wurden ebenfalls quantenmechanische Rechnungen zur Bestimmung der Aktivierungsenergie durchgeführt. Um besser nachvollziehen zu können, warum bei einem Photoswitch-Inhibitor der Butyrylcholin-Esterase der cis-Zustand des Moleküls besser inhibiert als der trans-Zustand, wurde eine Docking-Studie des Zustandes vor der Reaktion durchgeführt. Es konnte ein qualitatives Modell aufgestellt werden, das zeigt, dass der trans-Zustand aufgrund seiner längeren Form mit wichtigen Aminosäuren am Eingang der Bindungstasche kollidiert.
This thesis investigates the charged moments and the symmetry-resolved
entanglement entropy in the context of the AdS3/CFT2 duality. In the
first part, I focus on the holographic U(1) Chern-Simons-Einstein gravity,
a toy model of AdS3/CFT2 with U(1) Kac-Moody symmetry. I
start with the vacuum background with a single entangling interval. I
show that, apart from a partition function in the grand canonical ensemble,
the charged moments can also be interpreted as the two-point
function of vertex operators on the replica surface. For the holographic
description, I propose a duality between the bulk U(1) Wilson line and
the boundary vertex operators. I verify this duality by deriving the
effective action for the Chern-Simons fields and comparing the result
with the vertex correlator. In the twist field approach, I show that the
charged moments are given by the correlation function of the charged
twist operators and the additional background operators. To solve the
correlation functions involved, I prove the factorization of the U(1) extended
conformal block into a U(1) block and a Virasoro block. The
general expression for the U(1) block is derived by directly summing
over the current descendant states, and the result shows that it takes
an identical form as the vertex correlators. This leads to the conclusion
that the disjoint Wilson lines compute the neutral U(1) block. The final
result for the symmetry-resolved entanglement entropy shows that
it is always charge-independent in this model. In the second part, I
study charged moments in higher spin holography, where the boundary
theory is a CFT with W3 symmetry. I define the notion of the
higher spin charged moments by introducing a spin-3 modular charge
operator. Restricting to the vacuum background with a single entangling
interval, I employ the grand canonical ensemble interpretation
and calculate the charged moments via the known higher spin black
hole solution. On the CFT side, I perform a perturbative expansion for
the higher spin charged moments in terms of the connected correlation
functions of the spin-3 modular charge operators. Using the recursion
relation for the correlation functions of the W3 currents, I evaluate the
charged moments up to the quartic order of the chemical potential. The
final expression matches with the holographic result. My results both
for U(1) Chern-Simons Einstein gravity and W3 higher spin gravity
constitute novel checks of the AdS3/CFT2 correspondence.
Interactions between host and pathogen determine the development, progression and outcomes
of disease. Medicine benefits from better descriptions of these interactions through increased
precision of prevention, diagnosis and treatment of diseases. Single-cell genomics is a
disruptive technology revolutionizing science by increasing the resolution with which we study
diseases. Cell type specific changes in abundance or gene expression are now routinely investigated
in diseases. Meanwhile, detecting cellular phenotypes across diseases can connect
scientific fields and fuel discovery. Insights acquired through systematic analysis of high resolution
data will soon be translated into clinical practice and improve decision making. Therefore,
the continued use of single-cell technologies and their application towards clinical samples will
improve molecular interpretation, patient stratification, and the prediction of outcomes.
In the past years, I was fortunate to participate in interdisciplinary research groups bridging
biology, clinical research and data science. I was able to contribute to diverse projects through
computational analysis and biological interpretation of sequencing data. Together, we were
able to discover cellular phenotypes that influence disease progression and outcomes as well
as the response to treatment. Here, I will present four studies that I have conducted in my PhD.
First, we performed a case study of relapse from cell-based immunotherapy in Multiple Myeloma.
We identified genomic deletion of the epitope as mechanism of immune escape and implicate
heterozygosity or monosomy of the genomic locus at baseline as a potential risk factor. Second,
we investigated the pathomechanisms of severe COVID-19 at the earliest stage of the COVID-
19 pandemic in Germany in March 2020. We discovered that profibrotic macrophages and
lung fibrosis can be caused by SARS-CoV-2 infection. Third, we used a mouse model of chronic
infection with Staphylococcus aureus that causes Osteomyelitis similar to the human disease.
We were able to identify dysregulated immunometabolism associated with the generation of
myeloid-derived suppressor cells (MDSC). Fourth, we investigated Salmonella infection of the
human small intestine in an in vitro model and describe features of pathogen invasion and host
response.
Overall, I have been able to successfully employ single-cell sequencing to discover important
aspects of diseases ranging from development to treatment and outcome. I analyzed samples
from the clinics, human donors, mouse models and organoid models to investigate different
aspects of diseases and managed to integrate data across sample types, technologies and
diseases. Based on successful studies, we increased our efforts to combine data from multiple
sources to build comprehensive references for the integration of large collections of clinical
samples. Our findings exemplify how single-cell sequencing can improve clinical research and
highlights the potential of mechanistic discoveries to drive precision medicine.
Die distale Radiusfraktur gehört zu den häufigsten Frakturen in Deutschland mit einem Inzidenzanstieg im Alter unter Betonung des weiblichen Geschlechts. Dabei zeigt sich ein zunehmender Trend in Richtung operative Versorgung, allen voran die Versorgung mittels winkelstabiler Plattensysteme. Instabile, distale Radiusfrakturen werden dabei vor geplanter operativer Versorgung im Rahmen der Initialbehandlung üblicherweise geschlossen reponiert und im Gipsverband retiniert. Ziel der vorliegenden monozentrischen, prospektiv randomisierten Studie mit zwei Studiengruppen war es herauszufinden, ob sich das Unterlassen der Reposition vor geplanter Operation nachteilig auf das Schmerzniveau in der präoperativen Phase auswirkt und ob sich durch die Dislokation Nachteile in Bezug auf den Nervus medianus im Sinne eines Traktionsschadens sowie bezüglich des klinisch-radiologischen Ausheilungsergebnisses zeigen.
Die Studie zeigte, dass das Schmerzempfinden während der präoperativen Gipsbehandlung unabhängig von einer vorherigen Reposition war. Für den primären Endpunkt an Tag 1 nach der Akutbehandlung konnte statistisch signifikante Nichtunterlegenheit der Gruppe ohne Reposition gegenüber der Gruppe mit Reposition nachgewiesen werden. Gleiches galt für Tag 2, sowohl für die absoluten Schmerzniveaus als auch für die Schmerzlinderung.
Das Unterlassen der Reposition hatte zudem keine nachteiligen Effekte auf den Nervus medianus.
Gleiches zeigte sich für das klinische und radiologische Ausheilungsergebnis. Für die funktionellen DASH- und Krimmer-Scores konnte ein Jahr postoperativ ebenfalls statistisch signifikante Nichtunterlegenheit der Gruppe ohne Reposition nachgewiesen werden.
Diese Erkenntnisse bestätigen die in der Literatur vorhandenen Ergebnisse verschiedener Studien dahingehend, dass das Unterlassen der Reposition keine nachteiligen Effekte auf das postoperative Outcome hat. Einige Studien verdeutlichen zudem, dass es nach Reposition, insbesondere bei Vorliegen gewisser Risiko- und Instabilitätsfaktoren, ohnehin zur sekundären Dislokation kommt, sodass die generelle Notwendigkeit der Reposition vor Gipsanlage sowohl vor einer operativen als auch vor einer konservativen Weiterbehandlung angezweifelt werden
muss.
African trypanosomes are unicellular parasites that cause nagana and sleeping sickness in livestock and man, respectively. The major pathogens for the animal disease include Trypanosoma vivax, T. congolense, and T. brucei brucei, whereas T. b. gambiense and T. b. rhodesiense are responsible for human infections. Given that the bloodstream form (BSF) of African trypanosomes is exclusively extracellular, its cell surface forms a critical boundary with the host environment. The cell surface of the BSF African trypanosomes is covered by a dense coat of immunogenic variant surface glycoproteins (VSGs). This surface protein acts as an impenetrable shield that protects the cells from host immune factors and is also involved in antibody clearance and antigenic variation, which collectively ensure that the parasite stays ahead of the host immune system. Gene expression in T. brucei is markedly different from other eukaryotes: most genes are transcribed as long polycistronic units, processed by trans-splicing a 39-nucleotide mini exon at the 5′ and polyadenylation at the 3′ ends of individual genes to generate the mature mRNA.
Therefore, gene expression in T. brucei is regulated post-transcriptionally, mainly by the action of RNA binding proteins (RBPs) and conserved elements in the 3′ untranslated regions (UTR) of transcripts. The expression of VSGs is highly regulated, and only a single VSG gene is expressed at a time from one of the ~15 subtelomeric domains termed bloodstream expression sites (BES). When cells are engineered to simultaneously express two VSGs, the total VSG mRNA do not exceed the wild type amounts. This suggests that a robust VSG mRNA balancing mechanism exists in T. brucei. The present study uses inducible and constitutive expression of ectopic VSG genes to show that the endogenous VSG mRNA is regulated only if the second VSG is properly targeted to the ER. Additionally, the endogenous VSG mRNA response is triggered when high amounts of the GFP reporter with a VSG 3′UTR is targeted to the ER. Further evidence that non-VSG ER import signals can efficiently target VSGs to the ER is presented. This study suggests that a robust trans-regulation of the VSG mRNA is elicited at the ER through a feedback loop to keep the VSG transcripts in check and avoid overshooting the secretory pathway capacity.
Further, it was shown that induction of expression of the T. vivax VSG ILDat1.2 in T. brucei causes a dual cell cycle arrest, with concomitant upregulation of the protein associated with differentiation (PAD1) expression. It could be shown that T. vivax VSG ILDat1.2 can only be sufficiently expressed in T. brucei after replacing its native GPI signal peptide with that of a T. brucei VSG. Taken together, these data indicate that inefficient VSG GPI anchoring and expression of low levels of the VSG protein can trigger differentiation from slender BSF to stumpy forms. However, a second T. vivax VSG, ILDat2.1, is not expressed in T. brucei even after similar modifications to its GPI signals. An X-ray crystallography approach was utilized to solve the N-terminal domain (NTD) structure of VSG ILDat1.2. This is first structure of a non-T. brucei VSG, and the first of a surface protein of T. vivax to be solved. VSG ILDat1.2 NTD maintains the three-helical bundle scaffold conserved in T. brucei surface proteins. However, it is likely that there are variations in the architecture of the membrane proximal region of the ILDat1.2 NTD and its CTD from T. brucei VSGs. The tractable T. brucei system is presented as a model that can be used to study surface proteins of related trypanosome species, thus creating avenues for further characterization of trypanosome surface coats.
Die von Friedhelm Brusniak und Ulrich Konrad betreute und angenommene Dissertation nimmt den Briefwechsel zwischen August Heinrich Hoffmann von Fallersleben und dem jüngeren Augsburger Kapellmeister und Komponisten Hans Michael Schletterer in den Jahren 1862 bis 1873 in den Blick und dokumentiert dabei Hoffmanns Einfluss auf den Entstehungsprozess der Vertonungen seiner Lieder, besonders seiner Kinderlieder. Die Arbeit beleuchtet zudem den Erfahrungsschatz, den sich der ‚Dichter-Sänger‘ Hoffmann von Fallersleben auch durch die Zusammenarbeit mit anderen Musikern seiner Zeit, vorrangig Ludwig Christian Erk (1807–1883) und Ernst Heinrich Leopold Richter (1805–1876), erworben hatte. Darüber hinaus werden in der Korrespondenz Themen des gesellschaftlichen und politischen Lebens, der privaten und beruflichen Situation beider wie auch Hoffmanns Rolle als väterlicher Berater Schletterers berührt. Die Arbeit darf als neuer substantieller Beitrag der Hoffmann-Forschung und der interdisziplinären Liedforschung angesehen werden, der insbesondere der Kinderliedforschung neue Impulse verleiht.
Among the defense strategies developed in microbes over millions of years, the innate adaptive CRISPR-Cas immune systems have spread across most of bacteria and archaea. The flexibility, simplicity, and specificity of CRISPR-Cas systems have laid the foundation for CRISPR-based genetic tools. Yet, the efficient administration of CRISPR-based tools demands rational designs to maximize the on-target efficiency and off-target specificity. Specifically, the selection of guide RNAs (gRNAs), which play a crucial role in the target recognition of CRISPR-Cas systems, is non-trivial. Despite the fact that the emerging machine learning techniques provide a solution to aid in gRNA design with prediction algorithms, design rules for many CRISPR-Cas systems are ill-defined, hindering their broader applications.
CRISPR interference (CRISPRi), an alternative gene silencing technique using a catalytically dead Cas protein to interfere with transcription, is a leading technique in bacteria for functional interrogation, pathway manipulation, and genome-wide screens. Although the application is promising, it also is hindered by under-investigated design rules. Therefore, in this work, I develop a state-of-art predictive machine learning model for guide silencing efficiency in bacteria leveraging the advantages of feature engineering, data integration, interpretable AI, and automated machine learning. I first systematically investigate the influential factors that attribute to the extent of depletion in multiple CRISPRi genome-wide essentiality screens in Escherichia coli and demonstrate the surprising dominant contribution of gene-specific effects, such as gene expression level. These observations allowed me to segregate the confounding gene-specific effects using a mixed-effect random forest (MERF) model to provide a better estimate of guide efficiency, together with the improvement led by integrating multiple screens. The MERF model outperformed existing tools in an independent high-throughput saturating screen. I next interpret the predictive model to extract the design rules for robust gene silencing, such as the preference for cytosine and disfavoring for guanine and thymine within and around the protospacer adjacent motif (PAM) sequence. I further incorporated the MERF model in a web-based tool that is freely accessible at www.ciao.helmholtz-hiri.de.
When comparing the MERF model with existing tools, the performance of the alternative gRNA design tool optimized for CRISPRi in eukaryotes when applied to bacteria was far from satisfying, questioning the robustness of prediction algorithms across organisms. In addition, the CRISPR-Cas systems exhibit diverse mechanisms albeit with some similarities. The captured predictive patterns from one dataset thereby are at risk of poor generalization when applied across organisms and CRISPR-Cas techniques. To fill the gap, the machine learning approach I present here for CRISPRi could serve as a blueprint for the effective development of prediction algorithms for specific organisms or CRISPR-Cas systems of interest. The explicit workflow includes three principle steps: 1) accommodating the feature set for the CRISPR-Cas system or technique; 2) optimizing a machine learning model using automated machine learning; 3) explaining the model using interpretable AI. To illustrate the applicability of the workflow and diversity of results when applied across different bacteria and CRISPR-Cas systems, I have applied this workflow to analyze three distinct CRISPR-Cas genome-wide screens. From the CRISPR base editor essentiality screen in E. coli, I have determined the PAM preference and sequence context in the editing window for efficient editing, such as A at the 2nd position of PAM, A/TT/TG downstream of PAM, and TC at the 4th to 5th position of gRNAs. From the CRISPR-Cas13a screen in E. coli, in addition to the strong correlation with the guide depletion, the target expression level is the strongest predictor in the model, supporting it as a main determinant of the activation of Cas13-induced immunity and better characterizing the CRISPR-Cas13 system. From the CRISPR-Cas12a screen in Klebsiella pneumoniae, I have extracted the design rules for robust antimicrobial activity across K. pneumoniae strains and provided a predictive algorithm for gRNA design, facilitating CRISPR-Cas12a as an alternative technique to tackle antibiotic resistance.
Overall, this thesis presents an accurate prediction algorithm for CRISPRi guide efficiency in bacteria, providing insights into the determinants of efficient silencing and guide designs. The systematic exploration has led to a robust machine learning approach for effective model development in other bacteria and CRISPR-Cas systems. Applying the approach in the analysis of independent CRISPR-Cas screens not only sheds light on the design rules but also the mechanisms of the CRISPR-Cas systems. Together, I demonstrate that applied machine learning paves the way to a deeper understanding and a broader application of CRISPR-Cas systems.
Cognition refers to the ability to of animals to acquire, process, store and use vital information from the environment. Cognitive processes are necessary to predict the future and reduce the uncertainty of the ever-changing environment. Classically, research on animal cognition focuses on decisive cognitive tests to determine the capacity of a species by the testing the ability of a few individuals. This approach views variability between these tested key individuals as unwanted noise and is thus often neglected. However, inter-individual variability provides important insights to behavioral plasticity, cognitive specialization and brain modularity. Honey bees Apis mellifera are a robust and traditional model for the study of learning, memory and cognition due to their impressive capabilities and rich behavioral repertoire. In this thesis I have applied a novel view on the learning abilities of honey bees by looking explicitly at individual differences in a variety of learning tasks. Are some individual bees consistently smarter than some of her sisters? If so, will a smart individual always perform good independent of the time, the context and the cognitive requirements or do bees show distinct isolated ‘cognitive modules’?
My thesis presents the first comprehensive investigation of consistent individual differences in the cognitive abilities of honey bees. To speak of an individual as behaving consistently, a crucial step is to test the individual multiple times to examine the repeatability of a behavior. I show that free-flying bees remain consistent in a visual discrimination task for three consecutive days. Successively, I explored individual consistency in cognitive proficiency across tasks involving different sensory modalities, contexts and cognitive requirements. I found that free-flying bees show a cognitive specialization between visual and olfactory learning but remained consistent across a simple discrimination task and a complex concept learning task. I wished to further explore individual consistency with respect to tasks of different cognitive complexity, a question that has never been tackled before in an insect. I thus performed a series of four experiments using either visual or olfactory stimuli and a different training context (free-flying and restrained) and tested bees in a discrimination task, reversal learning and negative patterning. Intriguingly, across all these experiments I evidenced the same results: The bees’ performances were consistent across the discrimination task and reversal learning and negative patterning respectively. No association was evidenced between reversal learning and negative patterning. After establishing the existence of consistent individual differences in the cognitive proficiency of honey bees I wished to determine factors which could underlie these differences. Since genetic components are known to underlie inter-individual variability in learning abilities, I studied the effects of genetics on consistency in cognitive proficiency by contrasting bees originating from either from a hive with a single patriline (low genetic diversity) or with multiple patrilines (high genetic diversity). These two groups of bees showed differences in the patterns of individually correlated performances, indicating a genetic component accounts for consistent cognitive individuality. Another major factor underlying variability in learning performances is the individual responsiveness to sucrose solution and to visual stimuli, as evidenced by many studies on restrained bees showing a positive correlation between responsiveness to task relevant stimuli and learning performances. I thus tested whether these relationships between sucrose/visual responsiveness and learning performances are applicable for free-flying bees. Free-flying bees were again subjected to reversal learning and negative patterning and subsequently tested in the laboratory for their responsiveness to sucrose and to light. There was no evidence of a positive relationship between sucrose/visual responsiveness and neither performances of free-flying bees in an elemental discrimination, reversal learning and negative patterning. These findings indicate that relationships established between responsiveness to task relevant stimuli and learning proficiency established in the laboratory with restrained bees might not hold true for a completely different behavioral context i.e. for free-flying bees in their natural environment.
These results show that the honey bee is an excellent insect model to study consistency in cognitive proficiency and to identify the underlying factors. I mainly discuss the results with respect to the question of brain modularity in insects and the adaptive significance of individuality in cognitive abilities for honey bee colonies. I also provide a proposition of research questions which tie in this theme of consistent cognitive proficiency and could provide fruitful areas for future research.
Evaluierung prognostischer und prädiktiver Biomarker beim neoadjuvant vorbehandelten Rektumkarzinom
(2024)
Fragestellung. Osteopontin (OPN) kann im Blut nachgewiesen werden und wird bei vielen Tumorentitäten exprimiert, wie auch der Tyrosinkinaserezeptor c-Met und sein Ligand, das Zytokin Hepatocyte Growth Factor (HGF). In der vorliegenden Arbeit untersuchten wir die prognostische und prädiktive Wertigkeit der Plasmakonzentrationen von OPN, c-Met und HGF bei Patienten mit lokal fortgeschrittenem Rektumkarzinom (LARC).
Methodik. Das Plasma von 63 Patienten mit LARC wurde untersucht. Die Blutentnahmen (EDTA-Plasma) erfolgten vor Therapiebeginn sowie im Verlauf. Die Plasmaspiegel von OPN, c-Met und HGF wurden mittels Enzyme-Linked Immunosorbent Assay analysiert. Die Konzentrationen wurden auf eine Korrelation mit den klinischen Parametern untersucht.
Ergebnisse. 68 Patienten wurden neoadjuvant mit einer Radiochemotherapie behandelt, 63 Blutproben wurden untersucht. Initial befanden sich nach UICC 14 Patienten in Stadium II, 47 in Stadium III und 7 in Stadium IV. Das mediane Follow-Up betrug 29,87 Monate. 20 der 68 Patienten (29,4 %) verstarben, 19 entwickelten Fernmetastasen. OPN korrelierte signifikant mit dem Überleben (p=0,001). OPN-Werte korrelierten mit dem pT-Stadium (R:0,445 p=0,018) und dem pUICC-Stadium (R:0,412 p=0,018), sowie mit dem Auftreten von Fernmetastasen (R:0,271 p=0,031). Eine Korrelation zwischen OPN und dem Therapieansprechen konnte gezeigt werden: pathologisch komplette Remission (pCR) (R:0,379 p=0,001), NAR-Score (R:0,373 p=0,015), TRG (R:0,380 p=0,020). Die logistische Regressionsanalyse ergab eine Prädiktivität OPNs für pCR (OR:0,990 p=0,009), NAR-Score (OR:1,008 p=0,007), TRG (OR:0,459 p=0,008). C-Met und HGF korrelierten nicht mit dem Überleben. Für c-Met und HGF ergab sich keine Korrelation zu initialen klinischen Daten und Therapieansprechen. Die logistische Regression ergab keinen prädiktiven Wert.
Schlussfolgerung. Die Plasmakonzentration von OPN besitzt prognostische und prädiktive Wertigkeit beim LARC. Die Konzentrationen von c-Met und HGF sind nicht prognostisch für das Überleben oder prädiktiv für das Therapieansprechen.
Politische Bildung übt nicht nur einen großen Einfluss auf die zukünftige Konstellation des politischen Systems aus, sondern beeinflusst ebenfalls das soziale Miteinander prägend. Damit werden entscheidende Weichen für die Entwicklung der Gesellschaft, der Nation und des Staates gestellt. Im Zuge dieses Prozesses durchläuft jeder junge Bürger einen politischen Bildungsweg an Schulen. Die Vorgaben darüber, wie schulische politische Bildung auszusehen hat und welche Kompetenzen Schüler in diesem Zusammenhang erwerben sollen, geben die Kultus- bzw. Bildungsministerien in Curricula vor, verbindlich für alle Lehrer. Durch eine komparative Analyse der Curricula kann damit eindeutig die staatlich vorgegebene politische, gesellschaftliche und soziale Richtung festgestellt werden, die junge Menschen einschlagen sollen. Welche edukativen Ziele der politischen Bildung werden verfolgt? Was sollen Schüler lernen, um mit diesen Kompetenzen die Zukunft ihres Kollektivs zu gestalten? Wo liegen die Gemeinsamkeiten und Unterschiede zweier Staaten, in unserem Fall Deutschlands und Polens, im Hinblick auf die schulische politische Bildung? Beantwortet werden diese Fragestellungen durch das Anwenden zweier Methoden der qualitativen Sozialforschung, der komparativen Inhaltsanalyse, zum einen der strukturierenden zum anderen der induktiven. Davor erfolgt eine komparativ quantitative Untersuchung, die den Umfang der Unterrichtszeit in den Leitfächern für politische Bildung in allen Bundesländern und in Polen vergleicht, was einer empirischen Totalerhebung der komplex umfangreichen Daten entspricht. Die quantitativen Forschungsergebnisse zeigen deutliche Differenzen zwischen Deutschland und Polen, in einem der beiden Staaten wird signifikant mehr Zeit für politische Bildung im Leitfach dieser Disziplin investiert als im anderen. Anhand der qualitativen Daten ist zu erkennen, dass einerseits eine gemeinsame Grundbasis von Kompetenzen der politischen Bildung zwischen Deutschland und Polen besteht. Anderseits stechen in beiden Ländern eindeutige Unterschiede hervor, deren Ursprung zum einen historische Erfahrungen der Nationen und Staaten abbildet, zum anderen aktuell gegensätzliche politische Interessen untermauert.
In 2020, cancer was the leading cause of death worldwide, accounting for nearly 10 million deaths. Lung cancer was the most common cancer, with 2.21 million cases per year in both sexes. This non-homogeneous disease is further subdivided into small cell lung cancer (SCLC, 15%) and non-small cell lung cancer (NSCLC, 85%). By 2023, the American Cancer Society estimates that NSCLC will account for 13% of all new cancer cases and 21% of all estimated cancer deaths. In recent years, the treatment of patients with NSCLC has improved with the development of new therapeutic interventions and the advent of targeted and personalised therapies. However, these advances have only marginally improved the five-year survival rate, which remains alarmingly low for patients with NSCLC. This observation highlights the importance of having more appropriate experimental and preclinical models to recapitulate, identify and test novel susceptibilities in NSCLC. In recent years, the Trp53fl/fl KRaslsl-G12D/wt mouse model developed by Tuveson, Jacks and Berns has been the main in vivo model used to study NSCLC. This model mimics ADC and SCC to a certain extent. However, it is limited in its ability to reflect the genetic complexity of NSCLC. In this work, we use CRISPR/Cas9 genome editing with targeted mutagenesis and gene deletions to recapitulate the conditional model. By comparing the Trp53fl/fl KRaslsl- G12D/wt with the CRISPR-mediated Trp53mut KRasG12D, we demonstrated that both showed no differences in histopathological features, morphology, and marker expression. Furthermore, next-generation sequencing revealed a very high similarity in their transcriptional profile. Adeno-associated virus-mediated tumour induction and the modular design of the viral vector allow us to introduce additional mutations in a timely manner. CRISPR-mediated mutation of commonly mutated tumour suppressors in NSCLC reliably recapitulated the phenotypes described in patients in the animal model. Lastly, the dual viral approach could induce the formation of lung tumours not only in constitutive Cas9 expressing animals, but also in wildtype animals. Thus, the implementation of CRISPR genome editing can rapidly advance the repertoire of in vivo models for NSCLC research. Furthermore, it can reduce the necessity of extensive breeding.
In der Dissertation „Zwei Burschenschafter als Bürgermeister im Dritten Reich. Theo Memmel in Würzburg und Paul May in Halle im Vergleich.“ steht die Untersuchung der Lebenswege der beiden Wahlbeamten Dr. Paul May und Theodor Memmel anhand ihrer Biographien im Fokus. May glitt dank seiner sich stetig erweiternden Fachkenntnisse sowie seiner Anpassungsfähigkeit durchweg in Leistungspositionen problemlos durch vier politische Systeme - vom Kaiserreich bis zur DDR. Seiner bürgerlichen politischen Ausrichtung blieb er hierbei stets treu. Memmel hingegen machte bedingt durch seine an-dere und gravierendere Weltkriegserfahrung einen Prozess vom politisch des-interessierten Front- und Freikorpskämpfer über die Bayerische Volkspartei hin zum überzeugten Nationalsozialisten. Nach dem Untergang des Dritten Reichs stand er vor dem Nichts, sowohl in beruflicher als auch in politischer Hinsicht. In seiner Studentenverbindung fand er jedoch einen Raum, in dem er sich engagieren und Anerkennung finden konnte.
Da May und Memmel durch ihre gemeinsame studentische Korporation gleich sozialisiert wurden und sie sich auf unterschiedliche Weise wie ein ro-ter Faden durch ihr Leben zog, erfuhr diese ebenfalls eine Untersuchung. Hierbei ergab sich, dass die Wandlung von der toleranten Progressverbindung Adelphia zur pflichtschlagenden Burschenschaft in der Deutschen Burschen-schaft im Jahr 1933 keinen plötzlichen Bruch darstellte, sondern vielmehr die Folge einer langjährigen Entwicklung war, wobei der Erste Weltkrieg als be-sonders einschneidender Faktor zu bewerten ist. Am letztendlichen Art- und Dachverbandswechsel hatte auch Memmel einen entscheidenden Anteil. Dass nach der Umwandlung der waffenstudentischen Verbindungen in NS-Kameradschaften diese (auch Adelphia) während des Zweiten Weltkriegs teil-weise in Würzburg im Verborgenen wiedererstehen konnten, hing auch mit der Patronage durch Memmel und sein imposantes Netzwerk zusammen.
Den dritten Untersuchungskomplex dieser Arbeit bildet die kommunale Entwicklung von Groß- und Gauhauptstädten im Dritten Reich, da sowohl Würzburg als auch Halle eine solche verkörperten. Ein Vergleich mit anderen Städten unter denselben Voraussetzungen lässt darauf schließen: Wer 1933/34 Oberbürgermeister einer Groß- und Gauhauptstadt wurde, verdank-te dies nicht seiner Qualifikation. Die Nationalsozialisten, die dieses Amt er-hielten, bemühten sich noch nicht einmal darum, es zu bekommen. Vielmehr stellten sie einen Kompromiss aus den jeweiligen lokalen Macht- und Interes-senskonstellationen dar. Eine Ausnahme hiervon bilden nur die wenigen Städte, in denen bereits vor 1933 ein NSDAP-Angehöriger als Stadtoberhaupt kandidiert hatte. Der Status der Gauhauptstadt führte für die jeweiligen Oberbürgermeister zu einem ganz besonderen Unterstellungsverhältnis, das sich als zweiseitiges Schwert entpuppte: Einerseits erhielt ihre Kommune spezielle Förderung, andererseits standen sie unter einem hohem Erwar-tungsdruck, der sich vielerorts in einem schlechten Verhältnis von Oberbür-germeister und Gauleiter manifestierte. Das Oberbürgermeisteramt im Drit-ten Reich stellte aus beruflicher Sicht einen doppelten Bruch mit der Zeit vor 1933 dar: Zum einen konnte man ohne die bis dahin üblichen Qualifikationen zum Wahlbeamten einer Großstadt aufsteigen, andererseits bedeutete dies auch gleichzeitig das Karriereende.
Physical regimes characterized by low Mach numbers and steep stratifications pose severe challenges to standard finite volume methods. We present three new methods specifically designed to navigate these challenges by being both low Mach compliant and well-balanced. These properties are crucial for numerical methods to efficiently and accurately compute solutions in the regimes considered.
First, we concentrate on the construction of an approximate Riemann solver within Godunov-type finite volume methods. A new relaxation system gives rise to a two-speed relaxation solver for the Euler equations with gravity. Derived from fundamental mathematical principles, this solver reduces the artificial dissipation in the subsonic regime and preserves hydrostatic equilibria. The solver is particularly stable as it satisfies a discrete entropy inequality, preserves positivity of density and internal energy, and suppresses checkerboard modes.
The second scheme is designed to solve the equations of ideal MHD and combines different approaches. In order to deal with low Mach numbers, it makes use of a low-dissipation version of the HLLD solver and a partially implicit time discretization to relax the CFL time step constraint. A Deviation Well-Balancing method is employed to preserve a priori known magnetohydrostatic equilibria and thereby reduces the magnitude of spatial discretization errors in strongly stratified setups.
The third scheme relies on an IMEX approach based on a splitting of the MHD equations. The slow scale part of the system is discretized by a time-explicit Godunov-type method, whereas the fast scale part is discretized implicitly by central finite differences. Numerical dissipation terms and CFL time step restriction of the method depend solely on the slow waves of the explicit part, making the method particularly suited for subsonic regimes. Deviation Well-Balancing ensures the preservation of a priori known magnetohydrostatic equilibria.
The three schemes are applied to various numerical experiments for the compressible Euler and ideal MHD equations, demonstrating their ability to accurately simulate flows in regimes with low Mach numbers and strong stratification even on coarse grids.
Ende des 19. Jahrhunderts standen sich in Deutschland zwei verschiedene Arten psychiatrischer Institutionen gegenüber, die Anstaltspsychiatrien auf der einen, die universitären psychiatrischen Kliniken auf der anderen Seite. Die psychiatriehistorische Forschung widmete sich überwiegend psychiatrischen Anstalten während Kliniken hier unterrepräsentiert sind. Die vorliegende Arbeit möchte zur historischen Kenntnis universitärer psychiatrischer Einrichtungen beitragen. Hierzu werden die Charakteristika einer psychiatrischen Klinik um 1900 anhand des Beispiels der psychiatrischen Klinik der Universität Würzburg betrachtet. Der Fokus liegt hierbei neben Lage und Aufbau der Klinik sowie deren Personal auf den drei Bereichen Patient*innen, Forschung und Lehre.
The WHO-designated neglected-disease pathogen Chlamydia trachomatis (CT) is a gram-negative bacterium responsible for the most frequently diagnosed sexually transmitted infection worldwide. CT infections can lead to infertility, blindness and reactive arthritis, among others. CT acts as an infectious agent by its ability to evade the immune response of its host, which includes the impairment of the NF-κB mediated inflammatory response and the Mcl1 pro-apoptotic pathway through its deubiquitylating, deneddylating and transacetylating enzyme ChlaDUB1 (Cdu1). Expression of Cdu1 is also connected to host cell Golgi apparatus fragmentation, a key process in CT infections.
Cdu1 may this be an attractive drug target for the treatment of CT infections. However, a lead molecule for the development of novel potent inhibitors has been unknown so far. Sequence alignments and phylogenetic searches allocate Cdu1 in the CE clan of cysteine proteases. The adenovirus protease (adenain) also belongs to this clan and shares a high degree of structural similarity with Cdu1. Taking advantage of topological similarities between the active sites of Cdu1 and adenain, a target-hopping approach on a focused set of adenain inhibitors, developed at Novartis, has been pursued. The thereby identified cyano-pyrimidines represent the first active-site directed covalent reversible inhibitors for Cdu1. High-resolution crystal structures of Cdu1 in complex with the covalently bound cyano-pyrimidines as well as with its substrate ubiquitin have been elucidated. The structural data of this thesis, combined with enzymatic assays and covalent docking studies, provide valuable insights into Cdu1s activity, substrate recognition, active site pocket flexibility and potential hotspots for ligand interaction. Structure-informed drug design permitted the optimization of this cyano-pyrimidine based scaffold towards HJR108, the first molecule of its kind specifically designed to disrupt the function of Cdu1. The structures of potentially more potent and selective Cdu1 inhibitors are herein proposed.
This thesis provides important insights towards our understanding of the structural basis of ubiquitin recognition by Cdu1, and the basis to design highly specific Cdu1 covalent inhibitors.
This dissertation explores the development and assessment of inhibitory control – a crucial component of executive functions – in young children. Inhibitory control, defined as the ability to suppress inappropriate responses (Verbruggen & Logan, 2008), is essential for adaptable and goal-oriented behavior. The rapid and non-linear development of this cognitive function in early childhood presents unique challenges for accurate assessment. As children age, they often exhibit a ceiling effect in terms of response accuracy (Petersen et al., 2016), underscoring the need to consider response latency as well. Ideally, combining response latency with accuracy could yield a more precise measure of inhibitory control (e.g., Magnus et al., 2019), facilitating a detailed tracking of developmental changes in inhibitory control across a wider age spectrum. The three studies of this dissertation collectively aim to clarify the relationship between response accuracy, response latency, and inhibitory control across different stages of child development. Each study utilizes a computerized Pointing Stroop Task (Berger et al., 2000) to measure inhibitory control, examining the task's validity and the integration of dual metrics for a more comprehensive evaluation.
The first study focuses on establishing the validity of using both response accuracy and latency as indicators of inhibitory control. Utilizing the framework of explanatory item-response modeling (De Boeck & Wilson, 2004), the study revealed how the task characteristics congruency and item position influence both the difficulty level and timing aspects in young children’s responses in the computerized Pointing Stroop task. Further, this study found that integrating response accuracy with latency, even in a basic manner, provides additional insights. Building upon these findings, the second study investigates the nuances of integrating response accuracy and latency, examining whether this approach can account for age-related differences in inhibitory control. It also explores whether response latencies may contain different information depending on the age and proficiency of the children. The study leverages novel and established methodological perspectives to integrate response accuracy and latency into a single metric, showing the potential applicability of different approaches for assessing inhibitory control development. The third study extends the investigation to a longitudinal perspective, exploring the dynamic relationship between response accuracy, latency, and inhibitory control over time. It assesses whether children who achieve high accuracy at an earlier age show faster improvement in response latency, suggesting a non-linear maturation pathway of inhibitory control. The study also examines if the predictive value of early response latency for later fluid intelligence is dependent on the response accuracy level.
Together, these empirical studies contribute to a more robust understanding of the complex interaction between inhibitory control, response accuracy, and response latency, facilitating valid evaluations of cognitive capabilities in children. Moreover, the findings may have practical implications for designing educational strategies and clinical interventions that address the developmental trajectory of inhibitory control. The nuanced approach advocated in this dissertation suggests prioritizing accuracy in assessment and interventions during the early stages of children's cognitive development, gradually shifting the focus to response latency as children mature and secure their inhibitory control abilities.
The focus of this thesis is on analysing a linear stochastic partial differential equation (SPDE) with a bounded domain. The first part of the thesis commences with an examination of a one-dimensional SPDE. In this context, we construct estimators for the parameters of a parabolic SPDE based on discrete observations of a solution in time and space on a bounded domain. We establish central limit theorems for a high-frequency asymptotic regime, showing substantially smaller asymptotic variances compared to existing estimation methods. Moreover, asymptotic confidence intervals are directly feasible. Our approach builds upon realized volatilities and their asymptotic illustration as the response of a log-linear model with a spatial explanatory variable. This yields efficient estimators based on realized volatilities with optimal rates of convergence and minimal variances. We demonstrate our results by Monte Carlo simulations.
Extending this framework, we analyse a second-order SPDE model in multiple space dimensions in the second part of this thesis and develop estimators for the parameters of this model based on discrete observations in time and space on a bounded domain. While parameter estimation for one and two spatial dimensions was established in recent literature, this is the first work that generalizes the theory to a general, multi-dimensional framework. Our methodology enables the construction of an oracle estimator for volatility within the underlying model. For proving central limit theorems, we use a high-frequency observation scheme. To showcase our results, we conduct a Monte Carlo simulation, highlighting the advantages of our novel approach in a multi-dimensional context.
In den letzten Jahren stieg die Anzahl an förderbedürftigen Schülern sowie an Schülern mit einer Migrations- bzw. Fluchtgeschichte an der Berufsschule. Damit entsteht eine neue Schülerklientel, die von einer hohen Schülerheterogenität und Lernstanddifferenz geprägt ist. Vermehrt sind auch eine sprachliche Armut sowie Lernbeeinträchtigungen zu beobachten.
Die Arbeit mit Sinnbildern im diagnostischen Prozess bei Lernbeeinträchtigungen ist ein kleiner Baustein auf dem Weg dorthin, dass Lernen und damit auch ein Sich-Weiterentwickeln gelingen kann. Dabei präsentiert sich das lösungs- sowie entwicklungsorientierte Verfahren als eine in Beziehung zueinander stehenden Einheit aus Lernbeeinträchtigung, potenzielle Lösung und nahrhaften Boden.
Lernbeeinträchtigung: Der Trias liegt die Annahme zugrunde, dass der Lernprozess des Schülers gestoppt ist. Wenngleich der Schüler spürt, dass da etwas ist, das ihm beim Lernen im Weg steht, so ist er jedoch nicht in der Lage das Gespürte zu verbalisieren.
Nahrhafter Boden: Mit Hilfe eines von Sinnbildern gestützten Interviews soll es gelingen, die vagen Vermutungen der Schüler hinsichtlich ihrer Lernbeeinträchtigung zu versprachlichen. Dabei spielt die von den Bildern ausgehende Resonanz eine entscheidende Rolle. Durch sie können dem Schüler eigene implizite Denk- und Handlungsmuster gedanklich zugänglich gemacht und versprachlicht werden.
Potenzielle Lösung: Die im Rahmen des Sinnbildgestützten Interviews in Erfahrung gebrachten Informationen ermöglichen im besten Fall eine Sicht darauf, was dem Schüler in seinem gestoppten Lernprozess im Weg steht. Dabei geht es nicht darum eine kausale Ursache zu finden, sondern eine prozessorientierte sowie lösungsorientierte Sichtweise einzunehmen.
Die Versprachlichung der vagen Vermutungen ermöglicht ein Arbeiten mit dem Wissen in der realen Welt. Im Falle von Gelingen, kann der Interviewführende die durch das Sinnbildgestützte Interview in Erfahrung gebrachten Lernbeeinträchtigungen innerhalb der drei Lerndimensionen im Können, Wissen und Wollen (Ellinger/Hechler 2021) verorten, um eine individuelle -auf die Lernbeeinträchtigung zugeschnittene- Lernhilfe zu generieren.
Die Jahresabschlussprüfung verfolgt das Ziel, die Verlässlichkeit der Rechnungslegung zu bestätigen. Folglich kann sie einen wesentlichen Beitrag zu einem hohen Informationsniveau an den Märkten leisten. Angesichts dieser großen ökonomischen Bedeutung unternimmt der deutsche Gesetzgeber zahlreiche Anstrengungen, um eine hohe Prüfungsqualität sicherzustellen.
Die Sichtung der Wirtschaftsprüferordnung zeigt hierbei, dass regulatorische Maßnahmen ergriffen werden, die am Kern der Jahresabschlussprüfung ansetzen, nämlich an den Berufsangehörigen selbst. So wurde der Zugang zum Berufsstand der vereidigten Buchprüfer mehrmals geschlossen und wiedereröffnet. Des Weiteren sind markante Anpassungen des Niveaus des Wirtschaftsprüfungsexamens im Zeitablauf zu erkennen. Bei der Jahresabschlussprüfung der Unternehmen von öffentlichem Interesse sind außerdem besondere Berufspflichten zu erfüllen. Zum einen ist diesen schweren Eingriffen in die Freiheit der Berufswahl und der Berufsausübung gemein, dass sie allesamt die Qualifikation des Abschlussprüfers adressieren. Zum anderen werden die entsprechenden Gesetzesänderungen mehrheitlich mit einer Stärkung der Prüfungsqualität begründet.
Fraglich ist, inwiefern jene Facetten der Prüferqualifikation tatsächlich einen Einfluss auf die Prüfungsqualität ausüben. Aufgrund mangelnder Evidenz ergibt sich die Notwendigkeit, eine empirische Studie am deutschen Prüfermarkt durchzuführen und somit den Beginn zur Schließung der identifizierten Forschungslücke zu setzen.
Das Ziel der vorliegenden Dissertation besteht folglich darin, den Zusammenhang zwischen der Prüferqualifikation und der Prüfungsqualität mittels Regressionsanalysen zu untersuchen. Dazu wurde ein einzigartiger Datensatz zu deutschen privaten prüfungspflichtigen Kapitalgesellschaften mit unkonsolidierten Finanz- und Prüferinformationen im Zeitraum 2006-2018 mit insgesamt 217.585 grundlegenden Beobachtungen erhoben, bereinigt und aufbereitet. Da die Prüfungsqualität nicht direkt beobachtbar ist, wird zwischen wahrgenommener Prüfungsqualität und tatsächlicher Prüfungsqualität unterschieden. Im Rahmen dieser Dissertation wird die wahrgenommene Prüfungsqualität über Fremdkapitalkosten und die tatsächliche Prüfungsqualität über absolute diskretionäre Periodenabgrenzungen approximiert.
Die Ergebnisse der Hauptregressionen zeigen überwiegend, dass kein Zusammenhang zwischen den Maßgrößen der Prüferqualifikation und der wahrgenommenen und tatsächlichen Prüfungsqualität besteht. Die Zusatz- und Sensitivitätsanalysen unterstützen diesen Befund. So können mit Blick auf die Berufszugangsregelungen keine Qualitätsunterschiede zwischen den Berufsständen der Wirtschaftsprüfer und der vereidigten Buchprüfer nachgewiesen werden. Auch innerhalb des Berufstandes der Wirtschaftsprüfer ergeben sich keine Hinweise auf ein Qualitätsgefälle zwischen den Prüfergruppen, die unterschiedliche Examensanforderungen durchlebt haben. Hinsichtlich der Berufsausübungsregelungen ist zu beobachten, dass die zusätzlichen Anforderungen an die Jahresabschlussprüfung der Unternehmen von öffentlichem Interesse nicht mit einer anderen Prüfungsqualität bei privaten Unternehmen verbunden sind. Die beschriebenen regulatorischen Schritte des Gesetzgebers im Bereich der Prüferqualifikation erscheinen somit im Lichte einer verbesserten Prüfungsqualität nicht zwingend gerechtfertigt.
Two-dimensional lattices are in the focus of research in modern solid state physics due to their novel and exotic electronic properties with tremendous potential for seminal future applications. Of particular interest within this research field are quantum spin Hall insulators which are characterized by an insulating bulk with symmetry-protected metallic edge states. For electrons within these one-dimensional conducting channels, spin-momentum locking enables dissipationless transport - a property which promises nothing short of a revolution for electronic devices. So far, however, quantum spin Hall materials require enormous efforts to be realized such as cryogenic temperatures or ultra-high vacuum. A potential candidate to overcome these shortcomings are two-dimensional lattices of the topological semi-metal antimony due to their potential to host the quantum spin Hall effect while offering improved resilience against oxidation.
In this work, two-dimensional lattices of antimony on different substrates, namely Ag(111), InSb(111) and SiC(0001), are investigated regarding their atomic structure and electronic properties with complimentary surface sensitive techniques. In addition, a systematic oxidation study compares the stability of Sb-SiC(0001) with that of the two-dimensional topological insulators bismuthene-SiC(0001) and indenene-SiC(0001).
A comprehensive experimental analysis of the \((\sqrt{3}\times\sqrt{3})R30^\circ\) Sb-Ag(111) surface, including X-ray standing wave measurements, disproves the proclaimed formation of a buckled antimonene lattice in literature. The surface lattice can instead be identified as a metallic Ag\(_2\)Sb surface alloy.
Antimony on InSb(111) shows an unstrained Volmer-Weber island growth due to its large lattice mismatch to the substrate. The concomitant moir\'{e} situation at the interface imprints mainly in a periodic height corrugation of the antimony islands which as observed with scanning tunneling microscopy. On islands with various thicknesses, quasiparticle interference patterns allow to trace the topological surface state of antimony down to the few-layer limit.
On SiC(0001), two different two-dimensional antimony surface reconstructions are identified. Firstly, a metallic triangular $1\times1$ lattice which constitutes the antimony analogue to the topological insulator indenene. Secondly, an insulating asymmetric kagome lattice which represents the very first realized atomic surface kagome lattice.
A comparative, systematic oxidation study of elemental (sub-)monolayer materials on SiC(0001) reveals a high sensitivity of indenene and bismuthene to small dosages of oxygen. An improved resilience is found for Sb-SiC(0001) which, however, oxidizes nevertheless if exposed to oxygen. These surface lattices are therefore not suitable for future applications without additional protective measures.
In this thesis, a variety of Fokker--Planck (FP) optimal control problems are investigated. Main emphasis is put on a first-- and second--order analysis of different optimal control problems, characterizing optimal controls, establishing regularity results for optimal controls, and providing a numerical analysis for a Galerkin--based numerical scheme.
The Fokker--Planck equation is a partial differential equation (PDE) of linear parabolic type deeply connected to the theory of stochastic processes and stochastic differential equations. In essence, it describes the evolution over time of the probability distribution of the state of an object or system of objects under the influence of both deterministic and stochastic forces.
The FP equation is a cornerstone in understanding and modeling phenomena ranging from the diffusion and motion of molecules in a fluid to the fluctuations in financial markets.
Two different types of optimal control problems are analyzed in this thesis. On the one hand, Fokker--Planck ensemble optimal control problems are considered that have a wide range of applications in controlling a system of multiple non--interacting objects. In this framework, the goal is to collectively drive each object into a desired state.
On the other hand, tracking--type control problems are investigated, commonly used in parameter identification problems or stemming from the field of inverse problems.
In this framework, the aim is to determine certain parameters or functions of the FP equation, such that the resulting probability distribution function takes a desired form, possibly observed by measurements.
In both cases, we consider FP models where the control functions are part of the drift, arising only from the deterministic forces of the system. Therefore, the FP optimal control problem has a bilinear control structure.
Box constraints on the controls may be present, and the focus is on time--space dependent controls for ensemble--type problems and on only time--dependent controls for tracking--type optimal control problems.
In the first chapter of the thesis, a proof of the connection between the FP equation and stochastic differential equations is provided. Additionally, stochastic optimal control problems, aiming to minimize an expected cost value, are introduced, and the corresponding formulation within a deterministic FP control framework is established.
For the analysis of this PDE--constrained optimal control problem, the existence, and regularity of solutions to the FP problem are investigated. New $L^\infty$--estimates for solutions are established for low space dimensions under mild assumptions on the drift. Furthermore, based on the theory of Bessel potential spaces, new smoothness properties are derived for solutions to the FP problem in the case of only time--dependent controls. Due to these properties, the control--to--state map, which associates the control functions with the corresponding solution of the FP problem, is well--defined, Fréchet differentiable and compact for suitable Lebesgue spaces or Sobolev spaces.
The existence of optimal controls is proven under various assumptions on the space of admissible controls and objective functionals. First--order optimality conditions are derived using the adjoint system. The resulting characterization of optimal controls is exploited to achieve higher regularity of optimal controls, as well as their state and co--state functions.
Since the FP optimal control problem is non--convex due to its bilinear structure, a first--order analysis should be complemented by a second--order analysis.
Therefore, a second--order analysis for the ensemble--type control problem in the case of $H^1$--controls in time and space is performed, and sufficient second--order conditions are provided. Analogous results are obtained for the tracking--type problem for only time--dependent controls.
The developed theory on the control problem and the first-- and second--order optimality conditions is applied to perform a numerical analysis for a Galerkin discretization of the FP optimal control problem. The main focus is on tracking-type problems with only time--dependent controls. The idea of the presented Galerkin scheme is to first approximate the PDE--constrained optimization problem by a system of ODE--constrained optimization problems. Then, conditions on the problem are presented such that the convergence of optimal controls from one problem to the other can be guaranteed.
For this purpose, a class of bilinear ODE--constrained optimal control problems arising from the Galerkin discretization of the FP problem is analyzed. First-- and second--order optimality conditions are established, and a numerical analysis is performed. A discretization with linear finite elements for the state and co--state problem is investigated, while the control functions are approximated by piecewise constant or piecewise quadratic continuous polynomials. The latter choice is motivated by the bilinear structure of the optimal control problem, allowing to overcome the discrepancies between a discretize--then--optimize and optimize--then--discretize approach. Moreover, second--order accuracy results are shown using the space of continuous, piecewise quadratic polynomials as the discrete space of controls. Lastly, the theoretical results and the second--order convergence rates are numerically verified.
This work presents the first ILT observations of high redshift blazars and their study in terms of jet evolution, morphology, and interaction with the surrounding medium. Each of these represents a highly topical area of astronomywith a large number of open questions. To better understand Active Galactic Nuclei (AGN) and their fundamental inner workings, new techniques are needed to exploit the full potential of the next generation of radio interferometers. Some of these tools are presented here and applied to one of the latest generation of software radio telescopes. A major focus of the studies presented is on the unification model, where the observed blazars are discussed for their properties to be rotated counterparts of Fanaroff-Riley Class II (FR-II) radio galaxies, when classified as Flat Spectrum Radio Quasars (FSRQs). In addition, multiwavelength information has been included in the analysis. Both studies are feasibility studies that will serve as a basis for future similar studies. The characteristics discussed and their interpretation do not allow conclusions to be drawn for their respective populations. However, by applying them to a larger number of targets, population studies will be possible. The first chapters introduce the necessary topics, AGN, principles of radio observations and ILT, in the necessary depth to provide the reader with a solid knowledge base. They are particularly important for understanding the current limits and influences of uncertainties in the observation, calibration and imaging process. But they also shed light on realistic future improvements. A particular focus is on the development and evolution of the LOw-Frequency ARray (LOFAR)-Very Long Baseline Interferometry (VLBI) pipeline. With the tools at hand, the first study addresses the high redshift blazar S5 0836+710 $(z=2.218)$, which has been observed at various wavelengths and resolutions. It has a disrupted one-sided jet with an associated extended region further out. Despite the excellent wavelength coverage, only the additional ILT observations provided a complete picture of the source. With the data, the extended region could be classified as a hotspot moving at slightly relativistic speeds.. With the ILT data it was also possible to extract the flux of the core region of the AGN, and in projection to reveal the mixed counter-hotspot behind it. This also allowed constraints on jet parameters and environmental properties to be modelled, which were previously inconclusive. Technically, this study shows that the ILT can be used as an effective VLBI array for compact sources with small angular scales. However, the detection of faint components beyond redshifts of $z=2$ may require the capabilities of the Square Kilometre Array (SKA) to provide a significant number of detections to enable statistical conclusions. The second study uses a much improved calibration pipeline to analyse the high redshift blazar GB1508+5714 $(z=4.30)$. The ILT data revealed a previously unseen component in the eastern direction. A spectral index map was generated from the Karl G. Jansky Very Large Array (VLA) data, showing spectral index values of $-1.2_{-0.2}^{+0.4}$ for the western component, steeper than $-1.1$ for the eastern region, and $0.023 \pm 0.007$ for the core. Using the information provided by the ILT observation, as well as multi-wavelength information from other observations ranging from the long radio wavelengths to the $\gamma$ regime, four models were developed to interpret the observed flux with different emission origins. This also allowed to test a proposed interaction channel of the electrons provided by the jet, to cool off via inverse compton scattering with the Cosmic Microwave Background (CMB) photons, rather than by the usual synchrotron emission. This is referred to as cmb quenching in the literature, which could be shown in the study, to be necessary in any case. Finally, one of the four models was considered in which the hotspots in the detected components are unresolved and mixed by the lobe emission, with the X-ray emission coming from the lobes and partially mixed by the bright core region. The results of this preferred model are consistent with hotspots in a state of equipartition and lobes almost so. The study shows that high redshift blazars can be studied with the ILT, and expanding the sample of high redshift blazars resolved at multiple frequencies will allow a statistical study of the population. Finally, this work successfully demonstrates the powerful capabilities of the ILT to address questions that were previously inaccessible. The current state of the LOFAR-VLBI pipeline, when properly executed, allows work on the most challenging objects and will only improve in the future. In particular, this gives a glimpse of the possibilities that SKA will bring to astronomy.
Vorliegende Untersuchung am Universitätsklinikum Würzburg sowie die Befragung von Anästhesisten/Anästhesistinnen im Raum der 3 DACH-Länder zeigen, dass bildgebende Verfahren bei Säuglingen mit einer niedrigen Rate an Komplikationen, zumeist in medikamentöser Sedierung mit Propofol, durchgeführt werden. Wie international üblich ist im Säuglingsalter die Magnetresonanztomographie das bildgebende Verfahren der Wahl und wird, mit überzeugender Häufigkeit, erfolgreich durchgeführt.
Die Untersuchung am Universitätsklinikum Würzburg legt nahe, dass männliche Säuglinge häufiger eine Bildgebung benötigen und häufiger höheren ASA-Kategorie zugeschrieben werden. Dabei scheinen sie auch häufiger Komplikationen zu erleben und bedürfen daher besonderer Aufmerksamkeit. Eine eventuelle Alternative zur Sedierung kann dabei die „feed-and-sleep“ Methode darstellen. In unserer Umfrage konnten wir erheben, dass diese Methode bisher wenig verbreitet ist, obwohl in diesem Zusammenhang eventuell Abläufe und Prozesszeiten strukturiert und optimiert werden können, da beispielsweise die Nachüberwachung entfällt. Vorstellbar wäre beispielsweise, mehrere Säuglinge zum gleichen Zeitpunkt ins MRT zu bestellen, um gegebenenfalls den am frühesten eingeschlafenen Säugling vorzuziehen. Diese Methode sollte zukünftig Einzug in die wissenschaftliche Untersuchung von bildgebenden Verfahren bei Säuglingen finden.
Die Umfrage im deutschsprachigen Raum zeigt eine Leitlinien-gerechte Betreuung von Säuglingen für bildgebende Verfahren, die mit einer hohen Qualität, und zumeist erfolgreich von erfahrenen Anästhesisten/Anästhesistinnen durchgeführt wird. Eventuelle Verbesserungen können im Bereich der Ausbildung nachfolgender Ärztinnen/Ärzte und in der häufigeren Verwendung der „feed-and-sleep“ Methode liegen, die vielen Kollegen/Kolleginnen bekannt ist, aber nur selten durchgeführt wird.
Ziel ist eine qualitativ hochwertige, schnellstmöglich durchgeführte Bildgebung, die ohne oder mit der niedrigst möglichen Dosierung eines sedierenden Medikamentes zu erreichen ist.
Innerhalb der Juvenilen Idiopathischen Arthritis (JIA) bilden Patienten mit Antinukleären Antikörpern (ANA) Subgruppen-übergreifend eine klinisch homogene Erkrankungsgruppe. Ob diesen klinischen Gemeinsamkeiten jedoch auch eine einheitliche Pathogenese zugrunde liegt, ist bisher unbekannt. Sogenannte periphere T-Helferzellen (TPH) spielen im Kontext zahlreicher Autoimmunerkrankungen eine entscheidende Rolle bei der Aktivierung autoreaktiver B-Zellen. Ziel dieser Arbeit war daher die phänotypische und funktionelle Analyse von PD-1hiCXCR5-CD4+ TPH-Zellen, sowie deren Verteilung in der Synovialflüssigkeit von Patienten unterschiedlicher Subgruppen der JIA.
Hierzu wurden Phänotyp und Zytokinprofil von PD-1hiCD4+ T-Zellen durchflusszytometrisch analysiert. Der funktionelle Einfluss von PD-1hiCD4+ T-Zellen auf die B-Zell-Differenzierung wurde mittels in vitro Kokulturen FACS-sortierter TPH-Zellen der Synovialflüssigkeit untersucht.
IL-21- und IL-17-produzierende T-Gedächtniszellen der Synovialflüssigkeit zeigten eine negative Korrelation zueinander. Die IL-21-Produktion ging besonders von PD-1hiCXCR5-HLA-DR+CD4+ T-Zellen aus, welche besonders in den Gelenken ANA-positiver JIA-Patienten akkumulierten. Diese Population zeigte phänotypische Ähnlichkeit mit TPH-Zellen und leistete in vitro effiziente B-Zell-Hilfe zu Plasmazelldifferenzierung und Immunglobulinsekretion, induzierte jedoch zudem einen CD21lo/-CD11c+T-bet+ Phänotyp in B-Zellen. Passend hierzu bestand auch ex vivo eine signifikante Korrelation zwischen TPH und CD21lo/-CD11c+T-bet+ doppelt-negativen B-Zellen (BDN).
Es konnte also die Expansion einer spezifischen T-Zellpopulation mit phänotypischen und funktionellen Charakteristika von TPH-Zellen beobachtet und deren funktioneller Zusammenhang mit CD21lo/-CD11c+T-bet+ BDN in der Synovialflüssigkeit von JIA-Patienten aufgezeigt werden. Dies könnte die Autoimmunantwort auf ubiquitäre Autoantigene innerhalb betroffener Gelenke ANA-positiver JIA-Patienten widerspiegeln.
Helically Twisted Graphene Nanoribbons: Bottom-up Stereospecific Synthesis and Characterization
(2024)
Over the past decade, substantial progress has been made in synthesizing atomically precise carbon nanostructures, with a focus on graphene nanoribbons (NRs) through advanced synthetic techniques. Despite these advancements, precise control over the stereochemistry of twisted NRs remains challenging. This thesis introduces a strategic approach to achieve absolute control over the single-handed helical conformation in a cove-edged NR, utilizing enantiopure [n]helicenes as a molecular wrench to intricately dictate the overall conformation of the NR.
Enantiopure [7]helicenes were stitched to the terminal K-regions of a conjugated pyrene NR using a stereospecific and site-selective palladium(II)-catalyzed annulative π-extension (APEX) reaction, resulting in a helically twisted NR with an end-to-end twist of 171°, the second-largest twist reported so far in the literature for twistacenes. The helical end-to-end twist increases with each addition of benzene ring to the central acene core, suggesting that the extra strain induced by the terminal [7]helicenes maintains such a high level of twist.
The quantum chemical calculations were conducted to investigate the impact of twisting on the conformational population. At room temperature, the central backbone of the nanoribbon adopts the twisted helicity opposite to that of the attached [7]helicene, constituting around 99% of the molecular population. For instance, (P)-[7]helicenes produce a left-handed helical nanoribbon, while (M)-[7]helicenes produce a right-handed helical nanoribbon. In the presence of helicenes of opposite chirality, the nanoribbon adopts a waggling conformation. The helically twisted nanoribbons are conformationally robust, as variable temperature chiroptical measurements showed no change in CD and CPL spectra. The proposed strategy, involving the late-stage addition of [n]helicene units through the APEX reaction, appears promising for streamlining the synthesis of diverse cove edge NR variants with desired conformations.
In addition to single-handed helically twisted nanoribbons, the symmetry-based functional properties of C2 and C1 symmetric pyrene-fused single and double [n]helicene compounds were studied. Owing to its higher structural rigidity, the C1 symmetric heptagonal ring-containing molecules exhibited exceptional configurational stability along with remarkable chiroptical properties compared to their C2 symmetric as well as pristine helicene congeners.
Sprech- und Stimmstörungen sind häufige Symptome der Idiopathischen Parkinson Erkrankung (IPS), wobei bis zu 89% der Patienten im Verlauf der Krankheit unter einer Dysarthrie leiden. Die Tiefenhirnstimulation des Nucleus subthalamicus (STN-DBS) ist eine etablierte Behandlung für die motorischen Symptome des IPS (Allert et al., 2004). Während STN-DBS positive Effekte auf einige Teilfunktionsbereiche der Dysarthrie zu haben scheint, berichten die meisten Studien entweder über keine Verbesserung oder eine Verschlechterung der Sprech- und Stimmfunktionen nach Implantation der STN-DBS (Tsuboi et al., 2015; Wang et al., 2003; Wertheimer et al., 2014). Klinische Erfahrungswerte sowie Fallberichte und Studien lassen vermuten, dass diese sprachtherapeutisch relevanten Nebenwirkungen unabhängig von der therapeutischen Wirksamkeit der STN-DBS sind und daher als unerwünschte, aber nicht therapieimmanente Interferenzfaktoren anzusehen sind (Bouthour et al., 2018), die es genauer zu untersuchen gilt, da die Lebensqualität von IPS-Erkrankten als stark einschränkend wahrgenommen wird (Hariz et al., 2010). Eine aufwendige und methodisch fundierte Klassifizierung wurde von Tsuboi und Kollegen vorgenommen, die im Zusammenhang mit STN-DBS fünf Cluster von Sprech- und Stimmstörungen identifizierten (Tanaka et al., 2020; Tsuboi et al., 2015, 2017). Dazu zählten die Phänotypen „spastische Dysarthrie“, „Stottern“, „rigid-hypokinetischer Typ“, „behauchte Stimme“ und „gepresste Stimme“.
Erste Hinweise lassen darauf schließen, dass die Nebenwirkungen von STN-DBS auf die Stimulation spezifischer Gehirnkreise zurückzuführen sein könnte (Fox et al., 2014). In dieser Arbeit wird eine retrospektive Studie mit STN-DBS stimulierten IPS Erkrankten vorgestellt, die sprachtherapeutisch relevante Sprech- und Stimmstörungen unter zwei Bedingungen bewertet (ein- und ausgeschaltete Stimulation) sowie eine prospektive Studie mit den beiden gleichen Bedingungen. Beide Studien haben das Ziel einer Replizierbarkeit der Ergebnisse von Tsuboi et al. (2015, 2017). Die zweite prospektive Studie bezieht außerdem konnektombasierte Daten ein.
Die Ergebnisse beider Studien lassen quantitativ keine Signifikanzen hinsichtlich der o.g. dysarthrischen Phänotypen zu, quantitativ lassen sich jedoch deutliche Tendenzen ähnlich der Ausgangsstudie erkennen. Zudem wurden das Cluster „Stottern“ in der retrospektiven Studie als weiteres möglicherweise STN-DBS immantentes Cluster identifiziert. In der prospektiven Studie wurde ein Cluster hinzugefügt, da in den Beurteilungen zusätzlich die Symptomatik „hasty speech“ oder auch „hastiges Sprechen“ beobachtet wurde.
The goal of this thesis was to investigate the influence of rotational restriction between individual parts and of the varying electron density in the bridging unit of D B A systems on the exchange interaction 2J, and thus the electronic coupling between a donor state and an acceptor state. A better understanding of how to influence the underlaying spin dynamics in such donor acceptor systems can open up the door to new technologies, such as modern molecular electronics or optoelectronic devices.
Therefore, three series of molecules consisting of a TAA electron donor, a TTC or ATC bridging unit and a PDI electron acceptor were studied. To investigate the influence of rotational restriction on 2J and the electronic coupling, a series of four rotationally hindered triads (chapter 6) was synthesised. The dihedral angle between the TAA and the TTC as well as between the TTC and the PDI was restricted by ortho methyl groups at the phenylene linkers of the connecting ends to the TTC bridge, producing a twist around the linking single bond which minimises the π overlap. The triads exhibit varying numbers of ortho methyl groups and therefore different degrees of rotational restriction. In order to shine light on the influence of varying electron density on 2J and the electronic coupling, a series of four substituted triptycene triads (chapter 7) was synthesised. The electron density in the TTC bridging unit was varied by electron donating and electron withdrawing groups in 12,13 position of the TTC bridging unit and thus varying its HOMO/LUMO energy. The last series of two anthracene bridge triads (chapter 8) connected both approaches by restricting the rotation with ortho methyl groups and simultaneously by varying the bridge energies.
In order to obtain the electronic properties, steady state absorption and emission spectra of all triads were investigated (chapter 4). Here, all triads show spectral features associated with the separate absorption bands of TAA and the PDI moiety. The reduced QYs, compared to the unsubstituted PDI acceptor, indicate a non radiative quenching mechanism in all triads. The CV data (chapter 5) were used to calculate the energies of possible CSSs and those results were used to assign the CR dynamics into the different Marcus regions. fs TA measurements reveal that all triads form a CSS upon excitation of the PDI moiety. The lifetimes of the involved states and the rate constants were determined by global exponential fits and global target analysis. The CR dynamics upon depopulation of the CSSs were investigated using external magnetic field dependent ns TA spectroscopy. The ns TA maps show that all triads recombine via CRT pathway populating the local 3PDI state in toluene and provided the respective lifetimes. The approximate QYs of triplet formation were determined using actinometry. The magnetic field dependent ns TA data reveal the exchange interaction 2J between singlet and triplet CSS for each triad. Those magnetic field dependent ns TA data in toluene were furthermore treated using a quantum mechanical simulation (done by U.E. Steiner) to extract the rate constants kT and kS for CRT and CRS, respectively. However, the error margins of kS were rather wide. Finally, the electronic couplings between the donor and the acceptor states were obtained by combining the aforementioned experimental results of the rate constants and applying the Bixon Jortner theoretical description of diabatic ET and Andersons perturbative theory of the exchange coupling. Therefore, the experimentally determined values of 2J and the calculated values of kCS and kT were used. The rate constant kS was calculated based on the electronic coupling V1CSS 1S0.
The rotationally hindered triads (chapter 6) show a strong influence of the degree of rotational restriction on the lifetimes and rate constants of the CS processes. The rate constants of CS are increasing with increasing rotational freedom. The magnetic field dependent decay data show that the exchange interactions increase with increasing rotational freedom. Based on the CR dynamics, the calculated electronic couplings of the ET processes reflect the same trend along the series. Here, only singlet couplings turned out to be strongly influenced while the triplet couplings are not. Therefore, this series shows that the ET dynamics of donor acceptor systems can strongly be influenced by restricting the rotational freedom.
In the substituted triptycene triads (chapter 7), decreasing electron density in the bridging unit causes a decrease of the CS rate constants. The magnetic field dependent decay data show that with decreasing electron density in the bridge the exchange interaction decreases. The CR dynamics-based rate constants and the electronic couplings follow the same trend as the exchange interaction. This series shows that varying the HOMO/LUMO levels of the connecting bridge between donor and acceptor strongly influences the ET processes.
In the anthracene bridge triads (chapter 8), the CS process is slow in both triads. The CR was fast in the anthracene triad and is slowed down in the methoxy substituted anthracene bridge triad. The increase of the exchange interaction with increasing electron density in the bridge was more pronounced than in the substituted triptycene triads. Thus, the variation of electron density in the bridge strongly influences the ET processes even though the rotation is restricted.
In this thesis, it was shown that the influence of the rotational hindrance as well as the electron density in a connecting bridge have strong influence on all ET processes and the electronic coupling in donor acceptor systems. These approaches can therefore be used to modify magnetic properties of new materials.
In a world of constant change, uncertainty has become a daily challenge for businesses. Rapidly shifting market conditions highlight the need for flexible responses to unforeseen events. Operations Management (OM) is crucial for optimizing business processes, including site planning, production control, and inventory management. Traditionally, companies have relied on theoretical models from microeconomics, game theory, optimization, and simulation. However, advancements in machine learning and mathematical optimization have led to a new research field: data-driven OM.
Data-driven OM uses real data, especially time series data, to create more realistic models that better capture decision-making complexities. Despite the promise of this new research area, a significant challenge remains: the availability of extensive historical training data. Synthetic data, which mimics real data, has been used to address this issue in other machine learning applications.
Therefore, this dissertation explores how synthetic data can be leveraged to improve decisions for data-driven inventory management, focusing on the single-period newsvendor problem, a classic stochastic optimization problem in inventory management.
The first article, "A Meta Analysis of Data-Driven Newsvendor Approaches", presents a standardized evaluation framework for data-driven prescriptive approaches, tested through a numerical study. Findings suggest model performance is not robust, emphasizing the need for a standardized evaluation process.
The second article, "Application of Generative Adversarial Networks in Inventory Management", examines using synthetic data generated by Generative Adversarial Networks (GANs) for the newsvendor problem. This study shows GANs can model complex demand relationships, offering a promising alternative to traditional methods.
The third article, "Combining Synthetic Data and Transfer Learning for Deep Reinforcement Learning in Inventory Management", proposes a method using Deep Reinforcement Learning (DRL) with synthetic and real data through transfer learning. This approach trains a generative model to learn demand distributions, generates synthetic data, and fine-tunes a DRL agent on a smaller real dataset. This method outperforms traditional approaches in controlled and practical settings, though further research is needed to generalize these findings.
Plants are able to sense mechanical forces in order to defend themselves against predators,
for instance by synthesizing repellent compounds. Very few plants evolved extremely sensitive
tactile abilities that allow them to perceive, interpret and respond by rapid movement in the
milliseconds range. One such rarity is the charismatic Venus flytrap (Dionaea muscipula) - a
carnivorous plant which relies on its spectacular active trapping strategy to catch its prey. The
snapping traps are equipped with touch-specialised trigger hairs, that upon bending elicit an
action potential (AP). This electrical signal originates within the trigger hairs’ mechanosensory
cells and further propagates throughout the whole trap, alerting the plant of potential prey.
Two APs triggered within thirty seconds will set off the trap and more than five APs will
initiate the green stomach formation for prey decomposition and nutrient uptake. Neither
the molecular components of the plant’s AP nor the Venus flytrap’s fast closure mechanism
have been fully elucidated yet. Therefore, the general objective of this study is to expound
on the molecular basis of touch perception: from AP initiation to trap closure and finally to
stomach formation.
The typical electrical signal in plants lasts for minutes and its shape is determined by the
intensity of the mechanical force applied. In contrast, the Venus flytrap’s one-second AP is of
all-or-nothing type, similar in shape to the animal AP. In order to gain more insight into the
molecular components that give rise to the Venus flytrap’s emblematic AP, the transcriptomic
landscape of its unique mechanotransducer - the trigger hair – was compared to the rest
of the non-specialised tissues and organs. Additionally, the transcriptome of the electrically
excitable fully-developed adult trap was compared to non-excitable juvenile traps that are
unable to produce sharp APs. Together, the two strategies helped with the identification of
electrogenic channels and pumps for each step of the AP as follows: (1) the most specific to
the trigger hair was the mechanosensitive channel DmMSL10, making up the best candidate for
the initial AP depolarization phase, (2) the K+ outward rectifier DmSKOR could be responsible
for repolarisation, (3) further, the proton pump DmAHA4, might kick in during repolarisation
and go on with hyperpolarisation and (4) the hyperpolarization- and acid-activated K+ inward
rectifier KDM1 might contribute to the re-establishment of electrochemical gradient and
the resting potential. Responsible for the AP-associated Ca2+ wave and electrical signal
propagation, the glutamate-like receptor DmGLR3.6 was also enriched in the trigger hairs.
Together, these findings suggest that the reuse of genes involved in electrical signalling in
ordinary plants can give rise to the Venus flytrap’s trademark AP.
The Venus flytrap has been cultivated ever since its discovery, generating more than one
hundred cultivars over the years. Among them, indistinguishable from a normal Venus flytrap
at first sight, the ’ERROR’ cultivar exhibits a peculiar behaviour: it is unable to snap its traps
upon two APs. Nevertheless, it is still able to elicit normal APs. To get a better understanding
of the key molecular mechanisms and pathways that are essential for a successful trap closure,
the ’ERROR’ mutant was compared to the functional wild type.
Timelapse photography led to the observation that the ’ERROR’ mutants were able to leisurely
half close their traps when repeated mechanostimulation was applied (10 minutes after 20
APs, 0.03 Hz). As a result of touch or wounding in non-carnivorous plants, jasmonic acid
(JA) is synthesized, alerting the plants of potential predators. Curiously, the JA levels were reduced upon mechanostimulation and completely impaired upon wounding in the ’ERROR’
mutant. In search of genes accountable for the ’ERROR’ mutant’s defects, the transcriptomes
of the two phenotypes were compared before and after mechanostimulation (1h after 10
APs, 0.01 Hz). The overall dampened response of the mutant compared to the wild type,
was reflected at transcriptomic level as well. Only about 50% of wild type’s upregulated
genes after touch stimulation were differentially expressed in ’ERROR’ and they manifested
only half of the wild type’s expression amplitude. Among unresponsive functional categories
of genes in ’ERROR’ phenotype, there were: cell wall integrity surveilling system, auxin
biosynthesis and stress-related transcription factors from the ethylene-responsive AP2/ERF and
C2H2-ZF families. Deregulated Ca2+-decoding as well as redox-related elements together with
JA-pathway components might also contribute to the malfunctioning of the ’ERROR’ mutant. As
the mutant does not undergo full stomach formation after mechanical treatment, these missing
processes represent key milestones that might mediate growth-defence trade-offs under JA
signalling. This confirms the idea that carnivory has evolved by recycling the already available
molecular machineries of the ubiquitous plant immune system.
To better understand the mutant’s defect in the trap snapping mechanism, the ground states
(unstimulated traps) of the two phenotypes were compared. In this case, many cell wall-related
genes (e.g. expansins) were downregulated in the ’ERROR’ mutant. For the first time, these
data point to the importance of a special cell wall architecture of the trap, that might confer
the mechanical properties needed for a functional buckling system - which amplifies the speed
of the trap closure.
This study provides candidate channels for each of the AP phases that give rise to and shape
the sharp Venus flytrap-specific AP. It further underlines the possible contribution of the cell
wall architecture to the metastable ready-to-snap configuration of the trap before stimulation
- which might be crucial for the buckling-dependent snapping. And finally, it highlights
molecular milestones linked to defence responses that ensure trap morphing into a green
stomach after mechanostimulation. Altogether, these processes prove to be interdependent
and essential for a successful carnivorous lifestyle.
Colorectal Cancer (CRC) is the third most common cancer in the US. The majority of CRC cases are due to deregulated WNT-signalling pathway. These alterations are mainly caused by mutations in the tumour suppressor gene APC or in CTNNB1, encoding the key effector protein of this pathway, β-Catenin. In canonical WNT-signalling, β-Catenin activates the transcription of several target genes, encoding for proteins involved in proliferation, such as MYC, JUN and NOTCH. Being such a critical regulator of these proto-oncogenes, the stability of β-Catenin is tightly regulated by the Ubiquitin-Proteasome System. Several E3 ligases that ubiquitylate and degrade β-Catenin have been described in the past, but the antagonists, the deubiquitylases, are still unknown. By performing an unbiased siRNA screen, the deubiquitylase USP10 was identified as a de novo positive regulator of β-Catenin stability in CRC derived cells. USP10 has previously been shown in the literature to regulate both mutant and wild type TP53 stability, to deubiquitylate NOTCH1 in endothelial cells and to be involved in the regulation of AMPKα signalling. Overall, however, its role in colorectal tumorigenesis remains controversial. By analysing publicly available protein and gene expression data from colorectal cancer patients, we have shown that USP10 is strongly upregulated or amplified upon transformation and that its expression correlates positively with CTNNB1 expression. In contrast, basal USP10 levels were found in non-transformed tissues, but surprisingly USP10 is upregulated in intestinal stem cells. Endogenous interaction studies in CRC-derived cell lines, with different extend of APCtruncation, revealed an APC-dependent mode of action for both proteins. Furthermore, by utilising CRISPR/Cas9, shRNA-mediated knock-down and overexpression of USP10, we could demonstrate a regulation of β-Catenin stability by USP10 in CRC cell lines. It is widely excepted that 2D cell culture systems do not reflect complexity, architecture and heterogeneity and are therefore not suitable to answer complex biological questions. To overcome this, we established the isolation, cultivation and genetically modification of murine intestinal organoids and utilised this system to study Usp10s role ex vivo. By performing RNA sequencing, dependent on different Usp10 levels, we were able to recapitulate the previous findings and demonstrated Usp10 as important regulator of β-dependent regulation of stem cell homeostasis. Since genetic depletion of USP10 resulted in down-regulation of β-Catenin-dependent transcription, therapeutic intervention of USP10 in colorectal cancer was also investigated. Commercial and newly developed inhibitors were tested for their efficacy against USP10, but failed to significantly inhibit USP10 activity in colorectal cancer cells. To validate the findings from this work also in vivo, development of a novel mouse model for colorectal cancer has begun. By combining CRISPR/Cas9 and classical genetic engineering with viral injection strategies, WT and genetically modified mice could be transformed and, at least in some animals, intestinal lesions were detectable at the microscopic level. The inhibition of USP10, which we could describe as a de novo tumour-specific regulator of β-Catenin, could become a new therapeutic strategy for colorectal cancer patients.