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The Macroeconomic Dimensions of Credit: A Comprehensive Analysis of Finance, Inequality and Growth
(2024)
Schumpeter's monetary growth theory is particularly influential for the modern understanding of the macroeconomic role of banks and credit. Based on this theory, this dissertation examines the macroeconomic role of the financial system, especially credit, in (1) generating economic growth, (2) directing economic resources and (3) distributing wealth.
Chapter 3 first shows empirically that 1) there is a positive correlation between the growth of credit and economic growth, even for developed countries, 2) no empirical correlation between household saving and economic growth can be established, and 3) there are both positive, negative and insignificant effects of credit on economic growth at country-specific level. Thus, there is broad empirical support for Schumpeter's monetary hypotheses.
A particularly interesting application of Schumpeter's growth theory can be seen in China. The results of the empirical study suggest that there is generally a positive correlation between credit and economic growth in China, that is, however, not linear in terms of regions, time and size of the financial system. Furthermore, the results in Chapter 4 suggest that credit-financed industrial policy in China may have contributed to more investment and GDP growth, although there are non-linearities between individual industries and types of companies.
Finally, Chapter 5 raises the question of the role of the financial system in the distribution of wealth. While credit to households and companies, together with indicators of working and saving behavior and the age structure of the population, are the most important determinants of wealth inequality, there are also various non-linearities in the relationship between credit and wealth inequality, including in relation to the level of development of financial systems and home ownership ratios.
Binge Eating Disorder (BED) is a common, early-onset mental health condition characterised by uncontrollable episodes of overeating followed by negative emotions such as guilt and shame. An improved understanding of the neurocognitive mechanisms underlying BED is central to the development of more targeted and effective treatments. This thesis comprises a systematic review and three empirical studies contributing to this endeavour.
BED can be thought of as a disorder of cognitive-behavioural control. Indeed, self-report evidence points towards enhanced impulsivity and compulsivity in BED. However, retrospective self-reports do not capture the mechanisms underlying impulsive and compulsive lapses of control in the moment. The systematic review therefore focussed on the experimental literature on impulsivity and compulsivity in BED. The evidence was very mixed, although there was some indication of altered goal-directed control and behavioural flexibility in BED. We highlight poor reliability of experimental paradigms and the failure to properly account for weight status as potential reasons for inconsistencies between studies. Moreover, we propose that impulsivity and/or compulsivity may be selectively enhanced in negative mood states in BED and may therefore not be consistently detected in lab-based studies.
In the empirical studies, we explored the role of behavioural flexibility in BED using experimental and neuroimaging methods in concert with computational modelling. In the first empirical study, we assessed the reliability of a common measure of behavioural flexibility, the Probabilistic Reversal Learning Task (PRLT). We demonstrate that the behavioural and computational metrics of the PRLT have sufficient reliability to justify past and future applications if calculated using hierarchical modelling. This substantially improves reliability by reducing error variance. The results support the use of the PRLT in the second and third empirical studies on development and BED.
Because a majority of patients develop BED as adolescents or young adults, we speculated that it may emerge as a consequence of disrupted or deficient
maturation of behavioural flexibility. Little is known about typical development in this domain. We therefore investigated normative development of reversal learning from adolescence to adulthood in the second empirical study. Typically- developing adolescents exhibited less adaptive and more erratic and explorative behaviour than adults. This behaviour was accounted for by reduced sensitivity to positive feedback in a reinforcement learning model, and partially mediated by reduced activation reflecting uncertainty in the medial prefrontal cortex, a region known to mature substantially during adolescence.
In the third empirical study, we investigated reversal learning in BED, paying special attention to potential biases associated with learning from wins vs learning from losses. We speculated that negative urgency could make it more difficult for BED patients to learn and make decisions under pressure to avoid losses. To dissociate between effects of excess weight and BED, we collected data from obese individuals with and without BED as well as normal-weight controls. As hypothesised, there were subtle neurocognitive differences between obese participants with and without BED with regard to learning to obtain rewards and to avoid losses. Obese individuals showed relatively impaired learning to obtain rewards, while BED patients showed relatively impaired learning to avoid losses. This was reflected in differential learning signals in the brain and associated with BED symptom severity.
In sum, this thesis shows that the evidence on impulsivity and compulsivity in BED is inconsistent and offers potential explanations for this inconsistency. It highlights the need for reliability in interindividual difference research and indicates ways to improve it. Further, it charts the typical development of reversal learning from adolescence to adulthood and underscores the relevance of exploration in the context of learning and decision-making in adolescence. Finally, it demonstrates qualitative differences between BED and obesity, hinting at a pivotal role of aversive states in loss of control in BED.
Allogeneic hematopoietic cell transplantation (Allo-HCT) is the main and only treatment for many malignant and non-malignant haematological disorders. Even though the treatment has improved through the years and patient life expectancy has increased, graft versus host disease (GvHD) is still considered the main obstacle and one of the main reasons for increased mortality. Furthermore, improved patient’s survival and life expectancy brought into question the late post-HCT complications. The leading cause of late death after allo-HCT is the relapse of primary disease as well as chronic GvHD (cGvHD). However, a clear relationship was also described with pulmonary complications, endocrine dysfunction and infertility, and cataracts in post-HCT patients. In the last years big concern regarding a cumulative cardiovascular incidence in long-term survivors has been raised. Severe cardiovascular disease (CVD) is caused by atherosclerosis which is considered a chronic inflammatory disease of blood vessels. As such, it takes a long time from endothelial damage, as the onset event, and followed plaque formation to a manifestation of severe consequences, such as stroke, coronary heart disease, or peripheral arterial disease. Endothelial damage is well documented in patients post-HCT. In the context of allo-HCT, the endothelial damage is induced by the conditioning regimen with or without total body irradiation (TBI). Furthermore, endothelial cells (ECs) have been documented as a target of GvHD and increased concentration of circulating endothelial cells (CEC) coinciding with an increase in the number of circulating alloreactive T cells. According to 2021 ESC Guidelines on CVD prevention, the main atherosclerotic CVD (ASCVD) risk factors are blood apolipoprotein B (ApoB)-containing lipoproteins (of which low-density lipoprotein (LDL) is the most abundant), high blood pressure, cigarette smoking and diabetes mellitus (DM). GvHD is considered a high-risk factor for the onset of dyslipidaemia, hypertension, and DM. Overall, the risk of premature cardiovascular death is 2.7 fold increased in comparison to the general population, while the cumulative incidence of cardiovascular complications was shown to be up to 47% at ten years after reduced intensity conditioning (RIC), post-HCT. However, up to date, there are no available studies elucidating the interconnection between GvHD and atherosclerosis. The goal of this study was, therefore, to investigate the involvement of GvHD in the progression of atherosclerosis as well as to elucidate whether cytotoxic, CD8+ T cells that were shown to play a significant role in endothelial damage during the course of skin GvHD on one hand, and inducers of formation of unstable plaque on the other, are involved in this interconnection. For that purpose we established a novel minor histocompatibility anti gens (miHAg) allo-HCT Western diet (WD)-induced atherosclerosis mouse model. We were able to show that GvHD has a significant impact on atherosclerosis development in B6.Ldlr−/− recipient mice even in the absence of overt clinical disease activity. It seems that the impact is at least partly induced by CD8+ T cells, that showed significantly increased infiltration of aortic lesions in mice facing subclinical GvHD. As studies have shown in regular atherosclerotic mouse models as well as in humans, these CD8+ T cells exhibited not only increased expression of genes involved in activation, survival and differentiation to cytotoxic phenotype, but also some genes pointing out their exhaustion, that were absent in CD4+ T cell cluster. When anti-CD8β antibody was applied once per week along with WD feeding for eight weeks, the plaque formation was significantly reduced in aorta and aortic root pointing out the importance of these cells in an alloreactivity induced lesion formation. Furthermore, anti-CD8β treatment led to significantly decreased necrotic core formation followed by overall increase in plaque stability. Strikingly, bone marrow plus T cells (BMT) recipients fed WD showed significantly increased serum cholesterol levels in comparison to bone marrow (BM) (a group lacking alloreactive T cells that induce GvHD). This effect was reversed when anti-CD8β treatment was applied, suggesting, at least partly, an impact of alloreactive CD8+ T cells on cholesterol levels. Expression of genes responsible for lipid metabolism pointed out the tendency of the liver to regulate the increased cholesterol levels, however, the mechanism behind this phenotype still remains to be revealed. On the other hand, the impact of obesity, induced by chronic high-fat diet (HFD) feeding, has been shown to be an independent risk factor for gastrointestinal GvHD. Similarly, in major histocompatibility complex (MHC) disparate allo-HCT mouse model, we have noticed that even short-term WD intake leads to a significant decrease in survival of mice post-HCT. When the concentration of transplanted alloreactive T cells was reduced, the survival was improved, pointing out the involvement of these cells in the pathogenesis. Additionally, bioluminescence imaging (BLI) during initiation and effector phase of acute GvHD (aGvHD) revealed increased infiltration of alloreactive T cells in mice fed WD. Studies in an obesity model, we could confirm the involvement of specifically CD4+ T cells in WD induced impact, as the relative number of these cells was significantly increased in small intestine on day six post-HCT in mice fed WD. This increased intestinal infiltration was preceded by increase in the number of alloreactive T cells expressing intestine homing receptor (α4β7 integrin) in peripheral lymph nodes (LNs). Even though the number of T cells was not changed in the spleen of WD fed mice, the subset of CD4+ and CD8+ T cells that were highly secreting TNFα was increased as well as the expression of genes regulating pro-inflammatory cytokines such as IL-6 and interferon (IFN)γ pointing out significant WD-induced inflammation. Moreover, slight tendency towards increased intestinal permeability and load of translocated luminal bacteria, that we observed, could induce severe endotoxemia and dysregulated systemic immune response that could lead to detrimental induction of cell death. Justifying our speculations, we noted increased levels of transaminases and an increase in lactate dehydrogenase (LDH) levels (pointing out significant tissue damages). However, the exact mechanism behind this detrimental WD impact still remains to be elucidated.
The evolutionary success of higher plants is largely attributed to their tremendous developmental
plasticity, which allows them to cope with adverse conditions. However, because these adaptations
require investments of resources, they must be tightly regulated to avoid unfavourable trade-offs.
Most of the resources required are macronutrients based on carbon and nitrogen. Limitations in the
availability of these nutrients have major effects on gene expression, metabolism, and overall plant
morphology. These changes are largely mediated by the highly conserved master kinase SNF1-RELATED
PROTEIN KINASE1 (SnRK1), which represses growth and induces catabolic processes. Downstream of
SnRK1, a hub of heterodimerising group C and S1 BASIC LEUCINE ZIPPER (bZIP) transcription factors has
been identified. These bZIPs act as regulators of nutrient homeostasis and are highly expressed in
strong sink tissues, such as flowers or the meristems that initiate lateral growth of both shoots and
roots. However, their potential involvement in controlling developmental responses through their
impact on resource allocation and usage has been largely neglected so far. Therefore, the objective of
this work was to elucidate the impact of particularly S1 bZIPs on gene expression, metabolism, and
plant development.
Due to the high homology and suspected partial redundancy of S1 bZIPs, higher order loss-of-function
mutants were generated using CRISPR-Cas9. The triple mutant bzip2/11/44 showed a variety of robust
morphological changes but maintained an overall growth comparable to wildtype plants. In detail
however, seedlings exhibited a strong reduction in primary root length. In addition, floral transition
was delayed, and siliques and seeds were smaller, indicating a reduced supply of resources to the shoot
and root apices. However, lateral root density and axillary shoot branching were increased, suggesting
an increased ratio of lateral to apical growth in the mutant. The full group S1 knockout
bzip1/2/11/44/53 showed similar phenotypes, albeit far more pronounced and accompanied by
growth retardation. Metabolomic approaches revealed that these architectural changes were
accompanied by reduced sugar levels in distal sink tissues such as flowers and roots. Sugar levels were
also diminished in leaf apoplasts, indicating that long distance transport of sugars by apoplastic phloem
loading was impaired in the mutants. In contrast, an increased sugar supply to the proximal axillary
buds and elevated starch levels in the leaves were measured. In addition, free amino acid levels were
increased in bzip2/11/44 and bzip1/2/11/44/53, especially for the important transport forms
asparagine and glutamine. The increased C and N availability in the proximal tissues could be the cause
of the increased axillary branching in the mutants.
To identify bZIP target genes that might cause the observed shifts in metabolic status, RNAseq
experiments were performed. Strikingly, clade III SUGARS WILL EVENTUALLY BE EXPORTED (SWEET)
8
genes were abundant among the differentially expressed genes. As SWEETs are crucial for sugar export
to the apoplast and long-distance transport through the phloem, their reduced expression is likely to
be the cause of the observed changes in sugar allocation. Similarly, the reduced expression of
GLUTAMINE AMIDOTRANSFERASE 1_2.1 (GAT1_2.1), which exhibits glutaminase activity, could be an
explanation for the abundance of glutamine in the mutants. Additional experiments (ATAC-seq, DAPseq, PTA, q-RT-PCR) supported the direct induction of SWEETs and GAT1_2.1 by S1 bZIPs. To confirm
the involvement of these target genes in the observed S1 bZIP mutant phenotypes, loss-of-function
mutants were obtained, which showed moderately increased axillary branching. At the same time, the
induced overexpression of bZIP11 in axillary meristems had the opposite effect.
Collectively, a model is proposed for the function of S1 bZIPs in regulating sink tissue development. For
efficient long-distance sugar transport, bZIPs may be required to induce the expression of clade III
SWEETs. Thus, reduced SWEET expression in the S1 bZIP mutants would lead to a decrease in apoplastic
sugar loading and a reduced supply to distal sinks such as shoot or root apices. The reduction in longdistance transport could lead to sugar accumulation in the leaves, which would then increasingly be
transported via symplastic routes towards proximal sinks such as axillary branches and lateral roots or
sequestered as starch. The reduced GAT1_2.1 levels lead to an abundance of glutamine, a major
nitrogen transport form. The combined effect on C and N allocation results in increased nutrient
availability in proximal tissues, promoting the formation of lateral plant organs. Alongside emerging
evidence highlighting the power of bZIPs to steer nutrient allocation in other species, a novel but
evolutionary conserved role for S1 bZIPs as regulators of developmental plasticity is proposed, while
the generation of valuable data sets and novel genetic resources will help to gain a deeper
understanding of the molecular mechanisms involved
Forests are essential sources of tangible and intangible benefits, but global climate change associated with recurrent extreme drought episodes severely affects forest productivity due to extensive tree die-back. On that, it appeals to an urgency for large-scale reforestation efforts to mitigate the impact of climate change worldwide; however, there is a lack of understanding of drought-effect on sapling growth and survival mechanisms. It is also challenging to anticipate how long trees can survive and when they succumb to drought. Hence, to ensure success of reforestation programs and sustainable forest productivity, it is essential to identify drought-resistant saplings. For that, profound knowledge of hydraulic characteristics is needed. To achieve this, the study was split into two phases which seek to address (1) how the hydraulic and anatomical traits influence the sapling’s growth rate under drought stress. (2) how plant water potential regulation and physiological traits are linked to species’ water use strategies and their drought tolerance.
The dissertation is assembled of two study campaigns carried out on saplings at the Chair of Botany II, University of Würzburg, Germany. The first study involved three ecologically important temperate broadleaved tree species — saplings of 18-month (Acer pseudoplatanus, Betula pendula, and Sorbus aucuparia) — grown from seeds in contrasting conditions (inside a greenhouse and outside), with the latter being subjected to severe natural heat waves. In the second study, two additional temperate species (Fagus sylvatica and Tilia cordata) were added. The drying-out event was conducted using a randomised blocked design by monitoring plant water status in a climate-controlled chamber and a greenhouse.
In campaign I, I present the result based on analysed data of 82 plants of temperate deciduous species and address the juvenile growth rate trade-off with xylem safety-efficiency. Our results indicate biomass production varies considerably due to the contrasted growing environment. High hydraulic efficiency is necessary for increased biomass production, while safety-efficiency traits are decoupled and species-specific. Furthermore, productivity was linked considerably to xylem safety without revealing a well-defined pattern among species. Moreover, plasticity in traits differed between stressed and non-stressed plants. For example, safety-related characteristics were more static than efficiency-related traits, which had higher intra-specific variation. Moreover, we recorded anatomical and leaf traits adjustments in response to a stress condition, but consistency among species is lacking.
In campaign II, I combined different ways to estimate the degree of isohydry based on water potential regulation and connected the iso-anisohydric spectrum (i.e., hydroscape area, HSA) to hydraulic traits to elucidate actual plant performance during drought. We analysed plant water potential regulation (Ψpd and Ψmd) and stomatal conductance of 28-29 month saplings of five species. I used a linear mixed modelling approach that allowed to control individual variations to describe the water potential regulation and tested different conceptual definitions of isohydricity. The combined methods allowed us to estimate species' relative degree of isohydry. Further, we examined the traits coordination, including hydraulic safety margin, HSM; embolism resistance, P88; turgor loss, Ψtlp; stomata closure, Ps90; capacitance, C; cuticular conductance, gmin, to determine time to hydraulic failure (Thf). Thf is the cumulative effect of time to stomata closure (Tsc) and time after stomatal closure to catastrophic hydraulic failure (Tcrit).
Our results show the species' HSA matches their stomatal stringency, which confirms the relationship between stomatal response and leaf water potential decline. Species that close stomata at lower water potential notably had a larger HSA. Isohydric behaviour was mostly associated with leaf hydraulic traits and poorly to xylem safety traits. Species' degree of isohydry was also unrelated to the species' time to death during drying-out experiments. This supports the notion that isohydry behaviours are linked to water use rather than drought survival strategies. Further, consistent with our assumptions, more isohydric species had larger internal water storage and lost their leaf turgor at less negative water potentials. Counter to our expectations, neither embolism resistance nor the associated hydraulic safety margins were related to metrics of isohydry. Instead, our results indicate traits associated with plant drought response to cluster along two largely independent axes of variation (i.e., stomatal stringency and xylem safety). Furthermore, on the temporal progression of plant drought responses, stomatal closure is critical in coordinating various traits to determine species' hydraulic strategies. Desiccation avoidance strategy was linked to Tsc and coordinated traits response of Ps90, Ψtlp, and HSA, whereas desiccation tolerance was related to Tcrit and traits such as lower P88 value, high HSM, and lower gmin. Notably, the shoot capacitance (C) is crucial in Thf and exhibits dichotomous behaviour linked to both Tsc and Tcrit.
In conclusion, knowledge of growth rate trade-offs with xylem safety-efficiency combined with traits linked to species’ hydraulic strategies along the isohydry could substantially enhance our ability to identify drought-resistant saplings to ensure the success of reforestation programs and predicting sensitivity to drought for achieving sustainable forest ecosystems.
In this thesis we examine the vector boson scattering (VBS) process \(\mathrm p \mathrm p \to \mathrm e^+ \nu_\mathrm e\mu^-\bar\nu_\mu\mathrm j\mathrm j +X\) (short: \(\mathrm W^+\mathrm W^-\) scattering) at NLO accuracy in two experimental setups by performing a Monte Carlo analysis of a \(13\,\mathrm{TeV}\) LHC run. \(\mathrm W^+\mathrm W^-\) scattering shows similarities and differences compared to the scattering of other vector bosons. We present a detailed description of the types of appearing subprocesses and background processes. We give insight into our code which solves the problems we are faced within \(\mathrm W^+\mathrm W^-\) scattering. This is especially the presence of the Higgs-boson resonance in the fiducial phase-space region. Particular attention is dedicated to the permutation of resonances. The integrated signal cross section at LO \(\mathcal O(\alpha^6)\) amounts to \(2.6988(3)\,\mathrm{fb}\) and \(1.5322(2)\,\mathrm{fb}\), respectively, in the two experimental setups. The LO QCD-induced background of \(\mathcal O(\alpha_\mathrm s^2\alpha^4)\) amounts to \(6.9115(9)\,\mathrm{fb}\) and \(1.6923(3)\,\mathrm{fb}\). The EW corrections to the signal are \(-11.4\%\) and \(-6.7\%\), the QCD corrections amount to \(-5.2\%\) and \(-23.0\%\). The EW corrections to the background are \(-8.3\%\) and \(-5.3\%\), the QCD corrections amount to \(-30.3\%\) and \(-77.6\%\). Our results for the QCD corrections and the QCD-induced background include a large uncertainty from varying the renormalisation and factorisation scale, and we discuss improvements for future calculations. We show the differential cross sections with unique features of \(\mathrm W^+\mathrm W^-\) scattering compared to other VBS processes and investigate in particular the subprocess of Higgs-boson production by using a modified version of our setups.
The Role of Sphingosine 1-phosphate and S1PR1-3 in the Pathophysiology of Meningococcal Meningitis
(2024)
Neisseria meningitidis (N. meningitidis) is an obligate human pathogen which causes live-threatening sepsis and meningitis. The fatality rate after meningococcal infection is high and surviving patients often suffer from severe sequelae. To cause meningitis, N. meningitidis must overcome the endothelium of the blood-brain barrier. The bacterium achieves this through the interaction with endothelial surface receptors leading to alternations of the cellular metabolism and signaling, which lastly results in cellular uptake and barrier traversal of N. meningitidis. Sphingosine 1-phosphate (S1P) is a lipid mediator that belongs to the class of sphingolipids and regulates the integrity of the blood-brain barrier through the interaction with its cognate receptors S1P receptors 1-3 (S1PR1-3).
In this study, high performance liquid chromatography coupled with mass spectrometry (LC-MS/MS) was used to generate a time-resolved picture of the sphingolipid metabolism in a brain endothelial cell line (hCMEC/D3) upon meningococcal infection. Among various changes, S1P was elevated in the cellular compartment as well as in the supernatant of infected hCMEC/D3s. Analysis of mRNA expression in infected hCMEC/D3s with quantitative real-time polymerase chain reaction (RT-qPCR) revealed that the increase in S1P could be attributed to the enhanced expression of the S1P-generating enzyme sphingosine kinase 1 (SphK1). Antibody-based detection of SphK1 protein or phosphorylation at SphK1 residue Serine 225 in hCMEC/D3 plasma membrane fractions via Western Blot revealed that N. meningitidis also induced SphK1 phospho-activation and recruitment to the plasma membrane. Importantly, recruitment of SphK1 to the plasma membrane increases the probability of substrate encounter, thus elevating SphK activity. Enhanced SphK activity was also reflected on a functional level, as detected by a commercially available ATP depletion assay used for measuring the enzymatic activity of SphK. Infection of hCMEC/D3 cells with pilus-deficient mutants resulted in a lower SphK activation compared to the N. meningitidis wild type strain. hCMEC/D3 treatment with pilus-enriched protein fractions showed SphK activation similar to the infection with living bacteria and could be ascribed to pilus interaction with the membrane-proximal domain of cellular surface receptor CD147. Inhibition of SphK1 or SphK2 through pre-treatment with specific inhibitors or RNA interference reduced uptake of N. meningitidis into hCMEC/D3 cells, as measured with Gentamicin protection assays. Released S1P induced the phospho-activation of epidermal growth factor receptor (EGFR) via S1PR2 activation, whose expression was also increasing during infection. Furthermore, S1PR2 blockage had a preventive effect on bacterial invasion into hCMEC/D3 cells. On the contrary, activation of S1PR1+3 also reduced bacterial uptake, indicating an opposing regulatory role of S1PR1+3 and S1PR2 during N. meningitidis uptake. Moreover, SphK2 inhibition prevented inflammatory cytokine expression as well as release of interleukin-8 after N. meningitidis infection. Taken together, this study demonstrates the central role of S1P and its cognate receptors S1PR1-3 in the pathophysiology of meningococcal meningitis.
In this thesis, the Josephson effect in mercury telluride based superconducting quantum point contacts (SQPCs) is studied. Implementing such confined structures into topological superconductors has been proposed as a means to detect and braid Majorana fermions. For the successful realization of such experiments though, coherent transport across the constriction is essential. By demonstrating the Josephson effect in a confined topological system, the presented experiments lay the foundation for future quantum devices that can be used for quantum computation. In addition, the experiments also provide valuable insights into the behavior of the Josephson effect in the low-channel limit (N<20). Due to the confinement of the weak link, we can also study the Josephson effect in a topological insulator, where the edge modes interact.
In conclusion, this thesis discusses the fabrication of, and low-temperature measurements on mercury telluride quantum point contacts embedded within Josephson junctions. We find that the merging of the currently used fabrication methods for mercury telluride quantum point contacts and Josephson junctions does not yield a good enough device quality to resolve subbands of the quantum point contact as quantization effects in the transport properties. As we attribute this to the long dry etching time that is necessary for a top-contact, the fabrication process was adapted to reduce the defect density at the superconductor-semiconductor interface. Employing a technique that involves side contacting the mercury telluride quantum well and reducing the size of the mercury telluride mesa to sub-micrometer dimensions yields a quantized supercurrent across the junction. The observed supercurrent per mode is in good agreement with theoretical predictions for ballistic, one-dimensional modes that are longer than the Josephson penetration depth. Moreover, we find that oscillatory features superimpose the plateaus of the supercurrent and the conductance. The strength of these oscillatory features are sample-dependent and complicate the identification of plateaus. We suggest that the oscillatory features originate mainly from local defects and the short gate electrode. Additionally, resonances are promoted within the weak link if the transparency of the superconductor-HgTe interface differs from one.
Furthermore, the research explores the regimes of the quantum spin Hall effect and the 0.5 anomaly. Notably, a small yet finite supercurrent is detected in the QSH regime. In samples fabricated from thick mercury telluride quantum wells, the supercurrent appears to vanish when the quantum point contact is tuned into the regime of the 0.5 anomaly. For samples fabricated from thin mercury telluride quantum wells, the conductance as well as the supercurrent vanish for strong depopulation. In these samples though, the supercurrent remains detectable even for conductance values significantly below 2 e²/h.
Numerical calculation reproduce the transport behavior of the superconducting quantum point contacts.
Additionally, the topological nature of the weak link is thoroughly investigated using the supercurrent diffraction pattern and the absorption of radio frequency photons. The diffraction pattern reveals a gate independent, monotonous decay of $I_\text{sw}(B)$, which is associated with the quantum interference of Andreev bound states funneled through the quantum point contact. Interestingly, the current distribution in the weak link appears unaffected as the quantum point contact is depleted. In the RF measurements, indications of a 4π periodic supercurrent are observed as a suppression of odd Shapiro steps. The ratio of the 4π periodic current to the 2π periodic current appears to decrease for smaller supercurrents, as odd Shapiro steps are exclusively suppressed for large supercurrents. Additionally, considering the observation that the supercurrent is small when the bulk modes in the quantum point contact are fully depleted, we suggest that the re-emerging of odd Shapiro steps is a consequence of the group velocity of the edge modes being significantly suppressed when the bulk modes are absent. Consequently, the topological nature of the superconducting quantum point contact is only noticeable in the transport properties when bulk modes are transmitted through the superconducting quantum point contact.
The shown experiments are the first demonstration of mercury telluride superconducting quantum point contacts that exhibit signatures of quantization effects in the conductance as well as the supercurrent. Moreover, the experiments suggest that the regime of interacting topological edge channels is also accessible in mercury telluride superconducting quantum point contacts. This is potentially relevant for the realization of Majorana fermions and their application in the field of quantum computation.
In this work we expanded upon a study from our group where a ligand-based TNF-α mutein was developed to engage specifically TNFR2 and not TNFR1 activating Tregs and expanding them, which in an allo-HCT context conferred protection from GvHD. Fusing TNF trimers to the heavy chain of an Fc-dead and mouse irrelevant antibody, a new generation of this agonist was developed called NewSTAR2. It is believed that other members of the TNFSF can also target Tregs, therefore additional agonists against DR3 and GITR were developed under the same principles as for NewSTAR2. Phenotyping analysis of the expression of these three receptors were done to confirm their specificity for Tregs before in vitro and in vivo testings with mice or murine splenic cells. A potent expansion of Tregs was seen with NewSTAR2 and the other agonists as well as upregulation of activation markers on Tregs. Thorough analyses with NewSTAR2-treated mice showed how Tregs in several immune and non-immune organs were expanded and upregulated immunomodulatory receptors. A miniature suppressive assay and other cocultures with responder cells confirmed their enhanced suppression over unstimulated Tregs through contact dependent and independent mechanisms. Despite other myeloid cells also being increased after treatment, no undesired effects were observed under steady-state and prophylactic administration of a single dose of NewSTAR2 improved survival frequencies and lessened development of clinical symptoms. Prophylactic treatment with the other TNFRSF agonists showed similar protection yet Fc(DANA)-muTL1A was superior in in terms of less death events and lower clinical score. It was found that not all the three TNFSF members have redundant functions as development of skin lesions was observed with GITRL-based agonist Fc(DANA)-muGITRL, although its expansion of Tregs in steady-state was remarkable with no apparent adverse effects. Neither agonist had an impact on donor cell engraftment or allorective T cell response, however NewSTAR2-treatmend proved to reduce inflammation in small intestine and liver. This work is proof of concept of the effectivity of selectively engaging TNFSF to activate Tregs and expand them systemically allowing them to control strong and complex immune interactions like those governing GvHD.
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.
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.
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.
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.
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.