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Multimodal interfaces (MMIs) are a promising human-computer interaction paradigm.
They are feasible for a wide rang of environments, yet they are especially suited if interactions are spatially and temporally grounded with an environment in which the user is (physically) situated.
Real-time interactive systems (RISs) are technical realizations for situated interaction environments, originating from application areas like virtual reality, mixed reality, human-robot interaction, and computer games.
RISs include various dedicated processing-, simulation-, and rendering subsystems which collectively maintain a real-time simulation of a coherent application state.
They thus fulfil the complex functional requirements of their application areas. Two contradicting principles determine the architecture of RISs: coupling and cohesion.
On the one hand, RIS subsystems commonly use specific data structures for multiple purposes to guarantee performance and rely on close semantic and temporal coupling between each other to maintain consistency.
This coupling is exacerbated if the integration of artificial intelligence (AI) methods is necessary, such as for realizing MMIs.
On the other hand, software qualities like reusability and modifiability call for a decoupling of subsystems and architectural elements with single well-defined purposes, i.e., high cohesion.
Systems predominantly favour performance and consistency over reusability and modifiability to handle this contradiction.
They thus accept low maintainability in general and hindered scientific progress in the long-term.
This thesis presents six semantics-based techniques that extend the established entity-component system (ECS) pattern and pose a solution to this contradiction without sacrificing maintainability: semantic grounding, a semantic entity-component state, grounded actions, semantic queries, code from semantics, and decoupling by semantics.
The extension solves the ECS pattern's runtime type deficit, improves component granularity, facilitates access to entity properties outside a subsystem's component association, incorporates a concept to semantically describe behavior as complement to the state representation, and enables compatibility even between RISs.
The presented reference implementation Simulator X validates the feasibility of the six techniques and may be (re)used by other researchers due to its availability under an open-source licence.
It includes a repertoire of common multimodal input processing steps that showcase the particular adequacy of the six techniques for such processing.
The repertoire adds up to the integrated multimodal processing framework miPro, making Simulator X a RIS platform with explicit MMI support.
The six semantics-based techniques as well as the reference implementation are validated by four expert reviews, multiple proof of concept prototypes, and two explorative studies.
Informal insights gathered throughout the design and development supplement this assessment in the form of lessons learned meant to aid future development in the area.
Die menschliche Nahrung enthält antioxidative Stoffe, die den Menschen möglicherweise vor oxidativem Stress und seinen Konsequenzen schützen können. Im Fokus der vorliegenden Arbeit standen Anthocyane, die als vielversprechende antioxidative Pflanzenstoffe in unterschiedlichen Obst- und Gemüsesorten zu finden sind.
Im ersten Teil der Arbeit wurden in einem HT-29-Zellkulturmodell die zwei wichtigsten Vertreter der Anthocyanidine, Delphinidin und Cyanidin, untersucht. Es galt zu prüfen, ob beide Pflanzenstoffe in geringen Konzentrationen in humanen Zellen antioxidativ wirken und oxidativen Genomschaden verhindern können. Im Comet-Assay reduzierten sowohl Delphinidin (ab 3,2 µM) als auch Cyanidin (ab 1 µM) signifikant die durch 100 µM Wasserstoffperoxid induzierten DNA-Schäden in den HT-29-Zellen. Im Comet-Assays mit FPG-Enzym wurde deutlich, dass eine Präinkubation mit Cyanidin wirksam die Oxidation der DNA-Basen verringert. Die Auswirkungen auf den Glutathionspiegel wurden mit Hilfe des Glutathion-Recycling-Assays nach Tietze untersucht. Die Präinkubation mit Cyanidin führte hierbei zu keinen signifikanten Veränderungen. Um die Auswirkungen der Anthocyanidine auf die intrazelluläre ROS-Produktion zu beobachten, wurde der fluoreszierenden Farbstoffs DHE verwendet. Sowohl Delphinidin (10 und 15 µM) als auch Cyanidin (10 und 20 µM) senkten signifikant die durch 25 µM Antimycin A angeregte ROS-Produktion.
Im zweiten Teil der Arbeit wurde ein anthocyanreicher roter Fruchtsaft in einer 10-wöchigen Interventionsstudie am Menschen getestet. Hieran nahmen sowohl 19 Fibromyalgiepatienten als auch 10 gesunde Probanden teil. Es sollte die Hypothese geprüft werden, dass die konzentrierte und andauernde Einnahme des Saftes messbar oxidative Stressparameter im Blut verändert. Außerdem sollten mögliche Unterschiede im oxidativen Stresslevel zwischen Patienten und gesunden Probanden aufgedeckt werden. Nach jeder Studienphase erfolgte eine Befragung nach klinischen Symptomen und die Abgabe einer Urin- und Blutprobe in der Schmerzambulanz der Uniklinik Würzburg (2 Wochen Einwaschphase, 4 Wochen Fruchtsaftphase mit je 750 ml Saft täglich, 4 Wochen Auswaschphase). Das ROS-Level wurde mit 2 Methoden in den mononukleären Blutzellen untersucht: In der photometrischen NBT-Messung konnten keine signifikanten Unterschiede zwischen den Gruppen oder Zeitpunkten beobachtet werden. Bei der durchflusszytometrischen Messung mit Hilfe des fluoreszierenden DCF-Farbstoffes lag das ROS-Level der Patientengruppe vor Fruchtsafteinnahme signifikant höher als das der Kontrollgruppe. Zur Messung der antioxidativen Kapazität wurde die Eisen-Reduktionsfähigkeit (FRAP) im Plasma untersucht. In der Patientengruppe zeigte sich eine Steigerung der antioxidativen Kapazität nach Einnahme des Fruchtsaftes. Die Unterschiede zwischen den beiden Gruppen waren gering. Sowohl das Gesamtglutathion als auch die oxidierte und reduzierte Form wurden in den Erythrozyten der Probanden mit dem Glutathion-Recycling-Assay gemessen. Nach der Fruchtsafteinnahme stieg die Konzentration des Gesamtglutathions in der Patientengruppe an.
Zusammenfassend konnte in dieser Arbeit gezeigt werden, dass Delphinidin und Cyanidin auch in geringen Konzentrationen (1µM - 20µM) einen antioxidativer Effekt in HT-29-Zellen haben und vor oxidativem DNA-Schaden schützen können. Die Ergebnisse der Interventionsstudie unterschieden sich teilweise in den einzelnen Endpunkten. Es war nicht möglich, den Fibromyalgiepatienten ein höheres oxidatives Stresslevel nachzuweisen. Ein Grund für die geringeren Effekte des Fruchtsaftes könnte in der eher geringen Bioverfügbarkeit der Anthocyane liegen. Außerdem könnte die Heterogenität der Fibromyalgieerkrankung genauso wie andere endogene oder exogene Faktoren wie etwa Alter oder Medikamenteneinnahme die teilweise großen interindividuellen Schwankungen der Messergebnisse hinsichtlich der oxidativen Stressparameter bedingen. Klinisch profitierten einige der Fibromyalgiepatienten von der Fruchtsafteinnahme insbesondere hinsichtlich der Reizdarmsymptomatik. Dieses Volksleiden könnte ein interessanter Ansatzpunkt für Folgeuntersuchungen mit einem anthocyanreichen Produkt sein.
In Deutschland erkranken jährlich etwa 500.000 Menschen an Krebs, wovon circa
12.000 die Diagnose „Leukämie“ gestellt bekommen [1]. Unter den Leukämien weist
die akute myeloische Leukämie (AML) die ungünstigste Prognose auf, sodass hier
erheblicher Forschungsbedarf besteht. Zusätzlich schnitten viele potentielle Therapeutika,
die sich in bisherigen präklinischen Testsystemen als vielversprechend erwiesen
haben, in klinischen Studien schlecht ab [8]. Ziel dieser Arbeit war daher die
Etablierung eines 3D in vitro Blutgefäß-/Gewebemodells als verbessertes präklinisches
System zur Testung von Therapeutika, die zur erfolgreichen Behandlung von
Leukämien beitragen sollen.
Das 3D Blutgefäßmodell bestand aus humanen primären Endothelzellen, welche
als Monolayer auf der Serosaseite einer dezellularisierten, porzinen, intestinalen Kollagenmatrix
(SIS-Ser) wuchsen. Nach 14-tägiger Zellkultur wurden dem Versuchsansatz
entsprechend nichtadhärente THP-1 Zellen (AML-M5-Zelllinie) und Tipifarnib
oder entsprechende Kontrolllösungen beziehungsweise bimolekulare Antikörperkonstrukte
mit PBMCs als Effektorzellen hinzupipettiert. Nach 5-tägiger Inkubation
mit Tipifarnib beziehungsweise 24-stündiger Behandlung mit Antikörperkonstrukten
wurde der therapiebedingte Anstieg der Apoptoserate in den malignen THP-1 Zellen
mittels durchflusszytometrischer Analyse der Modellüberstände ermittelt. Zum
Ausschluss verbliebener und durchflusszytometrisch zu analysierender Zellen wurde,
stellvertretend für alle Suspensionszellen, eine Anti-CD13/DAB-Färbung durchgeführt,
welche negativ ausfiel. Mögliche Kollateralschäden am Endothel wurden
mittels histologischen Färbemethoden an Gewebeparaffinschnitten untersucht.
In der Durchflusszytometrie zeigte Tipifarnib sowohl im 2D als auch im 3D Modell
äquivalente, dosisabhängige und antileukämische Auswirkungen auf die THP-1 Zellen.
Bei Applikation der Antikörperkonstrukte ließ lediglich die Kombination beider Hemibodies signifikante Effekte auf die THP-1 Zellen erkennen. Dabei zeigten sich
bei konstanten Konzentrationen der Antikörperkonstrukte im 3D Modell deutlich
höhere Apoptoseraten (58%) als im 2D Modell (38%). Stellt man Vergleiche von
Tipifarnib mit den T-Zell-rekrutierenden Antikörperkonstrukten an, so ließen sich
im 2D Modell ähnliche Apoptoseraten in den THP-1 Zellen erzielen (jeweils 38% bei
Anwendung von 500 nM Tipifarnib). In den 3D Modellen erzielten jedoch die niedriger
konzentrierten Antikörperkonstrukte bei kürzerer Inkubationsdauer eine noch
höhere spezifische Apoptoserate in den THP-1 Zellen (im Mittel 58%) als 500 nM
Tipifarnib (mittlere Apoptoserate 40%). Bezüglich der Nebenwirkungen ließ sich
im 3D Modell nach Applikation von Antikörperkonstrukten kein wesentlicher Einfluss
auf das Endothel erkennen, während Tipifarnib/DMSO als auch die mit DMSO
versetzten Kontrolllösungen zu einer dosisabhänigen Destruktion des ursprünglichen
Endothelzellmonolayers führten. Damit stellt die hier beschriebene, hoch spezifische,
Hemibody-vermittelte Immuntherapie einen vielversprechenden Ansatz für zukünftige
onkologische Therapien dar.
Mithilfe des etablierten humanen 3D in vitro Modells konnte im Vergleich zur
konventionellen Zellkultur eine natürlichere Mikroumgebung für Zellen geschaffen
und die Auswirkungen der Testsubstanzen sowohl auf maligne Zellen, als auch auf
die Gefäßstrukturen untersucht werden.
The Micromegas technology is one of the most successful modern gaseous detector concepts and widely utilized in nuclear and particle physics experiments. Twenty years of R & D rendered the technology sufficiently mature to be selected as precision tracking detector for the New Small Wheel (NSW) upgrade of the ATLAS Muon spectrometer. This will be the first large scale application of Micromegas in one of the major LHC experiments. However, many of the fundamental microscopic processes in these gaseous detectors are still not fully understood and studies on several detector aspects, like the micromesh geometry, have never been addressed systematically.
The studies on signal formation in Micromegas, presented in the first part of this thesis, focuses on the microscopic signal electron loss mechanisms and the amplification processes in electron gas interaction. Based on a detailed model of detector parameter dependencies, these processes are scrutinized in an iterating comparison between exper- imental results, theory prediction of the macroscopic observables and process simulation on the microscopic level. Utilizing the specialized detectors developed in the scope of this thesis as well as refined simulation algorithms, an unprecedented level of accuracy in the description of the microscopic processes is reached, deepening the understanding of the fundamental process in gaseous detectors.
The second part is dedicated to the challenges arising with the large scale Micro- megas production for the ATLAS NSW. A selection of technological choices, partially influenced or determined by the herein presented studies, are discussed alongside a final report on two production related tasks addressing the detectors’ core components: For the industrial production of resistive anode PCBs a detailed quality control (QC) and quality assurance (QA) scheme as well as the therefore required testing tools have been developed. In parallel the study on micromesh parameter optimization and production feasibility resulted in the selection of the proposed mesh by the NSW community and its full scale industrial manufacturing. The successful completion of both tasks were im- portant milestones towards the construction of large size Micromegas detectors clearing the path for NSW series production.
In this work fluorescence-based single molecule detection at low concetration is investigated, with an emphasis on the usage of active transport and waveguides.
Active transport allows to overcome the limits of diffusion-based systems in terms of the lowest detectable threshold of concentration.
The effect of flow in single molecule experiments is investigated and a theoretical model is derived for laminar flow.
Waveguides on the other hand promise compact detection schemes and show great potential for their possible integration into lab-on-a-chip applications. Their properties in single molecule experiments are analyzed with help of a method based on the reciprocity theorem of electromagnetic theory.
The subject of this thesis is the control of strain in HgTe thin-film crystals. Such systems are members of the new class of topological insulator materials and therefore of special research interest. A major task was the experimental control of the strain in the HgTe films. This was achieved by a new epitaxial approach and confirmed by cristallographic analysis and magneto-transport measurements.
In this work, strain was induced in thin films by means of coherent epitaxy on substrate crystals. This means that the film adopts the lattice constant of the substrate in the plane of the substrate-epilayer interface. The level of strain is determined by the difference between the strain-free lattice constants of the substrate and epilayer material (the so-called lattice mismatch). The film responds to an in-plane strain with a change of its lattice constant perpendicular to the interface. This relationship is crucial for both the correct interpretation of high resolution X-ray diffraction (HRXRD) measurements, and the precise determination of the band dispersion. The lattice constant of HgTe is smaller than the lattice constant of CdTe. Therefore, strain in HgTe is tensile if it is grown on a CdTe substrate. In principle, compressive strain can be achieved by using an appropriate \(\text{Cd}_{1-x}\text{Zn}_{x}\text{Te}\) substrate. This concept was modified and applied in this work.
Epilayers have been fabricated by molecular-beam epitaxy (MBE). The growth of thick buffer layers of CdTe on GaAs:Si was established as an alternative to commercial CdTe and \(text{Cd}_{0.96}\text{Zn}_{0.04}\text{Te}\) substrates. The growth conditions have been optimized by an analysis of atomic force microscopy and HRXRD studies. HRXRD measurements reveal a power-law increase of the crystal quality with increasing thickness. Residual strain was found in the buffer layers, and was attributed to a combination of finite layer thickness and mismatch of the thermal expansion coefficients of CdTe and GaAs. In order to control the strain in HgTe epilayers, we have developed a new type of substrate with freely adjustable lattice constant.
CdTe-\(\text{Cd}_{0.5}\text{Zn}_{0.5}\text{Te}\) strained-layer-superlattices have been grown by a combination of MBE and atomic-layer epitaxy (ALE), and have been analyzed by HRXRD. ALE of the \(\text{Cd}_{0.5}\text{Zn}_{0.5}\text{Te}\) layer is self-limiting to one monolayer, and the effective lattice constant can be controlled reproducibly and straightforward by adjusting the CdTe layer thickness. The crystal quality has been found to degrade with increasing Zn-fraction. However, the effect is less drastic compared to single layer \(\text{Cd}_{1-x}\text{Zn}_{x}\text{Te}\) solid solutions. HgTe quantum wells (QWs) sandwiched in between CdHgTe barriers have been fabricated in a similar fashion on superlattices and conventional CdTe and \(\text{Cd}_{0.96}\text{Zn}_{0.04}\text{Te}\) substrates. The lower critical thickness of the CdHgTe barrier material grown on superlattice substrates had to be considered regarding the sample design. The electronic properties of the QWs depend on the strain and thickness of the QW. We have determined the QW thickness with an accuracy of \(\pm\)0.5 nm by an analysis of the beating patterns in the thickness fringes of HRXRD measurements and X-ray reflectometry measurements. We have, for the first time, induced compressive strain in HgTe QWs by an epitaxial technique (i.e. the effective lattice constant of the superlattice is lower compared to the lattice constant of HgTe). The problem of the lattice mismatch between superlattice and barriers has been circumvented by using CdHgTe-ZnHgTe superlattices instead of CdHgTe as a barrier material. Furthermore, the growth of compressively strained HgTe bulk layers (with a thickness of at least 50 nm) was demonstrated as well.
The control of the state of strain adds a new degree of freedom to the design of HgTe epilayers, which has a major influence on the band structure of QWs and bulk layers. Strain in bulk layers lifts the degeneracy of the \(\Gamma_8\) bands at \(\mathbf{k}=0\). Tensile strain opens an energy gap, compressive strain shifts the touching points of the valence- and conduction band to positions in the Brillouin zone with finite \(\mathbf{k}\). Such a situation has been realized for the first time in the course of this work. For QWs in the inverted regime, it is demonstrated that compressive strain can be used to significantly enhance the thermal energy gap of the two-dimensional electron gas (2DEG). In addition, semi-metallic and semiconducting behavior is expected in wide QWs, depending on the state of strain. An examination of the temperature dependence of the subband ordering in QWs revealed that the band gap is only temperature-stable for appropriate sample parameters and temperature regimes. The band inversion is always lifted for sufficiently high temperatures.
A large number of models investigate the influence of the band gap on the stability of the quantum-spin-Hall (QSH) effect. An enhancement of the stability of QSH edge state conductance is expected for enlarged band gaps. Furthermore, experimental studies on the temperature dependence of the QSH conductance are in contradiction to theoretical predictions. Systematic studies of these aspects have become feasible based on the new flexibility of the sample design.
Detailed low-temperature magnetotransport studies have been carried out on QWs and bulk layers. For this purpose, devices have been fabricated lithographically, which consist of two Hall-bar geometries with different dimensions. This allows to discriminate between conductance at the plane of the 2DEG and the edge of the sample. The Fermi energy in the 2DEG has been adjusted by means of a top gate electrode. The strain-induced transition from semi-metallic to semiconducting characteristics in wide QWs was shown. The magnitude of the semi-metallic overlap of valence- and conduction band was determined by an analysis of the two-carrier conductance and is in agreement with band structure calculations. The band gap of the semiconducting sample was determined by measurements of the temperature dependence of the conductance at the charge-neutrality point. Agreement with the value expected from theory has been achieved for the first time in this work. The influence of the band gap on the stability of QSH edge state conductance has been investigated on a set of six samples. The band gap of the set spans a range of 10 to 55 meV. The latter value has been achieved in a highly compressively strained QW, has been confirmed by temperature-dependent conductance measurements, and is the highest ever reported in the inverted regime. Studies of the carrier mobility reveal a degradation of the sample quality with increasing Zn-fraction in the superlattice, in agreement with HRXRD observations. The enhanced band gap does not suppress scattering mechanisms in QSH edge channels, but lowers the conductance in the plane of the 2DEG. Hence, edge state conductance is the dominant conducting process even at elevated temperatures. An increase in conductance with increasing temperature has been found, in agreement with reports from other groups. The increase follows a power-law dependency, the underlying physical mechanism remains open. A cause for the lack of an increase of the QSH edge state conductance with increasing energy gap has been discussed. Possibly, the sample remains insulating even at finite carrier densities, due to localization effects. The measurement does not probe the QSH edge state conductance at the situation where the Fermi energy is located in the center of the energy gap, but in the regime of maximized puddle-driven scattering. In a first set of measurements, it has been shown that the QSH edge state conductance can be influenced by hysteretic charging effects of trapped states in the insulating dielectric. A maximized conductance of \(1.6\ \text{e}^2/\text{h}\) was obtained in a \(58\ \mu\text{m}\) edge channel. Finally, measurements on three dimensional samples have been discussed. Recent theoretical works assign compressively strained HgTe bulk layers to the Weyl semi-metal class of materials. Such layers have been synthesized and studied in magnetotransport experiments for the first time. Pronounced quantum-Hall- and Shubnikov-de-Haas features in the Hall- and longitudinal resistance indicate two-dimensional conductance on the sample surface. However, this conductance cannot be assigned definitely to Weyl surface states, due to the inversion of \(\Gamma_6\) and \(\Gamma_8\) bands. If a magnetic field is aligned parallel to the current in the device, a decrease in the longitudinal resistance is observed with increasing magnetic field. This is a signature of the chiral anomaly, which is expected in Weyl semi-metals.
The basement membrane separates the epithelium from the stroma of any given barrier tissue and is essential in regulating cellular behavior, as mechanical barrier and as structural support. It further plays an important role for new tissue formation, homeostasis, and pathological processes, such as diabetes or cancer. Breakdown of the basement membrane is believed to be essential for tumor invasion and metastasization. Since the basement membrane is crucial for many body functions, the development of artificial basement membranes is indispensable for the ultimate formation of engineered functional tissue, however, challenging due to their complex structure.
Electrospinning enables the production of fibers in the nano- or microscale range with morphological similarities to the randomly orientated collagen and elastic fibers in the basement membrane. However, electrospun fibers often lack the functional similarity to guide cells and maintain tissue-specific functions. Hence, their possible applications as matrix structure for tissue engineering are limited.
Herein, the potential of polyester meshes, modified with six armed star-shaped pre-polymers and cell-adhesion-mediating peptides, was evaluated to act as functional isotropic and bipolar artificial basement membranes. Thereby, the meshes were shown to be biocompatible and stable including under dynamic conditions, and the degradation profile to correlate with the rate of new tissue formation. The different peptide sequences did not influence the morphology and integrity of the fibers. The modified membranes exhibited protein-repellent properties over 12 months, indicating the long-term stability of the cross-linked star-polymer surfaces.
Cell culture experiments with primary fibroblasts and a human keratinocyte cell line (HaCaT) revealed that cell adhesion and growth strongly depends on the peptide sequences and their combinations employed. HaCaT cells grew to confluence on membranes modified with a combination of laminin/collagen type IV derived binding sequences and with a combination of fibronectin/laminin/collagen type IV derived peptide sequences. Fibroblasts strongly adhered to the fibronectin derived binding sequence and to membranes containing a combination of fibronectin/laminin/collagen type IV derived peptide sequences. The adhesion and growth of fibroblasts and HaCaT cells were significantly reduced on membranes modified with laminin, as well as collagen IV derived peptide sequences. HaCaT cells and fibroblasts barely adhered onto meshes without peptide sequences.
Co-culture experiments at the air-liquid interface with fibroblasts and HaCaT cells confirmed the possibility of creating biocompatible, biofunctional and biomimetic isotropic and bipolar basement membranes, based on the functionalized fibers. HaCaT cells grew in several layers, differentiating towards the surface and expressing cytokeratin 10 in the suprabasal and cytokeratin 14 in the basal layers. Migration of fibroblasts into the electrospun membrane was shown by vimentin staining. Moreover, specific staining against laminin type V, collagen type I, III, IV and fibronectin illustrated that cells started to remodel the electrospun membrane and produced new extracellular matrix proteins following the adhesion to the synthetic surface structures.
The culturing of primary human skin keratinocytes proved to be difficult on electrospun fibers. Cells attached to the membrane, but failed to form a multilayered, well-stratified, and keratinized epidermal layer. Changing the fiber composition and fixation methods did not promote tissue development. Further investigations of the membrane demonstrated the tremendous influence of the pore size of the membrane on epithelial formation. Furthermore, primary keratinocytes reacted more sensitive to pH changes in the medium than HaCaT cells did.
Since primary keratinocytes did not adequately develop on the functionalized meshes, polycarbonate membranes were used instead of electrospun meshes to establish oral mucosa models. The tissue-engineered models represented important features of native human oral mucosa. They consisted of a multilayered epithelium with stratum basale, stratum spinosum, stratum granulosum, and stratum corneum. The models formed a physical barrier and the expression of characteristic cell markers was comparable with that in native human oral mucosa. The results from the ET-50 assay and the irritation study reflected the reproducibility of the tissue equivalents.
Altogether, electrospinning enables the production of fibers with structural similarity to the basement membrane. Incorporating extracellular matrix components to mimic the functional composition offers a safe and promising way to modify the fibers so that they can be used for different tissue engineering applications. The resultant biomimetic membranes that can be functionalized with binding sequences derived from widely varying proteins can be used as a toolbox to study the influence of isotropic and bipolar basement membranes on tissue formation and matrix remodeling systematically, with regards to the biochemical composition and the influence and importance of mono- and co-culture. The oral mucosa models may be useful for toxicity and permeation studies, to monitor the irritation potential of oral health care products and biomaterials or as a disease model.
Die Forschung mit induzierten pluripotenten Stammzellen (ipS) wurde in den letzten Jahren ein wichtiger Bestandteil der Stammzellforschung. Bisher sind nur wenige Möglichkeiten bekannt, wie man die unspezifische Proliferation der aus ipS differenzierten pan neuralen Progenitorzellen kontrollieren kann. Um dies weiter zu untersuchen, wurden murine induzierte Stammzellen, die mit den 4 Faktoren Oct4, Klf4, Sox2 und c-Myc reprogrammiert wurden, untersucht.
In diversen Forschungsreihen konnte zudem gezeigt werden, dass Erythropoetin (EPO) einen Einfluss auf das Zellüberleben, die Proliferation und die Differenzierung neuronaler Zellen hat. Ob dieser Einfluss auch bei induzierten pan neuralen pluripotenten Progenitorzellen zu beobachten ist, wird in dieser Arbeit untersucht.
Anhand eines Zellviabilitätsversuchs (MTT-Assay) wurde untersucht, ob die Stoffwechselaktivität durch EPO (0,1U/ml, 1 U/ml und 10 U/ml) im Vergleich zur Kontrollgruppe gesteigert werden kann. Dabei zeigte sich eine deutliche Zunahme nach 24 Stunden bei 1 und 10 U/ml EPO. Der Einfluss von EPO auf die Proliferation der Zellen wurde an Neurosphären unter Einsatz verschiedener EPO-Konzentrationen (0,1U/ml, 1U/ml und 10U/ml) sowie ohne EPO (Kontrollgruppe) untersucht. Dabei zeigte sich eine Reduzierung der Sphärenanzahl mit einem Durchmesser von >100µm bei zunehmender EPO-Konzentration. Im Gegensatz hierzu stieg die Anzahl der Sphären mit einem Durchmesser von 50-100µm. Die neuronale Differenzierung wurde durch den Zellfortsatz-Versuch mit Tuj1 positiven Zellfortsätzen in einer Monolayer-Kultur beobachtet. Dabei zeigte sich unter EPO eine Zunahme der Zellen mit einem Fortsatz. Ebenso wurde eine Durchflusszytometrie zum Nachweis der Proliferationshemmung durch EPO durchgeführt. Dazu wurden die Zellen mit CFSE markiert und mit einer EPO- oder Kontrolllösung versetzt. Dabei zeigte sich bei zunehmender EPO-Konzentration eine deutliche Zunahme der CFSE-Konzentration nach 48 und 72 Stunden. Der Nachweis, dass die Zellen auf EPO reagieren, wurde durch einen Western Blot erbracht. Dieser zeigte, dass die verwendeten 4F induzierte pan neurale Progenitorzellen (4F ipNP-Zellen) einen funktionellen EPO-Rezeptor besitzen, dessen Expression durch EPO deutlich gesteigert werden kann.
Es konnte gezeigt werden, dass EPO die Proliferation der Zellen vermindert, gleichzeitig aber auch die Zellviabilität und die Zelldifferenzierung erhöht. Diese Ergebnisse sind jedoch von vielen Faktoren abhängig, sodass noch einiges auf diesem Gebiet zu erforschen bleibt.
The current dissertation addresses the analysis of technology-enhanced learning processes by using Process Mining techniques. For this purpose, students’ coded think-aloud data served as the measurement of the learning process, in order to assess the potential of this analysis method for evaluating the impact of instructional support.
The increasing use of digital media in higher education and further educational sectors enables new potentials. However, it also poses new challenges to students, especially regarding the self-regulation of their learning process. To help students with optimally making progress towards their learning goals, instructional support is provided during learning. Besides the use of questionnaires and tests for the assessment of learning, researchers make use increasingly of process data to evaluate the effects of provided support. The analysis of observed behavioral traces while learning (e.g., log files, eye movements, verbal reports) allows detailed insights into the student’s activities as well as the impact of interventions on the learning process. However, new analytical challenges emerge, especially when going beyond the analysis of pure frequencies of observed events. For example, the question how to deal with temporal dynamics and sequences of learning activities arises. Against this background, the current dissertation concentrates on the application of Process Mining techniques for the detailed analysis of learning processes. In particular, the focus is on the additional value of this approach in comparison to a frequency-based analysis, and therefore on the potential of Process Mining for the evaluation of instructional support.
An extensive laboratory study with 70 university students, which was conducted to investigate the impact of a support measure, served as the basis for pursuing the research agenda of this dissertation. Metacognitive prompts supported students in the experimental group (n = 35) during a 40-minute hypermedia learning session; whereas the control group (n = 35) received no support. Approximately three weeks later, all students participated in another learning session; however, this time all students learned without any help. The participants were instructed to verbalize their learning activities concurrently while learning. In the three analyses of this dissertation, the coded think aloud data were examined in detail by using frequency-based methods as well as Process Mining techniques.
The first analysis addressed the comparison of the learning activities between the experimental and control groups during the first learning session. This study concentrated on the research questions whether metacognitive prompting increases the number of metacognitive learning activities, whether a higher number of these learning activities corresponds with learning outcome (mediation), and which differences regarding the sequential structure of learning activities can be revealed. The second analysis investigated the impact of the individual prompts as well as the conditions of their effectiveness on the micro level. In addition to Process Mining, we used a data mining approach to compare the findings of both analysis methods. More specifically, we classified the prompts by their effectiveness, and we examined the learning activities preceding and following the presentation of instructional support. Finally, the third analysis considered the long-term effects of metacognitive prompting on the learning process during another learning session without support. It was the key objective of this study to examine which fostered learning activities and process patterns remained stable during the second learning session.
Overall, all three analyses indicated the additional value of Process Mining in comparison to a frequency-based analysis. Especially when conceptualizing the learning process as a dynamic sequence of multiple activities, Process Mining allows identifying regulatory loops and crucial routing points of the process. These findings might contribute to optimizing intervention strategies. However, before drawing conclusions for the design of instructional support based on the revealed process patterns, additional analyses need to investigate the generalizability of results. Moreover, the application of Process Mining remains challenging because guidelines for analytical decisions and parameter settings in technology-enhanced learning context are currently missing. Therefore, future studies need to examine further the potential of Process Mining as well as related analysis methods to provide researchers with concrete recommendations for use. Nevertheless, the application of Process Mining techniques can already contribute to advance the understanding of the impact of instructional support through the use of fine-grained process data.
In der vorliegenden Doktorarbeit konnte gezeigt werden, dass eine starke Exzitonenkopplung nicht nur zwischen gleichen Chromophoren, sondern auch zwischen Chromophoren mit unterschiedlichen Energien der angeregten Zustände möglich ist. Diese beeinflusst maßgeblich die Absorptionsspektren der Heterostapel bestehend aus Merocyanin- bzw. Perylenbisimidfarbstoffen und deutet außerdem auf einen kohärenten Energientransfer zwischen den Chromophoren hin. Weiterhin wurden Bis(merocyanin)-C60-Konjugate synthetisiert, die in unpolaren Lösungsmitteln selbst assemblieren und auf diese Weise wohldefinierte supramolekulare p/n-Heterogrenzflächen gebildet werden. An diesen wurde mithilfe von femtosekundenaufgelöster transienter Absorptionsspektroskopie der photoinduzierte Elektronentransfer untersucht, was ein wichtiger Schritt bei der Erzeugung von Ladungsträgern in organischen Solarzellen darstellt.