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Pulsed electron-electron double resonance (PELDOR), also called Double Electron-Electron Resonance, (DEER) is a pulsed EPR technique that can provide structural information of biomolecules, such as proteins or nucleic acids, complementary to other structure determination methods by measuring long distances (from 1.5 up to 10 nm) between two paramagnetic labels. Incorporation of the rigid Ç-label pairwise into DNA or RNA molecules enables the determination not only of the distance but also of the mutual orientation between the two Ç-labels by multi-frequency orientation-selective PELDOR data (X-, Q- and G-band frequencies). Thus, information about the orientation of secondary structure elements of nucleic acids can be revealed and used as additional angular information for structure determination. Since Ç does not have motion independent from the helix where it resides, the conformational flexibility of the nucleic acid molecule can be directly determined. This thesis demonstrates the advancement of PELDOR spectroscopy, beyond its original scope of distance measurements, to determine the mutual orientation between two rigid spin labels towards the characterization of the conformational space sampled by highly flexible nucleic acid molecules. Applications of the methodology are shown on two systems: a three-way junction, namely a cocaine aptamer in its bound-state, and a two-way junction, namely a bent DNA.
More in detail, the conformational changes of the cocaine aptamer upon cocaine binding were investigated by analysis of the distance distributions. The cocaine-bound and the unbound states could be differentiated by their conformational flexibility, which decreases in the presence of the ligand. Moreover, the obtained distance distributions revealed a small change in the mean distance between the two spin labels upon cocaine binding. This indicates a ligand-induced conformational change, which presumably originates at the junction where cocaine is known to bind. The investigation of the relative orientation between the two spin-labeled helices of the aptamer revealed further structural insights into the conformational dynamics of the cocaine-bound state. The angular information from the orientation-selective PELDOR data and the a priori knowledge about the secondary structure of the aptamer were helpful in obtaining a molecular model describing its global folding and flexibility. In spite of a large flexible aptamer, the kink angle between the Ç-labeled helices was found to be rather well-defined.
As for the bent DNA molecule, a two-step protocol was proposed to investigate the conformational flexibility. In the first step, a database with all the possible conformers was created, using available restraints from NMR and distance restraints derived from PELDOR. In a second step, a weighted ensemble of these conformers fitting the multi-frequency PELDOR data was built. The uniqueness of the obtained structural ensemble was checked by validation against an independent PELDOR data set recorded at a higher magnetic field strength. In addition, the kink and twist angle pairs were determined and the resulting structural ensemble was compared with the conformational space deduced both from FRET experiments and from the structure determined by the NMR restraints alone.
Overall, this thesis underlines the potential of using PELDOR spectroscopy combined with rigid spin labels in the context of structure determination of nucleic acids in order to determine the relative orientation between two helices, the conformational flexibility and the conformational changes of nucleic acid molecules upon ligand binding.
Algae as primary producers are highly important in aquatic ecosystems and provide a variety of environmental and anthropogenic services. In small lotic ecosystems in agriculturally influenced landscapes, algae are often the main constituent of the base of the food web and they contribute considerably to biodiversity. Within these small lotic ecosystems, algae are influenced by both natural stressors, such as flow regime and dry-out events, and anthropogenic factors. Agricultural practices especially influence algal communities by introducing plant protection products (PPP) and fertilizers into the water. The impacts of these exposures and how they affect planktonic algae in particular are not yet well studied in small lotic ecosystems. However, the protection of algae as primary producers is of high relevance and was thus included in official biomonitoring programs such as the European Water Framework Directive (WFD) or in risk assessment of e.g. PPPs. Hence, this thesis addresses this knowledge gap and links new information on algal communities in small lotic ecosystems with biomonitoring and risk assessment.
Data was gathered from small ditches and streams in central Germany as well as from laboratory algal assays. A technique to rapidly classify and quantify planktonic and benthic algae based on their photopigment concentration (measured via delayed fluorescence - DF) in ecological and ecotoxicological studies was assessed, both in the laboratory and in the field. This research provides insight into planktonic and benthic algal communities in small streams and ditches in order to improve management and protection strategies in the face of increased agricultural chemical input. ...
Cancer cells, in general and especially Rhabdomyosarcoma (RMS) cells have been reported to be highly susceptible to oxidative stress. Based on this knowledge we examined whether the inhibition of the two main antioxidant defense pathways, i.e. the thioredoxin (TRX) and the glutathione (GSH) system, represents a possible new strategy to induce cell death in RMS. To do so, we combined the -glutamylcysteine synthetase (γGCL) inhibitor buthionine sulfoximine (BSO) or the cystine/glutamate antiporter (xc-) inhibitor erastin (ERA), both GSH depleting enzymes, with the thioredoxinreductase (TrxR) inhibitor auranofin (AUR) to evaluate synergistic cell death in the alveolar RMS (ARMS) cell line RH30 and the embryonal RMS (ERMS) cells RD.
Furthermore, we tried to unravel the underlying molecular mechanisms of AUR/BSO or AUR/ERA treatment in RMS cells. Thereby we showed that AUR/BSO as well as AUR/ERA treatment leads to proteasome inhibition characterized by the accumulation of ubiquitinated proteins, which is in agreement with the already published ability of AUR to inhibit proteasomeassociated deubiquitinases (DUBs) aside from TrxR. As a consequence, the protein levels of ubiquitinated short-lived proteins, like NOXA and MCL-1, increase upon treatment with AUR/BSO or AUR/ERA. Consistently, we could detect an increased binding of NOXA to MCL-1. Interestingly, not only NOXA protein levels but also mRNA levels rise upon treatment, pointing to a transcriptional regulation of pro-apoptotic NOXA through AUR/BSO or AUR/ERA combination treatment. The fact that siRNA mediated knockdown of NOXA rescues cells from combination treatment-induced cell death strengthens the role of NOXA as an important regulator of cell death induction. Apart from proteasome inhibition and subsequent NOXA accumulation, AUR cooperates with BSO or ERA to trigger BAX/BAK activation, which is needed for cell death induction, too. Additionally, loss of mitochondrial membrane potential (MMP) as well as caspase activation and PARP cleavage is detected after treatment of RMS cells with AUR/BSO or AUR/ERA.
Except of apoptotic cell death we also detected features of iron-dependent ferroptosis after treatment with AUR/BSO or AUR/ERA. This is not surprising, since BSO and ERA already have been described to induce ferroptotic cell death. Although lipid peroxidation takes place in both cell lines, only in RH30 cells, cell death seems to be partially ferroptosis-dependent, since especially in this cell line AUR/BSO- or AUR/ERA-induced cell death can be rescued with different ferroptosis inhibitors.
Although both combination treatments, AUR/BSO as well as AUR/ERA, induce production of reactive oxygen species (ROS), only the thiol-containing ROS scavengers GSH and its precursor N-acetylcysteine (NAC), but not the non-thiolcontaining antioxidant α-Tocopherol (α-Toc), consistently prevent proteasome inhibition, NOXA accumulation and cell death.
Additionally, we demonstrated that BSO and ERA abolish AUR-mediated upregulation of GSH thereby releasing the AUR cytotoxic effect on RMS cells, in line with the described ability of cysteines to inhibit the function of AUR. Together, this points to the conclusion that GSH depletion, rather than an increase in ROS levels, is important for AUR/BSO- or AUR/ERA-induced cell death.
In conclusion, through revealing that the antitumor activity of AUR is enhanced in combination with GSH depleting agents, we identified redox homeostasis as a new and promising target for the treatment of RMS cells.
In der vorliegenden Arbeit wurde ein integrativer Netzwerkmodellierungsansatz gewählt, um die Rolle des Endothels im Kontext der Arteriosklerose zu untersuchen. Hierbei wurden bioinformatische Analysen, laborexperimentelle Versuche und klinische Daten vereinigt und aus dieser Synthese neue klinisch relevante Gene identifiziert und beschrieben.
Das Endothel trägt maßgeblich zur Homöostase des vaskulären Systems bei und eine Dysfunktion des Endothels fördert die Entstehung der Arteriosklerose. Im Zuge der Atherogenese entstehen vermehrt reaktive Sauerstoffspezies, die Lipide in der Membran von Plasma-Lipoprotein-Partikeln und in der zellulären Plasmamembran oxidieren. Eine Gruppe solcher oxidierter Membranlipide ist oxPAPC, das in erhöhter Konzentration in arteriosklerotischen Plaques und lokal an Orten chronischer Entzündung im vaskulären System vorkommt. Weitherhin findet sich diese Gruppe von oxidierten Phospholipiden in oxidierten LDL-Partikeln, in denen oxPAPC die Bindung an Makrophagen vermittelt und hierdurch maßgeblich zur Bildung der Schaumzellen und damit zum arteriosklerotischen Prozess beiträgt. Die durch oxPAPC verursachte Veränderung der Endothelzelle ist bisher wenig erforscht. Es ist jedoch bekannt, dass oxPAPC die Transkriptionslandschaft in Endothelzellen tiefgreifend verändert. Um der Komplexität der Endothelzellveränderung gerecht zu werden, wurde ein bayesscher Ansatz angewendet.
In einem ersten Schritt wurden Expressionsprofile von humanen Aortenendothelzellen (HAEC) aus 147 Herztransplantatspendern verwendet. Diese Expressionprofile enthalten Transkriptionsinformationen der 147 HAEC, die mit oxPAPC oder Kontrollmedium behandelt worden waren. Es wurden signifikant koexprimierte Gene identifiziert und hiervon Gen-Paare berechnet, die einen differentiellen Vernetzungsgrad zwischen Kontroll- and oxPAPC-Status aufweisen. Dieses Netzwerkmodell gibt darüber Aufschluss, welche Gene miteinander in Verbindung stehen. 26759 Gene-Paare, die differentiell verbunden und signifkant koexprimiert waren, wurden hierarchisch gruppiert. Es wurden neun Gen-Gruppen mit einer erhöhten und elf Gen-Gruppen mit einer verminderten Konnektivität nach oxPAPC identifiziert. Gruppe 6 der erhöhten Konnektvitäts-Gruppen wies hierbei die höchste kohärente Konnektivität von allen Gruppen auf. Eine Analyse signifikant überrepräsentierter kanonischer Gensätze ergab, dass diese Gruppe insbesondere Serin-Glycin-Aminosäuremetabolismus, tRNA- und mTOR-Aktivierung wiederspiegelte. Der hier gewählte Netzwerkmodellierungsansatz zeigte auf, dass der Aminosäuremetabolismus durch oxidizerte Phospholipide massiven Veränderungen unterworfen ist.
Um den Mechanismus der Veränderung des Aminosäuremetabolismus näher zu untersuchen, wurden bayessche Netzwerkmodelle verwendet. Dieses Netzwerkmodell enthält im Gegensatz zum differentiellen Koexpresssionsmodell gerichtete Informationen innerhalb des Netzwerkgraphes. Die Gen-Gen Verbindungen sind kausal, wodurch sich eine Hierarchie bildet und Schlüsselfaktoren innerhalb des Netzwerks bestimmt werden können. Durch die Integrierung von Expressionsprofilen und Genomprofilen derselben HAEC-Kohorte und der Inferenz von kausalen Gen-Gen-Verbindungen ergaben sich zwei bayessche Netze: Kontroll- und oxPAPC-Netzwerk. Permutationsuntersuchungen und systematische Beurteilung im Vergleich zu Gen-Gen-Verbindungen in Online-Datenbanken zeigten eine erhöhte Prognosefähigkeit der beiden HAEC bayesschen Netze. Es wurden die Schlüsselfaktoren und deren Teilnetzwerke berechnet und auf biologische Wege hin untersucht. Hierbei wurde das mitochondriale Protein MTHFD2 als ein Schlüsselfaktor für ein Teilnetzwerk des oxPAPC bayesschen Netzes identifiziert. Dieses Teilnetz zeigte eine ähnliche Gensatzanreicherung wie GOC-AA und überlappte mit diesem signifikant.
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Mistral and Tramontane are wind systems in southern France and the western Mediterranean Sea. Both are caused by similar synoptic situations and channeled in valleys. Their relevance for the climate of the western Mediterranean region motivated this work. The representation of Mistral and Tramontane in regional climate simulations was surveyed with the models ALADIN, WRF, PROMES, COSMO-CLM, RegCM, and LMDZ. ERA-Interim and global CMIP5 simulations (MPI-ESM, CMCC-CM, HadGEM2-ES, and CNRM-CM5) provided the lateral boundary data for the regional simulations regarding the 20th century and two representative concentration pathways for the 21st century (RCP4.5 and RCP8.5).
A Mistral and Tramontane time series, a principal component analysis of pressure fields, and a Bayesian network were combined to develop a classification algorithm to identify pressure patterns in favor of Mistral and Tramontane. The regional climate models were able to reproduce the observed climatology of Mistral and Tramontane. Compared to observational data (SAFRAN and QuikSCAT), the simulations underestimate the wind speed over the Mediterranean Sea, mainly at the borders of the main flow. Simulations with smaller grid spacing showed better agreement with the observations.
A sensitivity study tested the influence of the Charnock parameter on the Mistral wind field. Its value impacted both wind speed and wind direction. Decreasing the orographic resolution in idealized simulations using COSMO-CLM caused a reduction in wind speed and a broader flow area. Including a parameterization for subgrid scale orography improved the simulation. However, an accurate simulation of Mistral and Tramontane still requires a high-resolution orography.
The classification algorithm also was applied to pressure fields from regional climate simulations driven by global simulation data. At the end of the 21st century, only small, non-significant changes in the number of Mistral days per year occur in the projection simulations. The number of Tramontane days per year decreased significantly.
The African continent is regularly portrayed as an indolent space with a well-known reputation as a chaotic continent. Viewed as lacking vision, means and capacities, Africa is perceived at best as a place that is marked by a permanent status quo, stagnation, or in worst case scenarios, as a declining continent. Various references to the continent are synonymous with famine, poverty, war, etc. Such portrayals are all the more intriguing given that the continent is known for its abundant natural resources, such as timber, oil, natural gas, minerals, etc., whose reserves are, moreover, not well known both by the African people and their leaders. As a result, there is still much progress to be made in tapping into the resources in order to improve the daily lives of African citizens.
In such a context dominated by infantile carelessness throughout the continent, the interventions of actors from outside the continent are the only hopes of bringing some vitality to this continent which is cloaked in "la grande nuit – the great darkness" (Mbembé 2013). Thus during the main sequences of recent history, representing different forms of Western penetration and activity on the African continent (slavery, imperialism, colonization), all the Western world’s contributions have obviously not sufficed to boost Africa and take it out of its never ending childhood. It has remained just as passive and apathetic today as it was yesterday.
The attraction of Asian actors to the continent is even more recent. And consistent with its abovementioned indolence, Africa is seen as an easy and defenceless prey for the Korean, Japanese, Indian, Malaysian, or Chinese conquerors. In the latter case, the insatiable appetite for natural resources whose reserves are being rapidly depleted is the cornerstone of their foreign aid policy. This led China to colonize the continent, showing a preference for Pariah Regimes which held no appeal for the West, by sending an army of workers to extract those resources (Lum et al. 2009), in defiance of all national and international regulations and based on completely opaque contracts.
Although the concept of African Agency was rapidly developed in several African countries, the aim of this study was more specific to Cameroon’s mining sector in which different entrepreneurs from abroad got involved over time. The thesis investigates whether indigenous citizens took part in any way in the development of mining projects in the country. Thus, the work assesses and analyses actions and reactions initiated and undertaken by local people in the context of China’s presence within Cameroon’s mining sector to promote and advance their interests over those of foreign investors. In addition, the author has no knowledge of any other study investigating African Agency in the mining sector as a whole in Cameroon.
In conducting this study, a multi-method research framework was developed including a series of methods used to collect data and analyse concepts of African Agency associated Political Ecology as they developed within Cameroon’s mining sector. Specifically, those methods comprised quantitative research when it came to collecting data using a positivist and empirical approach constructed by deducing evidence from statistical data collected by means of the 167 questionnaire surveys administered to local inhabitants and workers randomly selected on mining sites and in riparian communities. The questionnaires helped to capture Cameroonians' perceptions of the recent phenomenon of the gradual but significant influx of international actors and precisely Chinese players in the mining sector on the one hand, and on the other hand, observational data was collected across the GVC as developed in the Betare-Oya region. As a complement to the former technique, qualitative methods helped to study and deepen understanding of human behaviour and the social world in a holistic perspective through individual interviews, focus groups, and direct observations on the ground. In addition, the spatial analysis method based on the land use classification technique served to detect changes to land use/land cover that have been brought on by mechanised mining activities undertaken in this region. The sequencing of data collected and their processing from a ground theory perspective led to the formulation and specification of Cameroon’s Ecological Agency theory.
One of the earliest steps of this work consisted in a literature review and in placing the African Agency concept in a broader context. It then led to the state of the art, specifications about research content of the work and the main theories undergirding this thesis. Before examining developments that emerged during the last decade, a historical perspective was provided to the topic in order to show how African societies started mining operations and how they dealt with foreign partners interested in their mining resources. The aim was to show that while Western imperialism presented a challenge for the sector, it did not erase local participation, even despite the constraints associated with such involvement.
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Echolocation allows bats to orientate in darkness without using visual information. Bats emit spatially directed high frequency calls and infer spatial information from echoes coming from call reflections in objects (Simmons 2012; Moss and Surlykke 2001, 2010). The echoes provide momentary snapshots, which have to be integrated to create an acoustic image of the surroundings. The spatial resolution of the computed image increases with the quantity of received echoes. Thus, a high call rate is required for a detailed representation of the surroundings.
One important parameter that the bats extract from the echoes is an object’s distance. The distance is inferred from the echo delay, which represents the duration between call emission and echo arrival (Kössl et al. 2014). The echo delay decreases with decreasing distance and delay-tuned neurons have been characterized in the ascending auditory pathway, which runs from the inferior colliculus (Wenstrup et al. 2012; Macías et al. 2016; Wenstrup and Portfors 2011; Dear and Suga 1995) to the auditory cortex (Hagemann et al. 2010; Suga and O'Neill 1979; O'Neill and Suga 1982).
Electrophysiological studies usually characterize neuronal processing by using artificial and simplified versions of the echolocation signals as stimuli (Hagemann et al. 2010; Hagemann et al. 2011; Hechavarría and Kössl 2014; Hechavarría et al. 2013). The high controllability of artificial stimuli simplifies the inference of the neuronal mechanisms underlying distance processing. But, it remains largely unexplored how the neurons process delay information from echolocation sequences. The main purpose of the thesis is to investigate how natural echolocation sequences are processed in the brain of the bat Carollia perspicillata. Bats actively control the sensory information that it gathers during echolocation. This allows experimenters to easily identify and record the acoustic stimuli that are behaviorally relevant for orientation. For recording echolocation sequences, a bat was placed in the mass of a swinging pendulum (Kobler et al. 1985; Beetz et al. 2016b). During the swing the bat emitted echolocation calls that were reflected in surrounding objects. An ultrasound sensitive microphone traveling with the bat and positioned above the bat’s head recorded the echolocation sequence. The echolocation sequence carried delay information of an approach flight and was used as stimulus for neuronal recordings from the auditory cortex and inferior colliculus of the bats.
Presentation of high stimulus rates to other species, such as rats, guinea pigs, suppresses cortical neuron activity (Wehr and Zador 2005; Creutzfeldt et al. 1980). Therefore, I tested if neurons of bats are suppressed when they are stimulated with high acoustic rates represented in echolocation sequences (sequence situation). Additionally, the bats were stimulated with randomized call echo elements of the sequence and an interstimulus time interval of 400 ms (element situation). To quantify neuronal suppression induced by the sequence, I compared the response pattern to the sequence situation with the concatenated response patterns to the element situation. Surprisingly, although the bats should be adapted for processing high acoustic rates, their cortical neurons are vastly suppressed in the sequence situation (Beetz et al. 2016b). However, instead of being completely suppressed during the sequence situation, the neurons partially recover from suppression at a unit specific call echo element. Multi-electrode recordings from the cortex allow assessment of the representation of echo delays along the cortical surface. At the cortical level, delay-tuned neurons are topographically organized. Cortical suppression improves sharpness of neuronal tuning and decreases the blurriness of the topographic map. With neuronal recordings from the inferior colliculus, I tested whether the echolocation sequence also induced neuronal suppression at subcortical level. The sequence induced suppression was weaker in the inferior colliculus than in the cortex. The collicular response makes the neurons able to track the acoustic events in the echolocation sequence. Collicular suppression mainly improves the signal-to-noise ratio. In conclusion, the results demonstrate that cortical suppression is not necessarily a shortcoming for temporal processing of rapidly occurring stimuli as it has previously been interpreted.
Natural environments are usually composed of multiple objects. Thus, each echolocation call reflects off multiple objects resulting in multiple echoes following the calls. At present, it is largely unexplored how neurons process echolocation sequences containing echo information from more than one object (multi-object sequences). Therefore, I stimulated bats with a multi-object sequence which contained echo information from three objects. The objects were different distances away from each other. I tested the influence of each object on the neuronal tuning by stimulating the bats with different sequences created from filtering object specific echoes from the multi-object sequence. The cortex most reliably processes echo information from the nearest object whereas echo information from distant objects is not processed due to neuronal suppression. Collicular neurons process less selectively echo information from certain objects and respond to each echo.
For proper echolocation, bats have to distinguish between own biosonar signals and the signals coming from conspecifics. This can be quite challenging when many bats echolocate adjacent to each other. In behavioral experiments, the echolocation performance of C. perspicillata was tested in the presence of potentially interfering sounds. In the presence of acoustic noise, the bats increase the sensory acquisition rate which may increase the update rate of sensory processing. Neuronal recordings from the auditory cortex and inferior colliculus could strengthen the hypothesis. Although there were signs of acoustic interference or jamming at neuronal level, the neurons were not completely suppressed and responded to the rest of the echolocation sequence.
The fruit fly Drosophila melanogaster is one of the most important biological model organisms, but only the comparative approach with closely related species provides insights into the evolutionary diversification of insects. Of particular interest is the live imaging of fluorophores in developing embryos. It provides data for the analysis and comparison of the threedimensional morphogenesis as a function of time. However, for all species apart from Drosophila, for example the red flour beetle Tribolium castaneum, essentially no established standard operation procedures are available and the pool of data and resources is sparse. The goal of my PhD project was to address these limitations. I was able to accomplish the following milestones:
- Development of the hemisphere and cobweb mounting methods for the non-invasive imaging of Tribolium embryos in light sheet-based fluorescence microscopes and characterization of most crucial embryogenetic events.
- Comprehensive documentation of methods as protocols that describe (i) beetle rearing in the laboratory, (ii) preparation of embryos, (ii) calibration of light sheet-based fluorescence microscopes, (iv) recording over several days, (v) embryo retrieval as a quality control as well as (vi) data processing.
- Adaption of the methods to record and analyze embryonic morphogenesis of the Mediterranean fruit fly Ceratitis capitata and the two-spotted cricket Gryllus bimaculatus as well as integration of the data into an evolutionary context.
- Further development of the hemisphere method to allow the bead-based / landmark-based registration and fusion of three-dimensional images acquired along multiple directions to compensate the shadowing effect.
- Development of the BugCube, a web-based computer program that allows to share image data, which was recorded by using light sheet-based fluorescence microscopy, with colleagues.
- Invention and experimental proof-of-principle of the (i) AGameOfClones vector concept that creates homozygous transgenic insect lines systematically. Additionally, partial proof-of-principle of the (ii) AClashOfStrings vector concept that creates double homozygous transgenic insect lines systematically, as well as preliminary evaluation of the (iii) AStormOfRecords vector concept that creates triple homozygous transgenic insect lines systematically.
- Creation and performance screening of more than fifty transgenic Tribolium lines for the long-term imaging of embryogenesis in fluorescence microscopes, including the first Lifeact and histone subunit-based lines.
My primary results contribute significantly to the advanced fluorescence imaging approaches of insect species beyond Drosophila. The image data can be used to compare different strategies of embryonic morphogenesis and thus to interpret the respective phylogenetic context. My technological developments extend the methodological arsenal for insect model organisms considerably.
Within my perspective, I emphasize the importance of non-invasive long-term fluorescence live imaging to establish speciesspecific morphogenetic standards, discuss the feasibly of a morphologic ontology on the cellular level, suggest the ‘nested linearly decreasing phylogenetic relationship’ approach for evolutionary developmental biology, propose the live imaging of species hybrids to investigate speciation and finally outline how light sheet-based fluorescence microscopy contributes to the transition from on-demand to systematic data acquisition in developmental biology.
During my PhD project, I wrote a total of ten manuscripts, six of which were already published in peer-reviewed scientific journals. Additionally, I supervised four Master and two Bachelor projects whose scientific questions were inspired by the topic of my PhD work.
Inhibition of midbrain dopamine (DA) neurons codes for negative reward prediction errors, and causally affects conditioning learning. DA neurons located in the ventral tegmental area (VTA) display two-fold longer rebound delays from hyperpolarizing inhibition in comparison to those in the substantia nigra (SN). This difference has been linked to the slow inactivation of Kv4.3-mediated A-type currents (IA). One known suppressor of Kv4.3 inactivation is a splice variant of potassium channel interacting protein 4 (KChIP4), KChIP4a, which has a unique potassium channel inactivation suppressor domain (KISD) that is coded within exon 3 of the KChIP4 gene. Previous ex vivo experiments from our lab showed that the constitutive knockout of KChIP4 (KChIP4 KO) removes the slow inactivation of IA in VTA DA neurons, with marginal effects on SN DA neurons. KChIP4 KO also increased firing pauses in response to phasic hyperpolarization in these neurons. Here I show, using extracellular recordings combined with juxtacellular labeling in anesthetized mice, that KChIP4 KO also selectively changes the number and duration spontaneous firing pauses by VTA DA neurons in vivo. Pauses were quantified with two different statistical methods, including one developed in house. No other firing parameter was affected, including mean frequency and bursting, and the activity of SN DA neurons was untouched, suggesting that KChIP4 gene products have a highly specific effect on VTA DA neuron responses to inhibitory input.
Following up on this result, I developed a new mouse line (KChIP4 Ex3d) where the KISD-coding exon 3 of KChIP4 is selectively excised by cre-recombinase expressed under the dopamine transporter (DAT) promoter, therefore disrupting the expression of KChIP4a only in midbrain DA neurons. I show that these mice have a highly selective behavioral phenotype, displaying a drastic acceleration in extinction learning, but no changes in acquisition learning, in comparison to control littermates. Computational fitting of the behavioral data with a modified Rescorla-Wagner model confirmed that this phenotype is congruent with a selective increase in learning from negative prediction errors. KChIP4 Ex3d also had normal open field exploration, novel object preference, hole board exploration and spontaneous alternation in a plus maze, indicating that exploratory drive, responses to novelty, anxiety, locomotion and working memory were not affected by the genetic manipulation. Furthermore semi-quantitative IHC revealed that KChIP4 Ex3d mice have increased Kv4.3 expression in TH+ neurons, suggesting that the absence of KChIP4a increases the binding of other KChIP variants, which known to increase surface expression of Kv4 channels.
Furthermore, in the course of my experimental study I identified that the most used mouse line where cre-recombinase is expressed under the DAT promoter (DAT-cre KI) has a different behavioral phenotype during conditioning in relation to WT littermate controls. These animals displayed increased responding during the initial trials of acquisition and delayed response latency extinction, consistent with an increase in motivation, which is in line with a decrease in DAT function.
I propose a working model where the disruption of KChIP4a expression in DA neurons leads to an increase in binding of other KChIP variants to Kv4.3 subunits, promoting their increased surface expression and increasing IA current density; this then increases firing pauses in response to synaptic inhibition, which in behaving animals translates to an increase in negative prediction error-based learning.
As an integral part of ALICE, the dedicated heavy ion experiment at CERN’s Large Hadron Collider, the Transition Radiation Detector (TRD) contributes to the experiment’s tracking, triggering and particle identification. Central element in the TRD’s processing chain is its trigger and readout processor, the Global Tracking Unit (GTU). The GTU implements fast triggers on various signatures, which rely on the reconstruction of up to 20 000 particle track segments to global tracks, and performs the buffering and processing of event raw data as part of a complex detector readout tree.
The high data rates the system has to handle and its dual use as trigger and readout processor with shared resources and interwoven processing paths require the GTU to be a unique, high-performance parallel processing system. To achieve high data taking efficiency, all elements of the GTU are optimized for high running stability and low dead time.
The solutions presented in this thesis for the handling of readout data in the GTU, from the initial reception to the final assembly and transmission to the High-Level Trigger computer farm, address all these aspects. The presented concepts employ multi-event buffering, in-stream data processing, extensive embedded diagnostics, and advanced features of modern FPGAs to build a robust high-performance system that can conduct the high- bandwidth readout of the TRD with maximum stability and minimized dead time. The work summarized here not only includes the complete process from the conceptual layout of the multi-event data handling and segment control, but also its implementation, simulation, verification, operation and commissioning. It also covers the system upgrade for the second data taking period and presents an analysis of the actual system performance.
The presented design of the GTU’s input stage, which is comprised of 90 FPGA-based nodes, is built to support multi-event buffering for the data received from the 18 TRD supermodules on 1080 optical links at the full sender aggregate net bandwidth of 2.16 Tbit/s. With careful design of the control logic and the overall data path, the readout on the 18 concentrator nodes of the supermodule stage can utilize an effective aggregate output bandwidth of initially 3.33 GiB/s, and, after the successful readout bandwidth upgrade, 6.50 GiB/s via 18 optical links. The high possible readout link utilization of more than 99 % and the intermediate buffering of events on the GTU helps to keep the dead time associated with the local event building and readout typically below 10%. The GTU has been used for production data taking since start-up of the experiment and ever since performs the event buffering, local event building and readout for the TRD in a correct, efficient and highly dependable fashion.