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Over the last years there has been an increasing interest in the involvement of the MVA-pathway and of members of the small GTPases, in the development and progression of AD. Earlier investigations mainly focused on the role of cholesterol in disease pathology. This research was supported by retrospective cohort studies, initially showing beneficial effects of the long-term intake of cholesterol lowering statins, on the incidence of the development of sporadic AD. However, in more recent literature increasing attention has been paid to the isoprenoids, FPP and GGPP, due to their crucial role in the post-translational modifications of members of the superfamily of small GTPases. In AD, these proteins were amongst others shown to be involved in mechanisms affecting APP processing, ROS generation and synaptic plasticity. A major factor impeding the clarification of the role of the MVA-pathway intermediates in these mechanisms was the lack of a sensitive and accurate method to determine FPP and GGPP levels in brain tissue. Hence, a state of the art HPLC-FLD method for the quantification of the isoprenoids FPP and GGPP in brain tissue was successfully developed. After the introduction of a double clean-up step from complex brain matrix samples and the synthesis of an appropriate IS (DNP), the method was fully validated according to the latest FDA guideline for bioanalytical method validation. Furthermore, this method was transferred to a faster and more sensitive, state of the art UHPLC-MS/MS application. Additionally, the method was shown to be applicable for mouse brain tissue and data was generated from an in vivo mouse simvastatin study and for different mouse models. According to the aims of the thesis, the current work describes for the first time absolute isoprenoid concentrations in human frontal cortex white and grey matter. Furthermore, this is the first report of isoprenoid levels in the frontal cortex of human AD brains. Further results were shown from mouse brains originating from different mouse models, including the Thy-1 APP mouse model mimicking AD pathology in terms of Aβ formation or C57Bl/6 mice at different ages. AD prevalence can be clearly correlated with increasing age. Therefore, three different generations of mice were investigated. The study demonstrated constant isoprenoid and cholesterol levels in the first half of their life followed by a significant increase of FPP and GGPP in the second half (between 12 and 24 month of age). Cholesterol levels were also elevated in the aged group, but again the effect was less pronounced than shown for the isoprenoids. These results lead to the tentative conclusion that cerebral isoprenoid levels are elevated during aging and that this accumulation is amplified during AD leading to accelerated neuronal dysfunction. In a different mouse study, using the C57Bl/6 mice, in vivo drug intervention with the HMG-CoA reductase inhibitor simvastatin revealed strong inhibition of the rate limiting step of the mevalonate/isoprenoid/cholesterol pathway and resulted in the first report of significantly reduced FPP and GGPP levels in brain tissue of statin treated mice. These results open for the first time the possibility to monitor drug effects on cerebral isoprenoid levels and correlate these data with a modulation of APP processing, which was shown by our group in previous studies. Interestingly, apart from the isoprenoid reduction following statin treatment the reduction of brain cholesterol was also significant but to a lesser extent. These findings support the notion that isoprenoid levels are more susceptible to statin treatment than cholesterol levels. Furthermore, this suggests a strong cellular dependence on FPP and GGPP, as the pool seems to be easily depleted, which finally could lead to cell death. The first investigations of farnesylated Ras and geranylgeranylated Rac protein levels by means of immuno-blotting, substantiated the notion of a decreased abundance of prenylated small GTPases under statin influence as a consequence of reduced isoprenoid levels. These findings demonstrate for the first time a correlation of FPP and GGPP levels with the abundance of small GTPases. These findings together with the results from the AD study prove that isoprenoid levels are not strictly subject to the same regulation as cholesterol levels. To further understand the physiological regulation in the cell, in vitro experiments with different inhibitors of the mevalonate/isoprenoid/cholesterol pathway were conducted. These results confirmed the isoprenoid and cholesterol reducing effects of statin treatment as observed in the aforementioned in vivo mouse study. Interestingly, cholesterol synthesis inhibition targeted after FPP as the branch point, led to significantly elevated FPP levels. FTase inhibition led to significantly reduced FPP levels, whereas inhibition of the GGTase I did not show a significant change of either isoprenoid levels.
One of the key functions of blood vessels is to transport nutrients and oxygen to distant tissues and organs in the body. When blood supply is insufficient, new vessels form to meet the metabolic tissue demands and to re-establish cellular homeostasis. Expansion of the vascular network through sprouting angiogenesis requires the specification of ECs into leading (sprouting) tip and following (non-sprouting) stalk cells. Attracted by guidance cues tip cells dynamically extend and retract filopodia to navigate the nascent vessel sprout, whereas trailing stalk cells proliferate to form the extending vascular tube. All of these processes are under the control of environmental signals (e.g. hypoxia, metabolism) and numerous cytokines and peptide growth factors. The Dll4/Notch pathway coordinates several critical steps of angiogenic blood vessel growth. Even subtle alterations in Notch activity can profoundly influence endothelial cell behavior and blood vessel formation, yet little is known about the intrinsic regulation and dynamics of Notch signaling in endothelial cells. In addition, it remains an open question, how different growth factor signals impinging on sprouting ECs are coordinated with local environmental cues originating from nutrient-deprived, hypoxic tissue to achieve a balanced endothelial cell response. Acetylation of lysines is a critical posttranslational modification of histones, which acts as an important regulatory mechanism to control chromatin structure and gene transcription. In addition to histones, several non-histone proteins are targeted for acetylation reversible acetylation is emerging as a fundamental regulatory mechanism to control protein function, interaction and stability. Previous studies from our group identified the NAD+-dependent deacetylase SIRT1 as a key regulator of blood vessel growth controlling endothelial angiogenic responses. These studies revealed that SIRT1 is highly expressed in the vascular endothelium during blood vessel development, where it controls the angiogenic activity of endothelial cells. Moreover, in this work SIRT1 has been shown to control the activity of key regulators of cardiovascular homeostasis such as eNOS, Foxo1 and p53. The present study describes that SIRT1 antagonizes Notch signaling by deacetylating the Notch intracellular domain (NICD). We showed that loss of SIRT1 enhances DLL4-induced endothelial Notch responses as assessed by different luciferase responsive elements as well as transcriptional analysis of Notch endogenous target genes activation. Conversely, SIRT1 gain of function by overexpression of pharmacological activation decreases induction of Notch targets in response to DLL4 stimulation. We also showed that the NICD can be directly acetylated by PC AF and p300 and that SIRT1 promotes deacetylation of NICD. We have identified 14 lysines that are targeted for acetylation and their mutation abolishes the effects of SIRT1 of Notch responses. Furthermore, over-expression or activation of SIRT1 significantly reduces the levels of NICD protein. Moreover, SIRT1-mediated NICD degradation can be reversed by blockade of the proteasome suggesting a mechanism resulting from ubiquitin-mediated proteolysis. Indeed, we have shown that SIRT1 knockdown or pharmacological inhibition decreased NICD ubiquitination. We propose a novel molecular mechanism of modulation of the amplitude and duration of Notch responses in which acetylation increases NICD stability and therefore permanence at the promoters, while SIRT1, by inducing NICD degradation through its deacetylation, shortens Notch responses. In order to evaluate the physiological relevance of our findings we used different models in which the Notch functions during blood vessel formation have been extensively characterized. First, retinal angiogenesis in mice lacking SIRT1 activity shows decreased branching and reduced endothelial proliferation, similar to what happens after Notch gain of function mutations. ECs from these mice exhibit increased expression of Notch target genes. Second, these results were reproducible during intersomitic vessel growth in sirt1-deficient zebrafish. In both models, the defects could be partially rescued by inhibition of Notch activation. Third, we used an in vitro model of vessel sprouting from differentiating embryonic bodies in response to VEGF in a collagen matrix. Our results showed that Sirt1-deficient cells shows impaired sprouting which correlated with increased NICD levels. In addition, when in competition with wild-type cells in this assay, Sirt1-deficient cells are more prone to occupy the stalk cell position. Taken together, our study identifies reversible acetylation of NICD as a novel molecular mechanism to adapt the dynamics of Notch signaling and suggest that SIRT1 acts as a rheostat to fine-tune endothelial Notch responses. The NAD+-dependent feature of SIRT1 activity possibly links endothelial Notch responses to environmental cues and metabolic changes during nutrient deprivation in ischemic environments or upon other cellular stresses.
With the help of miniaturized GPS recorders I recorded 167 tracks of 48 individual pigeons during their flight from 6 different sites around Frankfurt. The experiments consisted of two main series of repeated releases from two sites 30 km north and south from the pigeons' home loft. From the site in the south the pigeons homed 12 times and from the site in the north 16 times. After the final release from these sites, the pigeons were released at 60 km distance from home. These additional sites were selected so that the pigeons would presumably fly over the previous release site with which they were highly familiar. After conclusion of the main series two additional releases were performed, one within the magnetic anomaly of the Vogelsberg and one in a magnetically quiet region. To make these releases comparable, both release sites were selected so that the distance from the home loft was 40 km. All data obtained during these experiments were subjected to a threefold analysis, mostly based on methods that I had developed by myself or adapted for this specific study. In the first step, data were analyzed traditionally, evaluating variables similar to those that can be found in current literature. I therefore calculated values that correspond to those obtained by visual observation, like virtual vanishing bearings and intervals after one minute and after 2.5 km. Additionally I calculated the efficiency of the flights and efficiencies for specific portions of each flight, to derive variables that describe the behavior after vanishing. In the second step, which served also as a preparation for the mathematical analysis, the flight of the pigeons was separated into distinctive phases of the flight by the so-called points of decision. The flight of the pigeon can usually be separated into an initial phase of flying about, a departure and/or final homing phase. In more complex cases, however, several points of decision and a multitude of intermediary phases can be defined. Yet, the initial phase, the departure phase and the final homing phase can be defined for all tracks and therefore have been selected as appropriate candidates for a thorough analysis. In the last step I employed the so-called method of time lag embedding to reconstruct the underlying navigational process of the pigeons' homing flight. This method is based on the principles of chaos theory and is regularly employed for the analysis of dynamic systems. Its application allows the reconstruction of the underlying processes from experimentally recorded data without any a priori knowledge of the underlying system itself. For these reconstructed systems I calculated characteristic properties which are unique for each system. These are the so-called correlation dimension, describing the complexity of the system, and the so-called largest Lyapunov exponent, describing its predictability. Based on the knowledge gathered from these reconstructions, I used a variation of the previous methods to identify navigational phases, by calculating the correlation dimension as a sliding mean over the complete track. From these data I then derived further characteristics of the underlying process, such as its precision and differences in complexity depending on the pigeon's current position. ...
This dissertation connects two independent fields of theoretical neuroscience: on the one hand, the self-organization of topographic connectivity patterns, and on the other hand, invariant object recognition, that is the recognition of objects independently of their various possible retinal representations (for example due to translations or scalings). The topographic representation is used in the presented approach, as a coordinate system, which then allows for the implementation of invariance transformations. Hence this study shows, that it is possible that the brain self-organizes before birth, so that it is able to invariantly recognize objects immediately after birth. Besides the core hypothesis that links prenatal work with object recognition, advancements in both fields themselves are also presented. In the beginning of the thesis, a novel analytically solvable probabilistic generative model for topographic maps is introduced. And at the end of the thesis, a model that integrates classical feature-based ideas with the normalization-based approach is presented. This bilinear model makes use of sparseness as well as slowness to implement "optimal" topographic representations. It is therefore a good candidate for hierarchical processing in the brain and for future research.
Statistical physics of power flows on networks with a high share of fluctuating renewable generation
(2010)
Renewable energy sources will play an important role in future generation of electrical energy. This is due to the fact that fossil fuel reserves are limited and because of the waste caused by conventional electricity generation. The most important sources of renewable energy, wind and solar irradiation, exhibit strong temporal fluctuations. This poses new problems for the security of supply. Further, the power flows become a stochastic character so that new methods are required to predict flows within an electrical grid. The main focus of this work is the description of power flows in a electrical transmission network with a high share of renewable generation of electrical energy. To define an appropriate model, it is important to understand the general set-up of a stable system with fluctuating generation. Therefore, generation time series of solar and wind power are compared to load time series for whole Europe and the required balancing or storage capacities analyzed. With these insights, a simple model is proposed to study the power flows. An approximation to the full power flow equations is used and evaluated with Monte-Carlo simulations. Further, approximations to the distributions of power flows along the links are analytically derived. Finally, the results are compared to the power flows calculated from the generation and load data.
Der L-Carnitin/gamma-Butyrobetain Antiporter CaiT ist ein Mitglied der Betain/Carnitin/Cholin Transporter (BCCT) Familie. Sekundärtransporter der BCCT Familie transportieren Substrate, die eine positiv-geladene quartäre Ammoniumgruppe besitzen. CaiT besteht aus 504 Amiosäuren und besitzt ein moleculares Gewicht von etwa 56 kDa. In Enterobakterien wie Escherichia coli, Proteus mirabilis und Salmonella typhimurium wird die Expression des caiTABCDE Operons unter anaeroben Bedingungen induziert. Unter diesen Bedinungen ist CaiT der Haupttransporter des Betain-Derivates L-Carnitin. In Enterobakterien wird L-Carnitin unter anaeroben Bedingungen aufgenommen und dehydratisiert wobei Crotonobetain ensteht. Crotonobetain wird anschließend zum Endprodukt gamma-Butyrobetain reduziert. Gamma-Butyrobetain ist das Gegensubstrat, das aus der Zelle hinaustransportiert wird, wenn L-Carnitin in die Zelle aufgenommen wird. Der Austauschmechanismus von LCarnitin gegen gamma-Butyrobetain geschieht ohne das Vorhandensein eines elektrochemischen Gradients, d.h. CaiT ist sowohl H+- als auch Na+-unabhängig. Ein Ziel dieser Arbeit war es die drei-dimensionale (3D) Struktur von CaiT mittels Röntgenstrukturanalyse zu lösen. Weiterhin sollten mit Hilfe der 3D-Struktur und funktionellen Studien detailiertere Erkenntnisse über den kationenunabhängigen Antiportmechanismus von CaiT ermittelt werden. Im Rahmen dieser Arbeit wurden die 3D-Röntgenkristallstrukturen von drei CaiT-Homologen der Enterobakterien P. mirabilis (PmCaiT), E. coli (EcCaiT) und S. typhimurium (StCaiT) mittels molekularem Ersatz (engl.: molecular replacement, MR) mit einem Alanin-Model des CaiT verwandten Na+/Glycinbetain Symporters BetP gelöst. PmCaiT konnte mit einer Auflösung von 2.3 Å gelöst werden. Das Protein kristallisierte in der Kristallraumgruppe H3, mit drei Molekülen in der asymmetrischen Einheit (engl.: asymmetric unit, AU). Die drei PmCaiT-Moleküle ordneten sich innerhalb der AU um eine kristallographische dreifach Symmetrieachse an. EcCaiT wurde mittels MR mit einem Alanin-Model von PmCaiT bei einer Auflösung von 3.5 Å gelöst. EcCaiT kristallisierte in der Kristallraumgruppe P32, ebenfalls mit drei Molekülen in der AU, jedoch ohne kristallographische Symmetry. Während der Verfeinerung des EcCaiT-Models wurde eine strenge dreifache nichtkristallographische Symmetry (engl.: non-crystallographic symmetry, NCS) angewandt. StCaiT, das ebenfalls mittels MR mit einem Alanin-Model von PmCaiT, aber bei einer Auflösung von 4.0 Å gelöst wurde, kristallisierte in der Kristallraumgruppe P65, ebenfalls mit drei StCaiT-Molekülen in der AU, ohne kristallographische Symmetry. Bei der Verfeinerung des StCaiT-Modells wurde wie bei EcCaiT eine strenge NCS angewandt. Da die Auflösung von 4.0 Å bei StCaiT zu niedrig ist um detailierte moleculare Erkenntnisse zu gewinnen, wurden Protein- sowie Substratinteraktionen nur an den Strukturen von PmCaiT und EcCaiT analysiert. Alle drei CaiT-Homologe weisen jedoch einen ähnlichen strukturellen Aufbau auf. In der Röntgenkristallstruktur bildet CaiT ein symmetrisches Trimer, das über ionische und polare Wechselwirkungen zwischen den Protomeren stabilisiert wird. Der trimere Oligomerisierungszustand von CaiT in Detergenzlösung sowie in zweidimensionalen Lipidmembrankristallen wurde bereits in früheren Arbeiten gezeigt. Jedes der drei CaiT-Protomere besteht aus zwölf Transmembranhelices (TMH), die N- und C-terminalen Domänen des Proteins befinden sich auf der cytoplasmatischen Seite. Zehn der TMH bilden zwei invertierte Wiederholungseinheiten aus jeweils fünf TMH. Die erste Einheit besteht aus den TMH 3 – 7, die invertierte zweite Einheit besteht aus den TMH 8 – 12. Beide Wiederholungseinheiten sind strukturell nahezu identisch und lassen sich fast vollständig übereinanderlegen, jedoch weisen die Aminosäuren der beiden Einheiten keine signifikante Sequenzidentität auf. Die ersten beiden Helices der Wiederholungseinheiten, die TMH 3 – 4 und die TMH 8 – 9, bilden ein antiparalleles vier-Helix-Bündel, in dem in CaiT zwei Substratbindestellen lokalisiert sind. Eine derartige Transporterarchitektur wurde erstmals in der Struktur des Na+/Alanin Symporters LeuTAa des thermophilen Bakteriums Aquifex aeolicus gezeigt. Bislang wurden, inklusive CaiT, sieben Sekundärtransporterstrukturen gelöst, die diese LeuT-Transporterarchitektur aufweisen. Ungewöhnlich dabei ist, dass diese sieben Sekundärtransporter fünf verschiedenen Transporterfamilien angehören und eine Verwandschaft auf Basis der Aminosäuren nicht zu finden ist. Da jedoch die tertiäre Struktur dieser Tansporter konserviert ist, kann davon ausgegangen werden, dass sie alle von einem Urprotein entstanden sind, welches zunächst aus fünf TMH bestanden haben muss. Im Laufe der Evolution hat sich das Urgen des Urproteins zunächst dupliziert und die weitere Evolution hat zwar die Aminosäuresequenz verändert und den Umweltbedingungen angepasst, jedoch ist die tertiäre Struktur erhalten geblieben. Da sich die tertiäre Struktur der sieben Sekundärtransporter so stark ähnelt, ist zu vermuten, dass auch der Transportmechanismus ähnlich, jedoch nicht identisch ist. Nach dem strukturellen Aufbau der Transporter, der Lage der Substratbindestellen in den jeweiligen Transportern und der Tatsache, dass es sich bei diesen Proteinen um Membranproteine handelt, wurde ein Transportmechanismus aufgestellt, in dem die Bindestelle des zu transportierende Substrats alternierend zu beiden Seiten der Membran zugänglich ist, ohne jedoch jemals den Substratweg innerhalb des Proteins vollständig zu öffnen. Dieser Mechanismus wurde als “alternating access mechanism” beschrieben. Anhand der unterschiedlichen Zustände, in denen einige der Transporter kristallisierten, kann abgeleitet werden, welche Konformationsänderungen erforderlich sind um das Substrat von einer Seiter der Membran auf die andere zu transportieren. Bisher kristallisierten einzelne der sechs Transporter in der nach außen gerichteten offenen Form, der nach außen gerichteten Form, in der die Substratbindestelle jedoch nicht mehr zugänglich ist, in einer Form, die keine Öffnungspräferenz der Substratbindestelle zu einer Seite der Membran hat und in der nach innen gerichteten Form, in der die Substratbindestelle jedoch nicht geöffnet ist. CaiT kristallisierte in der noch fehlenden Konformation, der nach innen gerichteten Form, in der die Substratbindestelle zugänglich ist. Mit dieser noch fehlenend Konformation kann der Transportzyklus des “alternating access mechanism” vollständig beschrieben werden. Alle drei CaiT-Homologe kristallisierten in der nach innen gerichteten, offenen Konformation. Im Gegensatz zur EcCaiT-Struktur kristallisierte PmCaiT in der substratungebundenen Form. In der StCaiT-Struktur konnte aufgrund der niedrigen Auflösung kein Substrat nachgewiesen werden. In der EcCaiT-Struktur sind zwei gamma-Butyrobetain-Moleküle gebunden. Das erste Molekül wurde in der zentralen Substratbindestelle, der sogenannten Tryptophan-Box bestehend aus vier Tryptophanen, im Zentrum des Protein lokalisiert. Das zweite gamma-Butyrobetain-Molekül wurde in einer Vertiefung an der extrazellulären Proteinoberfläche gefunden. Beide Substrate werden hauptsächlich über Kation-Pi-Interaktionen zwischen der positiv geladenen quatären Ammoniumgruppe des Substrats und des Pi-Elektronensystems der Tryptophane in den jeweiligen Bindestellen gebunden. Eine besondere Eigenschaft von CaiT ist der H+- bzw. Na+-unabhängige Substrattransport. Die CaiT-Struktur erklärt warum kein zusätzliches Kation benötigt wird um Substrat zu binden oder zu transportieren. In der EcCaiT-Struktur ist eine wichtige polare nicht-bindende Interaktion zwischen der Carboxylgruppe des gamma-Butyrobetains und dem Schwefelatom eines Methionins in der zentrale Bindestelle zu erkennen. Dieses Methionin ist konserviert in den prokaryotischen CaiTs und in den Na+-unabhängigen eukaryotischen L-Carnitin Transportern (OCTN), jedoch ist es nicht konserviert im Na+-abhängigen verwandten Glycinbetain Transporter BetP. In BetP ist diese Position des Methionins durch ein Valin ersetzt. Die Mutation des Methionins in CaiT zu Valin ermöglicht zwar immernoch die H+- bzw. Na+-unabhängige Bindung des Substrates durch die Tryptophan-Box, jedoch ist der Substrattransport nahezu vollständig zerstört. Eine derart wichtige Substratkoordinierende Funktion des Schwefelatoms eines Methionins wurde bisher nicht beschrieben. Eine weitere Stelle, die in H+- bzw. Na+-abhängigen Transporter mit H+ bzw. Na+ besetzt ist, ist in CaiT von einem positiv geladenen Arginin eingenommen. Eine positive Ladung an dieser Stelle stabilisiert den Bereich im Protein in der Nähe der zentralen Substratbindestelle. Die Mutation des Arginins zu Glutamat in CaiT erzielt eine vollständige Inaktivierung des Substrattansports. Durch Zugabe von Na+ im Transportansatz kann die Substrattransportaktivität der Glutamat-Mutante jedoch teilweise zurückerlangt werden. Diese eben beschriebenen Aminosäurereste in den beiden Stellen des Proteins erklären die Kationenunabhängigkeit von CaiT. Die Aktivierung des Antiportmechanismus in CaiT wurde mit Hilfe von Bindungsstudien an rekonstituiertem Protein ermittelt. Diese Messungen ergaben für das Wildtypprotein ein sigmoidales Substratbindungsverhalten, was auf ein positiv-kooperatives Bindungsverhalten hindeutet. Die beiden Substratbindestellen im Protein sowie die beiden unterschiedlichen Substrate, L-Carnitin und gamma-Butyrobetain, lassen auf einen heterotropen positiv-kooperativen Bindungs- und einen allosterisch regulierten Transportmechanismus schließen. Bei diesem Mechanismus erhöht die Bindung eines Substrats in der regulatorischen Bindestelle durch induzierte Konformationsänderungen die Affinität eines anderen Substrats in einer weiteren Substratbindestelle. Die regulatorische Bindestelle in CaiT befindet sich an der extrazellulären Proteinoberfläche. Eine Schwächung der Substrataffinität in dieser Bindestelle durch Einführung einer Mutation, verstärkt das sigmoidale Substratbindungsverhalten und hat einen negativen Einfluss auf den Substrattransport. Durch die in dieser Arbeit gelösten 3D-Röntgenkristallstrukturen der zwei CaiT-Homologen, PmCaiT und EcCaiT, sowie den durchgeführten funktionellen Studien sowohl an Wildtypprotein wie auch an Mutanten konnte ein L-Carnitin/gamma-Butyrobetain Antiport-Mechanismus für CaiT vorzuschlagen werden.
This work investigated the applicability of global pairwise sequence alignment to the detection of functional analogues in virtual screening. This variant of sequence comparison was developed for the identification of homologue proteins based on amino acid or nucleotide sequences. Because of the significant differences between biopolymers and small molecules several aspects of this approach for sequence comparison had to be adapted. All proposed concepts were implemented as the ‘Pharmacophore Alignment Search Tool’ (PhAST) and evaluated in retrospective experiments on the COBRA dataset in version 6.1. The aim to identify functional analogues raised the necessity for identification and classification of functional properties in molecular structures. This was realized by fragment-based atom-typing, where one out of nine functional properties was assigned to each non-hydrogen atom in a structure. These properties were pre-assigned to atoms in the fragments. Whenever a fragment matched a substructure in a molecule, the assigned properties were transferred from fragment atoms to structure atoms. Each functional property was represented by exactly one symbol. Unlike amino acid or nucleotide sequences, small drug-like molecules contain branches and cycles. This was a major obstacle in the application of sequence alignment to virtual screening, since this technique can only be applied to linear sequences of symbols. The best linearization technique was shown to be Minimum Volume Embedding. To the best of knowledge, this work represents the first application of dimensionality reduction to graph linearization. Sequence alignment relies on a scoring system that rates symbol equivalences (matches) and differences (mismatches) based on functional properties that correspond to rated symbols. Existing scoring schemes are applicable only to amino acids and nucleotides. In this work, scoring schemes for functional properties in drug-like molecules were developed based on property frequencies and isofunctionality judged from chemical experience, pairwise sequence alignments, pairwise kernel-based assignments and stochastic optimization. The scoring system based on property frequencies and isofunctionality proved to be the most powerful (measured in enrichment capability). All developed scoring systems performed superior compared to simple scoring approaches that rate matches and mismatches uniformly. The frameworks proposed for score calculations can be used to guide modifications to the atom-typing in promising directions. The scoring system was further modified to allow for emphasis on particular symbols in a sequence. It was proven that the application of weights to symbols that correspond to key interaction points important to receptor-ligand-interaction significantly improves screening capabilities of PhAST. It was demonstrated that the systematic application of weights to all sequence positions in retrospective experiments can be used for pharmacophore elucidation. A scoring system based on structural instead of functional similarity was investigated and found to be suitable for similarity searches in shape-constrained datasets. Three methods for similarity assessment based on alignments were evaluated: Sequence identity, alignment score and significance. PhAST achieved significantly higher enrichment with alignment scores compared to sequence identity. p-values as significance estimates were calculated in a combination of Marcov Chain Monte Carlo Simulation and Importance Sampling. p-values were adapted to library size in a Bonferroni correction, yielding E-values. A significance threshold of an E-value of 1*10-5 was proposed for the application in prospective screenings. PhAST was compared to state-of-the-art methods for virtual screening. The unweighted version was shown to exhibit comparable enrichment capabilities. Compound rankings obtained with PhAST were proven to be complementary to those of other methods. The application to three-dimensional instead of two-dimensional molecular representations resulted in altered compound rankings without increased enrichment. PhAST was employed in two prospective applications. A screening for non-nucleoside analogue inhibitors of bacterial thymidin kinase yielded a hit with a distinct structural framework but only weak activity. The search for drugs not member of the NSAID (non-steroidal anti-inflammatory drug) class as modulators of gamma-secretase resulted in a potent modulator with clear structural distiction from the reference compound. The calculation of significance estimates, emphasizing on key interactions, the pharmacophore elucidation capabilities and the unique compound rannkings set PhAST apart from other screening techniques.
Apoptotic cell (AC)-derived factors alter the physiology of macrophages (M Phi s) towards a regulatory phenotype that is characterized by enhanced production of anti-inflammatory mediators, an attenuated pro-inflammatory cytokine profile and reduced nitric oxide (NO) formation. Impaired NO production in response to ACs or AC-conditioned medium (CM) is facilitated by arginase II (ARG II) expression, which competes with inducible NO synthase for L-arginine. In this study, I investigated the signaling pathway that allowed CM to upregulate ARG II in M Phi s. A sphingolipid, further identified as sphingosine-1-phosphate (S1P), was required but authentic S1P alone only produced small effects. S1P acted synergistically with a so far unidentified factor to elicit high ARG II expression. S1P signaled through S1P receptor 2 (S1P2), since the S1P2-antagonist JTE013 and siRNA knock-down of S1P2 prevented ARG II upregulation. Further, inhibition and knock-down of extracellular signal-regulated kinase 5 (ERK5) attenuated CM-mediated ARG II protein induction. Exploring ERK5-dependent transcriptional regulation, promoter deletion and luciferase reporter analysis of the murine ARG II promoter (mpARG II) suggested the involvement of cyclic adenosine monophosphate (cAMP) responsive element binding protein (CREB). This was confirmed by EMSA analysis and decoyoligonucleotides scavenging CREB, thereby preventing it from activating target genes and thus, blocking ARG II expression. I concluded that AC-derived S1P binds to S1P2 and acts synergistically with other factors to activate ERK5 and concomitantly CREB. This signaling cascade shapes an anti-inflammatory M Phi phenotype by ARG II induction. Further investigations of ERK5-dependent CREB activation suggested an indirect mechanism implying that ERK5 inhibited phosphodiesterase 4 (PDE4) and thus, prevented hydrolysis of cAMP. Since S1P-dependent ERK5 activation presumably inhibited PDE4, subsequent cAMP accumulation led to enhanced PKA activity and CREB-mediated transcription. The unidentified factor(s) besides S1P probably provoked the required elevation of cAMP production in M Phi s. Indeed, pharmacological inhibition of cAMP-producing adenylyl cyclase with SQ22536 as well as cAMP-dependent protein kinase A (PKA) with KT5720 suggested cAMP to be involved in CM-mediated ARG II up-regulation. Furthermore, forskolin-dependent activation of adenyly cyclase and simultaneous rolipram-mediated inhibition of PDE4 mimicked CM-induced ARG II expression. Considering these findings, I propose that one or several unidentified factors in CM provoke cAMP production in M Phi s. In parallel, AC-derived S1P activates ERK5, which inhibits PDE4-dependent cAMP hydrolysis, further raising intracellular cAMP levels. Thus, unrestricted continuous cAMP signaling via PKA/CREB, results in a time-dependent and sustained ARG II induction.
In the adult mammalian central nervous system, two defined neurogenic regions retain the capacity to generate new neurons throughout adulthood, namely the subependymal zone (SEZ) at the lateral ventricles and the subgranular layer of the hippocampus (SGL). Adult neurogenesis consists of a whole set of events including proliferation, fate specification, migration, survival and finally synaptic integration of newly born neurons. Each of these events is controlled by the interplay of numerous factors. In this study two signalling systems were analysed with regard to their functional role in adult neurogenesis in vivo, namely the purinergic system and the growth factor EGF. Neither short- nor long-term application of the P2Y receptor agonists UTP and ADPβS and the P2Y receptor antagonist suramin into the lateral ventricle of adult mice altered cell responses as compared to vehicle controls in vivo. In contrast, analysis of the expansion rates of cultured neural stem cells (NSCs) from knockout mice revealed a strong increase in the number of NSCs from NTPDase2-/- mice, whereas cell numbers of NSCs from P2Y1-/- and P2Y2-/- mice were significantly reduced in comparison to wildtype levels. Notably, in vivo proliferation rates were potently elevated in the SGL and the SEZ of NTPDase2-deficient mice. However, in vivo proliferation in both neurogenic niches of the single receptor knockout mice P2Y1-/- and P2Y2-/- and P2Y1-/- P2Y2-/-double-knockout mice did not differ significantly from the wildtype. In mice lacking the P2Y2 receptor the survival of newly born neurons in the hippocampal granule cell layer was significantly increased. These data provide the first line of evidence that purinergic signalling is involved in the control of neural stem cells behaviour not only in vitro but also in vivo. In order to further characterise the role of epidermal growth factor (EGF) in adult neurogenesis, transit amplifying precursors (TAPs) and type B astrocytes were identified as EGF-responsive cell populations following ventricular EGF injection, whereas ependymal cells, neuroblasts and NG2-positive cells did not or only to a minor extent respond to EGF injection. These EGF-responsive cell populations were found on both, the septal as well as striatal lateral ventricle walls. Long-term ventricular EGF infusion for 6d, 1. increased cell proliferation of both ventricle walls revealing a gradient along the rostro-caudal axis, 2. altered the balance between neuronal and macroglial cell fates to generate oligodendrocyte precursors and 3. lead to an entire remodelling of the classical architecture of the SEZ.
Proliferation and apoptosis are fundamental cellular processes that are important for the development and homeostasis of multi-cellular organisms. Deregulation of these processes plays an important role in tumor formation. Often, genes that control homeostasis by regulating proliferation and apoptosis are mutated or improperly expressed in tumors. In this project, the physiological and pathological functions of FUSE Binding Protein 1 (FBP1) were studied to elucidate the involvement of this gene in the context of embryonic development and tumorigenesis. Two reasons led to the hypothesis that FBP1 might be relevant in this context. FBP1 was isolated in the group of PD Dr. Martin Zörnig using a functional yeast survival screen for the identification of anti-apoptotic genes involved in tumorigenesis, and the anti-apoptotic function of FBP1 was confirmed in the human colon carcinoma cell line RKO. In addition, FBP1 had been published to function as a transcriptional regulator that activates expression of the proto-oncogene c-myc. This gene stimulates cell proliferation and is overexpressed in many tumors. Analysis of FBP1 expression by immunhistochemistry in normal and tumor tissue samples revealed frequent and significant overexpression of FBP1 in Hepatocellular Carcinoma (HCC). To study the functional relevance of FBP1 activity for this tumor type, apoptosis and proliferation of the HCC cell line Hep3B were studied in dependence of FBP1 expression. Downregulation of FBP1 by lentiviral expression of FBP1-specific short hairpin RNA (shRNA) reduced proliferation and increased sensitivity to apoptosis. Subcutaneous injection of FBP1-deficient Hep3B cells into immunodeficient NOD/SCID mice demonstrated that tumor growth was strongly decreased in comparison to control cells. mRNA expression studies by quantitative real time PCR showed reduced mRNA levels of the pro-apoptotic genes Bik, Noxa, TRAIL and TNF-􀀁 in the absence of FBP1. In addition, the cell cycle inhibitors p21 and p15 were repressed by FBP1 while Cyclin D2 expression was decreased in the absence of FBP1. Surprisingly, expression of c-myc was not altered by FBP1 downregulation, indicating a different mechanism of c-myc regulation in HCC cells. These results demonstrate that overexpression of FBP1 inhibits apoptosis and stimulates proliferation in HCC cells by regulating the transcription of relevant target genes. Therefore, FBP1 might represent a promising therapeutic target for the treatment of HCC. For analysis of the physiological function of FBP1, a gene trap mouse model was established. In these mice, the gene trap vector pT1􀀂geo is inserted in intron 19 of the FBP1 locus, leading to the expression of a fusion protein consisting of a truncated FBP1 (lacking the last 62 amino acids), 􀀁-Galactosidase and Neomycin Phosphotransferase. Luciferase reporter assays demonstrated that the fusion protein was not capable of activating the c-myc promoter and even showed a dominant negative effect. Thus, this gene trap mouse serves as a functional FBP1 knockout model. Phenotyping of the FBP1 gene trap mice showed that homozygous mutation of FBP1 resulted in embryonic lethality at late stages of embryonic development (E15.5-E16.5). Heterozygous mice were viable, but born at lower frequencies, indicating a gene dosage- or a dominant negative effect of the FBP1 fusion protein. The cellular effects of FBP1 inactivation were tested in mouse embryonic fibroblasts isolated from FBP1 gene trap mice. While proliferation was reduced in the absence of wildtype FBP1, apoptosis was not affected. Expression analysis showed that in homozygous MEFs p15 and p21 transcripts were upregulated, while decreased cmyc mRNA levels were measured. Closer inspection of homozygous gene trap embryos revealed an anemic phenotype that appeared most pronounced around embryonic day 15.5. Analysis of fetal livers, the main site of hematopoiesis at this stage of development, showed a strongly reduced total cell number in homozygous embryos. Evaluation of the different hematopoietic cell lineages did not reveal significant changes in particular differentiated cell types. Instead, all cell lineages seemed to be affected equally by FBP1 inactivation. In contrast, analysis of hematopoietic progenitor cell populations showed an increased percentage of multipotent progenitor cells (MPPs) and a strongly reduced number of long-term hematopoietic stem cells (LT-HSCs). Functional analysis of MPPs by in vitro colony formation assays demonstrated that the FBP1-mutant cells possess a normal colony formation potential while their expansion capacity was reduced. Competitive transplantation of lineage negative fetal liver cells into irradiated recipient mice resulted in reduced engraftment of liverderived progenitor cells from homozygous FBP1 gene trap mice. However, stable engraftment was observed over a period of 12 weeks, demonstrating that the FBP1-deficient LT-HSCs are in principle capable of long-term repopulation. These results demonstrate that FBP1 exerts an essential function during definitive hematopoiesis. It can be speculated that FBP1 influences proliferation, apoptosis and possibly also stem cell self-renewal through the regulation of specific target genes within the hematopoietic progenitor cells. Alternatively, extrinsic effects caused by the absence of FBP1 activity could impair the function of the progenitor cells.
The power to dissociate : molecular function of the twin-ATPase ABCE1 in archaeal ribosome recycling
(2010)
In this thesis, the structure of the C-terminal domain of presenilin-1, the catalytic component of the y-secretase complex, is investigated by NMR spectroscopy. The ysecretase complex has a definitive role in the pathogenic development of Alzheimer's disease, in that it mediates the cleavage of aprecursor to create the amyloid ß peptide. Aggregates of amyloid ß which form amyloid plaques are the most overt clinieal feature observed in the post-mortem brains of Alzheimer's patient. In addition, many of the mutations found in the aggressive early onset familial Alzheimer's disease have been linked to presenilin-1, highlighting its importance in disease progression and deeming it an important target for investigation. One of the greatest challenges for the structural investigation of the y-secretase components is their low expression yields in cell-based systems. We therefore applied continuous-exchange cell-free expression to obtain sufficient amounts of protein for our structural studies. An added benefit of the cell-free expression system is the freedom to incorporate any desired combination of stable-isotope labels directly into sampies. We were therefore able to develop a labeling scheme which targets the amino acid composition of transmembrane a-helices, allowing us to simplify an assignment procedure whieh tends to be cumbersome and diffieult for most a-helical transmembrane proteins. The y-secretase complex is a member of the intramembrane cleaving proteases which, as their name implies, cleave their transmembrane substrates within the bilayer. Single particle analysis of the y-secretase (1) as weil as crystal structures of rhomboid (2) and S2P (3) have revealed the presence of hydrophilie po res within the membrane where catalysis occurs. In light of evidence that certain elements of CTF reside in close proximity or even contribute to the formation of the hydrophilic pore, we chose to study the structure of CTF in mieelles, whieh may be better suited to accommodate CTF in isolation as compared with solid membranes in the absence of the other y-secretase components. The structure of CTF was solved to 1.7 A (backbone r.m.s.d) and revealed the presence of unusual features, including a partially membrane-spanning helix which situates the catalytic asparte at its N-terminus in what would be the center of the membrane where catalysis is proposed to occur, as weil as a severely kinked helix which is partially embedded beneath the surface of the membrane (P6). Interestingly, similar features have been observed in the crystal structure of the GlpG rhomboid. In addition, a soluble helix was found in the long N-terminal loop of CTF which until now has been described as unstructured. The first part of the thesis is designed to provide an introduction to Alzheimer's disease, the role of y-secretase and its presenilin-l catalytic component in disease progression, as weil as cell-free expression and liquid-state NMR techniques involved in the structural investigation of membrane proteins. In chapter 2, the reader is familiarized with the history, the clinical manifestation, and biochemical features of Alzheimer's disease. The chapter goes further to describe the role of the y-secretase complex and its individual components in disease progression and substrate processing. Chapter 3 focuses more specifically on presenilin-l in the context of the newly emerging class of intramembrane proteases. In chapter 4, attention is shifted to the cell-free expression system with special focus on the expression of membrane proteins, and chapter 5 explores the various liquid-state NMR techniques that were required for the characterization of CTF. The second part of the thesis is cumulative and contains original research, method, and review articles that were produced during the course of study. Chapter 6 explores the various techniques and innovations used to study membrane proteins using continuous exchange cell-free expression coupled with NMR spectroscopy. In chapter 7, a new technique, transmembrane segment targeted labeling, is described as a tool that facilitates the backbone assignment of transmembrane proteins which display severe overlap in NMR spectra. Chapter 8 presents the novel NMR structure of the C-terminal fragment of presenilin-l solved in SOS micelles.
The single unit doctrine proposes that each one of our percepts and sensations is represented by the activity of specialized high-level cells in the brain. A common criticism applied to this proposal is the one referred to as the "combinatorial problem". We are constantly confronted with unlimited combinations of elements and features, and yet we face no problem in recognizing patterns and objects present in visual scenes. Are there enough neurons in the brain to singly code for each one of our percepts? Or is it the case that perceptions are represented by the distributed activity of different neuronal ensembles? We lack a general theory capable of explaining how distributed information can be efficiently integrated into single percepts. The working hypothesis here is that distributed neuronal ensembles signal relations present in the stimulus by selectively synchronizing their spiking responses. Synchronization is generally associated with oscillatory activity in the brain. Gamma oscillations in particular have been linked to various integrative processes in the visual system. Studies in anesthetized animals have shown a conspicuous increase in power for the gamma frequency band (30 to 60 Hz) in response to visual stimuli. Recently, these observations have been extended to behavioral studies which addressed the role of gamma activity in cognitive processes demanding selective attention. The initial motivation for carrying out this work was to test if the binding-by-synchronization (BBS) hypothesis serves as a neuronal mechanism for perceptual grouping in the visual system. To this aim we used single and superimposed grating stimuli. Superimposed gratings (plaids) are bi-stable stimuli capable of eliciting different percepts depending on their physical characteristics. In this way, plaids can be perceived either as a single moving surface (pattern plaids), or as two segregated surfaces drifting in different directions (component plaids). While testing the BBS hypothesis, we performed various experiments which addressed the role of both stimulus and cortical architecture on the properties of gamma oscillations in the primary visual cortex (V1) of monkeys. Additionally, we investigated whether gamma activity could also be modulated by allocating attention in time. Finally, we report on gamma-phase shifts in area V1, and how they depend on the level of neuronal activation. ...
In der folgenden Arbeit werden Eigenschaften von Verzweigungsprozessen in zufälliger Umgebung (engl. branching processes in random environment, kurz BPREs) untersucht. Das Modell geht auf Smith (1969) und Athreya (1971) zurück. Ein BPRE ist ein einfaches mathematisches Modell für die Entwicklung einer Population von apomiktischen (d.h. sich ungeschlechtlich fortpflanzenden) Individuen in diskreter Zeit, wobei die Umgebungsbedingungen einen Einfluß auf den Fortpflanzungserfolg der Individuen haben. Dabei wird angenommen, dass die Umgebungsbedingungen in den einzelnen Generationen zufällig sind, und zwar unabhängig und identisch verteilt von Generation zu Generation. Man denke z.B. an eine Population von Pflanzen mit einem einjährigen Zyklus, die in jedem Jahr anderen Witterungsbedingungen ausgesetzt sind, wobei angenommen wird, dass diese sich unabhängig und identisch verteilt ändern. In Kapitel 1 wird eines der wichtigsten Hilfsmittel zur Beschreibung von BPREs, die sogenannte zugehörige Irrfahrt, eingeführt und die Klassifizierung von BPREs beschrieben. In Kapitel 2 werden bekannte Resultate, insbesondere zu kritischen, schwach subkritischen und stark subkritischen Verzweigungsprozessen, wiederholt. In Kapitel 3 wird der sogenannte intermediär subkritische Fall behandelt. Mithilfe von funktionalen Grenzwertsätzen für bedingte Irrfahrten wird die genaue Asymptotik der Überlebenswahrscheinlichkeit des Prozesses, die bereits in Vatutin (2004) bewiesen wurde, unter etwas allgemeineren Voraussetzungen gezeigt. Anschließend wird untersucht, wie häufig der Prozess, bedingt auf Überleben, nur noch aus einem Individuum besteht. Im letzten Teil des Kapitels wird ein funktionaler Grenzwertsatz für die zugehörige Irrfahrt, bedingt aufs Überleben des Prozesses, gezeigt. Diese konvergiert, richtig skaliert, gegen einen Levy-Prozess, der darauf bedingt ist, sein Minimum am Ende anzunehmen. In Kapitel 4 werden große Abweichungen von BPREs untersucht. Die Ratenfunktion des BPRE wird sowohl für den Fall mindestens geometrisch schnell abfallender Tails, als auch für den Fall von Nachkommenverteilungen mit schweren Tails bestimmt. Wie sich herausstellt, hängt die Ratenfunktion von der Ratenfunktion der zugehörigen Irrfahrt, der exponentiellen Abfallrate der Überlebenswahrscheinlichkeit sowie, bei Nachkommenverteilungen mit schweren Tails, auch von den Tails derselben ab. In der Ratenfunktion spiegeln sich die wahrscheinlichsten Wege, um Ereignisse der großen Abweichungen zu realisieren, wider, was in Kapitel 4.3 beschrieben wird. In Kapitel 4.4 wird im speziellen Fall von Nachkommenverteilungen mit gebrochen-linearer Erzeugendenfunktion die Ratenfunktion für Ereignisse bestimmt, bei denen ein superkritischer BPRE überlebt, aber klein im Vergleich zum Erwartungswert bleibt. In Kapitel 4.5 werden die großen Abweichungen, bedingt auf die Umgebung untersucht (engl. quenched). In diesem Fall können unwahrscheinliche Ereignisse nur über den Verzweigungsmechanismus und nicht mehr über eine außergewöhnliche Umgebung realisiert werden. Zum Abschluss der Dissertation werden Verzweigungsprozesse in zufälliger Umgebung, bedingt auf Überle-ben, simuliert. Dazu wird eine Konstruktion nach Geiger (1999) angewendet. Diese erlaubt es, Galton-Watson Bäume in variierender Umgebung, bedingt auf Überleben, entlang einer Ahnenlinie zu konstruieren. Der Fall geometrischer Nachkommenverteilungen, auf den wir uns in Kapitel 5 beschränken, erlaubt die explizite Berechnung der benötigten Verteilungen. Als Anwendung des Grenzwertsatzes aus Kapitel 3.1 können nun intermediär subkritische Verzweigungsprozesse, bedingt auf Überleben, wie folgt simuliert werden: Zunächst wird die Umgebung zufällig bestimmt, und zwar als Irrfahrt, bedingt darauf ihr Minimum am Ende anzunehmen. Anschließend wird, der Geiger-Konstruktion folgend, ein Verzweigungsprozess in dieser Umgebung, bedingt auf Überleben, simuliert. Zum Abschluss wird in einem kurzen Ausblick auf aktuelle Forschung verwiesen. Im Anhang befinden sich einige technische Resultate.
Der Neocortex der Säugetiere weist charakteristische Schichtungen auf, und jede dieser Schichten enthält verschiedene Typen von Neuronen, die in stereotypen Mustern angeordnet sind. Die Ausbildung dieser geschichteten Struktur ist nur dann möglich, wenn korrekte Migration von Neuronen von proliferativen Zonen zu deren Endpositionen stattfindet. Die exakte Migration und Schichtung wird von Mutationen beeinflusst, die entweder die migratorische Fähigkeit der Neuronen beeinträchtigen, oder deren Fähigkeit, die Position zu erkennen, an der sie die Wanderung beenden sollten (Gupta et al., 2002, Rice et al., 2001, Walsh et al., 2000). In den letzten Jahren wurde das extrazelluläre Protein Reelin als wichtiger Faktor bekannt, der sich auf mehrere Schritte der neuronalen Migration und Schichtung in der Großhirnrinde auswirkt (zusammengefasst in (Tissir et al., 2003). Das sekretierte Glykoprotein Reelin kontrolliert die Migration der Neuronen durch die Bindung an zwei Lipoproteinrezeptoren, den Very-low-density lipoprotein Rezeptor (VLDLR) und den Apolipoprotein E Rezeptor 2 (ApoER2) (D'Arcangelo et al., 1999). Die Bindung von Reelin an ApoER2 und VLDLR ruft die Phosphorylierung von Disabled-1 (Dab1) (D'Arcangelo et al., 1999, Howell et al., 1997), einem Adapterprotein, das an die intrazelluläre Domäne der Rezeptoren bindet, hervor, indem sie Kinasen der Src-Familie (SFKs) aktiviert (Arnaud et al., 2003, Bock et al., 2003a). Außer der Bedeutung des Reelin-Signalwegs für die korrekte Entwicklung des Nervensystems und dem Wissen, dass die Unterbrechung dieses Signalwegs zu verschiedenen neurologischen Krankheiten wie Epilepsie, Schizophrenie und der Alzheimerkrankheit führt (Costa et al., 2002, Botella-Lopez et al., 2006, Herz et al., 2006), ist die molekulare Grundlage der Aktivierung dieses Signalwegs an der Zellmembran noch kaum charakterisiert. Da VLDLR und ApoER2 keine intrinsische Kinaseaktivität besitzen, wurde die Existenz eines Korezeptors für mindestens eine Dekade vermutet, und die genaue Natur dieses Korezeptors ist unbekannt. EphrinBs, Transmembranliganden für Eph-Rezeptoren, besitzen die Fähigkeit zur Signalgebung, die für synaptische Plastizität und Angiogenese durch Sprossung erforderlich ist, indem sie die Aktivität anderer Transmembranrezeptoren wie AMPAR beziehungsweise VEGFR2 beeinflussen (Sawamiphak et al., 2010b, Segura et al., 2007, Essmann et al., 2008). Darüber hinaus führt die Stimulation von cortikalen Neuronen in Kultur mit löslichen EphB-Rezeptoren zur Rekrutierung und Aktivierung von SFKs in Membranpatches, in denen sich ephrinB-Liganden befinden (Palmer et al., 2002). Deshalb nehmen wir an, dass ephrinB in vivo funktionell mit dem Reelin-Signalweg verbunden sein könnte. Der Fokus dieser Arbeit liegt darin, zu zeigen, dass das neuronale Wegweisermolekül ephrinB einen entscheidenden Korezeptor für die Reelin-Signalgebung während der Entwicklung geschichteter Strukturen im Gehirn darstellt. Um zu erforschen, ob ephrinB und die Reelin-Signalgebung in vivo genetisch interagieren, wurden zuerst Mäuse mit Compound-Mutationen hergestellt, die eine Nullmutation im Gen für ephrinB3 tragen und heterozygot für Reelin sind (rl/+; b3-/-). Reeler ist eine autosomal rezessive Mutation der Maus, die, wenn sie heterozygot auftritt, keinen offenkundigen Phänotyp aufweist (Caviness et al., 1972, Caviness et al., 1978). Wir zeigen, dass ephrinBs genetisch mit Reelin interagieren, da Mäuse mit Compound-Mutationen (rl/+; b3 -/-) und ephrinB1-, B2- und B3-Dreifach-Knockouts die verschiedenen Defekte in der Entwicklung phänokopieren, die im Neocortex, Hippocampus und Cerebellum der reeler-Mäuse beobachtet wurden. Eines der Kennzeichen des reeler-Phänotyps ist die gestörte Schichtung der Großhirnrinde mit einer Marginalzone (MZ), die eine äußerst große Zahl an Zellen enthält (Caviness, 1982). Sowohl die Compound-Mäuse als auch die Triple-ephrinB1B2B3-knockouts zeigten eine Zunahme der Zellzahl in der MZ. Um die cortikalen Defekte detailliert zu charakterisieren, wurde die Verteilung von postmitotischen migrierenden Neuronen im Cortex von rl/+; b3-/- Compound-Mäusen mit Hilfe von unterschiedlichen schichtenspezifischen Markern für früh (Tbr1) (Hevner et al., 2001) und spät entstandene (SatB2 and Brn1) (Britanova et al., 2008, McEvilly et al., 2002) Neuronen, analysiert . Unsere Untersuchungen ließen die veränderte cortikale Schichtung in den rl/+; b3-/- Compound-Mäusen erkennen. So befanden sich früh entstandene Neuronen in den oberen cortikalen Schichten und spät entstandene in den unteren cortikalen Schichten, was für eine outside-in-Schichtung spricht, wie man sie von reeler kennt. Interessanterweise ist eine der frühesten strukturellen Abnormalitäten, die man im reeler-Cortex erkennen kann, die Unfähigkeit, die Preplate, die reich an extrazellulärer Matrix ist, in die Marginalzone und die Subplate aufzuspalten (Sheppard et al., 1997). Zum Zeitpunkt E17.5 zeigten rl/+; b3-/- Compound-Mäuse eine beachtliche Anhäufung von Chondroitin-Sulfat-Proteoglykan (CSPG), einer Komponente der extrazellulären Matrix, im gesamten Neocortex mit einer ungeteilten Schicht an der Oberfläche, welche übermäßig viel CSPG enthielt und somit die abnorme Teilung der Preplate der reeler-Maus nachahmte. Um zu bestätigen, dass die beobachteten Effekte auf die Schichtung des Cortex der rl/+; b3-/- Compound-Mäuse als Folge der Beeinträchtigung der neuronalen Migration auftritt, wurden zusätzlich BrdU-Puls-Experimente durchgeführt. BrdU wird in sich teilende Vorläuferzellen eingebaut und spiegelt deshalb das migratorische Verhalten von neu entstandenen Neuronen zum Zeitpunkt der Injektion wieder. Schwangeren Weibchen wurde BrdU zu den Zeitpunkten E12.5, E15.5 und E17.5 injiziert und die Gehirne wurden am postnatalen Tag 20 ausgewertet. Die Verteilung der mit BrdU gekennzeichneten Neuronen zu verschiedenen Zeitpunkten der Entwicklung in der Großhirnrinde bestätigte unsere Untersuchungen, die mit Hilfe der schichtspezifischen Marker durchgeführt worden waren. Deshalb deuten unsere Ergebnisse an, dass die beobachteten Defekte in der Schichtung des Cortex tatsächlich eine Folge von beeinträchtigter neuronaler Migration sind. Es wurde beobachtet, dass auch geschichtete Strukturen im Hippocampus in den rl/+; b3-/- Compound-Mäusen verändert sind, was für einen Crosstalk zwischen ephrinB3 und Reelin auch während der Entwicklung des Hippocampus spricht. Die CA1-Region des Hippocampus zeigte eine lockere Verbindung der pyramidalen Zellschichten, welche zu einer signifikanten Erhöhung der Dicke dieser Region und zu einer Einwanderung von Pyramidalzellen in das Stratum oriens führte. Darüber hinaus haben die Anomalien in den dendritischen Verzweigungen von Pyramidalneuronen der CA1-Region, die in Richtung der Reelin-produzierenden Cajal-Retzius-Zellen im stratum locunosum moleculare projizieren, in den rl/+; b3-/- Compound-Mäusen eine auffallende Ähnlichkeit mit denen, die in reeler-Mutanten beobachtet wurden. Reelin fungiert auch als Differenzierungsfaktor und Positionierungssignal für radiale Gliazellen, die positiv für glial fibrillary acidic protein (GFAP) sind und ein Gerüst für die korrekte Migration von neu entstandenen Granularzellen, die auf das Netzwerk der Granularzellen im Gyrus dentatus zuwandern (Forster et al., 2002) bilden. In rl/+; b3-/- Compound-Mäusen ist dieses Gerüst aus radialen Gliazellen schwerwiegend beeinträchtigt, was ebenfalls zu einer lockeren Organisation der Granularzellen im Gyrus dentatus führt. Die Ataxie in reeler-Mäusen ist das Ergebnis einer schwerwiegenden Fehlorganisation im Cerebellum dieser Mutanten (Tissir et al., 2003). Interessanterweise wurden nur milde Defekte in den Granularzellen, die sich in der internen Granularschicht des Cerebellums von rl/+; b3-/- Compound-Mäusen angesammelt haben, und keine Defekte in der Migration und der Verzweigung der Purkinjezellschicht, festgestellt. Stattdessen ist ephrinB2 in den Purkinjezellen des Cerebellums stark exprimiert (Liebl et al., 2003) und obwohl keine bedeutenden Defekte der Migration dieser Zellen festgestellt wurden, zeigte die Untersuchung der Verzweigung der Purkinjezellen in b2-/- Mäusen eindeutige Defekte, die bereits in einfachen ephrinB2-Mutanten auftraten. Bedeutend ist, dass die Defekte in der Verzweigung bei rl/+; b2-/- Compound-Mäusen signifikant verstärkt waren, was darauf hindeutet, dass der Reelin-Signalweg im Cerebellum spezifisch ephrinB2 benötigt. Um Einblicke in den Mechanismus zu erhalten, wie ephrinB-Liganden den Crosstalk mit Reelin durchführen, um die korrekte Positionierung von Neuronen in den geschichteten Strukturen des Gehirns zu kontrollieren, wurde als nächstes die biochemische Interaktion dieser beiden Signalwege untersucht. In einer gerichteten proteomischen Untersuchung mit Hilfe der Tandem affinity purification-mass spectometry-Methode (Angrand et al., 2006) von Proteinen aus eine Neuroblastom-Zelllinie, die ephrinB binden, wurde Reelin als ein Protein, das mutmaßlich mit ephrinB interagiert, identifiziert. Zunächst bestätigten wir die Fähigkeit von Reelin, mit ephrinBs zu assoziieren mit Ko-Immunpräzipitation beider endogener Proteine aus Gehirnlysaten. Das extrazelluläre Protein Reelin zeigte eine starke Bindung an die extrazelluläre Domäne von ephrinB3 und auch von ephrinB2, was andeutet, dass beide ephrin-Liganden die Funktionen von Reelin in vivo beeinflussen könnten. Die Stimulierung von cortikalen Neuronen mit Reelin führt zu einer effektiven Tyrosin-Phosphorylierung des Adapters Dab1. Da die Stimulation von cortikalen Neuronen mit einer löslichen, vorgeclusterten Form von EphB-Rezeptoren zur Rekrutierung und Aktivierung von Src-Kinasen in ephrinB-Clustern führt (Palmer et al., 2002), nehmen wir an, dass ephrinBs Src-Kinasen in VLDLR- und ApoER2-Rezeptor-Clustern rekrutieren und aktivieren könnten. Aktivierte Src-Kinasen phosphorylieren dann wiederum das Adapterprotein Dab1, das an VLDLR und ApoER2 gebunden ist und initiieren die weitere Signalgebung. In Übereinstimmung damit ko-immunpräzipitiert phosphoryliertes Dab1 zum Zeitpunkt E16.5 mit ephrinBs, während die neuronale Migration und die Schichtung des Cortex stattfindet. Darüber hinaus konnten wir beobachten, dass ephrinB3, das durch EphB3-Fc aktiviert wurde, sowohl Reelin, als auch ApoER2 und VLDLR in ephrinB3-Membranpatches in cortikalen Neuronen anhäuft. Die Aktivierung von ephrinB-Liganden durch Stimulation von cortikalen Neuronen mit EphB3-Fc führt zur Rekrutierung und Phosphorylierung von Dab1 in ephrinB-Clustern. Als nächstes befassten wir uns mit der Notwendigkeit von der durch ephrinB vermittelten Rekrutierung und Aktivierung von Src-Kinasen für den Reelin-Signalweg, indem wir Loss-of-function-Studien sowohl in cortikalen Neuronen in Kultur als auch in vivo in Mäusen durchführten. Cortikale Neuronen, die aus ephrinB3- und ephrinB2-Knockouts isoliert wurden, zeigten eine signifikante Beeinträchtigung der durch Reelin vermittelten Phosphorylierung von Dab1 und die Phosphorylierungslevels von Dab1 in ephrinB3 Mausmutanten waren stark verringert, was andeutet, dass ephrinBs Korezeptoren, die notwendig für einwandfreie Signalgebung durch Reelin sind, darstellen. Um die Bedeutung von ephrinBs für die Kontrolle der Funktion von Reelin zu untersuchen, arrangierten wir eine Reihe von Rescue-Experimenten sowohl in Neuronenkulturen als auch während der neuronalen Migration im Cortex in vivo. Aus reeler-Mäusen isolierte cortikale Neuronen zeigten die erwartet verringerte Phosphorylierung von Dab1, die rückgängig gemacht werden konnte, indem die Neuronen mit exogenem Reelin stimuliert wurden. Noch bedeutender ist die Tatsache, dass die Phosphorylierung von Dab1 durch die alleinige Aktivierung von ephrinBs mit EphB wiederhergestellt werden konnte, was die Bedeutung der ephrinBs als Korezeptoren für die Aktivierung des Signalwegs über die Rezeptoren für Reelin, VLDLR und ApoER2, wiederspiegelt. Um die Rolle von ephrinBs als Korezeptoren für den Reelin-Signalweg während der neuronalen Migration in der Großhirnrinde zu unterstreichen, setzten wir ähnliche Rescue-Experimente in organotypischen Schnittkulturen an. In den Schnitten von reeler-Mäusen und Wildtyp-Wurfgeschwistern wurde die Migration von Neuronen, die durch Fc als Kontrolle und EphB3-Fc stimuliert wurde, nach drei Tagen in Kultur untersucht. Die reeler-Schnitte zeigten den typischen reeler-Phänotyp in der Großhirnrinde. In Übereinstimmung mit der Annahme einer wirksamen Regulation des Reelin-Signalwegs war die Aktivierung von eprhinB mit EphB-Rezeptoren in der Lage, die migratorischen Defekte in reeler-Schnitten aufzuheben. Zusammengefasst identifizieren unsere Ergebnisse ephrinBs als Korezeptoren für den Reelin-Signalweg, die für die Funktion von Reelin in der neuronalen Migration während der Entwicklung der geschichteten Strukturen der Großhirnrinde, dem Hippocampus und dem Cerebellum notwendig sind. Unsere genetischen Analysen von ephrinB-Mutanten zeigen gemeinsam mit starken biochemischen Untersuchungen, dass ephrinBs in vivo für zahlreiche Aktivitäten von Reelin erforderlich sind.
LmrA is a member of the ATP Binding Cassette (ABC) transporter family of membrane proteins and a structural and functional homologue of P-glycoprotein1, 2. ABC-transporters share a common architecture of two transmembrane domains and two nucleotide binding domains. The NBDs are highly conserved in this transporter family whereas the TMDs are highly diverse3. The TMDs recognize the substrate and the NBDs bind and hydrolyze ATP and thus contribute the energy for substrate translocation. ABC transporters as a protein family transport a high number of substrates including peptides, nutrients, ions, bile acids, lipids and other lipophilic compounds. LmrA is a multidrug transporter that recognizes a number of hydrophobic substrates including fluorescent dyes and antibiotics1, 4-6. LmrA is a native protein of the gram-positive bacterium Lactococcus lactis. In this thesis, L. lactis was used as a homologous expression host for the preparation of LmrA for a variety of experiments. Wildtype LmrA as well as a number of cysteine mutants were successfully expressed in L. lactis, purified and subsequently characterized by a variety of biochemical assays (Chapter 4). LmrA can be expressed to very high amounts in L. lactis. The purification and reconstitution were optimized for the requirements of solid-state NMR experiments in this thesis. For the first time, an ABC transporter has been reconstituted in synthetic lipids to a ratio of up to 1:150 (mol/mol). LmrA was shown to be active under magic angle spinning conditions with these reconstitution ratios. By taking advantage of the slower ATP hydrolysis by LmrA ΔK388 (lysine deletion in the Walker A motif), a real-time 31P solid-state NMR ATPase assay was established (Chapter 5). This assay allowed, for the first time, the investigation of all phosphor nuclei during the ATP hydrolysis cycle of a membrane protein simultaneously and in real time7. This assay has been successfully adapted to investigate both ATP hydrolysis and substrate phosphorylation of diacylglycerol kinase (together with S. Wollschlag) and ATP hydrolysis at high temperatures of the thermophilic ABC transporter ABC1 from Thermos thermophilus (together with A. Zutz). In the course of this thesis, the gene for LmrA has been cloned into expression vectors suitable for Escherichia coli and the heterologous expression of LmrA was established (Chapter 4). The functionality of the heterologously expressed protein has been investigated and compared to L. lactis LmrA. In these experiments, LmrA was shown to yield a distinct multidrug resistance phenotype in its E. coli host and to show secondary active multidrug transport in the absence of ATP and presence of a proton gradient [Hellmich et al, in prep] (Chapter 4). Previously, it had been shown that LmrA acts as a seconadary active transporter when the NBDs are truncated8. The overexpression in minimal and defined medium and the purification of LmrA from E. coli have been optimized. Isotope labeling for ssNMR has been established and the first multinuclear ssNMR experiments have been carried out on a functional ABC transporter (Chapter 8). ABC transporters couple two cycles: upon ATP binding, the NBDs dimerize, hydrolyze the ATP, subsequently release Pi and ADP and finally dissociate. During this cycle, conformational changes are relayed to the TMDs which utilize the energy from ATP binding and/or hydrolysis to translocate the respective substrate. The prehydrolysis state can be trapped by beryllium fluoride, whereas the post-hydrolysis state of this cycle can be trapped by vanadate9-12. Trapping protocols for these reagents were successfully established for LmrA in this thesis (Chapter 4). This allowed for the investigation of different catalytic states by both ssNMR and EPR. A general 19F labeling protocol for membrane proteins has been established in the course of this thesis and successfully applied to proteorhodopsin (together with N. Pfleger)13 and LmrA (chapter 6). Single cysteine mutants of LmrA that line out the dimer interface have been labeled with a fluorine label for ssNMR. In the apo state, the 19F labeling indicates highly flexible transmembrane domains, a finding that is supported by 13C ssNMR and EPR measurements. The addition of drugs has a different effect on different positions within the LmrA dimer, therefore indicating that different drugs are recognized at a different position within the protein. For P-glycoprotein and LmrA it has been previously shown by biochemical methods that different drug binding sites co-exist. For a 19F label attached at position 314 (LmrA E314C), the spectra showed two distinct peaks with similar populations. This could hint towards a structural asymmetry within the LmrA dimer that might also be reflected in the alternating ATP hydrolysis at the NBDs. E314 has been specifically implicated with drug transport. Thus, structural asymmetry at this position might be functionally relevant for guiding a substrate through the transporter. Structural asymmetry within a homodimeric ABC transporter has also been shown for BtuCD, the E. coli vitamin B12 importer14. In addition, the conserved glutamates in EmrE, a small multidrug resistance protein, were shown to be asymmetric in the drug bound state15. Both, uniformly 13C/15N labeled as well as selectively amino acid type labeled LmrA has been investigated in different conformational states. Interestingly, significant dynamic changes in the b-sheet regions of LmrA (confined to the NBDs) were observed in the pre-hydrolysis (beryllium fluoride) and transition state (vanadate trapped) state. These were interpreted as the transition from a domain in fast conformational exchange in the apo state to one of intermediate exchange in the nucleotide bound state. A significant change in NBD mobility upon nucleotide binding was previously also shown with 2H ssNMR on LmrA16. By EPR it was shown that LmrA in both the vanadate and BeFx trapped states displays a significantly higher rigidity and therefore defined distances, whereas the apo state resembled a “floppy” protein with no preferred distance distribution. This concurs with data obtained from 19F ssNMR with fluorine labeled single-cysteine mutants. Here, in agreement with the EPR data, a higher label (and possibly) protein mobility was observed in the apo state displaying rather broad line widths. Upon trapping with vanadate, the line widths of the majority of fluorine-labeled mutants decreased due to an enhanced protein rigidity and a more homogenous environment of the fluorine labels. A similar observation was made when increasing the temperature that can be explained due to higher protein flexibility at increased temperatures. Solution NMR was employed to investigate the isolated soluble NBD of LmrA (Chapter 9). First 2D and 3D spectra were successfully obtained and could be utilized for a preliminary assignment of a significant fraction of residues. Additionally, binding of ATP and ADP in absence and presence of magnesium was investigated. Finally, the effects of peptides emulating the coupling helices of the full-length transporter on the soluble NBD were investigated. Strikingly, binding of one of these peptides only occurred in the presence of nucleotides (whereas the other showed no binding at all) hinting towards a tightly coupled regulation of the NBD and TMD during the substrate translocation/ATP hydrolysis cycle based on nucleotide binding.
ABCB9 is a peptide transporter belonging to the ATP-binding cassette (ABC) transporter subfamily B. Due to its high sequence identity to the transporter associated with antigen processing (TAP) the protein was named TAP-like (TAPL). The primary aim of this PhD thesis was the functional characterization of the TAPL transport complex. Despite the lack of TAPL function in the classical MHC class I pathway an involvement of TAPL in antigen presentation was still suggested. Apart from the crucial role of TAP for peptide delivery into the ER, TAP-independent translocation pathways in professional antigen presenting cells (pAPC) have been proposed, but not identified so far. Remarkably, TAPL mRNA and protein expression is strongly induced during differentiation of monocytes to immature and mature dendritic cells. This result was confirmed in the promonocytic cell line THP-1, which was used as a model system for monocyte to macrophage differentiation. By using quantitative immunofluorescence microscopy and subcellular fractionation, TAPL was detected in the lysosomal compartment co-localizing with the lysosome associated membrane protein 2 (LAMP-2) thus excluding the ER-localization formerly reported. Furthermore, by in vitro assays, a TAPL-specific and ATPdependent translocation of peptides into isolated lysosomes was demonstrated. Hence, TAPL is a candidate mediating peptide transport in alternative antigen presentation pathways in pAPCs. The presence of an extra N-terminal transmembrane domain (TMD0) lacking sequence homology to any known protein distinguishes TAPL from most other ABC transporters of its subfamily. By dissecting the TAPL translocation complex into its four putative transmembrane helices containing TMD0 and the core complex, distinct functions to the core complex and TMD0 were assigned. The core-TAPL complex composed of six predicted transmembrane helices and the nucleotide-binding domain (NBD) was expressed transiently in HeLa or stably in Raji cells. Crude membranes containing core-TAPL showed the same peptide transport activity as wt-TAPL demonstrating that the six core helices and the NBD are sufficient for peptide transport. This result also shows that the core transport complex is correctly targeted to and assembled in the membrane. Strikingly, in contrast to the wt transporter, the core complex localizes only partially to lysosomes and is mistargeted to the plasma membrane as observed by immunofluorescence microscopy and confirmed biochemically by cell surface biotinylation. Thus, a crucial role for TMD0 in proper subcellular targeting can be postulated. The vast majority of biological processes are mediated by protein complexes, hence characterization of such protein-protein-interactions is essential for understanding protein function on the cellular level. To identify interaction partners of TAPL, the transporter was isolated by tandem affinity purification. By tandem mass spectrometry the membrane proteins LAMP-1 and LAMP-2 were deciphered as specific proteins interacting with wt-TAPL. Notably, core-TAPL lacks these interactions indicating a role for TMD0 in recruiting other proteins. These results were verified for endogenous TAPL by co-immunoprecipitation. Using cells deficient in LAMP-1 and/or in LAMP-2 an escort function for the LAMP proteins was excluded. Very importantly, the physiological function of the LAMP-1and LAMP-2 interaction with TAPL is an increase in stability, since in their absence half-life of TAPL is drastically reduced.
Top-down and bottom-up approaches are the general methods used to analyse proteomic samples today, however, the bottom-up approach has been dominant in the last decade. Establishing a bottom-up method involves not only the choice of adequate instruments and the optimisation of the experimental parameters, but also choosing the right experimental conditions and sample preparation steps. LC-ESI MS/MS has widely been used in this field due to its advanced automation. The primary objective of the present study was to establish a sensitive high-throughput nLC-MALDI MS/MS method for the identification and characterisation of proteins in biological samples. The method establishment included optimisation and validation of parameters such as the capillaries in the HPLC systems, gradient slopes, column temperature, spotting frequencies or the MS and MS/MS acquisition methods. The optimisation was performed using two HPLC-systems (Agilent 1100 series and Proxeon Easy nLC system), three spotters and the 4800 MALDI-TOF/TOF analyzer. Furthermore, samples preparation protocols were modified to fit to the established nLCMALDI- TOF/TOF-platform. The potentials of this method was demonstrated by the successful analysis of complex protein samples isolated from lipid particles, pre-adipocytes/adipocytes tissues, membrane proteins and proteins pulled-down from protein-proteins interaction studies. Despite the small amount of proteins in the lipid particles or oil bodies, and the challenges encountered in studying such proteins, 41(6 novel + 14 mammal specific + 21 visceral specific) proteins were added to the already existing proteins of the secretome of human subcutaneous (pre)adipocytes and 6 novel proteins localised in the yeast lipid particles. Protein-protein interaction studies present another area of application. Here the analytical challenges are mostly due to the loss of binding partner upon sample clean-up and to differentiate from non-specific background. Novel interaction partners for AF4•MLL and AF4 protein complex were identified. Furthermore, a novel sample protocol for the analysis of membrane proteins, based on the less specific protease, elastase, was established. Compared to trypsin, a higher sequence coverage and higher coverage of the transmembrane domains were achieved. The use of this enzyme in proteomics has been limited because of its non specific cleavage. However, from the results obtained in these studies, elastase was found to cleave preferentially at the C-terminal site of the amino acids AVLIST. The advantage of the established protocol over conventional protocols is that the same enzyme can be used for shaving of the soluble dormains of intact proteins in membranes and the digestion of the hydrophobic domain after solubilisation. Furthermore, the solvents used are compatible with the nLC-MALDI method setup. In addition, it was also shown that for less specific enzymes, a higher mass accuracy is required to reduce the rate of false positive identifications, since current search engines are not perfectly adapted for these types of enzymes. A brief statistical analysis of the MS/MS data obtained from the LC-MALDI TOF/TOF system showed that for less specific enzymes, under high-energy collision conditions, approximately 43 % of the fragment ions could not be matched to the known y- b type ions and their resultant internal fragments. This limitation greatly influenced the search results. However, this limitation can be overcome by modifying the N-terminal amino acids with basic moieties such as TMT. The use of elastase as a digestion enzyme in proteomic workflow further increased the complexity of the sample. Therefore, orthogonal multidimensional separation was necessary. Offgel-IEF was used as the separation technique for the first dimension. Here peptides are separated according to the pI. However, the acquired samples could not be loaded to the nLC due to the high viscosity of the concentrated samples when using the standard protocol. In order to achieve compatibility of the Offgel-IEF to the nLC-MALDI-TOF/TOF-platform, the separation protocol of the Offgel-IEF was modified by omitting the glycerol, which was the cause of the viscous solution. The novel glycerol free protocol is advantageous over the conventional method because the samples could directly be picked-up and loaded onto the pre-column without resulting in an increase in back pressure or a subsequent pre-column clogging. The glycerol free protocol was then assessed using purple membrane and membrane fraction of C. glutamicum. The results obtained were comparable to those applied in published reports. Therefore, the absence of glycerol did not affect the separation efficiency of the Offgel-IEF. In addition the applicability of elastase and the glycerol free Offgel-IEF for quantitation of membrane proteins was assessed. Most of the unique peptides identified were in the acidic region and 85 % were focused only into one fraction and approximately 95 % in only two fractions. These results are in accordance with previously published results (Lengqvist et al., 2007). When compared with theoretical digests of the proteins identified in this study, it can be concluded that basic moiety (TMT) on the peptide backbone, did not affect the separation efficiency of the Offgel-IEF. In an applied study, changes in the protein content of yeast strain grown in two different media were relatively quantified. For example, prominent proteins, such as the hexose tranporter proteins responsible for transporting glucose accross the membrane, were successfully quantified. Last but not least, the nLC-MALDI-TOF/TOF platform also served as a basis for the development of a high-throughput method for the identification of protein phosphorylation. The establishment of such a method using MALDI has been challenging due to the lack of sensitive matrices, such as CHCA for non-modified peptides, which exhibit a homogenous crystallisation and thus yield stable signal intensity over a long period of time in an automated setup. The first step of this method was the establishment of a matrix/matrix mixture with better crystal morphology and higher analyte signal intensity than the matrix of choice, i.e. DHB. From MS and MS/MS measurements of standard phosphopeptides, a combination of FCCA and CHAC in a 3:1 ratio and 3 mM NH4H2PO4 facilitated high analyte signal intensities and good fragmentation behaviour. Combining a custom-packed biphasic column for the enrichment of phosphopeptides, the applicability of the matrix mixture was assessed in anautomated phosphopeptide analysis using standard phosphopeptides spiked to a 20-fold excess BSA digest. These analyses showed that this method is reproducibile and both flow throughs can be analysed. Applying the method to the analysis of 2 standard phosphoproteins, alpha/beta-casein, and a leukemia related protein, ENL, 13 phosphopeptides from both alpha/beta-Casein and 13 phosphopeptides with 6 phosphorylation sites from the ENL were identified. As a general conclusion, it can be stated that the nLC-MALDI-TOF/TOF method established here in various modifications for different analytical purposes is a robust platform for proteomic analyses.
Development of a computational method for reaction-driven de novo design of druglike compounds
(2010)
A new method for computer-based de novo design of drug candidate structures is proposed. DOGS (Design of Genuine Structures) features a ligand-based strategy to suggest new molecular structures. The quality of designed compounds is assessed by a graph kernel method measuring the distance of designed molecules to a known reference ligand. Two graph representations of molecules (molecular graph and reduced graph) are implemented to feature different levels of abstraction from the molecular structure. A fully deterministic construction procedure explicitly designed to facilitate synthesizability of proposed structures is realized: DOGS uses readily available synthesis building blocks and established reaction schemes to assemble new molecules. This approach enables the software to propose not only the final compounds, but also to give suggestions for synthesis routes to generate them at the bench. The set of synthesis schemes comprises about 83 chemical reactions. Special focus was put on ring closure reactions forming drug-like substructures. The library of building blocks consists of about 25,000 readily available synthesis building blocks. DOGS builds up new structures in a stepwise process. Each virtual synthesis step adds a fragment to the growing molecule until a stop criterion (upper threshold for molecular mass or number of synthesis steps) is fulfilled. In a theoretical evaluation, a set of ~1,800 molecules proposed by DOGS is analyzed for critical properties of de novo designed compounds. The software is able to suggest drug-like molecules (79% violate less than two of Lipinski’s ‘rule of five’). In addition, a trained classifier for drug-likeness assigns a score >0.8 to 51% of the designed molecules (with 1.0 being the top score). In addition, most of the DOGS molecules are deemed to be synthesizable by a retro-synthesis descriptor (77% of molecules score in the top 10% of the decriptor’s value range). Calculated logP(o/w) values of constructed molecules resemble a unimodal distribution centred close to the mean of logP(o/w) values calculated for the reference compounds. A structural analysis of selected designs reveals that DOGS is capable of constructing molecules reflecting the overall topological arrangement of pharmacophoric features found in the reference ligands. At the same time, the DOGS designs represent innovative compounds being structurally distinct from the references. Synthesis routes for these examples are short and seem feasible in most cases. Some reaction steps might need modification by using protecting groups to avoid unwanted side reactions. Plausible bioisosters for known privileged fragments addressing the S1 pocket of trypsin were proposed by DOGS in a case study. Three of them can be found in known trypsin inhibitors as S1-adressing side chains. The software was also tested in two prospective case studies to design bioactive compounds. DOGS was applied to design ligands for human gamma-secretase and human histamine receptor subtype 4 (hH4R). Two selected designs for gamma-secretase were readily synthesizable as suggested by the software in one-step reactions. Both compounds represent inverse modulators of the target molecule. In a second case study, a ligand candidate selected for hH4R was synthesized exactly following the three-step synthesis plan suggested by DOGS. This compound showed low activity on the target structure. The concept of DOGS is able to deliver synthesizable and bioactive compounds. Suggested synthesis plans of selected compounds were readily pursuable. DOGS can therefore serve as a valuable idea generator for the design of new pharmacological active compounds.
Biodegradation and elimination of industrial wastewater in the context of whole effluent assessment
(2010)
The focus of this thesis is on the assessment of the degradability of indirectly discharged wastewater in municipal treatment plants and on assessing indirectly discharged effluents by coupling the Zahn-Wellens test with effect-based bioassays. With this approach persistent toxicity of an indirectly discharged effluent can be detected and attributed to the respective emission source. In the first study 8 wastewater samples from different industrial sectors were analysed according to the “Whole-Effluent Assessment“ (WEA) approach developed by OSPAR. In another study this concept has been applied with 20 wastewater samples each from paper manufacturing and metal surface treating industry. In the first study generally low to moderate ecotoxic effects of wastewater samples have been determined. One textile wastewater sample was mutagenic in the Ames test and genotoxic in the umu test. The source of these effects could not be identified. After treatment in the Zahn-Wellens test the mutagenicity in the Ames test was eliminated completely while in the umu test genotoxicity could still be observed. Another wastewater sample from chemical industry was mutagenic in the Ames test. The mutagenicity with this wastewater sample was investigated by additional chemical analysis and backtracking. A nitro-aromatic compound (2-methoxy-4-nitroaniline) used for batchwise azo dye synthesis and its transformation products are the probable cause for the mutagenic effects analysed. Testing the mother liquor from dye production confirmed that this partial wastewater stream was mutagenic in the Ames test. The wasteweater samples from paper manufacturing industry of the second study were not toxic or genotoxic in the acute Daphnia test, fish egg test and umu test. In the luminescent bacteria test, moderate toxicity was observed. Wastewater of four paper mills demonstrated elevated or high algae toxicity, which was in line with the results of the Lemna test, which mostly was less sensitive than the algae test. The colouration of the wastewater samples in the visible band did not correlate with algae toxicity and thus is not considered as its primary origin. The algae toxicity in wastewater of the respective paper factory could also not be explained with the thermomechanically produced groundwood pulp (TMP) partial stream. Presumably other raw materials such as biocides might be the source of algae toxicity. In the algae test, often flat dose–response relationships and growth promotion at higher dilution factors have been observed, indicating that several effects are overlapping. The wastewater samples from the printed circuit board and electroplating industries (all indirectly discharged) were biologically pre-treated for 7 days in the Zahn–Wellens test before ecotoxicity testing. Thus, persistent toxicity could be discriminated from non-persistent toxicity caused, e.g. by ammonium or readily biodegradable compounds. With respect to the metal concentrations, all samples were not heavily polluted. The maximum conductivity of the samples was 43,700 micro S cm -1 and indicates that salts might contribute to the overall toxicity. Half of the wastewater samples proved to be biologically well treatable in the Zahn–Wellens test with COD elimination above 80%, whilst the others were insufficiently biodegraded (COD elimination 28–74%). After the pre-treatment in the Zahn–Wellens test, wastewater samples from four companies were extremely ecotoxic especially to algae. Three wastewater samples were genotoxic in the umu test. Applying the rules for salt correction to the test results following the German Wastewater Ordinance, only a small part of toxicity could be attributed to salts. In one factory, the origin of ecotoxicity has been attributed to the organosulphide dimethyldithiocarbamate (DMDTC) used as a water treatment chemical for metal precipitation. The assumption, based on rough calculation of input of the organosulphide into the wastewater, was confirmed in practice by testing its ecotoxicity at the corresponding dilution ratio after pre-treatment in the Zahn–Wellens test. The results show that bioassays are a suitable tool for assessing the ecotoxicological relevance of these complex organic mixtures. The combination of the Zahn–Wellens test followed by the performance of ecotoxicity tests turned out to be a cost-efficient suitable instrument for the evaluation of indirect dischargers and considers the requirements of the IPPC Directive.