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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 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.
The eukaryotic glyoxalase system consists of two enzymatic components, glyoxalase I (lactoylglutathionelyase) and glyoxalase II (hydroxyacylglutathione hydrolase). These enzymes are dedicated to the removal of toxic alpha-oxoaldehydes like methylglyoxal (MG). MG is formed as a by-product of glycolysis and MG toxicity results from its damaging capability leading to modifications of proteins, lipids and nucleic acids. An efficient removal of MG appears to be essential to ensure cellular functionality and viability. Here we study the effects of the genetic modulation of genes encoding the components of the glyoxalase system in the filamentous ascomycete and aging model Podospora anserina. Overexpression of PaGlo1 leads to a lifespan reduction on glucose rich medium, probably due to depletion of reduced glutathione. Deletion of PaGlo1 leads to hypersensitivity against MG added to the growth medium. A beneficial effect on lifespan is observed when both PaGlo1 and PaGlo2 are overexpressed and the corresponding strains are grown on media containing increased glucose concentrations. Notably, the double mutant has a ‘healthy’ phenotype without physiological impairments. Moreover, PaGlo1/PaGlo2_OEx strains are not long-lived on media containing standard glucose concentrations suggesting a tight correlation between the efficiency and capacity to remove MG within the cell, the level of available glucose and lifespan. Overall, our results identify the up-regulation of both components of the glyoxalase system as an effective intervention to increase lifespan in P. anserina. Key words: Podospora anserina, aging, lifespan, glycation, glucose, methylglyoxal, advanced glycation end products
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.
The power to dissociate : molecular function of the twin-ATPase ABCE1 in archaeal ribosome recycling
(2010)
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. ...
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.
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.