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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.
Paleoecology is the study of organismal interactions with the environment in the geological past. Organisms are influenced in their distribution and abundance by abiotic factors such as temperature and precipitation. A change in these factors, for example by major climatic shifts, would then affect the communities of organisms. Studying this hypothesized causal link between climatic and faunal change is especially interesting for the Plio-Pleistocene of East Africa due to the fact that our own ancestors also inhabited these regions. Both the Turkana basin in Kenya and the Lake Albert region in Uganda offer unique opportunities to investigate these paleoecological issues. Their late Miocene through Pleistocene deposits provide a very good record of climatic, vegetation and faunal change in East Africa (Pickford et al. 1993, Leakey et al. 1995, 1998, McDougall & Feibel 2003, Wynn 2004). This study focuses on the mammal family Bovidae as they are good indicator of vegetation and environment (e.g. Vrba 1980, 1995, Shipman & Harris 1988, Bobe & Eck 2001, Bobe & Behrensmeyer 2004, Bobe et al. 2007). Bovidae are quite species-rich and inhabit a wide range of habitats from tropical rain forests to deserts which predicates their array of morphological adaptations (ecovariables) to these environments. Diet is the ecovariable that is most to climate and thus habitat change. Therefore, the fossil Bovidae are especially suitable for reconstructing past environments. The objective of this thesis is to test the hypothesis that, from the late Miocene through the Holocene, Africa has experienced an overall increase in aridity and concomitant pulses of habitat change. The hypothesis predicts that increasing aridity causes a likewise growth in the abundance of taxa adapted to open arid environments. In particular, an increase in bovid grazers should be observed in combination with a decrease of bovid browsers. To test this hypothesis, I examine the fossil bovid communities from each stratigraphic member of Lake Turkana (Lothagam, Kanapoi, West Turkana and Koobi Fora) and Lake Albert (Nkondo-Kaiso region) and through a taxonomic and a functional perspective reconstruct the paleoenvironments and -climates from approximately 8 to 0.6 Ma. This study is the first to use taxonomic and ecomorphological data together to reconstruct the paleoenvironments of the Turkana basin and the Nkondo-Kaiso region of Lake Albert. In a first analysis, mesowear, as introduced by Fortelius & Solounias (2000), is used to gather information about the diet of bovids. As a result of my preliminary investigations on upper vs. lower molars of recent species, the sample of fossil bovid specimens from the Turkana basin and Lake Albert were found to be unsuitable to reveal a meaningful diet reconstruction. Therefore, the bovids are assigned to diet categories based on literature. For each member of the time period from 8.0 to 0.6 Ma, I provide a detailed characterization of the bovid fauna in terms of α- and β- diversity both on tribe and diet level based on presence-absence as well as for the Turkana basin on abundance data. Statistical comparisons between the fossil bovid communities and those in modern protected areas with known vegetation and climatic conditions have yielded modern analogues for each stratigraphic member. Following that I provide paleoclimatic conditions such as assumed mean annual temperature for each member. Based on abundance of diet categories in the bovid communities, the paleoclimate of the Turkana basin was in general cooler and considerably more humid during the late Miocene to the Pleistocene than today. The mean annual temperature at Lothagam is assumed as 22.2 °C, the annual precipitation as 685 mm for 8.0 – 6.54 Ma and 4.9 – 3.4 Ma. The intervening time period is characterized by a slightly lower mean annual temperature and precipitation (20.3 °C, 583 mm). From 4.17 to 4.07 Ma Kanapoi faced 21.3 °C and 592 mm rainfall. In the eastern part of the basin the climate was warmer and more humid (3.4 – 2.68 Ma: 26.2, 961 mm; 2.68 – 1.3 Ma: 27.1 °C, 935 mm) from 3.4 to 1.3 Ma than in the preceeding eras. In the western part, the climate became warmer and more humid ~500,000 years later and was more variable than that in the eastern basin. From 2.94 to 2.52 Ma the mean annual temperature was 26.2 °C and the annual precipitation 961 mm. Between 2.34 and 1.6 Ma the climate again cooled and became drier as before 2.94 Ma. A second shift to higher temperature and precipitation occurred after 1.6 Ma (27.1 °C, 935 mm) lasted until 1.34 Ma. The results of the bovid community analyses do not support the hypothesis of increasing aridity in Eastern Africa during the late Mio- to Pleistocene. Instead, the results show that the bovid communities differed much over time and on a relatively small spatial scale. Regional paleovegetation and paleoclimate exhibit fluctuations through the studied time period at western Turkana and differences between the western and eastern part of the Turkana basin. This is indicative of a patchy habitat distribution both on temporal and spatial levels. Increased climate variability predicts an increase in landscape complexity as proposed by the ‘variability selection hypothesis’ (Potts 1998a+b). Therefore, this thesis research supports the hypothesis of increased landscape complexity on the spatial level. This study has important implications for future research. First, an analysis based on ecovariable characteristics such as diet may be preferred to a taxonomic analysis. Second, abundance data should be used for an ecovariable analysis because the results then provide more precise information on the paleovegetation and –climate than just the presence of these adaptations in the faunal community. Lastly, as this study is based on one mammal family, further studies on other mammal groups should be conducted to increase the database of exploited resource by the entire faunal community. Most significantly this study provides a basis for new interpretations of faunal community distributions. It also raises the question whether small scale spatial community variability is also to be expected at other fossil sites. If so then this methodology has important implications for reconstructions of paleovegetation and paleoclimate.
Iron uptake is an essential process in all Gram-negative bacteria including cyanobacteria and therefore different transport systems evolved during evolution. In cyanobacteria, however, the iron demand is higher than in proteobacteria due to the function of iron as cofactor in e.g. photosynthesis and nitrogen fixation. Most of the transport systems depend on outer membrane localized TonB-dependent transporters (TBDTs), a periplasma-facing TonB protein and a plasma membrane localized machinery (ExbBD). So far, iron chelators (siderophores), oligosaccharides and polypeptides have been identified as substrates of TBDTs. However, in proteobacteria TonB-dependent outer membrane transporter represent a well-explored subject whereas for cyanobacteria almost nothing is known about possible TonB-dependent uptake systems for iron or other substrates. The heterocyst-forming filamentous cyanobacterium Anabaena sp. PCC 7120 is known to secrete the siderophore schizokinen, but its transport system has remained unidentified. For Anabaena sp. PCC 7120 22 genes were identified as putative TBDTs covering almost all known TBDT subclasses. This is a high number of TBDTs compared to other cyanobacteria. The expression of the 22 putative TBDTs individually depends on the presence of iron, copper or nitrogen. The atypical dependence of TBDT gene expression on different nutrition points to a yet unknown regulatory mechanism. In addition, the hypothesis of the absence of TonB in Anabaena sp. PCC 7120 was clarified by the identification of an according sequence, all5036. Inspection of the genome of Anabaena sp. PCC 7120 shows that only one gene encoding a putative TonB-dependent iron transporter, namely alr0397, is positioned close to genes encoding enzymes involved in the biosynthesis of a hydroxamate siderophore. The expression of alr0397 was elevated under iron-limited conditions. Inactivation of this gene caused a moderate phenotype of iron starvation in the mutant cells. The characterization of the mutant strain showed that Alr0397 is a TonB-dependent schizokinen transporter (SchT) of the outer membrane and that alr0397 expression and schizokinen production are regulated by the iron homeostasis of the cell. Additional two genes of Anabaena sp. PCC 7120 involved in this process were identified. SchE encoded by all4025 is a putative cytoplasmic membrane-localized transporter involved in TolC-dependent siderophore secretion. The mutation of schE resulted in an enhanced sensitivity to high metal concentrations and in drastically reduction of secretion of hydroxamate-type siderophores. IacT coded by all4026 is a predicted outer membrane-localized TonB-dependent iron transporter. Inactivation of iacT resulted in reduced sensitivity to elevated iron and copper levels, whereas decoupling the expression from putative regulation by exchange of the promoter resulted in sensitization against tested metals. Further analysis showed that iron and copper effects are synergistic because decrease of iron induced a significant decrease of copper levels in the iacT insertion mutant but an increase of those levels in Anabaena sp. PCC 7120 where expression of all4026 is under the trc-promoter. In consequence, the results unravel a link between iron and copper homeostasis.