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Poster presentation at 5th German Conference on Cheminformatics: 23. CIC-Workshop Goslar, Germany. 8-10 November 2009 Protein kinases are important targets for drug development. The almost identical protein folding of kinases and the common co-substrate ATP leads to the problem of inhibitor selectivity. Type II inhibitors, targeting the inactive conformation of kinases, occupy a hydrophobic pocket with less conserved surrounding amino acids. Human polo-like kinase 1 (Plk1) represents a promising target for approaches to identify new therapeutic agents. Plk1 belongs to a family of highly conserved serine/threonine kinases, and is a key player in mitosis, where it modulates the spindle checkpoint at metaphase/anaphase transition. Plk1 is over-expressed in all today analyzed human tumors of different origin and serves as a negative prognostic marker in cancer patients. The newly identified inhibitor, SBE13, a vanillin derivative, targets Plk1 in its inactive conformation. This leads to selectivity within the Plk family and towards Aurora A. This selectivity can be explained by docking studies of SBE13 into the binding pocket of homology models of Plk1, Plk2 and Plk3 in their inactive conformation. SBE13 showed anti-proliferative effects in cancer cell lines of different origins with EC50 values between 5 microM and 39 microM and induced apoptosis. Increasing concentrations of SBE13 result in increasing amounts of cells in G2/M phase 13 hours after double thymidin block of HeLa cells. The kinase activity of Plk1 was inhibited with an IC50 of 200 pM. Taken together, we could show that carefully designed structure-based virtual screening is well-suited to identify selective type II kinase inhibitors targeting Plk1 as potential anti-cancer therapeutics.
Methanogenic archaea are a group of strictly anaerobic microorganisms characterized by their strict dependence on the process of methanogenesis for energy conservation. Among the archaea, they are also the only known group synthesizing proteins containing selenocysteine or pyrrolysine. All but one of the known archaeal pyrrolysine-containing and all but two of the confirmed archaeal selenocysteine-containing protein are involved in methanogenesis. Synthesis of these proteins proceeds through suppression of translational stop codons but otherwise the two systems are fundamentally different. This paper highlights these differences and summarizes the recent developments in selenocysteine- and pyrrolysine-related research on archaea and aims to put this knowledge into the context of their unique energy metabolism.
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. ...
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 Nep1 (Emg1) SPOUT-class methyltransferase is an essential ribosome assembly factor and the human Bowen–Conradi syndrome (BCS) is caused by a specific Nep1D86G mutation. We recently showed in vitro that Methanocaldococcus jannaschii Nep1 is a sequence-specific pseudouridine-N1-methyltransferase. Here, we show that in yeast the in vivo target site for Nep1-catalyzed methylation is located within loop 35 of the 18S rRNA that contains the unique hypermodification of U1191 to 1-methyl-3-(3-amino-3-carboxypropyl)-pseudouri-dine (m1acp3Psi). Specific 14C-methionine labelling of 18S rRNA in yeast mutants showed that Nep1 is not required for acp-modification but suggested a function in Psi1191 methylation. ESI MS analysis of acp-modified Psi-nucleosides in a DeltaNep1-mutant showed that Nep1 catalyzes the Psi1191 methylation in vivo. Remarkably, the restored growth of a nep1-1ts mutant upon addition of S-adenosylmethionine was even observed after preventing U1191 methylation in a deltasnr35 mutant. This strongly suggests a dual Nep1 function, as Psi1191-methyltransferase and ribosome assembly factor. Interestingly, the Nep1 methyltransferase activity is not affected upon introduction of the BCS mutation. Instead, the mutated protein shows enhanced dimerization propensity and increased affinity for its RNA-target in vitro. Furthermore, the BCS mutation prevents nucleolar accumulation of Nep1, which could be the reason for reduced growth in yeast and the Bowen-Conradi syndrome.
The estimation model PhytoCalc allows a non-destructive quantification of dry weight and nutrient pools of understorey plants in forests by using the relationship between species biomass, cover and mean shoot length. The model has been validated with independent samples in several German forest types and can be a useful tool in forest monitoring. However, in open areas within forests (e.g. clearcuts), the current model version underestimates biomass and produces unreliable nutrient pool estimations. Thus, tissue density, as approximated by leaf dry matter content (LDMC), is systematically higher under high light compared to low light conditions. We demonstrate that the ratio of LDMC under clearcut conditions to LDMC under forest conditions can be used to adjust the PhytoCalc model to clearcut conditions. We investigated the LDMC ratio of five exemplary species commonly occurring on clearcuts. Integrating the square of the ratio as a correction factor improved estimates of biomass to more than 70% fit between observations and predictions. Results also suggest this ratio can be used to correct nutrient concentrations modelled in PhytoCalc, which tend to be overestimated in clearcuts. As morphological groups of plant species exhibit significantly different ratios, we advise using group-specific correction factors for clearcut adjustments in the future.
The physical and functional borders of transit peptide-like sequences in secondary endosymbionts
(2010)
Background: Plastids rely on protein supply by their host cells. In plastids surrounded by two membranes (primary plastids) targeting of these proteins is facilitated by an N-terminal targeting signal, the transit peptide. In secondary plastids (surrounded by three or four membranes), transit peptide-like regions are an essential part of a bipartite topogenic signal sequence (BTS), and generally found adjacent to a N-terminally located signal peptide of the plastid pre-proteins. As in primary plastids, for which no wealth of functional information about transit peptide features exists, the transit peptide-like regions used for import into secondary ones show some common features only, which are also poorly characterised. Results: We modified the BTS (in the transit peptide-like region) of the plastid precursor fucoxanthin-chlorophyll a/c binding protein D (FcpD) fused to GFP as model substrate for the characterisation of pre-protein import into the secondary plastids of diatoms. Thereby we show that (i) pre-protein import is highly charge dependent. Positive net charge is necessary for transport across the plastid envelope, but not across the periplastid membrane. Acidic net charge perturbs pre-protein import within the ER. Moreover, we show that (ii) the mature domain of the pre-protein can provide intrinsic transit peptide functions. Conclusions: Our results indicate important characteristics of targeting signals of proteins imported into secondary plastids surrounded by four membranes. In addition, we show a self-targeting mechanism, in which the mature protein domain contributes to the transit peptide function. Thus, this phenomenon lowers the demand for pre-sequences evolved during the course of endosymbiosis.
The power to dissociate : molecular function of the twin-ATPase ABCE1 in archaeal ribosome recycling
(2010)
Nep1 (Emg1) is a highly conserved nucleolar protein with an essential function in ribosome biogenesis. A mutation in the human Nep1 homolog causes Bowen–Conradi syndrome—a severe developmental disorder. Structures of Nep1 revealed a dimer with a fold similar to the SPOUT-class of RNA-methyltransferases suggesting that Nep1 acts as a methyltransferase in ribosome biogenesis. The target for this putative methyltransferase activity has not been identified yet. We characterized the RNA-binding specificity of Methanocaldococcus jannaschii Nep1 by fluorescence- and NMR-spectroscopy as well as by yeast three-hybrid screening. Nep1 binds with high affinity to short RNA oligonucleotides corresponding to nt 910–921 of M. jannaschii 16S rRNA through a highly conserved basic surface cleft along the dimer interface. Nep1 only methylates RNAs containing a pseudouridine at a position corresponding to a previously identified hypermodified N1-methyl-N3-(3-amino-3-carboxypropyl) pseudouridine (m1acp3-Psi) in eukaryotic 18S rRNAs. Analysis of the methylated nucleoside by MALDI-mass spectrometry, HPLC and NMR shows that the methyl group is transferred to the N1 of the pseudouridine. Thus, Nep1 is the first identified example of an N1-specific pseudouridine methyltransferase. This enzymatic activity is also conserved in human Nep1 suggesting that Nep1 is the methyltransferase in the biosynthesis of m1acp3-Psi in eukaryotic 18S rRNAs.
Fuer die schlechte Prognose von Glioblastompatienten mit einer ueberlebenszeit von 9-15 Monaten (Norden and Wen, 2006) ist vor allem die hohe Invasivitaet dieser Tumore verantwortlich. Nach operativer Entfernung des Haupttumors entstehen aus den verbleibenden invadierten Zellen sekundaere Tumore, die sich mitunter ueber weite Bereiche des Hirns verteilen. Des Weitern sind die hochinvasiven Tumorzellen oft resistent gegen Chemo- und Strahlentherapie (Drappatz et al., 2009; Lefranc et al., 2005). In Maustumormodellen und Pateinten konnte zudem gezeigt werden, dass die neuartige antiangiogenetische Therapie zwar das Tumorwachstum verringert, jedoch die Invasivitaet stark erhoeht. (Norden et al., 2008; Ebos et al., 2009; Paez-Ribes et al., 2009). Ueber die Mechanismen die diese hohen Invasivitaet induzieren, ist bislang nur sehr wenig bekannt. Die durch Reduktion von Blutgefaessen steigende Hypoxie des Tumors foerdert die Expression von Matrix-Metalloproteinasen (MMPs). Dies fuehrt zum Abbau der extrazelluaeren Matrix des umgebenden gesunden Gewebes und beguenstigt dadurch die Tumorzellinvasion (Indelicato et al., 2010; Miyazaki et al., 2008; Shyu et al., 2007). Die Umformung des Aktinzytoskeletts und damit die Mobilitaet von Zellen wird vorwiegend durch ein akkurates Zusammenspeil der Rho GTPasen Rac, Rho und Cdc42, kontrolliert (Ridley et al., 2003). Fuer die Organisation von Axonen im Nervensystem und fuer die Blut- und Lymphgefaessbildung wurde gezeigt, dass die Interaktion der Eph-Rezeptortyrosinkinasen und Ihrer Ephrin-Liganden Signalwege induziert, die in die Regulation dieses Zusammenspiels involviert sind (Egea and Klein, 2007; Makinen et al., 2005; Palmer et al., 2002; Sawamiphak et al., 2010). Des Weiteren zeigt die Analyse der Genloci von Eph-Rezeptoren und Ephrinen in verschieden Hirntumoren eine gehaeufte Deletionen des Ephrin-B2-Gens. Die Quantifizierung von Ephrin-B2 mRNA in diesen Tumoren hat ausserdem ergeben, dass mit zunehmender Malignitaet die Expression von Ephrin-B2 sinkt. Aus diesen Gruenden wurden die Untersuchungen in dieser Arbeit auf die Rolle von Ephrin-B2 anhaengigen Signalwegen in der Glioblastomzellinvasion konzentriert. In einem modifiziertem Boyden-Chamber-Assay konnte gezeigt werden, dass das Ephrin-B2 induzierte EphB4 forward signaling und EphB4 induzierte Ephrin-B2 reverse signaling die Invasivitaet der human Glioblastomzelllinien LN-229, G55 und SNB-19 reduziert. In einem Maustumormodel konnte weiterhin gezeigt werden, dass Ephrin-B2 Knock-Out (KO) Astrozytomzellen, im Vergleich zu Wild-Typ (WT) Zellen, Tumore mit einem groesseren Volumen und einer erhoehten Invasivitaet bilden. Da die Expressionslevel fuer die Ephrin-B2 bindenden Rezeptoren EphA4, EphB1 EphB3 und EphB6 auch im adulten Hirn hoch sind (Hafner et al., 2004), weisen diese in vitro und in vivo Ergebnisse auf eine Tumorsupressorfunktion von Ephrin-B2 hin, die durch repulsive Effekte des Ephrin-B2 reverse signaling vermittelte werden koennten. Dies geht mit Erkenntnissen ueber kolorektale Tumore einher (Batlle et al., 2005). Die in einem Sphaeroid-Invasionsassay mit einer EphB-Rezeptoren freien Umgebung beobachtete verminderte Invasion von Ephrin-B2 WT deutet auf eine zusaetzliche invasionsblockierende Rolle der Ephrin-B2-Eph-Rezeptor Interaktion zwischen benachbarten Tumorzellen hin, wie sie auch in Brusttumoren gefunden wurde (Noren et al., 2006). Es scheint als sei Tumorprogression und Invasion erst moeglich, nachdem die Expression von Ephrin-B2 vermindert wurde. Es konnte weiterhin gezeigt werden, dass in hypoxischen Glioblastomzellen die Ephrin-B2 Expression durch die direkte Bindung des den Transkriptionsfaktors ZEB2 an den Ephrin-B2 Promoter reprimiert wird. In einem Weiteren Maustumormodel konnte gezeigt werden, dass die Blockierung der ZEB2 Expression mittels shRNA und die damit einhergehenden Inhibition der hypoxie induzierten Ephrin-B2 Repression das Wachstum und die Invasivitaet von Glioblastomen verringert. Zusaetzlich wurde gezeigt, dass der Verlust von ZEB2 ausreicht, die durch antiangiogenetische Therapie induzierte stark erhoehte Invasivitaet zu vermeiden. Die in dieser Arbeit gewonnen Erkenntnisse fuehren zu folgendem Modelmechanismus. In kleinen normoxischen Tumoren koennen repulsive Effekte des Ephrin-B2 reverse signalings und EphB forward signalings zwischen Tumorzellen und Zellen des umgebenden Gewebes die Ausbreitung und Invasion des Tumors unterdruecken. Zusaetzlich koennte das Ephrin-B2 induzierte EphB forward signaling zwischen benachbarten Tumorzellen die Mobilitaet der Tumorzellen wie in Brusttumoren inhibieren. Beim Erreichen einer bestimmten Tumorgroesse tritt Hypoxie auf, wodurch HIF-1alpha stabilisiert wird. Dies fuehrt dann zur ZEB2 Expression und leitet die Repression von Ephrin-B2 ein, was wiederum zur erhoehten Tumorzellemobilitaet und im Zusammenspiel mit MMPs zu Invasion fuehren kann. Gleichzeitig werden durch den HIF-induzierten VEGF-Gradienten neue Blutgefaesse rekrutiert. Damit wird der hypoxie-induzierten Invasivitaet entgegengewirkt. Wird mittels antiangiogenetischer Behandlung versucht Tumorprogression entgegenzuwirken, resultiert daraus eine erneut gesteigerte Hypoxie, die dann durch die ZEB2 vermittelte Repression von Ephrin-B2 wieder eine erhoehte Invasivitaet induzieren kann. Das Blockieren der ZEB2 Expression kann dieser durch antiangiogenetischen Behandlung induzierten Invasivitaet entgegenwirken.