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GPCRs and ligand-gated ion channels mediate a great variety of physiological effects within the human brain and periphery. The search for selective ligands at these target sites as pharmacological tools or new drug candidates is of great interest. With increasing knowledge of the great diversity of some receptor families, compounds formerly considered to be selective, turned out to be non-selective with regard to recently identified subtypes, splice variants or additional receptor subunits. This work provides SAR studies by means of radioligand binding experiments at serotonergic h5-HT3A and h5-HT4(b) receptors, histamine hH1 receptors and muscarinic hM1-5 receptors. ...
The experience of pain is mediated by a specialized sensory system, the nociceptive system. There is considerable evidence that the cGMP/cGMP kinase I (cGKI) signaling pathway modulates the nociceptive processing within the spinal cord. However, downstream targets of cGKI in this context have not been identified to date. In this study we investigated whether cysteine-rich protein 2 (CRP2) is a downstream effector of cGKI in the spinal cord and is involved in nociceptive processing. Immunohistochemistry of the mouse spinal cord revealed that CRP2 is expressed in superficial laminae of the dorsal horn. CRP2 is colocalized with cGKI and with markers of primary afferent C fibers. Importantly, the majority of CRP2 mRNA-positive dorsal root ganglion (DRG) neurons express cGKI and CRP2 is phosphorylated in a cGMP-dependent manner. To elucidate the functional role of CRP2 in nociception, we investigated the nociceptive behavior of CRP2-deficient (CRP2-/-) mice. Touch perception and acute thermal nociception were unaltered in CRP2-/- mice. However, CRP2-/- mice showed an increased nociceptive behavior in models of persistent pain as compared to wild type mice. Intrathecal administration of cGKI activating cGMP analogs increased the nociceptive behavior in wild type but not in CRP2-/- mice, indicating that the presence of CRP2 was essential for cGMP/cGKI-mediated nociception. These data indicate that CRP2 is a new downstream effector of cGKI-mediated spinal nociceptive processing and point to an inhibitory role of CRP2 in the generation of inflammatory pain.
The goal of this thesis was to gain further insight into the binding behavior of ligands in the heptahelical domain (HD) of group I metabotropic glutamate receptors (mGluRs). This was realized by the establishment of strategies for the detection and optimization of molecules acting as non-competitive antagonists of group I mGluRs (mGluR1/5). These strategies should guarantee high diversity in the retrieved chemotypes of the detected compounds not resembling original reference molecules (“scaffold-hopping”). The detection of new scaffolds, in turn, was divided into two approaches: First the development of pharmacological assays to screen compounds at a certain target for bioactivity (here: affinity towards the allosteric recognition site of mGluR1 and mGluR5), and second the evaluation of computer assisted methods for the identification of virtual hits to be screened afterwards on the pharmacological assays established before. Promising molecules should be optimized with respect to activity/affinity and selectivity, their binding mode investigated and, finally, compared to existing lead compounds. Initially, membrane based binding assays for the HD of mGlu1 and mGlu5 receptors with enhanced throughput (shifting from 24-well plates to 96-well plates) were set up. For the mGluR1 assay the potent antagonist EMQMCM exhibited high affinity towards the binding site (Ki ~3nM), which is in accordance with published data from Mabire et al. (functional IC50 3nM). For mGluR5 the reference antagonist MPEP binds with high affinity to the receptor (binding IC50 13.8nM), which confirmed earlier findings from Anderson et al. (binding IC50 15nM). In another series of experiments the properties of rat cerebellar (mGluR1) and corticalmembranes (mGluR5) as well as of radiotracers were investigated by means of binding saturation studies and kinetic experiments. Furthermore, the influence of the solvent DMSO, necessary for compound screening of lipophilic substances, on positive and negative controls was evaluated. As the precise architecture of the HD of mGluR1 is still not known our efforts in identifying new ligands for this receptor focused on the ligand-based approach. All computer assisted methods that were applied to virtually screen large compound collections and to retrieve potential hits (“activity-enriched subsets”) acting at the heptahelical domain of mGluR1 relied on the existence of a valid dataset of reference molecules. This was realized by an initial compilation of a mGluR reference data collection comprising in total 357 entries predominantly negative but also some positive allosteric modulators for mGluR1 and mGluR5. In the next step a pharmacophore model for non-competitive mGluR1 antagonists was constructed. It was based upon six selective, potent and structurally diverse ligands. Prospective virtual screening was performed using the CATS atom-pair descriptor. The Asinex Gold-Collection was screened for each seed compound and some of the most similar compounds (according to the CATS descriptor) were ordered and tested forbinding affinity and functional activity at mGluR1. A high hit rate of approximately 26% (IC50 < 15 micro M) was yielded confirming the applicability of this method. One compound exerted functional activity below one micro molar (IC50-value of C-07:362nM ± 0.03). Moreover, non-linear principal component analysis was employed. Again the Asinex vendor database served as test database and was filtered by the pharmacophore model for mGluR1 established before. Test molecules that were adjacently located with mGluR1 antagonist references were selected. 15 compounds were tested on mGluR1 in binding and functional assays and three of them exhibited functional activity (IC50) below 15 micro M. The most potent molecule P-06 revealed an IC50-value of 1.11 micro M (± 0.41). The COBRA database comprising 5,376 structurally diverse bioactive molecules affecting various targets was encoded with the CATS descriptor and used for training two selforganizing maps (SOM). The encoded mGluR reference data collection was projected onto this map according to the SOM algorithm. This projection allowed to clearly distinguish between antagonists of mGluR1 and mGluR5 subtype. 28 compounds were ordered and tested on activity and affinity for mGluR1. They exhibited functional activity down to the sub-micro molar range (IC50-value of S-08: 744nM ± 0.29) yielding a final hit rate of 46% (<15 micro M). Then, the Asinex collection was screened using the SOM approach. For a predicted target panel including the muscarinic mACh (M1) receptor, the histamine H1-receptor and the dopamine D2/D3 receptors, the tested mGluR ligands exhibited the calculated binding pattern. This virtual screening concept might provide a basis for early recognition of potential sideeffects in lead discovery. We superimposed a set of 39 quinoline derivatives as non-competitive mGluR1 antagonists that were recently published by Mabire and co-workers. A CoMFA model (QSAR) was established and the influence of several side chains on functional activity was investigated. The coumarine derivative C-07 was obtained as a result of similarity searching. Starting from this compound a series of chemical derivatives was synthesized. This led to the discovery of potent (B-28, IC50: 58nM ± 0.008; Ki: 293nM ± 0.022) and selective (rmGluR5 IC50: 28.6 micro M) mGluR1 antagonists. From a homology model of mGluR1 we derived a potential binding mode for coumarines within the allosteric transmembrane region. Potential interacting patterns with amino acids were proposed considering the difference of the binding pockets between rat and human receptors. The proposed binding modes for quinolines (here:EMQMCM) and coumarines (here:B-04) were compared and discussed considering in particular the influence on activity of several side chains of quinolines obtained from the QSAR studies. The present studies demonstrated the applicability of ligand-based virtual screening for non-competitive antagonists of a G-protein coupled receptor, resulting in novel, potent and selective agents.
The development of a drug product, beginning with the synthesis of the drug substance through approval for marketing, may take up to 15 years and a total amount of investment of up to half a billion Euro. After the discovery of a potential drug substance, many different investigations have to be performed: e.g. characterization of the physical-chemical properties, the pharmacological and toxicological profile and, especially relevant for this work, the development of the first dosage forms. After achieving these steps, first investigations in human studies can be carried out. After a positive assessment of the benefit to risk ratio, further investigations, such as food effects on the pharmacokinetics, multiple dosing studies and further studies on patients can be implemented. After successfully completing this second part the new drug product can be approved. With broader clinical experience it often becomes apparent that changes in relevant aspects of the formulation of the registered drug product e.g. excipients, concentration of the drug substance or excipient versus drug substance ratio, are necessary to optimise the therapy. This often leads to additional clinical investigations and a new registration, a procedure which is time and cost intensive. A possible way to reduce the financial and time investments, is to establish an appropriate in vivo- in vitro correlation (IVIVC). If it is possible to predict the in vivo performance of a drug product adequately with in vitro methods (dissolutions tests), it will no longer be necessary to perform additional clinical investigations. In this work, IVIVCs were investigated for three different drug substances and several different types of formulations.... ...Results of this work clearly show that successful IVIVCs can be achieved for the fasted state using biorelevant dissolution media. A prerequisite of achieving a good IVIVC is the availability of in vivo data of a reference product (i.v., oral solution or IR) tested within the same group of volunteers as the product of interest. Only with this procedure, one can obtain adequate IVIVCs for drug substances with high inter-individual variability of the plasma concentrations and with high first-pass metabolism. This work also shows that predictions of the in vivo behavior of a modified release dosage form after administration with a high fat meal are more difficult to obtain. This is mainly related to an absence of a medium, which could mimic the situation of the fed stomach adequately. Ensure plus®, which was chosen in this work, failed to simulate the fed stomach adequately in several cases; it suppressed the release of rosiglitazone from lipid formulations and led to rapid disruption of the HPMC-matrix of the 5-ISMN Geomatrix formulations. Future work should be directed towards optimization of the test media in the BioDis apparatus. This work clearly shows the inability of Ensure plus® to predict the in vivo performance of a drug under fed state conditions and indicates that alternative media must be developed. It is known that the pH of the stomach rises up to six after the intake of a meal. During the following hours the pH decreases until reaching the baseline value of approximately 1.8. One possibility of simulating the fed state stomach more precisely will be to divide the overall residence time into 4 different parts: 1. half a hour at pH 6 2. half a hour at pH 4 3. one hour at pH 3 4. two hours at pH 1.8 Another option is not only to modify the pH of the medium, but also to change its composition. During the decomposition of the food contents, the composition of the gastric juice changes, the ionic strength, the buffer capacity and the osmolarity rises, while the pH value decreases. A third possibility will be the addition of enzymes, mainly pepsin, lipases and amylases. Again, the quantity of the enzymes differs during the residence time of the food in the stomach. Highest quantities are expected in the first two hours after food intake and decreases in the remaining two hours. Another issue of this work was an assessment of the two dissolution apparatus, Paddle and BioDis. In general, the choice of the dissolution apparatus should be done primarily with respect to the solubility behavior of the drug substance. For high soluble drugs the USP apparatus II, Paddle, is sufficient (e.g. diltiazem or 5-ISMN). In cases of a poorly soluble drug (rosiglitazone), where the release strongly depends on the medium used, the USP apparatus III (BioDis) is favored, due to the advantage of simulating the GI-tract with a gradient of different dissolution media, each simulating one part of the GI-tract. In summary, the results of this work indicate that it is acurrently possible to predict fasted state behavior of a variety of controlled release products using in vitro tests. Prognoses was also made in terms of predicting food effects on the behavior of controlled release products, although it is clear that the media compositions will have to be revised to establish releiable predictive methods for the fed state.
G protein-coupled receptors (GPCRs) comprise the largest membrane protein family and play an essential role in signal transduction through the cell membrane. They are currently the targets of approximately 50 % of the pharmaceuticals on the market (Klabunde and Hessler, 2002). However, only one high-resolution GPCR structure has been determined up to now, that of bovine rhodopsin (Palczewski et al., 2000). The GPCR activation and regulation mechanisms are still unknown and other GPCR structures are thus required. MePNet (Membrane Protein Network) was a European consortium dedicated to structural studies of GPCRs. The approach was to produce 100 GPCRs in three expression systems (Escherichia coli, Pichia pastoris and Semliki Forest Virus infected mammalian cells) in order to select at each step of the process (production, solubilization, purification) the constructs that fulfilled quantity and quality (functionality) requirements for crystallization trials. In our team, we screened 38 of the 100 targets in P. pastoris. For each receptor, the clone with the highest production level was identified by dot-blot. The size and homogeneity of each receptor were then analyzed by Western-blot. The human adenosine A2A receptor showed a well-defined and pronounced single band and was thus selected for further characterization. The adenosine A2A receptor is a GPCR mainly localized in the central nervous system and, as it antagonizes dopaminergic activity, it has great potential as a drug target for the treatment of Parkinson’s disease. Functional characterization by binding assays with the specific antagonist [3H]-ZM241385 demonstrated a Bmax of 56 +/- 3 pmol/mg i.e. pmol of binder per milligram of total membrane protein, and a KD of 0.40 +/- 0.02 nM. Receptor production was then improved by lowering the induction temperature, decreasing the induction time and adding DMSO to the medium. For large-scale production, fermention reached around 300 g cells (wet weight)/L culture, which provided 43 mg of functional receptor in membranes per liter of culture. Functional solubilization was achieved with dodecyl-β-D-maltoside and the soluble yield was increased to 70-80 % of the membrane content by addition of cholesteryl hemisuccinate and increasing the ionic strength. The receptor was successfully purified via Ni-NTA and monomeric avidin chromatography in the presence of the antagonist ZM241385. This strategy produced a pure, homogeneous and stable receptor preparation with functionality demonstrated by radioligand binding assays. The total receptor yield after purification was routinely around 20 % of the membrane functional receptor content and 2 g of membranes provided 4 mg of pure receptor for crystallization trials. GPCRs are very difficult targets for crystallization, and co-crystallization with antibody fragments has been shown to be a successful method for crystallization of membrane proteins. In order to develop such a tool for the adenosine A2A receptor, a single-chain Fv (scFv) fragment specific to the purified receptor was selected by phage display. The receptor was functionally immobilized on the surface of streptavidin beads and after two rounds of selection, 6 different phages were identified several times. After production in E. coli and purification via Ni-NTA affinity chromatography, 4 out of the 6 scFv fragments were sufficiently enriched to be tested by ELISA. For the ELISA, the receptor was functionally immobilized via the biotinylation domain of the construct in a 96-well streptavidin-coated plate. The antibody fragments binding to the receptor were identified based on interaction with HRP-conjugated protein L. One scFv fragment gave a positive ELISA signal 10 fold above background and titration of the scFv fragment binding to the receptor was specific and saturable. However no complex of scFv fragment and receptor was observed on gel filtration. In order to have a more sensitive detection method, the scFv fragment was labeled with fluorescein: a complex was then observed up on gel filtration but the binding appeared to be non-specific. A pull-down assay with immobilized non-labeled scFv fragment finally confirmed the specificity of the binding, but also the low affinity of the interaction. Affinity maturation of this specific scFv fragment by a random mutagenesis and selection process should improve this parameter in order to obtain an adapted tool for co-crystallization.
Objective: Establishment of an immunocompetent mouse model representing the typical progressive stages observed in malignant human gliomas for the in vivo evaluation of novel target-specific regimens.
Methods: Isolated clones from tumours that arose spontaneously in GFAP-v-src transgenic mice were used to develop a transplantable brain tumour model in syngeneic B6C3F1 mice. STAT3 protein was knocked down by infection of tumour cells with replication-defective lentivirus encoding STAT3-siRNA. Apoptosis is designed to be induced by soluble recombinant TRAIL + chemical Bcl-2/Bcl-xL inhibitors.
Results: Striatal implantation of 105 mouse tumour cells resulted in the robust development of microscopically (2 – 3 mm) infiltrating malignant gliomas. Immunohistochemically, the gliomas displayed the astroglial marker GFAP and the oncogenic form of STAT3 (Tyr-705-phosphorylated) which is found in many malignancies including gliomas. Phosphorylated STAT3 was particularly prominent in the nucleus but was also found at the plasma membrane of peripherally infiltrating glioma cells. To evaluate the role of STAT3 in tumour progression, we stably expressed siRNA against STAT3 in several murine glioma cell lines. The effect of STAT3 depletion on proliferation, invasion and survival will be first assessed in vitro and subsequently after transplantation in vivo. Upstream and downstream components of the STAT3 signalling pathway as well as possible non-specific side effects of STAT3-siRNA expression after lentiviral infection will be examined, too.
Conclusions: Its high rate of engraftment, its similarity to the malignant glioma of origin, and its rapid locally invasive growth should make this murine model useful in testing novel therapies for malignant gliomas.
The development of novel drugs targeting GPCRs is of particular interest since modulation of subfamilies of this receptor class highly influences neurotransmission in the central nervous system. This study has focused on the development of ligands for the dopamine D3 receptor. The receptor belongs to the dopamine D2-like family among the biogenic amine binding GPCRs. The dopamine D3 receptor is involved in neurological and neuropsychiatric disorders such as Parkinson’s disease, schizophrenia and drug addiction. Due to its close structural similarity to the dopamine D2 receptor subtype, it is still a challenge to identify and further optimize new leads. Therefore an in vitro screening assay, which also allows elucidating comprehensive structure-affinity relationships, is required. In this investigation the implementation and evaluation of radioligand binding assays for human dopamine D2S and dopamine D3 receptors and for the related aminergic human histamine H1 receptor stably expressed in Chinese hamster ovary (CHO) cells has been performed. Saturation binding experiments with [³H]spiperone at dopamine D2S and D3 receptors and with [³H]mepyramine at histamine H1 receptors were carried out. The determined equilibrium dissociation constant of radioligands (Kd) and the total number of specific binding sites (Bmax) of the receptor membrane preparations were in good agreement with reference data. Inhibition constants (Ki) of reference ligands obtained in radioligand competition binding experiments at dopamine hD2S, hD3 and histamine H1 receptors validated the reliability and reproducibility of the assay. In order to discriminate agonists from antagonists, a GTP shift assay has been investigated for dopamine D2S and D3 receptors. In competition binding studies at dopamine D2S receptors the high- and low affinity state in the absence of the GTP analogue Gpp(NH)p has been recognized for the agonists pramipexole and the seleno analogue 54. In the presence of Gpp(NH)p a decrease in affinity, referred to as “GTP shift”, has been revealed for agonists at dopamine D2S and D3 receptors. An effect of Gpp(NH)p on dopamine D2S receptor binding has not been observed for the antagonists ST 198 and BP 897, while a reverse “GTP shift” has been noticed at the dopamine D3 receptor. For the development of novel ligands with high affinity and selectivity for dopamine D3 receptors, investigation in refined structure-affinity relationships (SAR) of analogues of the lead BP 897 has been performed. Replacement of the naphthalen-2-carboxamide of BP 897 by aryl amide residues (1 - 4) had a clear influence on affinity binding and selectivity for dopamine D3 receptors. Introduction of the benzo[b]thiophen-2-carboxamide (1) has markedly improved binding with subnanomolar affinity and enhanced selectivity for dopamine D3 receptors. Exchanging the aryl substituted basic alkanamine residue of 1 by a 1,2,3,4-tetrahydroisoquinoline moiety (6) emphasized the benefit of the 4-(2-methoxyphenyl) piperazine residue of BP 897 regarding dopamine D2 and D3 receptor affinities. The change of particular elements of BP 897 and the rearrangement of the amide functionality resulted in inverse amide compounds with new chemical properties. Moderate affinity binding data, as obtained for the isoindol-1-carbonyl compound 11, suggest that inverse amides provide a worthwhile new lead structure with a novel structural scaffold. A hybrid approach combining privileged scaffolds of histamine H1 receptor antagonists and fragments of dopamine D3 receptor-preferring ligands, related to BP 897and analogues has been investigated. Various benzhydrylpiperazine derivatives and related structures have shown moderate to high affinities for dopamine D3 receptors with the impressive enhancement of the cinnamide substituted bamipine-related hybrid 39, exhibiting the highest affinity and selectivity for dopamine D3 receptors. Improved affinity profiles of structural modified histamine H1 receptor antagonists for dopamine D2 and D3 receptors and a refined SAR has been achieved. A SAR of derivatives of the dopamine agonist pramipexole and the related etrabamine has been studied. The propargyl substituted etrabamine derivative 61 demonstrated highest affinity and selectivity. The ligand attracts attention since neuroprotective properties have been reported for the propargyl functionality. Further development resulted in the most promising compound 64, a cinnamide derivative with 4-fluoro substitution on the phenyl ring. Subnanomolar affinity and remarkable selectivity for dopamine D3 receptors has aroused particular interest in this ligand due to its development potential as a radioligand for PET studies. Radioligand binding studies in combination with virtual screening and different classification techniques of chemoinformatic methods resulted in further elucidation of SAR. New leads with novel chemical scaffolds have been found in the bicycle[2.2.1]heptane derivative 95 and the benzhydrylidene substituted pyrrolidindione 112 and can be further optimized by chemical modifications. The outcome of the studies provides the development of various novel high affine and dopamine D3 receptor selective ligands. Modifications of lead structures or application of chemoinformatic tools in combination with radioligand competition binding assays have resulted in new leads with different chemical scaffolds. Furthermore, a comprehensive insight into structure-affinity relationships of ligands at dopamine D3 receptors has been revealed. This refined SAR is valuable to develop more affine and selective drug candidates with a designed pharmacological receptor profile.
5-LO is the key enzyme in the biosynthesis of proinflammatory leukotrienes, converting arachidonic acid to 5-HPETE, and in a second step 5-HPETE to leukotriene A4. Although the 5-LO promoter possesses characteristics of so called housekeeping genes, such as lack of TATA/CCAAT boxes and existence of several Sp1 binding sites, the 5 -LO gene is tissue specifically expressed in primarily immune competent cells of myeloid origin including granulocytes, monocytes, macrophages, mast cells and B-lymphocytes. 5-LO gene expression in MM6 and HL-60 cells is strongly induced after differentiation of the cells with TGF-beta and 1,25(OH)2D3. In some monocytic cancer cell lines, such as HL-60 TB and U937, TGF-beta and 1,25(OH)2D3 treatment are not able to activate 5-LO gene transcription. It was demonstrated, that in these cell lines the 5-LO core promoter is heavily methylated and that only demethylation by the DNA methyltransferase inhibitor 5-aza-2 deoxycytidine (Adc) upregulated the 5-LO mRNA levels. It was also shown that the histone deacetylase inhibitor TsA could induce 5-LO mRNA levels, but only in 1,25(OH)2D3/TGF-beta inducible MM6 cells. Interestingly the 1,25(OH)2D3/TGF-beta effect on 5-LO expression is reduced, when combined with TsA. Reporter gene assays revealed that 5-LO promoter activity is strongly induced after 24 h treatment with 330 nM TsA (construct N10 up to 35 fold in HeLa cells). The effect is dependent on the presence of the proximal Sp1 binding site GC4 (-53 bp to –48 bp in relation to the major TIS) in both HeLa and MM6 cells. In vitro binding of the transcription factor Sp1 to this site has been demonstrated in gel shift assays and DNase I footprints. Mutation of the binding site resulted in a loss of basal promoter activity in both 5-LO negative HeLa cells and in 5-LO positive MM6 cells, as well as in the loss of TsA inducibility. The mutational study of different Sp1 binding sites in a larger promoter context revealed the interaction or respectively the additive effect of the multiple Sp1 binding sites of the 5-LO promoter on basal as well as on TsA upregulated promoter activity. However, GC4 seems to be of special relevance for both the basal promoter activity, possibly recruiting the basal transcription machinery, as well as for the TsA induced upregulation of 5-LO promoter activity. TsA does not alter the protein expression levels of Sp1 and Sp3 as investigated in Western blot analysis, neither in HeLa nor in MM6 cells. DNA affinity purification assays revealed that TsA had no effect on the DNA affinity of Sp1 or Sp3. In vitro binding of both Sp1 and Sp3 to the 5-fold GC box, GC4 and GC5 was demonstrated by DAPA analysis, but histone deacetylase inhibition did not change the associated protein amounts. Finally, in vivo binding of Sp1 and Sp3 was investigated in chromatin immunoprecipitation assay (ChIP) in MM6 cells. TsA clearly induced the association of both proteins to the promoter area surrounding the TIS. Upon TsA treatment also RNA polymerase II binding to the area surrounding the TIS (-318 to +52 bp) was increased and even initiated in the more distal promoter parts –1049 to –292 bp, which are negatively regulated in reporter gene assays. Interestingly histone H4 is already highly acetylated without TsA treatment and the acetylation status of H4 remains unchanged after histone deacetylase inhibition, indicating an open chromatin structure of the 5-LO gene in MM6 cells. In a cotransfection study with Sp1 and Sp3, the transactivating potential of factors was investigated and in accordance with the ChIP data, Sp1 and Sp3 increased the promoter activity, but only after TsA treatment. In gel shift assays, the influence of DNA methylation on Sp1 binding was investigated. The results indicate different roles for the three proximal promoter sites. Whereas Sp1 binding to the 5-fold GC box and GC4 is impaired by DNA methylation, binding to GC5 is even increased. A cotransfection study with methylated 5-LO promoter constructs and the murine methyl-CpG binding proteins suggest MBD1 involvement in the regulation of the 5-LO promoter. Since in gel shifts Sp1 binding is inhibited by DNA methylation, at least to the 5-fold GC box and the activating element GC4, and similarly the mutation/deletion of the same sites strongly reduces or inhibits promoter activity, it is likely to assume, that the loss of promoter activity after in vitro methylation is in the first place due to impaired Sp1/Sp3 binding. Together the data underline the importance and complexity of Sp1/Sp3 binding to the GC rich sites in the regulation of 5-LO promoter activity in response to the histone deacetylase inhibitor TsA as well as in respect to DNA methylation.
The goal of this thesis was the development, evaluation and application of novel virtual screening approaches for the rational compilation of high quality pharmacological screening libraries. The criteria for a high quality were a high probability of the selected molecules to be active compared to randomly selected molecules and diversity in the retrieved chemotypes of the selected molecules to be prepared for the attrition of single lead structures. For the latter criterion the virtual screening approach had to perform “scaffold hopping”. The first molecular descriptor that was explicitly reported for that purpose was the topological pharmacophore CATS descriptor, representing a correlation vector (CV) of all pharmacophore points in a molecule. The representation is alignment-free and thus renders fast screening of large databases feasible. In a first series of experiments the CATS descriptor was conceptually extended to the three-dimensional pharmacophore-pair CATS3D descriptor and the molecular surface based SURFCATS descriptor. The scaling of the CATS3D descriptor, the combination of CATS3D with different similarity metrics and the dependence of the CATS3D descriptor on the threedimensional conformations of the molecules in the virtual screening database were evaluated in retrospective screening experiments. The “scaffold hopping” capabilities of CATS3D and SURFCATS were compared to CATS and the substructure fingerprint MACCS keys. Prospective virtual screening with CATS3D similarity searching was applied for the TAR RNA and the metabotropic glutamate receptor 5 (mGlur5). A combination of supervised and unsupervised neural networks trained on CATS3D descriptors was applied prospectively to compile a focused but still diverse library of mGluR5 modulators. In a second series of experiments the SQUID fuzzy pharmacophore model method was developed, that was aimed to provide a more general query for virtual screening than the CATS family descriptors. A prospective application of the fuzzy pharmacophore models was performed for TAR RNA ligands. In a last experiment a structure-/ligand-based pharmacophore model was developed for taspase1 based on a homology model of the enzyme. This model was applied prospectively for the screening for the first inhibitors of taspase1. The effect of different similarity metrics (Euc: Euclidean distance, Manh: Manhattan distance and Tani: Tanimoto similarity) and different scaling methods (unscaled, scaling1: scaling by the number of atoms, and scaling2: scaling by the added incidences of potential pharmacophore points of atom pairs) on CATS3D similarity searching was evaluated in retrospective virtual screening experiments. 12 target classes of the COBRA database of annotated ligands from recent scientific literature were used for that purpose. Scaling2, a new development for the CATS3D descriptor, was shown to perform best on average in combination with all three similarity metrics (enrichment factor ef (1%): Manh = 11.8 ± 4.3, Euc = 11.9 ± 4.6, Tani = 12.8 ± 5.1). The Tanimoto coefficient was found to perform best with the new scaling method. Using the other scaling methods the Manhattan distance performed best (ef (1%): unscaled: Manh = 9.6 ± 4.0, Euc = 8.1 ± 3.5, Tani = 8.3 ± 3.8; scaling1: Manh = 10.3 ± 4.1, Euc = 8.8 ± 3.6, Tani = 9.1 ± 3.8). Since CATS3D is independent of an alignment, the dependence of a “receptor relevant” conformation might also be weaker compared to other methods like docking. Using such methods might be a possibility to overcome problems like protein flexibility or the computational expensive calculation of many conformers. To test this hypothesis, co-crystal structures of 11 target classes served as queries for virtual screening of the COBRA database. Different numbers of conformations were calculated for the COBRA database. Using only a single conformation already resulted in a significant enrichment of isofunctional molecules on average (ef (1%) = 6.0 ± 6.5). This observation was also made for ligand classes with many rotatable bonds (e.g. HIV-protease: 19.3 ± 6.2 rotatable bonds in COBRA, ef (1%) = 12.2 ± 11.8). On average only an improvement from using the maximum number of conformations (on average 37 conformations / molecule) to using single conformations of 1.1 fold was found. It was found that using more conformations actives and inactives equally became more similar to the reference compounds according to the CATS3D representations. Applying the same parameters as before to calculate conformations for the crystal structure ligands resulted in an average Cartesian RMSD of the single conformations to the crystal structure conformations of 1.7 ± 0.7 Å. For the maximum number of conformations, the RMSD decreased to 1.0 ± 0.5 Å (1.8 fold improvement on average). To assess the virtual screening performance and the scaffold hopping potential of CATS3D and SURFACATS, these descriptors were compared to CATS and the MACCS keys, a fingerprint based on exact chemical substructures. Retrospective screening of ten classes of the COBRA database was performed. According to the average enrichment factors the MACCS keys performed best (ef (1%): MACCS = 17.4 ± 6.4, CATS = 14.6 ± 5.4, CATS3D = 13.9 ± 4.9, SURFCATS = 12.2 ± 5.5). The classes, where MACCS performed best, consisted of a lower average fraction of different scaffolds relative to the number of molecules (0.44 ± 0.13), than the classes, where CATS performed best (0.65 ± 0.13). CATS3D was the best performing method for only a single target class with an intermediate fraction of scaffolds (0.55). SURFCATS was not found to perform best for a single class. These results indicate that CATS and the CATS3D descriptors might be better suited to find novel scaffolds than the MACCS keys. All methods were also shown to complement each other by retrieving scaffolds that were not found by the other methods. A prospective evaluation of CATS3D similarity searching was done for metabotropic glutamate receptor 5 (mGluR5) allosteric modulators. Seven known antagonists of mGluR5 with sub-micromolar IC50 were used as reference ligands for virtual screening of the 20,000 most drug-like compounds – as predicted by an artificial neural network approach – of the Asinex vendor database (194,563 compounds). Eight of 29 virtual screening hits were found with a Ki below 50 µM in a binding assay. Most of the ligands were only moderately specific for mGluR5 (maximum of > 4.2 fold selectivity) relative to mGluR1, the most similar receptor to mGluR5. One ligand exhibited even a better Ki for mGluR1 than for mGluR5 (mGluR5: Ki > 100 µM, mGluR1: Ki = 14 µM). All hits had different scaffolds than the reference molecules. It was demonstrated that the compiled library contained molecules that were different from the reference structures – as estimated by MACCS substructure fingerprints – but were still considered isofunctional by both CATS and CATS3D pharmacophore approaches. Artificial neural networks (ANN) provide an alternative to similarity searching in virtual screening, with the advantage that they incorporate knowledge from a learning procedure. A combination of artificial neural networks for the compilation of a focused but still structurally diverse screening library was employed prospectively for mGluR5. Ensembles of neural networks were trained on CATS3D representations of the training data for the prediction of “mGluR5-likeness” and for “mGluR5/mGluR1 selectivity”, the most similar receptor to mGluR5, yielding Matthews cc between 0.88 and 0.92 as well as 0.88 and 0.91 respectively. The best 8,403 hits (the focused library: the intersection of the best hits from both prediction tasks) from virtually ranking the Enamine vendor database (ca. 1,000,000 molecules), were further analyzed by two self-organizing maps (SOMs), trained on CATS3D descriptors and on MACCS substructure fingerprints. A diverse and representative subset of the hits was obtained by selecting the most similar molecules to each SOM neuron. Binding studies of the selected compounds (16 molecules from each map) gave that three of the molecules from the CATS3D SOM and two of the molecules from the MACCS SOM showed mGluR5 binding. The best hit with a Ki of 21 µM was found in the CATS3D SOM. The selectivity of the compounds for mGluR5 over mGluR1 was low. Since the binding pockets in the two receptors are similar the general CATS3D representation might not have been appropriate for the prediction of selectivity. In both SOMs new active molecules were found in neurons that did not contain molecules from the training set, i. e. the approach was able to enter new areas of chemical space with respect to mGluR5. The combination of supervised and unsupervised neural networks and CATS3D seemed to be suited for the retrieval of dissimilar molecules with the same class of biological activity, rather than for the optimization of molecules with respect to activity or selectivity. A new virtual screening approach was developed with the SQUID (Sophisticated Quantification of Interaction Distributions) fuzzy pharmacophore method. In SQUID pairs of Gaussian probability densities are used for the construction of a CV descriptor. The Gaussians represent clusters of atoms comprising the same pharmacophoric feature within an alignment of several active reference molecules. The fuzzy representation of the molecules should enhance the performance in scaffold hopping. Pharmacophore models with different degrees of fuzziness (resolution) can be defined which might be an appropriate means to compensate for ligand and receptor flexibility. For virtual screening the 3D distribution of Gaussian densities is transformed into a two-point correlation vector representation which describes the probability density for the presence of atom-pairs, comprising defined pharmacophoric features. The fuzzy pharmacophore CV was used to rank CATS3D representations of molecules. The approach was validated by retrospective screening for cyclooxygenase 2 (COX-2) and thrombin ligands. A variety of models with different degrees of fuzziness were calculated and tested for both classes of molecules. Best performance was obtained with pharmacophore models reflecting an intermediate degree of fuzziness. Appropriately weighted fuzzy pharmacophore models performed better in retrospective screening than CATS3D similarity searching using single query molecules, for both COX-2 and thrombin (ef (1%): COX-2: SQUID = 39.2., best CATS3D result = 26.6; Thrombin: SQUID = 18.0, best CATS3D result = 16.7). The new pharmacophore method was shown to complement MOE pharmacophore models. SQUID fuzzy pharmacophore and CATS3D virtual screening were applied prospectively to retrieve novel scaffolds of RNA binding molecules, inhibiting the Tat-TAR interaction. A pharmacophore model was built up from one ligand (acetylpromazine, IC50 = 500 µM) and a fragment of another known ligand (CGP40336A), which was assumed to bind with a comparable binding mode as acetylpromazine. The fragment was flexible aligned to the TAR bound NMR conformation of acetylpromazine. Using an optimized SQUID pharmacophore model the 20,000 most druglike molecules from the SPECS database (229,658 compounds) were screened for Tat-TAR ligands. Both reference inhibitors were also applied for CATS3D similarity searching. A set of 19 molecules from the SQUID and CATS3D results was selected for experimental testing. In a fluorescence resonance energy transfer (FRET) assay the best SQUID hit showed an IC50 value of 46 µM, which represents an approximately tenfold improvement over the reference acetylpromazine. The best hit from CATS3D similarity searching showed an IC50 comparable to acetylpromazine (IC50 = 500 µM). Both hits contained different molecular scaffolds than the reference molecules. Structure-based pharmacophores provide an alternative to ligand-based approaches, with the advantage that no ligands have to be known in advance and no topological bias is introduced. The latter is e.g. favorable for hopping from peptide-like substrates to drug-like molecules. A homology model of the threonine aspartase taspase1 was calculated based on the crystal structures of a homologous isoaspartyl peptidase. Docking studies of the substrate with GOLD identified a binding mode where the cleaved bond was situated directly above the reactive N-terminal threonine. The predicted enzyme-substrate complex was used to derive a pharmacophore model for virtual screening for novel taspase1 inhibitors. 85 molecules were identified from virtual screening with the pharmacophore model as potential taspase1- inhibitors, however biochemical data was not available before the end of this thesis. In summary this thesis demonstrated the successful development, improvement and application of pharmacophore-based virtual screening methods for the compilation of molecule-libraries for early phase drug development. The highest potential of such methods seemed to be in scaffold hopping, the non-trivial task of finding different molecules with the same biological activity.
Boswellia serrata gum resin extracts (frankincense) have been used for centuries in folk medicine in Asia and Africa. They have shown beneficial therapeutic effects, particularly in the treatment of chronic inflammatory diseases. Clinical studies on humans confirmed an anti-inflammatory and anti-cancer potential of Frankincense preparations. Boswellic acids (BAs) are the major ingredients, responsible for the pharmacological action of the extracts. Molecular and cellular studies with BAs revealed a number of targets including 5-lipoxygenase (LO), topoisomerases and the NF-κB pathway. Since there is little information on the modulation of cellular physiology by BAs, this work was designed to provide a detailed investigation of the cellular and molecular effects of BAs in several cell types related to inflammation. We report that 11-keto-BAs are potent activators of functional responses in human neutrophils, a type of leukocytes mediating acute inflammatory processes. Neutrophil activation by 11-keto-BAs is reflected by enhanced generation of oxygen radicals, release of arachidonic acid (AA) and the subsequent transformation of AA to pro-inflammatory eicosanoids. Investigation of the participating signalling pathways identified Ca2+, phosphoinositide-3 kinase, and members of the MAP kinase family (ERKs) as mediators. Second, we present a detailed study of the modulation of human platelet physiology and intracellular signalling events by BAs. Intriguingly, we discovered an inverse structure-activity relationship of BAs regarding platelet activation, with 11-methylene-BAs being superior over 11-keto-BAs. Thus, 11-methylene-BAs stimulated platelet Ca2+ mobilisation, MAP kinase and Akt activation, AA release, 12-LO and cyclooxygenase product formation, and thrombin generation. Novel Ca2+-independent activation pathways of platelet lipid metabolism were discovered. In contrast, 11-keto-BAs were inactive but found to inhibit platelet (p)12-LO directly. Interaction with p12-LO was confirmed in a pulldown assay using immobilised BAs as bait. Finally, BAs were shown to attenuate the activation of monocytes, a cell type responsible for the maintenance of chronic inflammatory states. Impairment of Ca2+ homeostasis is likely conferred by inhibition of Ca2+ influx channels. Taken together, our results shed light on the modulation of intracellular physiology of inflammatory cells by BAs, contributing to a better understanding of the anti-inflammatory effects exerted by frankincense preparations.
Alzheimer's disease-related mutations in the presenilin-1 gene (PS1) are leading to an elevated production of neurotoxic beta-amyloid 1-42 and may additionally enhance oxidative stress. Here, we provide in vivo evidence indicating that brains of transgenic mice expressing different human Alzheimer-linked PS1 mutations exhibit a reduced activity of two antioxidant enzymes. For this purpose, mice transgenic for human PS1 and for single and multiple PS1 mutations were generated. Mice with multiple PS1 mutations showed a significantly decreased activity of the antioxidant enzymes Cu/Zn superoxide dismutase and glutathione reductase already at an age of 3-4 months. As expected, this effect was less pronounced for the mice with a single PS1 mutation. By contrast, animals bearing normal human PS1 showed significantly elevated enzyme activities relative to non-transgenic littermate controls.
Enhanced apoptosis and elevated levels of reactive oxygen species (ROS) play a major role in aging. In addition, several neurodegenerative diseases are associated with increased oxidative stress and apoptosis in neuronal tissue. Antioxidative treatment has neuro-protective effects. The aim of the present study was to evaluate changes of susceptibility to apoptotic cell death by oxidative stress in aging and its inhibition by the antioxidant Ginkgo biloba extract EGb761. We investigated basal and ROS-induced levels of apoptotic lymphocytes derived from the spleen in young (3 months) and old (24 months) mice. ROS were induced by 2-deoxy-D-ribose (dRib) that depletes the intracellular pool of reduced glutathione. Lymphocytes from aged mice accumulate apoptotic cells to a significantly higher extent under basal conditions compared to cells from young mice. Treatment with dRib enhanced this difference, implicating a higher sensitivity to ROS in aging. Apoptosis can be reduced in vitro by treatment with EGb761. In addition, mice were treated daily with 100mg/kg EGb761 per os over a period of two weeks. ROS-induced apoptosis was significantly reduced in the EGb761 group. Interestingly, this effect seemed to be more pronounced in old mice.
Apoptosis seems to be involved in immunosenescence associated with aging. Moreover, in lymphocytes (PBL) of patients with Alzheimer's disease, an increased susceptibility to the apoptotic pathway has been described possibly due to impaired protection of oxidative stress. Accordingly, it seemed to be of particular interest to investigate the contribution of normal aging to the susceptibility from human lymphocytes to programmed cell death. We could show that PBL from elderly individuals (>60 years) accumulate apoptosing cells to a significant higher extent in spontaneous and activation-induced cell death compared to younger controls (<35 years). Treatment with the oxidative stressor 2-deoxy-D-ribose or with agonistic-CD95-antibody pronounced this effect even more implicating a higher sensitivity to reactive oxygen species and a higher functional CD95 expression, respectively. In addition, expression of the activation markers HLA-DR and CD95 was significantly increased in CD3+-cells of aged subjects, while expression of CD25 did not seem to be affected by age. Expression of Bcl-2 was increased in aging and correlated with the number of apoptotic cells.
The relevance of physiological immune aging is of great interest with respect to determining disorders with pathologic immune function in aging individuals. In recent years, the relevance of changes in peripheral lymphocytes in age-associated neurologic diseases has become more evident. Due to the lack of immunological studies, covering more than one event after mitogenic activation, we envisaged a new concept in the present study, aiming to investigate several events, starting from T cell receptor (TCR) ligation up to T cell proliferation. In addition, we addressed the question whether changes are present in the subsets (CD4, CD8) with aging. Phosphorylation of tyrosine residues declines with increasing age in CD4+ cells. Fewer levels of CD69 positive cells after 4 h mitogenic activation, altered expression of cytokines (IL2, IFN-gamma and TNF-alpha; 22 h) and lower proliferation (72 h) were determined in aging. Moreover, it could be shown that CD8+ lymphocytes react more effectively to mitogenic stimulation with reference to CD69 expression and proliferation in both age groups (<35 and >60 years old). These data indicate that T cell activation, mediated by TCR engagement, is significantly impaired in aging and both subsets are affected. However, bypassing the TCR does not fully restore T cell function, indicating that there are more mechanisms involved than impaired signal transduction through TCR only. The results will be discussed in relation to their relevance in neurodegenerative and psychiatric disorders.
In vivo manipulation of interleukin-2 expression by a retroviral tetracycline (tet)-regulated system
(1999)
We have used the tetracycline (tet)-regulated system as described previously to evaluate the applicability of controlled gene expression in cancer gene therapy. As a model gene, we used the human interleukin-2 (IL-2) gene, which has been placed under the transcriptional control of the tetO/promoter. Human melanoma cells were transduced by two modified retroviral tet vectors containing the transactivator regulatory unit and the IL-2 gene driven by the tetO/promoter, respectively. In the absence of tet, IL-2 expression in the target cells was stable over several months. IL-2 production was in the range of 40 U/106 cells/24 hours. A fine tuning of IL-2 expression could be achieved by culturing the transduced cells with increasing doses of tet, whereby a concentration of 500 ng/mL tet in the culture medium abrogated IL-2 expression. Most importantly for clinical application, IL-2 expression by the transduced melanoma cells could also be regulated in vivo. When nu/nu mice were inoculated with the transduced tumor cells, they failed to develop tumors. Instead, the inhibition of IL-2 expression in the transduced tumor cells by oral administration of tet led to subcutaneous tumor growth; this growth rate was comparable with the growth rate of subcutaneously inoculated untransduced parental cells. The finding demonstrates the applicability of the tet-regulated system in cancer gene therapy.
Many cases of early-onset inherited Alzheimer's disease (AD) are caused by mutations in the presenilin-1 (PS1) gene. Expression of PS1 mutations in cell culture systems and in primary neurons from transgenic mice increases their vulnerability to cell death. Interestingly, enhanced vulnerability to cell death has also been demonstrated for peripheral lymphocytes from AD patients. We now report that lymphocytes from PS1 mutant transgenic mice show a similar hypersensitivity to cell death as do peripheral cells from AD patients and several cell culture systems expressing PS1 mutations. The cell death-enhancing action of mutant PS1 was associated with increased production of reactive oxygen species and altered calcium regulation, but not with changes of mitochondrial cytochrome c. Our study further emphasizes the pathogenic role of mutant PS1 and may provide the fundamental basis for new efforts to close the gap between studies using neuronal cell lines transfected with mutant PS1, neurons from transgenic animals, and peripheral cells from AD patients. Copyright 2001 Academic Press.
In large models of neuronal cell death, there is a tight correlation between Cdk5 deregulation and cell-cycle dysfunction. However, pathways that link Cdk5 to the cell cycle during neuronal death are still unclear. We have investigated the molecular events that precede p25/Cdk5-triggered neuronal death using a neuronal cell line that allows inducible p25 expression. In this system, no sign of apoptosis was seen before 24 hours of p25 induction. Thus, at that time, cell-cycle-regulatory proteins were analysed by immunoblotting and some of them showed a significant deregulation. Interestingly, after time-course experiments, the earliest feature correlated with p25 expression was the phosphorylation of the retinoblastoma protein (Rb). Indeed, this phosphorylation was observed 6 hours after p25 induction and was abolished in the presence of a Cdk5 inhibitor, roscovitine, which does not inhibit the usual Rb cyclin-D kinases Cdk4 and Cdk6. Furthermore, analyses of levels and subcellular localization of Cdk-related cyclins did not reveal any change following Cdk5 activation, arguing for a direct effect of Cdk5 activity on Rb protein. This latter result was clearly demonstrated by in vitro kinase assays showing that the p25-Cdk5 complex in our cell system phosphorylates Rb directly without the need for any intermediary kinase activity. Hence, Rb might be an appropriate candidate that connects Cdk5 to cell-cycle deregulation during neuronal cell death.
The identification of specific genetic (presenilin-1 [PS1] and amyloid precursor protein [APP] mutations) and environmental factors responsible for Alzheimer's disease (AD) has revealed evidence for a shared pathway of neuronal death. Moreover, AD-specific cell defects may be observed in many other nonneuronal cells (e.g., lymphocytes). Thus, lymphocytes may serve as a cellular system in which to study risk factors of sporadic, as well as genetic AD in vivo. The aim of our present study was to clarify whether lymphocytes bearing genetic or sporadic risk factors of AD share an increased susceptibility to cell death. Additionally we examined whether a cell typespecific vulnerability pattern was present and how normal aging, the main risk factor of sporadic AD, contributes to changes in susceptibility to cell death. Here, we report that lymphocytes affected by sporadic or genetic APP and PS1 AD risk factors share an increased vulnerability to cell death and exhibit a similar cell type-specific pattern, given that enhanced vulnerability was most strongly developed in the CD4+ T-cell subtype. In this paradigm, sporadic risk factors revealed the highest impact on cell type-specific sensitivity of CD4+ T cells to apoptosis. In contrast, normal aging results in an increased susceptibility to apoptosis of both, CD4+ and CD8+ T cells.
Introduction: Reactive oxygen species (ROS) have been implicated in neurodegeneration and seem to be involved in the physiology and pathophysiology of several diseases, including normal aging and Alzheimer’s disease (AD). Enhanced ROS production in aging or AD is not restricted to the brain, but can also been seen in several peripheral tissues. The objective of the present study was to evaluate whether the mechanisms involved in the generation of oxidative stress in normal senescence and Alzheimer’s disease are identical or not. Methods: We analysed intracellular basal levels of ROS in lymphocytes from AD patients and healthy young and aged not-demented subjects as well as ROS levels following stimulation with d-ribose and staurosporine in all three groups. ROS levels were measured by flow cytometry using the intracellular fluorescence dye dihydrorhodamine123 (DHR123). Results: Our study shows that AD lymphocytes have increased basal levels of ROS, low susceptibility to ROS stimulation by 2-deoxy-D-ribose (dRib) and an increased response to staurosporine when compared with age-matched controls. Discussion: The data suggest that the defect(s) responsible for enhanced ROS production in AD may involve different or additional biological pathways than those involved in enhanced ROS generation during aging.