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ResearcherID
- M-1240-2017 (1)
The dissertation aims at investigating how information about jobs arriving to a service facility in the future can be used for capacity planning and control. Nowadays, technical equipment such as aircraft engines are equipped with sensors transferring condition data to central data warehouses in real-time. By jointly analyzing condition data and future usage information with machine learning algorithms, future equipment conditions and maintenance requirements can be forecasted. In the thesis, information regarding the arrival times of aircraft engine at a maintenance facility and the corresponding service requirements are used in order to optimally plan and control the flexible capacity of the facility. Queueing models are developed and analyzed to optimally size and control the facility's capacity and determine the implications on cost and job waiting time. It is demonstrated analytically and numerically that cost and waiting time can be reduced significantly when future information is available.
Successful formulation development of novel, particularly organic APIs of low molecular weight as candidates for ground-breaking pharmaceutical products is a major challenge for the pharmaceutical industry because of the poor aqueous solubility of most of these compounds.
The hit identification strategies of drug development in use today apply high throughput screening techniques for the investigation of thousands of substances. This approach led to a systematical increase in molecular weight and lipophilicity and a decrease of water solubility of lead compounds reaching market access.
The high lipophilicity causes an excellent permeability of the compounds which favours the absorption process from the small intestine, but it causes a decrease of water-solubility. It becomes evident that an adequate aqueous solubility is necessary for absorption of the API from the gastrointestinal fluids into the systemic circulation and hence for efficacy of the pharmaceutical product. Only an dissolved API is getting absorbed and becomes efficacious. The precipitated proportion is resigned directly. Therefore, the development of an individual formulation aligning the physicochemical characteristics is necessary for every API to produce supersaturated solutions in the small intestine and to reach an adequate bioavailability after absorption into the systemic circulation.
In this thesis a specific formulation development was investigated for two exemplary poorly water-soluble APIs to replace the empirical approach often used today. The basic tyrosine-kinase inhibitor imatinib and six different acetylated amino acids were transferred into ILs. As compared to the free base and the mesylate salt, which is marketed by Novartis AG as Gleevec®, the dissolution rate as well as the supersaturation time was increased significantly. By changing the mesylate anion with its potential genotoxic risks, the total toxicity of the drug product could be decreased. The amorphous ILs proved adequate stability under forcing conditions and there was no recrystallization of the free base observed. The amorphous character of the ILs caused an increased amount of water vapour sorption which can be compensated by special packaging materials. Taken together, the presentation of imatinib as an IL is intended for oral administration as a tablet and can cause a reduction of dose because of the increased solubility. Therefore, the occurrence of side effects can be reduced as compared to Gleevec®. If there is actually an increased bioavailability to observe, has to be proved by the execution of animal trials.
The novel NOX inhibitor VAS3947 is intended for the treatment of endothelial dysfunctions causing diseases like heart failure and stroke. The compounds poor aqueous solubility hindered further clinical development so far and make the drug candidate to remain in a very early stage of the drug development process. Therefore, different formulation concepts were evaluated in this study:
An amorphous solid dispersion prepared from VAS3947 and Eudragit® L100 by means of spray drying was able to increase the dissolution rate and solubility of the compound significantly, but with the accomplished kinetic solubility being in the low µM range it is not possible to reach therapeutic plasma concentrations.
In contrast, the incorporation into cyclodextrins resulted in an 760-fold increased solubility. Different cyclodextrins were evaluated. Especially the lipophilic derivatives of the β-cyclodextrin showed to be the most adequate excipients. The incorporation of the API into the cyclodextrin cavity was proved by means of NMR spectroscopy. Additionally, a formulation of VAS3947 and hydroxypropyl-β-cyclodextrin was prepared. This formulation is intended for the intravenous application during animal trials, which have to be conducted to get to know the pharmacokinetics of VAS3947. This formulation reached a concentration of 1 mg/mL spending striking protection of VAS3947 against degradation.
Presentation of VAS3947 as a microemulsion system led also to increase the aqueous solubility of the compound, but not in the same extent as the cyclodextrin formulation. Beside the formulation development a physicochemical characterization was performed to get to know important parameters such as log P and pKa values of VAS3947. An HPLC method was developed and validated to analyse the extent of solubility improvement.
A major issue of the compound VAS3947 and all related triazolopyrimidine derivatives, developed by Vasopharm GmbH, is the insufficient chemical stability because of presence of a hemiaminal moiety in the chemical structure. Stability investigations and an extensive biopharmaceutical characterization confirm the hindering of further clinical development by insufficient drug stability and high cytotoxicity. Poor aqueous solubility is an additional disadvantage which can be handled by a concerted formulation development.
Regulation of actin cytoskeletal turnover is necessary to coordinate cell movement and cell adhesion. Proteins of the Enabled/vasodilator-stimulated phosphoprotein (Ena/VASP) family are important mediators in cytoskeleton control, linking cyclic nucleotide signaling pathways to actin assembly. In mammals, the Ena/VASP family consists of mammalian Enabled (Mena), VASP, and Ena-VASP-like (EVL). The family members share a tripartite domain organization, consisting of an N-terminal Ena/VASP homology 1 (EVH1) domain, a central proline-rich region (PRR), and a C-terminal EVH2 domain. The EVH1 domain mediates binding to the focal adhesion proteins vinculin and zyxin, the PRR interacts with the actin-binding protein profilin and with Src homology 3 (SH3) domains, and the EVH2 domain mediates tetramerization and actin binding.
Endothelial cells line vessel walls and form a semipermeable barrier between blood and the underlying tissue. Endothelial barrier function depends on the integrity of cell-cell junctions and defective sealing of cell-cell contacts results in vascular leakage and edema formation. In a previous study, we could identify a novel interaction of the PRR of VASP with αII-spectrin. VASP-targeting to endothelial cell-cell contacts by interaction with the αII-spectrin SH3 domain is sufficient to initiate perijunctional actin filament assembly, which in turn stabilizes cell-cell contacts and decreases endothelial permeability. Conversely, barrier function of VASP-deficient endothelial cells and microvessels of VASP- null mice is defective, demonstrating that αII-spectrin/VASP complexes regulate endothelial barrier function in vivo.
The aim of the present study was to characterize the structural aspects of the binding of Ena/VASP proteins to αII-spectrin in more detail. These data are highly relevant to understand the cardiovascular function of VASP and its subcellular targeting. In the present study, the following points were experimentally addressed:
1. Comparison of the interaction between αII-spectrin and Mena, VASP, or EVL
In contrast to the highly conserved EVH1/EVH2 domains, the PRR is the most divergent part within the Ena/VASP proteins and may differ in binding modes and mechanisms of regulation. More specifically, VASP contains a triple GP5 motif, whereas EVL and Mena contain one or more GP6 motifs or even longer proline stretches. In the present study, we used peptide scans and competitive αII-spectrin SH3 pull-down assays with the recombinant Mena, VASP, and VASP mutants to investigate the relative binding efficiency. Our results indicate that binding of the αII-spectrin SH3 domain to GP6 motifs is superior to GP5 motifs, giving a rationale for a stronger interaction of αII-spectrin with EVL and Mena than with VASP.
2. Interaction of SH3i with Ena/VASP proteins
In the mammalian heart, an αII-spectrin splice variant exists (SH3i), which contains a 20 amino acid insertion C-terminal to the SH3 domain. We used GST-fusion proteins of αII-spectrin, comprising the SH3 domain with or without the alternatively spliced amino acids, to pull-down recombinant Mena, VASP or VASP mutants. The results demonstrate a substantially increased binding of the C-terminal extended SH3 domain as compared to the general αII-spectrin isoform without the 20 amino acid insertion. These findings were also confirmed in pull-down experiments with heart lysates and purified Mena from heart muscle. The increased binding was not due to an alternative, SH3-independent binding interface because a pointmutation of the SH3 domain (W1004R) in the alternatively spliced αII-spectrin isoform completely abrogated the interaction. To analyze the interaction of SH3i and Ena/VASP proteins in living cells, we expressed the extended SH3 domain as GFP fusion proteins in endothelial cells. Here, we observed an extensive co-localization with Mena and VASP at the leading edge of lamellipodia confirming the in vivo relevance of the interaction with potential impact on cell migration and angiogenesis.
3. Binding affinity and influence of the Ena/VASP tetramerization domain
We also determined the binding affinity of the general and the alternatively spliced αII-spectrin SH3 with Ena/VASP proteins by isothermal titration calorimetry (ITC) using a peptide from the PRR of Mena (collaboration with Dr. Stephan Feller, University of Oxford). Surprisingly, the binding affinity of the general SH3 domain was low (~900 μM) as compared to other SH3 domain- mediated interactions, which commonly display binding constants in the low micromolar range. Furthermore and in contrast to the pull-down assays, we could not detect an increased binding affinity of the C-terminally extended SH3 domain. This could be either explained by the existence of a third protein, which “bridges” the Mena/αII-spectrin complex in the pull-down assays, or, more likely, by the small size of the Mena peptide, which lacks major parts of the Mena protein, including the tetramerization domain. Indeed, it has been previously shown that the tetramerization of Ena is crucial for the interaction with the Abl- SH3 domain, although no SH3 binding sites are found in the tetramerization domain. To address this point experimentally, we used a VASP mutant that lacks the tetramerization domain in pull-down assays. Neither the general nor the alternatively spliced SH3 domain bound to the monomeric VASP, demonstrating the crucial (indirect) impact of Ena/VASP tetramerization on the interaction with αII-spectrin.
In summary, we conclude that the αII-spectrin SH3 domain binds to the proline- rich region of all Ena/VASP proteins. However, binding to EVL and Mena, which both possess one or more GP6 motifs, is substantially more efficient than VASP, which only contains GP5 motifs. The C-terminally extended SH3 domain, which is present in the αII-spectrin splice variant SH3i, binds stronger to the Ena/VASP proteins than the general isoform and expression of the isolated domain is sufficient for co-localization with Ena/VASP in living endothelial cells. Finally, the tetramerization of the Ena/VASP proteins is indispensable for the interaction with either isoform of αII-spectrin.