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Analysis of coding principles in the olfactory system and their application in cheminformatics
(2007)
Unser Geruchssinn vermittelt uns die Wahrnehmung der chemischen Welt. Im Laufe der Evolution haben sich in unserem olfaktorischen System Mechanismen entwickelt, die wahrscheinlich optimal auf die Erfüllung dieser Aufgabe angepasst sind. Die Analyse dieser Verarbeitungsstrategien verspricht Einblicke in effiziente Algorithmen für die Kodierung und Verarbeitung chemischer Information, deren Entwicklung und Anwendung dem Kern der Chemieinformatik entspricht. In dieser Arbeit nähern wir uns der Entschlüsselung dieser Mechanismen durch die rechnerische Modellierung von funktionellen Einheiten des olfaktorischen Systems. Hierbei verfolgten wir einen interdisziplinären Ansatz, der die Gebiete der Chemie, der Neurobiologie und des maschinellen Lernens mit einbezieht.
Two distinct mechanisms contribute to the development of blood vessels: vasculogenesis, which is the de novo formation of vascular structures from progenitor cells, and angiogenesis, the formation of new blood vessels from pre-existing ones.
Angiogenesis is a highly ordered and carefully regulated multi-step process, during which the precise spatio-temporal interaction between endothelial and mural cells, i.e. smooth muscle cells and pericytes, is prerequisite for the formation of a functional blood vessel. The crosstalk between these two latter cell ty pes is mediated indirectly by various
secreted growth factors, and directly through cell-cell and cell-matrix interactions. The secretory epidermal growth factor-like protein 7 (EGFL7) has been implicated to
play an important role in the regulation of smooth muscle and endothelial cell recruitment and vascular tube formation. However, in-depth investigation of the underlying molecular mechanism has so far been hampered by the lack of functional recombinant EGFL7. In this study for the first time full length EGFL7 was successfully expressed as a His 6- tagged fusion protein from insect cells using the Baculovirus expression vector system. Recombinant EGFL7 was purified in a two-step protocol involving ion metal affinity chromatography and gel filtration. Furthermore, recombinant EGFL7 was
purified from human embryonic kidney EBN A 293 cells using a similar approach, allowing the production of high amounts of recombinant EGFL7 protein in its native state, with proper post-translational processing and full biological activity. Detailed analysis of the post-translational processing of recombinant EGFL7 and EGFL7-mutants revealed extensive proteolytic processing by protein convertases both at the N- and the C-terminus, the latter being prerequisite for EGFL7 secretion. Furthermore, secreted EGFL7 protein was shown to bind to the extracellular matrix and the responsible heparin-binding domain of EGFL7 was mapped to its N-terminal
portion. Purified recombinant EGFL7 protein was tested for its functionality using cell migration assays, cell proliferation studies and in vivo matrigel studies in mice. In the
modified Boyden chamber migration assay, recombinant EGFL7 proteins inhibited PDGF-BB-induced smooth muscle cell migration. Moreover, recombinant EGLF7 proteins strongly inhibited PDGF-BB-induced proliferation of smooth muscle cells, while it did not affect VEGF induced proliferation of endothelial cells. When applied in the in vivo matrigel plug assay, EGFL7 proteins induced a strong pro-angiogenic response, comparable with that of VEGF on an equimolar basis. Moreover, EGFL7 expression was strongly induced in endothelial cells in response to VEGF stimulation. These novel findings demonstrate the important function of EGFL7 in angiogenesis and are well in line with previous results. They demonstrate a cell specific action of EGFL7 on the different cell types involved in vessel formation, which is a prerequisite for a regulatory function in cell-to-cell crosstalk. Based on the results described here, the following model can be proposed: VEGF, a known strong initiator of angiogenesis, induces endothelial cell proliferation and migration, allowing the
escape from the comparatively rigid structure of a functional vessel to form an angiogenic sprout. At the same time VEGF induces the expression of EGFL7 in endothelial cells. EGFL7 is expressed, proc essed and secreted from these cells. While EGFL7 has no known effect on endothelial cells, it inhibits smooth muscle cell proliferation and migration, providing a mechanism to prevent pre-mature stabilization of the forming vessel. The availability of purified recombinant EGFL7 will be helpful in the detailed characterization of the underlying molecular mechanism of EGFL7 action, including the identification of the putative EGFL7 receptor, and will allow - together with knock-out experiments in mice - the exploration of the additional biological functions of EGFL7. Moreover, considering the strong pro-angiogenic effect of EGFL7 in vivo, it would be also of a great therapeutic interest to investigate its role in the development of tumor vasculature. The insights into these molecular mechanisms might provide a novel approach for the development of anti tumor therapies.
An application of EPR spectroscopy that is becoming increasingly important is the measurement of distances between electron spins. Several EPR methods have been developed for this purpose, all based on measuring the dipolar coupling between two spins. Due to the specific nature of the sample, we applied dipolar relaxation enhancement measurements to study the geometry of a protein-protein complex. The paramagnetic centers in question had EPR spectra that were too broad and had such short relaxation time that they could not be studied using the more straightforward PELDOR technique. EPR spectral resolution can be increased appreciably by measuring at a frequency higher than conventional X-band (9 GHz) frequency. The spectra of many paramagnetic species can only be resolved at frequencies higher than 90 GHz. For accurate measurement of the orientation of the vector between two dipolar coupled spins with respect to the g-tensors of the spins, high spectral resolution is required. We therefore performed our EPR measurements at G-band (180 GHz) frequency. Dipolar relaxation measurements were applied to study the complex that is formed by the two electron-transfer proteins cytochrome c and cytochrome c oxidase (CcO) from the soil bacterium Paracoccus denitrificans. We were able to detect dipolar relaxation enhancement due to complex formation of soluble subunit II of P.d. CcO (CcOII) with two substrate cytochromes, which was practically absent in a mixture of CcOII with the negative control protein cytochrome c1. This complex formation was characterized by a pronounced temperature dependence that could be simulated using a home-written computer program. The G-band EPR measurements could not be simulated with a single complex geometry. This provided evidence for the hypothesis that electron-transfer protein complexes are short-lived and highly dynamic; they do not seem to form one specific electron-transfer conformation, but rather move around on each other’s binding surfaces and transfer an electron as soon as the distance between donor and acceptor is short enough. As a test of our simulation program, we also applied dipolar relaxation measurements to specially synthesized organic molecules that contained a nitroxide radical and a metal center. The transverse relaxation of Cu2+-OEP-TPA was compared to the relaxation of Ni2+-OEP-TPA at temperatures between 20 and 120 K. In this temperature range, the nitroxide relaxation was enhanced due to the presence of Cu2+, but not by Ni2+. Similarly, relaxation enhancement was found in the nitroxide-Mn2+ pair in Mn2+-terpyridine-TPA with respect to the terpyridine-TPA ligand. Due to the fast T2 relaxation of the nitroxide radical at high temperatures, the measurements were all performed in the low-temperature regime where the T1 relaxation rate of the metal ion was smaller than the dipolar coupling frequency. In this region, no structural information about the molecule can be deduced, since the dipolar relaxation enhancement is only determined by the T1 of the metal ion. The dipolar relaxation measurements we performed at high field indicated a difference in relaxation times between X-band and G-band frequencies. Extensive T1 - measurements of different paramagnetic centers (CuA, Cu2+) confirmed a strong dependence of T1 on magnetic field in the temperature range where the direct process is the dominating T1 relaxation process. This dependence is very strong (factor of 103 with respect to X-band), but does not follow the B04 dependence predicted in literature. The T1 relaxation of low-spin iron in cytochrome c at high magnetic field, estimated from dipolar relaxation data, is also in agreement with a larger contribution by the direct process (factor of 104). Dipolar relaxation enhancement was found to be a technique that is useful for measuring distances between paramagnetic centers, but only for systems where several important conditions are met, such as: the system exists in one certain static geometry, and the relaxation rate of the fast-relaxing spin is faster than the dipolar coupling frequency within the accessible temperature range. Additionally, it is a great advantage for the analysis of dipolar relaxation data if the procedure of dividing the relaxation trace of the dipolar-coupled slow-relaxing spin by the relaxation trace of the slow-relaxing spin in absence of dipolar coupling can be applied. Another useful application of dipolar relaxation enhancement measurements is the measurement of T1 relaxation of extremely fast-relaxing spins, or spins that are otherwise difficult to detect.
Colorectal cancer is one of the most cause of cancer and death in Western societies. Recently, histone deacetylase inhibitors (HDIs), which regulate transcription through modification of chromatin structure, received considerable interest on the ground of they ability to stop the growth and induce cell death in colon cancer tumours, representing a promising transcriptional cancer therapy. This kind of cancer initiates with an activating mutation in the Wnt cascade, allowing the nuclear import of ß-catenin binding to LEF/TCF. This induces the overexpression of growthpromoting oncogenes affecting the cell cycle arrest, lineage-specific cell differentiation and apoptosis processes. In addition, ß-catenin also participates in cell-cell adhesion via interactions with E-cadherin, which can be repressed by families of transcription factors Snail and ZEB. This, and gain of vimentin has been closely correlated with local invasion and metastasis since they avoid the induction of apoptosis through the loss of cell anchorage, a phenomenon called anoikis. In this process the inactivation of the kinases Src an FAK provoking disruption of focal adhesion complexes through is involved. LAQ824 is a HDAC inhibitor derivative of hydroxamic acid, which present antitumor effect in colon and other cancer cells. The aim of this study is to analyse the effect of LAQ824 in cell proliferation, apoptosis, motility and tumour invasion in a colon carcinoma model based on the adenoma-carcinoma sequence descrying trough which pathways LAQ824 is able to cause these effects. Here I demonstrate for the first time that a HDAC inhibitor, LAQ824, induces detachmentinduced cell death of colon cancer cell lines HCT116 and HT-29, a phenomenon called anoikis, in a caspase-dependent and p53-independent manner. In this process the component of the Wnt signalling pathway ß-catenin is involved. Furthermore LAQ824 upregulates the adhesion molecule E-cadherin expression in these cell lines independently of its repressor Snail, but probably mediated by the repressor ZEB. In addition LAQ824-induced anoikis is caused by disruption of focal adhesion complexes through inhibition of the activity of the kinases FAK and Src inhibiting cell motility indicating a strong antimetastatic potential for LAQ824.
Membrane proteins play vital role in a variety of cellular processes, such as signal transduction, transport and recognition. In turn they are involved in numerous human diseases and currently represent one of the most prevalent drug targets. A comprehensive understanding of the mechanisms mediated by membrane proteins requires information about their structures at near-atomic resolution, although structural studies of membrane proteins remain behind those of soluble proteins. A bottleneck in the study of membrane proteins resides in the difficulties that are encountered during their high-level production in cell based systems. However, many toxic effects attributed to the over production of membrane proteins are eliminated by cell-free expression, as viable host cells are no longer required. Therefore, the objective of this study was to obtain adequate amounts of selected membrane transport proteins for their structural studies using a cell-free expression system. For the establishment of the cell-free system for membrane proteins, the transporters YbgR and YiiP from Salmonella typhimurium LT2, PF0558 and PF1373 from Pyrococcus furiosus, from the cation diffusion family (CDF), BetP from Corynebacterium glutamicum from the betaine/carnitine/choline transporter (BCCT) family and Aq-2030 from Aquifex aeolicus VF5 from the monovalent cation/proton antiporter-2 (CPA2) family were selected. An Escherichia coli S-30 extract based cellfree system was established by generating the best expression constructs of the target proteins, preparing T7 RNA polymerase and an S-30 extract with high translation efficiency. The functionality of the S-30 extract was shown by the cell-free expression of correctly folded Green Fluorescent Protein (GFP). Essential factors of the cell-free system such as the Mg2+ concentration, the bacterial S-30 extract proportion in the reaction mixture and the time-course of cell-free reactions have been optimized. For the cell-free production of membrane proteins in soluble form, the possibility to supplement cell-free reactions with detergents was explored. A wide range of non-ionic or zwitterionic detergents, were found to be compatible with cell-free synthesis, while ionic detergents and non-ionic detergents at high concentrations had an inhibitory effect. Moreover, high concentrations of polyoxyethylene-alkyl-ethers (Brij) detergents were found to have enhancing effect on the production levels as well as on the solubility of cell-free produced proteins. As membrane proteins tend to misfold and aggregate in a membrane-free translation system, the possibility to supplement the cell-free reactions with inner membrane vesicles (IMVs) to obtain correctly folded target transport proteins was explored. All the target proteins were successfully produced in the batch cell-free reactions and were found to be incorporated in the IMVs. A continuous exchange cell-free (CECF) system was established, where consumable substrates (amino acids, nucleotides and energy regenerating compounds) were supplied to the cell-free reaction mixture through a dialysis membrane, which in consequence resulted in high-level production of target proteins compared to the batch system. The osmosensing and osmoregulated sodium-coupled symporter BetP from C. glutamicum was chosen for the large scale production in CECF set-up. The protein is easily produced in E. coli and is functional as assayed by its transport activity, after purification and reconstitution in liposomes. It is therefore possible to compare in-vivo and cell-free production. High-level cell-free production of BetP was achieved in CECF mode in different forms: (i) as precipitate, (ii) as soluble form in detergent, and (iii) incorporated in IMVs. Cell-free production of BetP resulted in the yield of about 0.5 mg of purified BetP from 1 ml of CECF reaction. The yield of purified BetP was increased to 1.6 fold by addition of 1% polyoxyethylene-(20)-cetyl-ether (Brij58) detergent in the reaction mixture. Moreover, the high level cell-free production of BetP (0.5 mg purified BetP/ml reaction mixture) incorporated in IMVs was shown for the first time in this work.However, it was observed that oligomerization of BetP was not efficient in the cell-free system. Factors that can promote the folding of membrane proteins such as lipids and chaperones were investigated. Addition of lipids and molecular chaperone GroE facilitated correct folding of BetP resulting in increased yield and stability of cell-free produced BetP. The results obtained indicate that most of the cell-free produced BetP exists in functional oligomeric form. The possibility of obtaining milligram amounts of BetP, a 12 trans-membrane protein from the cell-free reactions holds promise for structural and functional studies of other membrane proteins. In any case, the strategies adapted in this study should prove extremely valuable for the production of membrane proteins in the E. coli cell-free expression system.
Two types of proteins transport ions across the membrane – ion channels and ion pumps. Ion pumps transport ions against their electrochemical gradient by co-transporting another ion or a substrate molecule through a concentration gradient or by coupling this process to an energy source like ATP. Those that couple ATP hydrolysis to ion transport are called ion motive ATPases and can be classified as ‘V’, ‘F’ and ‘P’ types. In this thesis, two sub-classes of P-type ATPases, PIIIA and PIB were studied. Attempts were made to over-express and crystallize the plant proton pump AHA2 (a PIIIA-ATPase). Also, the two putative copper transporting ATPases, CtrA3 (CopB-like) and CtrA2 (CopA-like) from Aquifex aeolicus (both PIB pumps) were over-expressed in E. coli and characterized. PIIIA-type pumps transport protons across the membrane and are found exclusively in plants and fungi, and probably some archaea. One of the most characterized proton pump biochemically is the A. thaliana proton pump AHA2. An 8Å projection map of this enzyme is already available (Jahn 2001). PIBATPases, also called CPX type pumps transport heavy metal ions such as Cu+, Cu2+, Zn2+, Pb2+, Cd2+, Co2+ across biological membranes and play an important role in homeostasis and biotolerance of these metals. CopA and CopB are two such proteins that transport copper across cell membrane found in many prokaryotes. CopB-like proteins are found almost exclusively in bacteria, with CPH sequence motif, while CopA-like proteins have CPC sequence motif, also found in eukaryotic copper transporters including human ATP7A and ATP7B. CopB extrudes Cu2+ across the membrane. CopA is activated by and transports Cu+ but the direction of transport is debated. Attempts were made to over-express the plant proton pump AHA2 in yeast Pichia pastoris. However, the yeast expressed only a truncated protein, which could not be used for further studies. It can be concluded that P. pastoris strain SMD1163 is not a good host for expression of AHA2. Focus was then shifted to AHA2 that has been over-expressed and purified from S. cerevisiae strain RS72. Growth and purification protocols had to be changed from published methods because of laboratory constraints and this probably had an effect on the protein produced. The protein purified from S. cerevisiae could not be crystallized reproducibly for structural studies by electron microscopy. CtrA3 was expressed in E. coli and purified using Ni2+-NTA matrix. Like CopB of A. fulgidus (Mana Capelli 2003), it was active only in the presence of Cu2+ and to some extent in Ag+. The protein was maximally active at 75°C, at pH 7 and in presence of cysteine. Lipids were essential for the activity of CtrA3. However, when the protein was purified in Cymal-6, CtrA3 could not hydrolyze ATP, even when lipids were added to the reaction mixture. For reconstitution of CtrA3 into liposomes for 2D crystallization, several lipids were tested. To screen the lipids compatible for protein incorporation, CtrA3 was dialyzed with different lipids at a high lipid-to-protein ratio of 10:1 and centrifuged by sucrose density gradient. Protein incorporated in lipids localized with liposome fraction in the gradient. Most of the CtrA3 was incorporated into DPPC with no aggregation. This lipid was used for reconstitution of CtrA3 at low LPRs, and at an LPR of 0.3-0.5, the protein formed 2D crystals. A NaCl concentration of 50mM was necessary for the formation of crystals. However, salt removal by dialysis prior to harvesting was essential for obtaining wellordered lattices of CtrA3. Addition of preservatives like trehalose and tannin or direct plunging in liquid ethane for cryo-microscopy destroyed the crystal lattice. Similar to CtrA3, the gene responsible for expression of CtrA2 was amplified from genomic DNA of A. aeolicus and expressed in E. coli and purified by Ni2+-NTA. Functional characterization of CtrA2 was done by analyzing ATP hydrolysis activity of the enzyme. Similar to CopA of A. fulgidus (Mandal 2002), CtrA2 was activated in the presence of Ag+ and to some extent, Cu+. It is possible that both the copper ATPases of A. aeolicus have different ion selectivity- CtrA3, specific for Cu2+ and CtrA2, specific for Cu+. Maximal activity of CtrA2 was also at 75°C. Cysteine was essential for activity of CtrA2, but the protein was not dependent on addition of lipids for activation. Reconstitution of CtrA2 was done similar to CtrA3 for screening of lipids for 2D crystallization. Of the lipids tested, DOPC reconstituted the protein best. However, screening at low LPRs did not yield any crystals. Even though both CtrA3 and CtrA2 are similar heavy metal transporting Ptype ATPases from the same organism and have 36% identity, they behaved completely different in their expression levels in E. coli, purification profiles, activity and reconstitution in lipids.
The ABC protein ABCE1, also called HP68 or RNase L inhibitor (RLI), is one of the most conserved proteins in evolution. It is universally expressed in eukaryotes and archaea, where ABCE1 is essential for life. ABCE1 plays a crucial role in translation initiation and ribosome biogenesis, however, the molecular mechanism of ABCE1 remains unclear. In addition to two ABC ATPase domains, ABCE1 contains a unique N-terminal region with eight conserved cysteines predicted to coordinate iron-sulfur (Fe-S) clusters. To analyze the function of ABCE1, the hyperthermophilic crenarchaeote Sulfolobus solfataricus was chosen as a model system. S. solfataricus ABCE1 was overexpressed homologously in S. solfataricus and heterologously in E. coli. Noteworthy, for tagged-protein production in S. solfataricus a novel expression system based on a virus shuttle vector was established. This is the first example for a successful overexpression and purification of isolated full-length ABCE1. For the first time it was shown that ABCE1 indeed bears biochemical properties of an ABC protein even though it has unique features. Remarkably, the nucleotide binding domains (NBDs) of ABCE1 bound ATP and AMP, but were functionally non-equivalent in ATP hydrolysis. Mutations of conserved residues in the second NBD led to a hyperactive ATPase, which implies an intramolecular mechanism of dimer formation. Truncation of the Fe-S cluster domains did not influence ATPase activity. The Fe-S clusters of ABCE1 were analyzed by biophysical and biochemical methods. As presented in this study, ABCE1 harbors two essential diamagnetic [4Fe-4S]2+ clusters, one ferredoxin-like cluster formed by cysteines at position 4/5/6/7 and one unique ABCE1 cluster formed by cysteines at position 1/2/3/8. ABCE1 was found to be associated with RNA after purification from S. solfataricus and bound ribosomal RNA in vitro. In addition, ABCE1 showed homo-oligomerization and appeared to form a hexameric complex of ~440 kDa, which was RNase sensitive. Archaeal ABCE1 associated with ribosomes, however, the unique Fe-S clusters of ABCE1 were not required for this interaction. Although archaeal ABCE1 assembled with ribosomes and ribosomal RNA, ABCE1 proved not to be essential for translation in S. solfataricus and did not interact with archaeal initiation factors. Nevertheless, the ABCE1 gene is one of the few genes conserved between archaea and eukaryotes and fulfills a universal task, which needs further characterization.
Das genetische Material der Zellen besteht aus Molekülketten der Desoxyribonukleinsäure (DNA), die ein Träger der Erbinformation ist. In normalen Körperzellen wird die Erbinformation der DNA in eine andere Molekülkette, die sogenannte Ribonukleinsäure (RNA), übersetzt. Die RNA reguliert die Bildung von neuem Protein in der Zelle. Dass die RNA nicht bloß ein „Stempel“ ist, der die Informationen der DNA weitervermittelt, darin sind sich die Experten heute einig. RNA-Moleküle können Informationen speichern, katalytische Aktivitäten entfalten, sich perfekt tarnen, und sie regulieren auch als Produkt ihre eigene Synthese. Manche Viren enthalten ebenfalls RNA (oder DNA) und können so den Produktionsapparat der Zelle täuschen. Erkenntnisse über die Wechselwirkung dieser RNA mit natürlichen und synthetischen Liganden können zur Suche nach potentiellen Wirkstoffen beitragen. Nukleinsäuren sind lineare Biopolymere von grundlegenden Untereinheiten, die Nukleotide genannt werden und aus Adenin (A), Cytosin (C), Guanin (G), Urazil (U), und Thymin (T) zusammengesetzt sind. Sie sind jedoch in der Lage sich zu falten und so eine Doppel-Helixstruktur auszubilden. Diese besteht größtenteils aus den bekannten "Watson-Crick-Basenpaaren" (G-C und A-U oder A-T), die zur Stabilität der Struktur beitragen, sowie aus den weniger stabilen G-U-Paaren. Durch die Wechselwirkung zwischen verschiedenen Sekundärstrukturelementen entstehen Tertiärstrukturelemente, deren Struktur und Dynamik oft nur schwer experimentell zu bestimmen sind. Fortschritte in der RNA-Strukturanalyse wurden durch Röntgenkristallographie und Kernresonanzspektroskopie (NMR) möglich. Durch die Röntgenkristallographie wurden viele RNA-Eigenschaften festgestellt. Allerdings besteht keine Kristallstruktur für alle mögliche Einzelnfaser-RNA-Haarnadeln, weil diese immer dazu neigen, in eine linearen doppelte Faserform zu kristallisieren, die geringe biologische Bedeutung hat. Außerdem wurde mit Hilfe der NMR-Spektroskopie das dynamische Verhalten von RNA, z.B. Entfaltungsprozesse bei ansteigender Temperatur, beobachtet. Jedoch erlauben diese experimentellen Daten oft keine direkte mikroskopische Beschreibung der molekularen Prozesse. Molekulardynamik (MD)-Simulationen von biologischen Systemen ermöglichen es hingegen, diese Prozesse in atomischem Detail zu untersuchen. Die MD-Simulation beschreibt ein molekulares System auf atomarer Ebene mit Hilfe der klassischen Mechanik. Kräfte werden von empirischen Potentialen abgeleitet. Sie liefern zeitabhängige Trajektorien, die sich aus den Newton'schen Bewegungsgleichungen ergeben. Durch verbesserte Computerleistung, bessere Kraftfelder, und neu entwickelte genauere Methoden stimmen heutzutage MD-Simulationen von RNA mit experimentellen Daten immer besser überein. In meiner Doktorarbeit wurden MD-Simulationen durchgeführt um die Dynamik, die Struktur und insbesondere die Stabilität von RNA-Hairpins theoretisch zu beschreiben, um so ein erweitertes Verständnis für die dynamischen Vorgänge zu erhalten. Auch der SFB 579 der Universität Frankfurt beschäftigt sich mit RNA-Systemen. Erforscht wird unter anderem der D-Loop des Coxsackievirus B3 (CVB3), der Virenmyocarditis verursacht. Die Interpretation dieser experimentellen Daten wird durch MD-Simulation möglich. In dieser Arbeit wurden das GROMACS Software-Paket und das AMBER Kraftfeld verwendet, um das strukturelle, dynamische und thermische Verhalten der RNA-Hairpins mit Hilfe von MD-Simulationen auf atomarer Ebene zu untersuchen. Betrachtet wurden die 14-mer RNA-Hairpins, uCACGg und cUUCGg. Die verfügbaren NMR-Strukturen zeigen, dass das uCACGg-Tetraloop auffallend ähnlich in der gesamten Geometrie und den Wasserstoffbindungen zu der experimentellen Struktur des cUUCGg-Tetraloop ist, obwohl die schließende Basenpaarsequenz der beiden Tetraloops unterschiedlich sind. Trotz beachtlicher struktureller Ähnlichkeit unterscheiden sich allerdings die uCACGg und cUUCGg Tetraloops in Funktionalität und Thermostabilität. Zunächst orientiert sich unser erstes Bemühen an der Frage nach einem guten Modell für RNA-Hairpins und Simulationsbedingungen, um die zu untersuchenden RNA-Hairpins in Wasser möglichst realitätsnah zu simulieren. Erstens werden drei Versionen des biomolekularen AMBER-Kraftfelds geprüft, indem man die 60 ns Simulationen des 14-mer uCACGg-Hairpins durchführt. Die simulierten strukturellen Eigenschaften und Atomfluktuationen zeigen hohe Ähnlichkeiten in den drei Kraftfeldern. Darüber hinaus stimmen die von MD-Simulationen berechneten Atomkernabstände mit den experimentellen NMR-Daten gut überein. Die gute Übereinstimmung zwischen den Simulationen und den strukturellen NMR Daten belegt die Fähigkeit des AMBER-Kraftfelds zur Beschreibung der strukturellen Eigenschaft von kleinen RNA-Hairpins. Anschließend werden die Einflüsse der Methoden, welche die langreichweitigen, elektrostatischen Wechselwirkungen beschreiben, auf die strukturellen Eigenschaften untersucht. Insbesondere werden die Ergebnisse der Reaktionfeld-Methode mit denen der Particle Mesh Ewald (PME)-Methode verglichen. Es zeigt sich, dass die PME-Methode die elektrostatischen Wechselwirkungen am besten beschreibt, auch wenn die Simulationen der beiden Methoden Ähnlichkeit in der Struktur-Stabilität und der Atomfluktuation bei niedriger Natriumkonzentration aufweisen. Drittens wird der Kationseffekt auf die RNA-Stabilität untersucht. Betrachtet wurden zwei unterschiedliche Kationen (ein- und zweiwertig) und verschiedene Konzentrationen. Die Simulationen weisen darauf hin, dass sich die Metallionen in der Affinität zum RNA-Hairpin unterscheiden, wenn Na+ und/oder Mg2+ als Gegenionen verwendet werden. Weiterhin wird gezeigt, dass sich die bevorzugten Positionen der Na+-Ionen in der großen Furche (major groove) des RNA-Hairpins befinden. Insbesondere die Anlagerungsort der Na+-Ionen liegen in der Nähe des schließenden Basenpaar U5-G10. Im Vergleich zu Na+-Ionen lagern sich Mg2+-Ionen sowohl an die RNA-Basen U3, A4-U11, und die Phosphat-Gruppe, als auch an das schließenden Basenpaar U5-G10 an. Bestätigt werden die Modelle und Simulationsbedingungen durch den Vergleich von Parametern, die sowohl experimentell als auch durch Simulationen ermittelt werden können. Ferner erlauben MD-Simulationen Einblick in das System, indem sie detallierte Konformations- und andere Verteilungen liefern. In der vorliegenden Arbeit wurden die Einflüsse der Loopsequenz und des schließenden Basenpaares auf die Verteilung der Konformationen, der internen Bewegungen, und auf die Thermostabilität von zwei RNA-Hairpins mit Hilfe dieser Modelle untersucht. Zunächst wurden die strukturellen Eigenschaften bei Raumtemperatur ausgewertet. Die starken strukturellen Ähnlichkeiten und die gute Übereinstimmung mit NMR-Daten bestätigen die Hypothese, dass die zwei Tetraloops zur gleichen “erweiterten” RNA-Familie gehören. Diese zwei Hairpins haben ähnliche Lösemittelzugängliche Oberflächen (solvent accessible surface), wobei deren Lösemittel zugänglichen funktionellen Gruppen unterschiedlich sind. Weiterhin weist das uCACGg-Hairpin eine stärkere Tendenz auf Wasserstoffe abzugeben als das cUUCGg-Hairpin, was in den unterschiedlichen Bindungsaffinitäten zwischen diesen Hairpins und der viralen Protease begründet liegt. Darüber hinaus wurde der Faltungs- und Entfaltungsprozess mit Hilfe der Replica-Exchange-Molekulardynamik-Simulationen untersucht. Diese Untersuchung zielt auf das bessere Verständnis der unterschiedlichen Thermostabilität der Hairpins, indem sie die möglichen Zwischenprodukte im atomaren Detail liefern. Sowohl experimentell als auch von den MD-Simulationen ergibt sich eine Differenz in den Schmelztemperaturen der beiden Hairpins von ungefähr 20 K. Allerdings sind die von MD beobachteten Schmelztemperaturen 20 % höher als die von Experiment zu ansehende Wert. Die Ergebnisse machen deutlich, dass die Schmelztemperaturdifferenz nicht auf die Unterschiede in der Sequenz, in der Struktur, oder in der Dynamik der Loops zurückführen sind, sondern auf die Unterschiede der Basenpaaren in den Stämmen. Weiterhin wird gezeigt, dass sich das uCACGg-Hairpin einerseits kooperativ entfaltet, und die Entfaltung des cCACGg-Hairpins anderseits weniger kooperativ stattfindet. Um die schnelle interne Dynamik der uCACGg- und cUUCGg-Hairpins zu untersuchen, erlauben die Simulationen von 50 ns eine akurate Beschreibung der schnellen internen Bewegung der RNA-Hairpin, obwohl der den Hairpins zugängliche Konformationsraum nicht vollständig abgedeckt wird. Die NMR-Relaxationsparameter, die mit Hilfe der MD-Simulationen zurückgerechnet wurden, bestätigen das Modell und die Simulationsbedingungen der MD-Simulationen. Im Hinblick auf die Übereinstimmung kann man den besten Ansatz zur Berechnung der NMR-Ordnungsparameter bestimmen. In dieser Arbeit wurden drei verschiedene Ansätze angewandt, nämlich das Fitting von 100 ps auf modellfreiem Ansatz nach Lipari-Szabo, equilibrium average, und das Gaussian Axial Fluctuation (GAF)-Modell. Die zwei letzteren können nur qualitativ mit den experimentellen Daten übereinstimmen. Die NMR-Ordnungsparameter können mit Hilfe des Modells von Lipari-Szabo richtig ermittelt werden, wenn sich die interne Bewegung in kleineren Zeitskalen als zur Gesamtbewegung vollzieht. Vorausetzung für die Berechnung dieses Modells ist aber, dass das Fitting der internen Korrelationsfunktionen nur auf den ersten Teil von 100 ps der Korrelationsfunktionen eingesetzt wird. Die berechneten Ordnungsparameter deuten auf ein unterschiedliches Verhalten der beiden Hairpins besonders im Loop-Bereich hin. Die konformationelle Umordnung, die beim UUCG-Loop beobachtet wurde, tritt beim CACG-Loop nicht ein. Zusammenfassend lässt sich sagen, dass es durch den Einsatz von MD Simulationen ermöglicht wird, die strukturellen und dynamischen Eigenschaften der RNA-Systeme auf atomarer Ebene zu untersuchen. Als Schlussfolgerung zeigt diese Doktorarbeit, dass sich die Studie der konformationell Dynamik der RNA-Systeme durch die Kombination aus MD-Simulation und NMR-Spektroskopie sowie der Leistungsfähigkeit der MD-Simulationen, die die interne Bewegungen deutlich beschreiben können, untersuchen lässt.
A detailed understanding of how potassium channels function is crucial e. g. for the development of drugs, which could lead to novel therapeutic concepts for diseases ranging from diabetes to cardiac abnormalities. An improved understanding of channel structure may allow researchers to design medication that can restore proper function of these channels. This is particularly important for KCNQ channels, since four out of five family members are involved in human inherited disease. In addition to structure and function relationships the determinants which govern assembly of KCNQ subunits are decisive to understand the physiological role of the KCNQ channel family members. Many details of KCNQ channel assembly remain incompletely understood. Previous work has shown that the subunit-specific heteromerisation between KCNQ subunits is determined by a ~115 amino acid-long subunit interaction domain (si) within the C-terminus (Schwake et al., 2003). Recently, Jenke et al. (2003) proposed that the C-terminal domains in eag and erg K+ channels act as sites which drive tetramerization. From their ability to form coiled coils, these domains were referred to as tetramerizing coiled-coil (TCC) sequences. Jenke et al. also pointed out that KCNQ channels contain bipartite TCC motifs within their C-termini, exactly within the si domain, which is responsible for the subunit-specific interaction pattern. The first part of this thesis was dedicated to determine the individual role of these TCC domains on homomeric and heteromeric channel formation in order to further characterize the molecular determinants of KCNQ channel assembly. In the second part of this thesis cystein-scanning mutagenesis was employed, followed by thiol-specific modification using MTS reagents to screen more than 20 residues in the S3-S4 linker region and in the S4 transmembrane domain of the KCNQ1 channel to gain information about residue accessibility, the functional effects of thiol-modifying reagents (MTSES), and effects of crosslinking selected pairs of Cys residues by Cd+ ions, which could be used for testing model predictions based upon known Kv channel structures from the literature. According to homology modelling based on the Kv1.2 structure it was attempted to determine the proximity of individual residues from different transmembrane segments using the metal bridge approach (crosslinking by Cd+ ions). This led us to derive structural constraints for interactions between the S4 voltage sensor and adjacent transmembrane segments of KCNQ1. Similar studies have previously been performed on the Shaker K+ channel, which has served as a paradigm for structure-function research of voltage-gated K+ channels for a long time, but little is known for KCNQ channels concerning their similarity to published K+ channel structures.