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Many processes in living cells involve interaction and cooperation of multiple proteins to fulfill a specific function. To understand biological processes in their full complexity, it is not sufficient to only identify the molecules being involved but also to understand the kinetic aspects of a reaction. Mass spectrometry (MS) is a very powerful tool which allows to precisely identify the molecules of a reaction. Usually this is done with tandem-MS experiments for purpose of de-novo peptide sequencing. However, since this involves protein digestion, a statement of the in-vivo constitution of non-covalently bound protein complexes is not possible. In order to detect an intact protein complex it is necessary to analyze the biological system softly and in a near-native environment with native MS. Native MS allows the non-destructive analysis of these non-covalent protein complexes as well as to detect their components. However, up to now native MS does not offer a possibility to resolve the timing of the constitution of protein complexes on a fast time-scale. Therefore, the progress of reactions on fast time-scales is invisible. However, a method which delivers both types of information - identification of the components of a protein complex, as well as time-resolving their interaction - would be of high interest.
A suitable ionization technique for native MS is laser-induced liquid-bead ion desorption (LILBID). LILBID employs well-defined droplets which are irradiated by IR laser pulses to generate gas phase ions. The not-continuous, repetitive nature of ion generation offers itself to the development of a time-resolved (TR) native MS system which is able to investigate protein complexes on a fast time scale. The LILBID-droplets can serve as reaction vessels if they are levitated in an electrodynamic Paul-trap. This new setup would allow sample manipulation and MS analysis on precise and fast reaction time-scales. The first part of this dissertation presents the construction and characterization of a setup for TR-LILBID-MS.
An example for a complex biological system is the self-assembly of beta-amyloid (Aβ). This small peptide is the major component in plaques related to Alzheimer’s disease. Clinically relevant is especially the 42 amino acid peptide Aβ42 which aggregates from monomers to oligomers through to fibrils. The oligomers are the neurotoxic species in this process and thus of high interest. Nevertheless, standard analytical techniques are unable to detect those oligomers which makes MS an optimal tool to study the oligomerization process of Aβ with the focus on disease relevant oligomers. TR-LILBID-MS allows to follow the oligomerization of Aβ enabling to study molecules which influence this kinetic. Combining MS with ion-mobility spectrometry adds an additional dimension - the collision cross section - to the mass-to-charge ratio obtained from MS. Therewith structural alterations induced by ligands can be correlated to differences in the aggregation kinetic. This allows to draw a picture of the aggregation process of Aβ for the development of disease-relevant small oligomers on a molecular level.
Die Steuerung biochemischer Prozesse oder die Verbesserung von Materialien erfordert zunächst ein tiefgründiges Verständnis über die zugrundeliegenden Systeme. Zur Untersuchung eignet sich Licht als ideales Werkzeug, da hiermit nützliche Informationen über die chemische Struktur, ihre Eigenschaften sowie den zusammenhängenden, schnellen Reaktionsabläufen erhalten werden können. Um die Aufklärung zu erleichtern können kleine, chemische Verbindungen eingeführt werden, welche beispielsweise ein Fluoreszenzmarker, eine photolabile Schutzgruppe oder eine photoschaltbare Verbindung sein können. Von jeweils einem Vertreter dieser Moleküle wurden unterschiedliche Studien durchgeführt, dessen Ergebnisse in dieser Arbeit in insgesamt drei Projekten zusammengefasst werden.
Zunächst wurde die Funktionalität der Helikase RhlB untersucht, die der Familie der DEAD-Box Proteine zugeordnet wird, und RNA-Duplexe in ihre Einzelstränge entwindet. Als RNA-Modellduplex diente JM2h, an dem ein RNA-Einzelstrang fluoreszenzmarkiert war (M2AP6). Die Einführung dieses Markers ermöglichte die Durchführung von statischen Fluoreszenzmessungen sowie von Mischexperimenten, die mit Hilfe der stopped-flow-Technik durchgeführt wurden. In den einleitenden Studien wurde die Helikase weggelassen, wodurch der Fokus auf den Fluoreszenzeigenschaften der RNA gelegt wurde. Die Ergebnisse hierzu zeigten, dass die Fluoreszenzintensität des Einzelstrangs durch Zugabe des komplementären Strangs deutlich abnimmt, wobei das Minimum bei einem äquimolaren Verhältnis erreicht wird. Die dazugehörigen stopped-flow-Messungen zeigten eine Beschleunigung der Hybridisierungsreaktion, wenn höhere Konzentrationen des Gegenstrangs in der Lösung vorhanden waren. Nach anschließender Zugabe der Helikase zur Lösung wurde ein Anstieg der Fluoreszenzintensität erwartet, der vom separierten Einzelstrang M2AP6 herrühren sollte. Dieser Anstieg wurde jedoch erst nach weiterer Zugabe von ATP beobachtet, der auf eine ATP-Abhängigkeit der Entwindungsreaktion von RhlB hindeutet. Diese Abhängigkeit wurde auch bereits für andere Helikasen der DEAD-Box Familie entdeckt. Die korrekte Funktionalität sowie die ATP-Abhängigkeit wurden in stopped-flow-Messungen verfiziert, bei denen der Fluoreszenzanstieg auch zeitaufgelöst betrachtet werden konnte. Für die spektralen Korrekturen der Fluoreszenzspektren wurde ein selbstgeschriebenes MATLAB-Programm namens FluCY verwendet (engl.: Fluorescence Correction & Quantum yield), welches eine schnelle und fehlerfreie Verarbeitung des Datensatzes ermöglichte.
Die zwei im folgenden beschriebenen Projekte handeln von photoaktivierbaren Molekülen. Zum einen photolabile Verbindungen, welche die Funktion z.B. eines Biomoleküls durch eine chemische Modifikation deaktivieren können. Durch eine lichtinduzierte Reaktion kommt es zur Abspaltung der Modifikation und die Funktion ist wiederhergestellt. In dieser Arbeit wurden verschiedene photolabile Schutzgruppen untersucht, die denselben Chromophor BIST (BIsStyryl-Thiophen) tragen. Durch die Einführung dieses Chromophors absorbierten sämtliche untersuchte Verbindungen sehr effizient sichtbares Licht (epsilon(445)=55.700 M^(-1) cm^(-1)), wodurch der photoinduzierte Bindungsbruch mit Wellenlängen durchgeführt werden, die bei einer biologischen Anwendungen keinen Schaden an der Zelle anrichten würden. Hieraufhin wurden in statischen und zeitaufgelösten Absorptionsmessungen Teilschritte der Freisetzungsreaktion untersucht, indem nach Photoanregung die Absorptionsänderungen auf verschiedenen Zeitskalen analysiert wurden. Die ultraschnelle Dynamik im Piko- bis Nanosekundenbereich (10^(-12)-10^(-9) s) wird durch eine spektral breite, positive Absorptionsänderng dominiert. Diese impliziert, dass die Deaktivierung über den Triplettpfad abläuft, der die vergleichsweise niedrigen Freisetzungsausbeuten erklärt (phi(u) < 5). Aufgrund des hohen Extinktionskoeffizienten reichen dennoch bereits niedrige Strahlungsdosen aus, um eine Freisetzung zu initiieren. Der geschwindigkeitsbestimmende Schritt dieser Reaktion ist dem Zerfall des aci-nitro Intermediats zugeordnet. Für ein sekundäres Amin, welches mit BIST geschützt wurde, ist eine Lebensdauer des Intermediats von 71 µs gefunden worden.
In einigen Fällen ist es erwünscht, eine vorliegende Aktivität nicht nur ein-, sondern auch ausschalten zu können, wofür photochrome Verbindungen (oder Photoschalter) verwendet werden. Die in dieser Arbeit untersuchte Verbindung ceCAM ist ein Alken-Photoschalter und vollführt bei Bestrahlung mit Licht eine cis/trans-Isomerisierung. ceCAM ist das Cyanoester-Derivat (ce) von Cumarin-substituierten Allylidenmalonat, von denen beide Konformere sehr effizient sichtbares Licht absorbieren trans: epsilon(489)=50.300 M^(-1) cm^(-1); cis: epsilon(437)=18.600 M^(-1) cm^(-1)). Andere photophysikalische Eigenschaften umfassen u.a. hohe thermische und photochemische Stabilität. Letztere wurde über ein Experiment nachgewiesen, bei dem die lichtinduzierte Isomerisierung alternierend durchgeführt wurde und selbst bei über 250 Zyklen keine signifikate Abnahme der Absorption beobachtet werden konnte. Des Weiteren konnte die Reaktion mit Quantenausbeuten von 39% (trans) und 42% (cis) induziert werden, wobei im photostationären Gleichgewicht auch hohe Isomerenverhältnisse mit bis zu 80% (trans) und 96% (cis) akkumuliert werden konnten. Die Geschwindigkeit der Reaktion wurde mit Hilfe der Ultakurzzeit-Spektroskopie untersucht. Die Dynamik im Zeitbereich von ps-ns zeigte, dass die trans/cis-Isomerisierung unterhalb von 0,5 ns und die umgekehrte Reaktion noch viel schneller (wenige ps) abgeschlossen ist. Durch die Untersuchungen in dieser Arbeit an den BIST-Verbindungen und ceCAM sind viele vorteilhafte, photophysikalische Eigenschaften charakterisiert worden, wodurch sie als verbesserte Alternative zu den bisher bekannten photolabilen Schutzgruppen oder Photoschaltern anzusehen sind.
Since the early 2000s, nucleic acid aptamers have gained considerable attention of life science communities. This is in particular due to the fact that aptamers are known to function as artificial riboswitches, which presents an efficient way to regulate gene expression. A promising candidate is the tetracycline-binding RNA aptamer (TC-aptamer) since the TC-aptamer is known to function in vivo and exhibits a very high affinity towards its ligand tetracycline (TC) (Kd = 800 pM at 10mM Mg2+). Although a highly resolved crystal structure exists in the ligand bound state, questions related to dynamics cannot be answered with X-ray crystallography. In this work, pulsed electron paramagnetic resonance (EPR) spectroscopy was used to study different biochemical and structural aspects of the TC-aptamer.
On the one hand, pulsed hyperfine spectroscopy was used to study the binding of TC via Mn2+ to the TC-aptamer at lower and thus more physiological divalent metal ion concentrations. In a first step, a protocol for the relatively new pulsed hyperfine technique electron-electron double resonance detected NMR (ELDORdetected NMR or just EDNMR) was developed for Q-band frequencies (34 GHz). After a successful verification of the EDNMR technique at Q-band frequencies on Mn2+ model complexes ([Mn(H2O)6]2+ and Mn-DOTA), two dimensional hyperfine techniques were used to confirm the formation of a ternary RNA-Mn2+- TC complex at physiological divalent metal ion concentrations. Correlation signals between 13C (13C-labeled TC) and 31P (from the RNA backbone) to the same Mn2+ electron spin were detected with 2D-EDNMR and triple hyperfine correlation spectroscopy (THYCOS).
On the other hand, pulsed electron-electron double resonance (PELDOR) spectroscopy on a doubly nitroxide-labeled TC-aptamer was used to investigate the conformational rearrangement upon ligand binding and how the conformational flexibility is affected by different Mg2+ concentrations. The Çm spin label was used as a nitroxide spin probe. Due to its rigidity and low degree of internal flexibility, the Çm spin label yields very narrow distance distributions and pronounced orientation selection (OS). As a consequence, the width of the distance distributions can be used to draw conclusions about the conformational flexibility of the spin-labeled helices. Analysis of the distance distributions showed that at high Mg2+ concentrations, the TC-aptamer is in its folded state, irrespective of the fact if TC is present or absent. Orientation selective PELDOR revealed that the orientation of the spin-labeled helices in frozen solution is the same as in the crystal structure. First Mn2+-nitroxide pulsed electron electron double resonance (PELDOR) measurements on a singly nitroxide-labeled and Mg2+/Mn2+-substituted TCaptamer at different Mn2+ concentrations in the presence and absence of TC gave insight into the affinities of the additional divalent metal ion binding sites of the TC-aptamer.
In the recent years, myxobacteria have emerged as a novel source of natural compounds with structural diversity and biological activity for drug discovery. In this work, the two myxobacterial compounds archazolid and vioprolide were characterized for their potential pharmacological effects in vascular endothelial cells. Archazolid is a wellestablished v-ATPase inhibitor found in Archangium gephyra and Cystobacter spec. As the v-ATPase represents a promising target in cancer treatment, the effects of archazolid have been intensively studied in cancer cells, but rarely in endothelial cells. Vioprolide is an antifungal and cytotoxic metabolite obtained from Cystobacter violaceus. There are only few studies on vioprolide, most of them focusing on its biosynthesis. Preliminary studies revealed that it inhibited TNF-induced expression of ICAM-1, indicating possible anti-inflammatory properties. As the endothelium plays an important role in cancer and inflammation, it represents an attractive drug target. Therefore, the archazolid and vioprolide were investigated regarding their effects on endothelial cells.
V-ATPase inhibition by archazolid resulted in anti-tumor and anti-metastatic effects in vitro and in vivo. Archazolid was used to study the consequences of v-ATPase inhibition in endothelial cells that might contribute to the anti-metastatic activities observed in vivo. To analyze the impact of archazolid on the interaction endothelial and cancer cells, in vitro cell adhesion and transmigration assays were performed using primary HUVEC or immortalized HMEC-1 and different cancer cell types (MDA-MB-231, PC-3 and Jurkat cells). For these experiments, only the endothelial cells were treated with archazolid. VATPase inhibition by archazolid led to an increased adhesion of the metastatic breast cancer cell line MDA-MB-231 and prostate cancer cell line PC-3 onto endothelial cells whereas the adhesion of Jurkat cells was unaffected. Interestingly, archazolid treatment of HUVECs decreased the transendothelial migration of MDA-MB-231 cells. Endothelial ICAM-1, VCAM-1, E-selectin and N-cadherin are potential ligands of interacting cancer cells. Therefore, the mRNA and surface protein levels of these cell adhesion molecules were measured via qRT-PCR and flow cytometry, respectively. These adhesion molecules were not responsible for the archazolid-induced cancer cell adhesion, as archazolid treatment of HUVECs did not upregulate their mRNA or surface expression. Instead, cell adhesion assays using a monoclonal antibody against integrin subunit β1 showed that β1-integrins expressed on MDA-MB-231 and PC-3 cells mediated the archazolid-induced cancer cell adhesion. Cell adhesion assays onto plastic coated with ECM components which are the major ligands of β1-integrins, revealed that MDA-MB231 and PC-3 cells preferably interact with collagen. So next, we investigated the influence of archazolid on surface collagen levels in HUVECs by immunostaining, which demonstrated an increase of nearly 50 % upon archazolid treatment. We confirmed the hypothesis that the expression and activity of cathepsin B, a lysosomal enzyme that degrades extracellular matrix components including collagen, was inhibited by archazolid in endothelial cells. Finally, overexpression of cathepsin B reduced the cancer cell adhesion on archazolid-treated HUVECs, but also in control cells, indicating a negative correlation between cathepsin B expression and cancer cell adhesion.
The influence of vioprolide on the interaction of endothelial cells with leukocytes was analyzed by in vitro cell adhesion assays using HUVECs and primary monocytes, THP-1 or Jurkat cells. Vioprolide inhibited the adhesion of these cells onto TNF-activated HUVECs. In addition, the endothelial-leukocyte interaction was observed in vivo by intravital microscopy in the mouse cremaster muscle. Vioprolide prevented the TNFinduced firm adhesion and transmigration of leukocytes, while leukocyte rolling was not affected. ICAM-1, VCAM-1 and E-selectin are cell adhesion molecules, which are upregulated by TNF and mediate leukocyte adhesion onto endothelial cells. Therefore, flow cytometric analysis was performed to measure their surface expression. Vioprolide significantly decreased TNF-induced expression of surface ICAM-1, VCAM-1 and E-selectin, which was in line with the in vitro results. In vivo, vioprolide may act in a different way on E-selectin expression, so that leukocyte rolling, which is governed by E-selectin, remained unaffected. qRT-PCR experiments revealed that the mRNA expression of ICAM-1 and VCAM-1 were also reduced by vioprolide, indicating a regulation on transcriptional level. In contrast, the mRNA expression of E-selectin was not decreased at the timepoint when surface protein expression was diminished. The induction of these cell adhesion molecules is mainly mediated by the transcription factor NFκB. A Dual-Luciferase® reporter assay was used to study the impact of vioprolide on the TNF-induced NFκB promotor activity. Vioprolide blocked the TNF-induced NFκB promotor activity while the TNF-induced IκBα degradation and nuclear translocation of the NFκB subunit p65 was not altered by vioprolide. Western blot analysis revealed that vioprolide had no effect on the activation of MAPK (p38, JNK) and AKT by TNF, which could interfere with the NFκB-dependent gene expression.
Taken together, archazolid and vioprolide are interesting myxobacterial compounds with different modes of actions. The study suggests that the v-ATPase inhibitor archazolid impairs the expression and activity of cathepsin B in endothelial cells, which leads to a higher amount of collagen on the endothelial surface. As a result, the adhesion of β1-integrin expressing metastatic cancer cells onto archazolid-treated endothelial cells increased while transendothelial migration was reduced. Further, archazolid represents a promising tool to elucidate the role of v-ATPase in endothelial cells. Vioprolide was able to prevent TNF-induced endothelial-leukocyte interaction in vitro and in vivo by interfering with NFκB-dependent gene expression. Further research is required to enlighten the underlying mechanism and the direct target of vioprolide.
Protein quality control (PQC) machinery is in charge of ensuring protein homeostasis in the cell, i.e. proteostasis. Chaperones assist polypeptides throughout their maturation until functionality is achieved. This process might be disrupted in the presence of mutations or external damaging agents that affect the folding and stability of proteins. In this case, proteins can be efficiently recognized and targeted for degradation in a controlled manner. Ubiquitylation refers to the covalent attachment of one or more ubiquitin moieties to faulty proteins, thus triggering their degradation by the 26S proteasome.
More than 30% of proteins need cofactor molecules. Lack of cofactors renders proteins non-functional. We wanted to understand how the PQC deals with wild-type proteins in the absence of their cofactors. Several studies have indicated the importance of the riboflavin-derived cofactor FAD in the stability of individual flavoproteins, and hence we assumed that loss of flavin should mediate a targeted degradation of this group of proteins. Indeed, our mass spectrometry experiments showed that flavoproteome levels decreased under riboflavin starvation. The oxidoreductase NQO1 was used as a model enzyme to further investigate the mechanism of flavoproteome targeting by the PQC. We showed that cofactor loading determines ubiquitylation of NQO1 by the co-chaperone CHIP, both in vivo and in vitro. Furthermore, subtle changes in the C-terminus of NQO1 in the absence of FAD seemed to be crucial for this recognition event. ApoNQO1 interactome differed from holoNQO1. Chaperones and degradation factors were enriched on NQO1 upon cofactor withdrawal, probably to support maturation and prevent aggregation of the enzyme.
Loss of protein folding and stability, even to a small extent, can enhance the aggregating behavior of proteins. Proper loading with FAD reduced the co-aggregation of NQO1 with Aβ1-42 peptide. We assumed that the flavoproteome might represent aggregating-prone species under riboflavin deprivation. Supportingly, reversible apoNQO1 aggregates were observed in vivo in the absence of cofactor. General amyloidogenesis in vivo also increased under these conditions, apparently as a result of flavoproteome destabilization. In this context, we think that our data might have important implications considering the onset and development of conformational diseases.
This work has shed some light on the therapeutic implications of riboflavin deficiency as well. The sensitivity of melanoma cells towards the alkylating agent methyl methanesulfonate (MMS) increased under riboflavin starvation. Subsequent analyses indicated that a complex metabolic reorganization, mostly affecting proliferation and energy metabolism, occurs in response to starvation. What we suggest to call “flavoaddiction” can be understood as the dependence of melanoma cells on the flavoproteome structural and functional intactness to survive chemotherapy. Understanding this cellular reprogramming in detail might reveal new possibilities for future therapies.
Proteostasis stressors that destabilize the cellular proteome, like heat shock, trigger transcription and translational reactions leading to the accumulation of heat shock proteins, also called molecular chaperones. During stress, induction of stress response genes is prioritized so that molecular chaperones and other stress response proteins are synthesized to cope with proteome misfolding and aggregation. In order to promote the selective translation of stress-specific genes, translation of others genes that are nonessential for cell survival has to stop. Nonessential protein-coding mRNAs accumulate in the cytosol with the associated proteins to form granular structures called stress granules (SG). These membrane-less organelles are thought to be involved in cell survival, mRNA stabilization and mRNA triage. They were proposed to form via the liquid-liquid phase separation which can be triggered by the high local concentration of RNA-binding proteins. mRNAs were long thought to simply play a scaffolding role by bringing RNA-binding proteins together and allowing their concentration and local aggregation. Recently, the active role of mRNAs in the SG assembly became apparent, too. For example, the spontaneous assembly of total yeast RNA into granules was observed, and these RNA granules showed a large overlap with SG transcriptome. Furthermore, cytosolic mRNAs can be released from polyribosomes under stress and be exposed to the cytosolic contents as free mRNAs. It has been suggested that this massive increase of free mRNA in the cytosol might overload the capacities of RNA-stabilizing proteins. The remaining free mRNA molecules would then become exposed to misfolded and aggregation-prone proteins and trigger granulation.
We investigated the role of free mRNAs in different stress conditions during the early and chronic phases of stress response and explored their involvement in SGs assembly and amlyoidogenesis. We identified and studied the interactome of a free mRNA probe incubated with heat shocked cell lysate by means of quantitative mass spectrometry. Proteomics analysis allowed us to identify 79 interactors of free mRNA. Among these interactors, we focused on the translation initiation factor eIF2α and on the RNA methyltransferase TRMT6/61A. Both interactions were verified biochemically, which confirmed that the association is enhanced in heat shocked lysate. In vitro reconstitution showed that free mRNA and TRMT6 interact directly. Ex vivo pulldowns revealed that eIF2α and TRMT6/61A interact under stress conditions and that this interaction is RNA-dependent.
TRMT6/61A is a tRNA methytransferase responsible for the methylation of the adenosine 58 at the position 1 producing m1A. However, also mRNAs have been recently found to be methylated by TRMT6/61A. Our bioinformatics analyses revealed that significantly more mRNAs enriched in SG contain the motif for methylation than SG-depleted mRNAs. We hypothesized that m1A methylation of mRNAs could constitute a tag for the mRNAs targeting to SGs. TRMT61A knock-down (KD) cell lines were generated using the CRISPR-Cas9 technique. In TRMT61A KD cells, m1A was significantly reduced on mRNAs, which correlated with an increased sensitivity of the cells to proteostasis stress. KD cells also showed defects in SG assembly. In heat shocked cells, an m1A motif-containing mRNA recovered better after returning to normal temperature than a control mRNA with mutated motif. In addition, we could isolate SGs and analyze their m1A and m6A content by mass spectrometry. While m6A content in SG mRNAs was very similar to cytosolic mRNAs, m1A was almost 8 times enriched in SGs. Thus, we could confirm experimentally the results of the bioinformatics analysis and directly support the hypothesis that m1A is a tag to direct mRNAs for sequestration. Finally, we compared amyloidogenesis in wild-type and TRMT61A KD cell lines. Cells with reduced levels of TRMT61A demonstrated an increased accumulation of transfected Aβ and an impaired aggregate clearance. Various assays led us to conclude that the lack of m1A deposition on mRNAs enhanced RNA co-aggregation with amyloids.
Based on our results, we propose a model explaining the fate of free mRNA during proteostasis stress. Upon polysome disassembly, free mRNA is released and becomes free to interact with other proteins, including the methyltransferase TRMT6/61A. TRMT6/61A methylates the freed mRNAs containing the cognate motif. The m1A tag then targets mRNAs to SGs promoting sequestration. Upon stress release, SGs disassemble, thus releasing rescued mRNAs which could now reenter translation and support cell recovery. On the other hand, non-sequestered mRNAs increasingly co-aggregate with aggregating proteins. Thus, deficiency of the N1-adenine methylation of mRNAs due to the lack of TRMT6/61A increases the amount of unpacked mRNAs. The deposition of m1A on mRNAs could then be a way to protect them during exposure to stress, to limit their co-aggregation with misfolded proteins and to allow a faster recovery upon stress release.
Objectives: The objective of this review is to provide an overview of PK/PD models, focusing on drug-specific PK/PD models and highlighting their value-added in drug development and regulatory decision-making.
Key findings: Many PK/PD models, with varying degrees of complexity and physiological understanding, have been developed to evaluate the safety and efficacy of drug products. In special populations (e.g. pediatrics), in cases where there is genetic polymorphism and in other instances where therapeutic outcomes are not well described solely by PK metrics, the implementation of PK/PD models is crucial to assure the desired clinical outcome. Since dissociation between the pharmacokinetic and pharmacodynamic profiles is often observed, it is proposed that physiologically-based pharmacokinetic (PBPK) and PK/PD models be given more weight by regulatory authorities when assessing the therapeutic equivalence of drug products.
Summary: Modeling and simulation approaches already play an important role in drug development. While slowly moving away from “one-size fits all” PK methodologies to assess therapeutic outcomes, further work is required to increase confidence in PK/PD models in translatability and prediction of various clinical scenarios to encourage more widespread implementation in regulatory decision-making.
Epigenetic mechanisms largely influence how genetic information on DNA level is translated into different phenotypes. DNA methylations and histone post-translational modifications make up what is referred to as "epigenetic landscape", an interconnected pattern that regulates access to genes and serves as platform for specific binding partners. The epigenetic landscape is maintained by "writers", which add the modifications, "erasers", which delete the modifications and "readers" which specifically bind modifications and mediate their location to other proteins connected to transcription. In the context of acetylations, which are the focus of this thesis, the writers are called histone acetyl transferases (HATs), the erasers are called histone deacetylases (HDACs) and the readers comprise Bromodomains (BRDs) as well as Yaf9, ENL, AF9, Taf14, Sas5 (YEATS) domains. An aberrant epigenetic landscape and mutated forms of epigenetic readers can lead to diseases including cancer and inflammatory diseases, making epigenetic reader domains attractive drug targets.
The focus of this thesis were YEATS domains and the development of inhibitors for this new class of epigenetic readers. Eleven-nineteen-leukemia protein (ENL) and ALL1-fused gene from chromosome 9 protein (AF9) are also part of the super elongation complex and are common fusion partners of mixed lineage leukemia protein (MLL) in acute myeloid leukemia (AML) (Wan et al., 2017, Erb et al., 2017). In this thesis, the first ligand-free crystal structure of ENL YEATS revealed an inherent flexibility of the Y78 side chain in the aromatic triad and two conserved water molecules. Soaking experiments led to the first co-crystal structures between a YEATS domain and small molecule inhibitors and defined prerequisites for ENL YEATS inhibitor scaffolds. The discovered inhibitory fragments had a central amide bond in common, which replaced one of the two conserved water molecules to form beta-sheet-like hydrogen bonds between the loop 6 backbone and the S58 side chain. The amide bond was flanked by two aromatic moieties, of which one stacks with H56 in the front pocket and the other interacts with the aromatic triad in the rear pocket. The development of the first chemical probe for ENL/AF9, SGC-iMLLT, show that the affinity is increased to low nanomolar levels if the rear flanking aromatic moiety forms additional hydrogen bonds with loop 6 and the side chain of E75 (Moustakim et al., 2018). In case of the probe, this is achieved with a 2-methyl-pyrrolidine-benzimidazole moiety. The probe binds with high affinity to ENL (129 nM) and AF9 (77 nM) and shows no significant affinity towards other human YEATS domains or BRDs. Target engagement was shown by fluorescence recovery after photobleaching (FRAP), cellular thermal shift assay (CETSA) and in case of AF9 also with NanoBRET. The probe changed the expression of three AML-related genes (MYC, dendrin and CD86) in MV4;11 cells, encouraging application of this probe in more AML cell lines.
An essential part of the animal survival strategy comprises the ability to control body movement and coordinate long-term navigational strategies, in order to maintain locomotion towards a nutrition source and stay in its vicinity. In the nematode Caenorhabditis elegans (C. elegans) this function is carried out by neuronal circuits, that vary their activity in response to diverse environmental condition.
This comprises different classes of neurons, acting together in a sensory, signaling and modulatory system to control body posture and induce behavioral responses. For this reason, one particular goal in the field of neuroscience research is to elucidate the mechanisms of how neuronal circuits integrate multiple sensory cues to navigate the environment. Aim of this study was to analyze the function of a neuronal network comprising the interneurons AVK, as well as the identification of signaling molecules, controlling body posture during food related locomotory behavior. This should be achieved by establishing optogenetic approaches, which provide a non inversive and temporally precise control of neuronal activity and drives the activation or silencing of individual neurons, to alter the neuronal basis of behavior. Animals exposed to food perform a dwelling-like behavior, characterized by a slowing of locomotion with a reduced crawling distance and an irregular movement, accompanied by a high frequency of pauses, reversals and directional changes. Upon food-removal, they initiate a local-search behavior with the same behavioral characteristics, but with a more pronounced sinusoidal movement. After a prolonged period of unsuccessful food finding, animals exhibited long runs with reduced pauses, reversals and turnings, increasing their maximal covered distance, indicated as dispersal behavior. Acute photoinhibition of AVK neurons, mediated by cell-specific expression of halorhodopsin (NpHR) caused the animals to perform a dwelling-like locomotory state with increased bending angles, as seen during local-search behavior. Thus, food-induced behavioral effects are mimicked by the optogenetic manipulation of AVK interneurons.
In this study, signaling molecules were ascertained by cell specific mRNA profiling of AVK neurons, mediating these behavioral responses. It was able to demonstrate, that flp-1, coding for a FMRFamidelike neuropeptide, is one of the genes with the highest distribution in AVK. In the absence of food, AVK neurons continuously release the FMRFamide-like neuropeptide FLP-1 to inhibit a subset of target motoneurons, leading the animals to maintain a low body curvature to promote dispersing behavior.
Conversely, if AVK was inhibited by NpHR or the presence of food, less FLP-1 was secreted to the body fluid, indicated by reduced intracellular fluorescence levels of mCherry-tagged FLP-1 proteins in the scavenger cells. The search of a FLP-1 receptor was successful by in vitro investigation on G protein-coupled receptors (GPCRs) and neuropeptide ligands, revealing NPR-6 to be activated by FLP-1 neuropeptides, but with a low potency. Expression pattern of the NPR-6 receptor indicated receptor localization in in the VC ventral cord and SMB head motoneurons, as well as in a subset of other neurons required for chemosensation and feeding. AVK interneurons are highly coupled to SMB head motoneurons, forming electrical synapses composed of the gap junction protein subunits UNC-7 and UNC-9. Elimination of SMB or gap junction genes using cell ablation and RNA interference, respectively, phenocopied effects of AVK inhibition on bending angles. Furthermore, this study was able to demonstrate that these neurons get inhibited during FLP-1 transmission to the NPR-6 receptor, which was required to mediate AVK effects on crawling behavior. Consequently, photoinhibition of AVK caused disinhibition of VC and SMB neurons, in order to enhance sinusoidal movement and to induce a local-search related locomotory behavior.
Thereby, FLP-1 neuropeptide transmission is the preferred used signaling pathway over direct gap junction coupling. Additional neuropeptides and receptors were identified to be essential downstream to AVK neurons to mediate effects on body curvature and locomotory behavior as well. The high-potency FRPR-7 receptor was shown to mediate FLP-1 peptide effects on undulatory motion during swimming in a liquid environment, rather than crawling locomotion on a solid surface. This result suggests that the receptor NPR-6 is required for FLP-1 peptide effects on bending and crawling locomotion, whereas conversely the receptor FRPR-7 is addressed by FLP-1 peptides to exclusively regulate swimming behavior. The FRPR-7 receptor is expressed in the AIM and NSM motoneurons, which are suggested to be the primary neuronal candidates mediating swimming behavior. Furthermore, this study provides evidence, that FRPR-7 acts in the DVC interneuron to control spontaneous reversal behavior, most probably by inhibitory FLP-1 signaling from the AVK neurons. Among other neuropeptides, the FMRFamide-like peptide FLP-26 binds with higher affinity to NPR-6 receptors than FLP-1 peptides. FLP-26 peptides are expressed in the SMB motoneurons, where they are able to further potentiate FLP-1 inhibitory effects by simultaneous binding to NPR-6.
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Polyketide synthases (PKSs) are large megaenzymes that occur in bacteria, fungi, and plants and produce polyketides, a class of secondary metabolites. Many polyketide natural products exhibit high biological activities e.g. as antibiotics or anti-fungal compounds. The modular architecture of assembly line PKSs makes them exciting targets for engineering approaches via the exchange of whole modules or single domains. Although many engineering attempts have been pursued over the last three decades, the resulting chimeric PKSs often exhibit decreased turnover rates or diminished product yields.
In this thesis, new approaches to engineer chimeric PKSs were explored, each targeting a different aspect of the chimeric system: First the relative contribution of protein-protein and protein-substrate recognition on the turnover of chimeric PKS was assessed, revealing the importance of protein-protein interactions between the acyl carrier protein (ACP) and the ketosynthase (KS) domain in the chain translocation step. Directed evolution experiments followed to optimize the protein-protein interaction across a chimeric interface. Additionally, different junction sites for the generation of chimeric PKSs were compared, showing the ability for recombination without interfering with the chain translocation reaction, and highlighting the use of SYNZIP domains to bridge PKS modules. To optimize chimeric PKSs even further, multipoint mutagenesis of KS domains was established, with positive effects on the activity of chimeric systems.
To support engineering attempts, several structure elucidation techniques were combined with in silico modeling to characterize the architecture of a PKS module and the domain-domain interactions within it. Preliminary results show a strong conformational flexibility of the PKS module and the great potential of these techniques to define the multitude of transient interactions in PKS modules.