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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.
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.
The combination of high-throughput sequencing and in vivo crosslinking approaches leads to the progressive uncovering of the complex interdependence between cellular transcriptome and proteome. Yet, the molecular determinants governing interactions in protein-RNA networks are not well understood. Here we investigated the relationship between the structure of an RNA and its ability to interact with proteins. Analysing in silico, in vitro and in vivo experiments, we find that the amount of double-stranded regions in an RNA correlates with the number of protein contacts. This relationship —which we call structure-driven protein interactivity— allows classification of RNA types, plays a role in gene regulation and could have implications for the formation of phase-separated ribonucleoprotein assemblies. We validate our hypothesis by showing that a highly structured RNA can rearrange the composition of a protein aggregate. We report that the tendency of proteins to phase-separate is reduced by interactions with specific RNAs.
De novo fatty acid biosynthesis in humans is accomplished by a multidomain protein, the Type I fatty acid synthase (FAS). Although ubiquitously expressed in all tissues, fatty acid synthesis is not essential in normal healthy cells due to sufficient supply with fatty acids by the diet. However, FAS is overexpressed in cancer cells and correlates with tumor malignancy, which makes FAS an attractive selective therapeutic target in tumorigenesis. Herein, we present a crystal structure of the condensing part of murine FAS, highly homologous to human FAS, with octanoyl moieties covalently bound to the transferase (MAT—malonyl‐/acetyltransferase) and the condensation (KS—β‐ketoacyl synthase) domain. The MAT domain binds the octanoyl moiety in a novel (unique) conformation, which reflects the pronounced conformational dynamics of the substrate‐binding site responsible for the MAT substrate promiscuity. In contrast, the KS binding pocket just subtly adapts to the octanoyl moiety upon substrate binding. Besides the rigid domain structure, we found a positive cooperative effect in the substrate binding of the KS domain by a comprehensive enzyme kinetic study. These structural and mechanistic findings contribute significantly to our understanding of the mode of action of FAS and may guide future rational inhibitor designs.
Since hyperactivity of the protein kinase DYRK1A is linked to several neurodegenerative disorders, DYRK1A inhibitors have been suggested as potential therapeutics for Down syndrome and Alzheimer’s disease. Most published inhibitors to date suffer from low selectivity against related kinases or from unfavorable physicochemical properties. In order to identify DYRK1A inhibitors with improved properties, a series of new chemicals based on [b]-annulated halogenated indoles were designed, synthesized, and evaluated for biological activity. Analysis of crystal structures revealed a typical type-I binding mode of the new inhibitor 4-chlorocyclohepta[b]indol-10(5H)-one in DYRK1A, exploiting mainly shape complementarity for tight binding. Conversion of the DYRK1A inhibitor 8-chloro-1,2,3,9-tetrahydro-4H-carbazol-4-one into a corresponding Mannich base hydrochloride improved the aqueous solubility but abrogated kinase inhibitory activity.
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.
Current metabolomics approaches utilize cellular metabolite extracts, are destructive, and require high cell numbers. We introduce here an approach that enables the monitoring of cellular metabolism at lower cell numbers by observing the consumption/production of different metabolites over several kinetic data points of up to 48 hours. Our approach does not influence cellular viability, as we optimized the cellular matrix in comparison to other materials used in a variety of in‐cell NMR spectroscopy experiments. We are able to monitor real‐time metabolism of primary patient cells, which are extremely sensitive to external stress. Measurements are set up in an interleaved manner with short acquisition times (approximately 7 minutes per sample), which allows the monitoring of up to 15 patient samples simultaneously. Further, we implemented our approach for performing tracer‐based assays. Our approach will be important not only in the metabolomics fields, but also in individualized diagnostics.