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Endolysosomal effectors and their relevance for antiviral activity against the Hepatitis E virus
(2021)
Mit über 20 Millionen registrierter Fälle pro Jahr, repräsentiert das Hepatitis-E-Virus (HEV) eine Hauptursache einer viralen Hepatitis weltweit und stellt ein erhebliches Risiko insbesondere für Schwangere und Immunsupprimierte dar. Jedoch sind Behandlungsoptionen stark limitiert und mit teils schweren Nebenwirkungen verbunden. Neue Erkenntnisse des Wechselspiels zwischen Wirtszelle und HEV werden deshalb benötigt, um neue antivirale Wirkstoffe zu entwickeln. Der Fokus der Arbeit wurde hierbei auf Effektoren des endosomalen Systems gesetzt, welches von HEV zur Freisetzung von Virionen genutzt wird.
Eine virale Infektion führt in der Zelle zur Produktion von Interferonen (IFNs) und weiters zu einer IFN-Antwort. Ein essenzielles Effektormolekül, welches HEV nachweislich effizient repressiert, ist die GTPase guanylate binding protein 1 (GBP1). In dieser Studie wurde beleuchtet, dass Letztere durch eine HEV-Infektion induziert wird. Zusätzlich reduziert die ektopische Expression von GBP1 sowohl die intrazelluläre Menge des HEV Kapsidproteins als auch die Menge freigesetzter Virionen. Mechanistisch liegt diesem Sachverhalt die GBP1-induzierte Inkorporation von Virionen in Lysosomen zugrunde, was schlussendlich deren Abbau nach sich zieht. Erkenntnisse über die Rolle verschiedener GBP1 Proteindomänen innerhalb des Mechanismus wurden unter Verwendung ektopischer Expression von GBP1-Mutanten erlangt. Inkorporation der Mutation R48A führt zum Verlust der GTPase-Aktivität. Andererseits führt eine Inkorporation der Mutation S73A zum Verlust der Homodimerisierung, was die nachfolgende Farnesylierung und gekoppelte Membranassoziation reduziert. Hierbei behält GBP1-R48A Fähigkeiten zur Induktion lysosomalen Abbaus von HEV bei, GBP1-S73A jedoch nicht. Dies wiederum bedeutet, dass eine GBP1 Homodimerisierung notwendig für den antiviralen Mechanismus ist, was eine Adapterfunktion des Moleküls für lysosomale Inkorporation nahelegt. Die Relevanz von GBP1 während einer IFNγ-Antwort wurde deshalb mittels siRNA-basiertem Silencing untersucht. Ähnlich der ektopischen Expression von GBP1 induziert IFNγ die lysosomale Degradation von HEV. In Abwesenheit von GBP1 jedoch, ist dieser Effekt signifikant geringer ausgeprägt, was zu einem Effizienzverlust von IFNy in Bezug auf dessen antiviralen Effekt bedeutet. Dies führte schlussendlich zur Identifizierung von GBP1 als essenziellen Restriktionsfaktor gegen HEV, was seine Rolle in Abhängigkeit seiner Homodimerisierung via Induktion lysosomalen Abbaus erfüllt.
Nebst der Induktion von GBP1, konnte eine Akkumulation von Cholesterin in Lysosomen durch IFNy nachgewiesen werden. Da dieses Lipid einen essenziellen Faktor für endosomale Reifung, Transport und Funktionalität darstellt, wurden Cholesterinspiegel und verbundene transkriptionelle Fußabdrücke im Kontext einer HEV Infektion untersucht. Letztere führt zu einer Dysregulation Cholesterin-assoziierter Genexpression, was eine Reduktion intrazellulären Cholesterins nach sich zieht. Auch in HEV infizierten Patienten liegt eine Abnahme des Serumcholesterins vor. Unter Modulation intrazellulären Cholesterins, wurde deutlich, dass die Inhibition der Cholesterinsynthese durch Simvastatin eine verstärkte Freisetzung von Virionen nach sich zieht, was ebenso in HEV infizierten Patienten nachweisbar war. Im Gegensatz hierzu zieht eine Erhöhung intrazellulären Cholesterins via Supplementierung von Lipoproteinpartikeln niedriger Dichte (LDL) oder 25-Hydroxycholesterin eine signifikante Reduktion des viralen Kapsidproteins und freigesetzter Virionen nach sich. Dem liegt eine verstärkte Inkorporation von HEV in Lysosomen mit anschließender Degradation zugrunde. Ob dieser Mechanismus pharmakologisch nutzbar ist, wurde mittels eines Screenings Lipid modulatorischer Medikamente untersucht. Der p-Glykoprotein Inhibitor PSC833 und besonders der PPARα-Agonist Fenofibrat stellten sich als äußerst effiziente Inhibitoren des HEV heraus. Beide führen zu einer Erhöhung und Akkumulation zellulären Cholesterins in vesikulären Strukturen. Dies zieht eine dramatische Erhöhung lysosomaler Lokalisation von HEV nach sich und führt letzten Endes zu einer signifikanten Reduktion freigesetzter Virionen.
Zusammenfassend konnten in dieser Studie essenzielle Funktionen von GBP1 in Bezug auf dessen restriktiven Effekt gegen HEV identifiziert werden. Weiters wurde dieses als entscheidender Wirtsfaktor für die IFNγ-Antwort gegen das Virus identifiziert. Andererseits legt diese Studie nahe, dass HEV niedrige Cholesterinspiegel innerhalb infizierter Zellen für die Freisetzung von Virionen benötigt. Andererseits sind erhöhte intrazelluläre Cholesterinspiegel schädlich für die virale Freisetzung, da der lysosomale Abbau von Virionen induziert wird. Dies führte zur erfolgreichen Entdeckung eines neuartigen antiviralen Wirkstoffes, welcher diesen cholesterinabhängigen Effekt effizient induziert: Fenofibrat.
Acinetobacter baumannii is an important nosocomial pathogen that requires thoughtful consideration in the antibiotic prescription strategy due to its multidrug resistant phenotype. Tetracycline antibiotics have recently been re-administered as part of the combination antimicrobial regimens to treat infections caused by A. baumannii. We show that the TetA(G) efflux pump of A. baumannii AYE confers resistance to a variety of tetracyclines including the clinically important antibiotics doxycycline and minocycline, but not to tigecycline. Expression of tetA(G) gene is regulated by the TetR repressor of A. baumannii AYE (AbTetR). Thermal shift binding experiments revealed that AbTetR preferentially binds tetracyclines which carry a O-5H moiety in ring B, whereas tetracyclines with a 7-dimethylamino moiety in ring D are less well-recognized by AbTetR. Confoundingly, tigecycline binds to AbTetR even though it is not transported by TetA(G) efflux pump. Structural analysis of the minocycline-bound AbTetR-Gln116Ala variant suggested that the non-conserved Arg135 interacts with the ring D of minocycline by cation-π interaction, while the invariant Arg104 engages in H-bonding with the O-11H of minocycline. Interestingly, the Arg135Ala variant exhibited a binding preference for tetracyclines with an unmodified ring D. In contrast, the Arg104Ala variant preferred to bind tetracyclines which carry a O-6H moiety in ring C except for tigecycline. We propose that Arg104 and Arg135, which are embedded at the entrance of the AbTetR binding pocket, play important roles in the recognition of tetracyclines, and act as a barrier to prevent the release of tetracycline from its binding pocket upon AbTetR activation. The binding data and crystal structures obtained in this study might provide further insight for the development of new tetracycline antibiotics to evade the specific efflux resistance mechanism deployed by A. baumannii.
The formation of oligomers of the amyloid-β peptide plays a key role in the onset of Alzheimer's disease. We describe herein the investigation of disease-relevant small amyloid-β oligomers by mass spectrometry and ion mobility spectrometry, revealing functionally relevant structural attributes. In particular, we can show that amyloid-β oligomers develop in two distinct arrangements leading to either neurotoxic oligomers and fibrils or non-toxic amorphous aggregates. Comprehending the key-attributes responsible for those pathways on a molecular level is a pre-requisite to specifically target the peptide's tertiary structure with the aim to promote the emergence of non-toxic aggregates. Here, we show for two fibril inhibiting ligands, an ionic molecular tweezer and a hydrophobic peptide that despite their different interaction mechanisms, the suppression of the fibril pathway can be deduced from the disappearance of the corresponding structure of the first amyloid-β oligomers.
The development of super-resolution microscopy (SRM) has widened our understanding of biomolecular structure and function in biological materials. Imaging multiple targets within a single area would elucidate their spatial localization relative to the cell matrix and neighboring biomolecules, revealing multi-protein macromolecular structures and their functional co-dependencies. SRM methods are, however, limited to the number of suitable fluorophores that can be imaged during a single acquisition as well as the loss of antigens during antibody washing and restaining for organic dye multiplexing. We report the visualization of multiple protein targets within the pre- and postsynapse in 350–400 nm thick neuronal tissue sections using DNA-assisted single-molecule localization microscopy (SMLM). In a single labeling step, antibodies conjugated with short DNA oligonucleotides visualized multiple targets by sequential exchange of fluorophore-labeled complementary oligonucleotides present in the imaging buffer. This approach avoids potential effects on structural integrity when using multiple rounds of immunolabeling and eliminates chromatic aberration, because all targets are imaged using a single excitation laser wavelength. This method proved robust for multi-target imaging in semi-thin tissue sections with a lateral resolution better than 25 nm, paving the way toward structural cell biology with single-molecule SRM.
Bioactive lipid mediators play a major role in regulating inflammatory processes. Herein, early pro-inflammatory phases are characterized and regulated by prostanoids and leukotrienes, whereas specialized pro-resolving mediators (SPM), including lipoxins, resolvins, protectins, and maresins, dominate during the resolution phase. While pro-inflammatory properties of prostanoids have been studied extensively, their impact on later phases of the inflammatory process has been attributed mainly to their ability to initiate the lipid-mediator class switch towards SPM. Yet, there is accumulating evidence that prostanoids directly contribute to the resolution of inflammation and return to homeostasis. In this mini review, we summarize the current knowledge of the resolution-regulatory properties of prostanoids and discuss potential implications for anti-inflammatory, prostanoid-targeted therapeutic interventions.
Ubiquitin fold modifier 1 (UFM1) is a member of the ubiquitin-like protein family. UFM1 undergoes a cascade of enzymatic reactions including activation by UBA5 (E1), transfer to UFC1 (E2) and selective conjugation to a number of target proteins via UFL1 (E3) enzymes. Despite the importance of ufmylation in a variety of cellular processes and its role in the pathogenicity of many human diseases, the molecular mechanisms of the ufmylation cascade remains unclear. In this study we focused on the biophysical and biochemical characterization of the interaction between UBA5 and UFC1. We explored the hypothesis that the unstructured C-terminal region of UBA5 serves as a regulatory region, controlling cellular localization of the elements of the ufmylation cascade and effective interaction between them. We found that the last 20 residues in UBA5 are pivotal for binding to UFC1 and can accelerate the transfer of UFM1 to UFC1. We solved the structure of a complex of UFC1 and a peptide spanning the last 20 residues of UBA5 by NMR spectroscopy. This structure in combination with additional NMR titration and isothermal titration calorimetry experiments revealed the mechanism of interaction and confirmed the importance of the C-terminal unstructured region in UBA5 for the ufmylation cascade.
11,12-Dihydrodibenzo[c,g]-1,2-diazocines have been established as a viable alternative to azobenzene for photoswitching, in particular, as they show an inverted switching behavior: the ground state is the Z isomer. In this paper, we present an improved method to obtain dibenzodiazocine and its derivatives from the respective 2-nitrotoluenes in two reaction steps, each proceeding in minutes. This fast access to a variety of derivatives permitted the study of substitution effects on the synthesis and on the photochemical properties. With biochemical applications in mind, methanol was chosen as a protic solvent system for the photochemical investigations. In contrast to the azobenzene system, none of the tested substitution patterns resulted in more efficient switching or in significantly prolonged half-lives, showing that the system is dominated by the ring strain.
Membrane-suspended nanopores in microchip arrays for stochastic transport recording and sensing
(2021)
The transport of nutrients, xenobiotics, and signaling molecules across biological membranes is essential for life. As gatekeepers of cells, membrane proteins and nanopores are key targets in pharmaceutical research and industry. Multiple techniques help in elucidating, utilizing, or mimicking the function of biological membrane-embedded nanodevices. In particular, the use of DNA origami to construct simple nanopores based on the predictable folding of nucleotides provides a promising direction for innovative sensing and sequencing approaches. Knowledge of translocation characteristics is crucial to link structural design with function. Here, we summarize recent developments and compare features of membrane-embedded nanopores with solid-state analogues. We also describe how their translocation properties are characterized by microchip systems. The recently developed silicon chips, comprising solid-state nanopores of 80 nm connecting femtoliter cavities in combination with vesicle spreading and formation of nanopore-suspended membranes, will pave the way to characterize translocation properties of nanopores and membrane proteins in high-throughput and at single-transporter resolution.
The p63 gene encodes a master regulator of epidermal commitment, development, and differentiation. Heterozygous mutations in the DNA binding domain cause Ectrodactyly, Ectodermal Dysplasia, characterized by limb deformation, cleft lip/palate, and ectodermal dysplasia while mutations in in the C-terminal domain of the α-isoform cause Ankyloblepharon-Ectodermal defects-Cleft lip/palate (AEC) syndrome, a life-threatening disorder characterized by skin fragility, severe, long-lasting skin erosions, and cleft lip/palate. The molecular disease mechanisms of these syndromes have recently become elucidated and have enhanced our understanding of the role of p63 in epidermal development. Here we review the molecular cause and functional consequences of these p63-mutations for skin development and discuss the consequences of p63 mutations for female fertility.
Fokus meiner Doktorarbeit ist die Anwendung und Entwicklung NMR-spektroskopischer Methoden zur Charakterisierung zeitabhängiger Strukturänderungen von Biomolekülen – von lokalen dynamischen Veränderungen bis zur vollständigen Rückfaltung von Proteinen – und fasst die Ergebnisse meiner drei wichtigsten PhD-Projekte zusammen.
In meinem ersten Projekt habe ich die Leistung eines Temperatursprung-Probenkopfs – mit dem Proben mit hoher Salzkonzentration schnell erwärmt werden können – mithilfe einer Hochfrequenzspule technisch optimiert. Die optimierten Radiofrequenz-Bestrahlungsparameter, Lösungsmittel-bedingungen und der reduzierte Arbeitszyklus führten zu einem Temperatursprung von 20 °C in 400 ms. Ich habe eine Cystein-freie Mutante von Barstar hergestellt, die nach Zugabe von Harnstoff bei 0 °C kalt denaturiert werden kann, während sie ihren gefalteten Zustand bei 30 °C hält. Dadurch wurde auch ermöglicht, dass der Rückfaltungsprozess hunderte Male ohne Abbau oder Aggregation wiederholt werden kann. Die Kombination von reversibler Rückfaltung und rascher Temperaturänderung des kalt denaturierten Barstars ermöglichte die Entwicklung eines neuen kinetischen Experiments, bei dem der Rückfaltungsprozess von Barstar mit einem zweidimensionalen Echtzeit-NMR in hoher Zeitauflösung untersucht wird. Die vollständige Rückgratresonanzzuweisung wurde sowohl für den gefalteten als auch für den kalt denaturierten Zustand von Barstar durchgeführt und ergab, dass in der denaturierten Form beide Prolin-Reste einen gemischten Konformationszustand aufweisen. Dabei befindet sich die Tyr47-Pro48-Amidbindung im ungefalteten Zustand hauptsächlich in trans-, während im gefalteten Zustand in der seltenen cis-Konformation. Das neue hochauflösende kinetische Experiment zeigte, dass die Rückfaltung von Barstar durch die trans-cis-Isomerisierung der Tyr47-Pro48-Amidbindung verlangsamt wird, was sowohl die Sekundärstruktur als auch die Bildung der Tertiärstruktur beeinflusst. Basierend auf diesen Ergebnissen konnte ich einen plausiblen Faltungsmechanismus für den langsamen Faltungsweg von kalt denaturiertem Barstar skizzieren. Durch Änderung der Zeitparameter des Heizungszyklus wurde erreicht, dass die Tyr47-Pro48-Amidbindung im ungefalteten Zustand in der cis-Konformation bleibt und daher der schnelle Faltungsweg dominant wird. Das Starten des Magnetisierungstransfers vor der Temperaturänderung ermöglichte die Aufzeichnung eines Spektrums, das den entfalteten Zustand mit dem gefalteten Zustand korreliert. Dieses Spektrum ermöglichte quantitative Analysen des schnellen Faltungsweges und lieferte sogar indirekte Hinweise auf einen Zwischenzustand. Diese Methode aus Kombination von schnellem Temperatursprung und Kaltdenaturierung zeigt ein hohes Potenzial, Proteinfaltung auf atomarer Ebene experimentell zu untersuchen und ein tieferes Verständnis verschiedener Faltungswege zu erlangen.
In meinem zweiten Projekt – das Teil einer interdisziplinären Forschung war – konzentrierte ich mich auf die NMR-spektroskopische Charakterisierung von Nukleinsäuren, die mit einer photolabilen Schutzgruppe modifiziert wurden. Zuerst wurde mithilfe homonuklearer Korrelationsexperimente eine vollständige Protonresonanzzuweisung erreicht. Danach wurde die relative Konfiguration der photolabilen Schutzgruppen bestimmt basierend auf einer dreidimensionalen Modellstruktur und spezifischer NOE-Korrelationen. Des Weiteren wurde ein Strukturmodell unter Verwendung von NOE-Einschränkungen berechnet. Dieses Strukturmodell zeigte eine eingeschränkte Rotation um die CN-Bindung zwischen dem Käfig und der Nukleobase. Das Modell zeigte auch, dass der Käfig in der Hauptrille positioniert ist und nicht in das Lösungsmittel herausklappt. Im Vergleich zu einem zuvor charakterisierten NPE-Käfig führte die erhöhte Größe zu einer weiteren Senkung des Schmelzpunkts, zeigte jedoch einen geringeren Schmelzpunktunterschied zwischen der S- und der R-Konfiguration des Käfigs, wobei die S-Konfiguration zu einer größeren Reduktion des Schmelzpunktes führt. Dieser Trend wurde weiter untersucht und durch ein Screening unterstützt. Durch selektive Wasserinversions-Rückgewinnungsexperimente konnte ich auch zeigen, dass der Käfig die lokale Stabilität nur bis zu einer Entfernung von zwei benachbarten Basenpaaren von der Modifikationsstelle verringert. Die NOE-Daten dienten auch als guter Bezugspunkt, um die Qualität molekulardynamischer Simulationen zu testen, mit denen zusätzliche Käfigdesigns untersucht wurden. Die Kombination aus Synthese, NMR-Spektroskopie und MD-Simulationen ermöglichte bis jetzt die detaillierteste Untersuchung des Effekts vom Einbau eines einzelnen Käfigs zur Destabilisierung der DNA-Sekundärstruktur. Dabei wurden Einschränkungen des möglichen Designs aufgedeckt, aber auch die Entwicklung einer neuen, effizienteren Struktur ermöglicht.
Mein drittes Projekt konzentrierte sich auf die Charakterisierung eines RNA-Modellsystems. NMR-spektroskopische Daten von kleinen RNA-Modellsystemen – wie NOE, skalare Kopplungen, kreuzkorrelierte Relaxationsraten und RDC – sind eine unschätzbare Referenz für MD-Simulationen, obwohl die Menge der verfügbaren Literaturdaten – bis jetzt – sehr begrenzt ist. ...
Autophagy, together with the ubiquitin-proteasome system, is the main quality control pathway responsible for maintaining cell homeostasis. There are several types of autophagy distinguished by cargo selectivity and means of induction. This thesis focuses on macroautophagy, hereafter autophagy, where a double-layered membrane is formed originating from the endoplasmatic reticulum (ER) engulfing cargo selectively or unselectively. Subsequently, a vesicle forms around the cargo, an autophagosome, and eventually fuses with the lysosome leading to degradation of the vesicle content and release of the cargo “building blocks”. Basal autophagy continuously occurs, unselectively engulfing a portion of the cytoplasm. However, autophagy can also be induced by stress such as starvation, protein aggregation, damaged organelles, intracellular pathogens etc. In this case, the cargo is selectively targeted, and the fate of the autophagosome is the same as in basal autophagy. In recent years, interest in identifying mechanisms of autophagy regulation has risen due to its importance in neurodegenerative diseases and cancer. Given the complexity of the process, its execution is tightly regulated from initiation, autophagosome formation, expansion, closure, and finally fusion with the lysosome. Each of the steps involves different protein complexes, whose timely activity is orchestrated by post-translational modifications. One of them is ubiquitination. Ubiquitin is a small, 76-amino acid protein conjugated in a 3-step reaction to other proteins, in a reversible manner, meaning undone by deubiquitinases. Originally described as a degradation signal targeting proteins to the proteasome, today it is known it has various additional non-proteolytic functions, such as regulating a protein’s activity, localization, or interaction partners. The role of ubiquitin in autophagy has already been shown. However, given the reversibility and fine-tuning of the ubiquitin signal, many expected regulators remain unidentified. This work aimed to identify novel deubiquitinating enzymes that regulate autophagy. We identified ubiquitin-specific protease 11 (USP11) as a novel, negative regulator of autophagy. Loss of USP11 leads to an increase in autophagic flux, whereas overexpression of USP11 attenuates it. Moreover, this observation was reproducible in model organism Caenorhabditis elegans, emphasizing the importance of USP11 in autophagy regulation. To identify the mechanism of USP11-dependent autophagy regulation, we performed a USP11 interactome screen after 4 hour Torin1 treatment and identified a plethora of autophagy-related proteins. Following the most prominent hits, we have investigated versatile ways in which USP11 regulates autophagy. USP11 interacts with the PI3KC3 complex, the role of which is phosphorylating lipids of the ER, thereby initiating the formation of the autophagosomal membrane. Phosphorylated lipids serve as a recruitment signal for downstream effector proteins necessary for the membrane expansion. The core components of the complex are VPS34, the lipid kinase, ATG14, the protein responsible for targeting the complex to the ER, VPS15, a pseudokinase with a scaffolding role, Beclin1, a regulatory subunit, and NRBF2, the dimer-inducing subunit. We have found USP11 interacts with the complex and, based on its activity, USP11 influences post-translational status of all the aforementioned subunits, except for ATG14. Moreover, we have found that loss of USP11 leads to an increase in NRBF2 levels, whereas it does not change the levels of the other proteins. Given that the dimerization of the complex leads to an increase in complex activity, we investigated if the complex is more tightly formed in the absence of USP11, and if it is more active. We have found both to be the case. Although the exact mechanism of USP11-dependent PI3KC3 complex regulation remains to be identified, we found that loss of USP11 stimulates the complex formation and activity, likely contributing to the general effect of USP11 on autophagy flux. Additionally, we found that USP11 modulates levels of mTOR, the most upstream kinase in autophagy initiation steps and general multifaceted metabolism regulator. Loss of USP11 led to downregulation of mTOR levels, suggesting USP11 may rescue mTOR from proteasome-mediated degradation. Furthermore, we found mTOR to be differentially modified depending on the activity of USP11. However, it remains to be shown if USP11-dependent mTOR regulation contributes to the observed autophagy phenotype. Taken together, USP11 is a novel, versatile, negative regulator of autophagy, and an important addition to our knowledge on the regulation of autophagy by the ubiquitin system.
Studies over the past decade have revealed that metabolism profoundly influences immune responses. In particular, metabolism causes epigenetic regulation of gene expression, as a growing number of metabolic intermediates are substrates for histone post-translational modifications altering chromatin structure. One of these substrates is acetyl-coenzyme A (CoA), which donates an acetyl group for histone acetylation. Cytosolic acetyl-CoA is also a critical substrate for de novo synthesis of fatty acids and sterols necessary for rapid cellular growth. One of the main enzymes catalyzing cytosolic acetyl-CoA formation is ATP-citrate lyase (ACLY). In addition to its classical function in the provision of acetyl-CoA for de novo lipogenesis, ACLY contributes to epigenetic regulation through histone acetylation, which is increasingly appreciated. In this review we explore the current knowledge of ACLY and acetyl-CoA in mediating innate and adaptive immune responses. We focus on the role of ACLY in supporting de novo lipogenesis in immune cells as well as on its impact on epigenetic alterations. Moreover, we summarize alternative sources of acetyl-CoA and their contribution to metabolic and epigenetic regulation in cells of the immune system.
The aim of this work was to establish a new way of predicting novel dual active compounds by combining classical fingerprint representation with state-of-the-art machine learning algorithms. Advantages and disadvantages of the applied 2D- and 3D-fingerprints were investigated. Further, the impact of various machine learning algorithms was analyzed. The new method developed in this work was used to predict compounds, which inhibit two different targets (LTA4H and sEH) involved in the same disease pattern (inflammation). The development of multitarget drugs has become more important in recent years. Many widespread diseases like metabolic syndrome, or cancer are of a multifactorial nature, which makes them hard to be treated effectively with a single drug. The new in silico method presented in this work can help to accelerate the design and development of multitarget drugs, saving time and efforts.
The nowadays readily available access to a large number of 3D-structures of biological targets and published activity data of millions of synthesized compounds enabled this study and was used as a starting point for this work. Four different data sets were compiled (crystalized ligands from the PDB, active and inactive compounds from ChEMBL23, newly designed compounds using a combinatorial library). Those data sets were collected and processed using an automated KNIME workflow. This automation has the advantage of allowing easy change and update of compound sources and adapted processing ways.
In a next step, the compounds from the compiled data sets were represented using a variety of well-established 2D- and 3D-fingerprints (PLIF, AtomPair, Morgan, FeatMorgan, MACCS). All those fingerprints share the same underlying bit string scheme but vary in the way they describe the molecular structure. Especially the difference between 2D- and 3D-fingerprints was investigated. 2D-fingerprints are solely based on ligand information. 3D-fingerprints, on the other hand, are based on X-ray structure information of protein-ligand complexes. One major difference between 2D- and 3D-fingerprints usage is the need for a 3D-conformation (pose) of the compound in the targets of interest when using 3D-fingerprints. This additional step is time-consuming and brings further uncertainties to the method.
Based on the calculated fingerprints state-of-the-art machine learning algorithms (SVC, RF, XGB and ADA) were used to predict novel dual active compounds. The models were evaluated by 10-fold cross validation and accuracy as the primary measure of model performance was maximized. Second, individual parameters of the four machine learning algorithms were optimized in a grid search to achieve maximal accuracy using the optimized partitioning scheme. Overall accuracies, regardless of fingerprint and machine learning algorithm, are slightly better for LTA4H than for sEH.
The goal to predict dual active compounds was realized by comparing the set of predicted to be active compounds for LTA4H and sEH. For the 3D-fingerprint PLIF the machine learning algorithm Random Forest was chosen, from which compounds for synthesis and testing were selected. Of 115 predicted to be active compounds, six compounds were cherry picked. Two compounds showed very good/moderate dual inhibitory activity. Of the 2D-fingerprints, the AtomPair fingerprint in combination with the machine learning algorithm Random Forest was chosen from which compounds were selected for synthesis and testing. 116 compounds were predicted to be dual active against LTA4H and sEH. One of those compounds showed good dual inhibitory activity.
In this work it was possible to show advantages and disadvantages of using 2D- and 3D-fingerprints in combination with machine learning algorithms. Both strategies (2D: ligand-based, 3D: structure-based) lead to the prediction of novel dual active compounds with moderate to very good inhibitory activity. The method developed in this work is able to predict dual active compounds with very good inhibitory activity and novel (previously unknown) scaffolds inhibiting the targets LTA4H and sEH. This contribution to in silico drug design is promising and can be used for the prediction of novel dual active compounds. Those compounds can further be optimized regarding binding affinity, solubility and further pharmacological and physicochemical properties.
The production of haploid gametes through meiosis is central to the principle of sexual reproduction. The genetic diversity is further enhanced by exchange of genetic material between homologous chromosomes by the crossover mechanism. This mechanism not only requires correct pairing of homologous chromosomes but also efficient repair of the induced DNA double-strand breaks. Oocytes have evolved a unique quality control system that eliminates cells if chromosomes do not correctly align or if DNA repair is not possible. Central to this monitoring system that is conserved from nematodes and fruit fly to humans is the p53 protein family, and in vertebrates in particular p63. In mammals, oocytes are stored for a long time in the prophase of meiosis I which, in humans, can last more than 50 years. During the entire time of this arrest phase, the DNA damage checkpoint remains active. The treatment of female cancer patients with DNA damaging irradiation or chemotherapeutics activates this checkpoint and results in elimination of the oocyte pool causing premature menopause and infertility. Here, we review the molecular mechanisms of this quality control system and discuss potential therapeutic intervention for the preservation of the oocyte pool during chemotherapy.
Single-molecule localization microscopy (SMLM) reports on protein organization in cells with near-molecular resolution and in combination with stoichiometric labeling enables protein counting. Fluorescent proteins allow stoichiometric labeling of cellular proteins; however, most methods either lead to overexpression or are complex and time demanding. We introduce CRISPR/Cas12a for simple and efficient tagging of endogenous proteins with a photoactivatable protein for quantitative SMLM and single-particle tracking. We constructed a HEK293T cell line with the receptor tyrosine kinase MET tagged with mEos4b and demonstrate full functionality. We determine the oligomeric state of MET with quantitative SMLM and find a reorganization from monomeric to dimeric MET upon ligand stimulation. In addition, we measured the mobility of single MET receptors in vivo in resting and ligand-treated cells. The combination of CRISPR/Cas12a-assisted endogenous protein labeling and super-resolution microscopy represents a powerful tool for cell biological research with molecular resolution.
Tyrosine kinase inhibitors (TKIs) are currently the standard chemotherapeutic agents for the treatment of chronic myeloid leukemia (CML). However, due to TKI resistance acquisition in CML patients, identification of new vulnerabilities is urgently required for a sustained response to therapy. In this study, we have investigated metabolic reprogramming induced by TKIs independent of BCR-ABL1 alterations. Proteomics and metabolomics profiling of imatinib-resistant CML cells (ImaR) was performed. KU812 ImaR cells enhanced pentose phosphate pathway, glycogen synthesis, serine-glycine-one-carbon metabolism, proline synthesis and mitochondrial respiration compared with their respective syngeneic parental counterparts. Moreover, the fact that only 36% of the main carbon sources were utilized for mitochondrial respiration pointed to glycerol-phosphate shuttle as mainly contributors to mitochondrial respiration. In conclusion, CML cells that acquire TKIs resistance present a severe metabolic reprogramming associated with an increase in metabolic plasticity needed to overcome TKI-induced cell death. Moreover, this study unveils that KU812 Parental and ImaR cells viability can be targeted with metabolic inhibitors paving the way to propose novel and promising therapeutic opportunities to overcome TKI resistance in CML.
In a previous study, EphB4 was demonstrated to be a positive regulator of A375-melanoma growth but a negative regulator of tumor vascularization and perfusion. To distinguish between EphB4 forward and ephrinB2 reverse signaling, we used the commercially available EphB4 kinase inhibitor NVP-BHG712 (NVP), which was later identified as its regioisomer NVPiso. Since there have been reported significant differences between the inhibition profiles of NVP and NVPiso, we compared the influence of NVP and NVPiso on tumor characteristics under the same experimental conditions. Despite the different inhibitory profiles of NVP and NVPiso, the comparative study conducted here showed the same EphB4-induced effects in vivo as in the previous investigation. This confirmed the conclusion that EphB4-ephrinB2 reverse signaling is responsible for increased tumor growth as well as decreased tumor vascularization and perfusion. These results are further substantiated by microarrays showing differences between mock-transfected and EphB4-transfected (A375-EphB4) cells with respect to at least 9 angiogenesis-related proteins. Decreased expression of vascular endothelial growth factor (VEGF), angiotensin 1 (Ang-1), and protein kinase B (Akt/PKB), together with the increased expression of tissue inhibitor of metalloproteinase-1 (TIMP-1) and transforming growth factor beta-2 (TGF-β2), is consistent with the impaired vascularization of A375-EphB4 xenografts. Functional overexpression of EphB4 in A375-EphB4 cells was confirmed by activation of a variety of signaling pathways, including the Janus kinase/signal transducers and activators of transcription (JAK/STAT), rat sarcoma virus/rapidly accelerated fibrosarcoma/mitogen activated protein kinase kinase (Ras/Raf/MEK), and nuclear factor kappa-B (NFkB) pathways.
Thiophenylazobenzene: an alternative photoisomerization controlled by lone‐pair⋅⋅⋅π interaction
(2019)
Azoheteroarene photoswitches have attracted attention due to their unique properties. We present the stationary photochromism and ultrafast photoisomerization mechanism of thiophenylazobenzene (TphAB). It demonstrates impressive fatigue resistance and photoisomerization efficiency, and shows favorably separated (E)‐ and (Z)‐isomer absorption bands, allowing for highly selective photoconversion. The (Z)‐isomer of TphAB adopts an unusual orthogonal geometry where the thiophenyl group is perfectly perpendicular to the phenyl group. This geometry is stabilized by a rare lone‐pair⋅⋅⋅π interaction between the S atom and the phenyl group. The photoisomerization of TphAB occurs on the sub‐ps to ps timescale and is governed by this interaction. Therefore, the adoption and disruption of the orthogonal geometry requires significant movement along the inversion reaction coordinates (CNN and NNC angles). Our results establish TphAB as an excellent photoswitch with versatile properties that expand the application possibilities of AB derivatives.
The nuclear farnesoid X receptor (FXR) and the enzyme soluble epoxide hydrolase (sEH) are validated molecular targets to treat metabolic disorders such as non‐alcoholic steatohepatitis (NASH). Their simultaneous modulation in vivo has demonstrated a triad of anti‐NASH effects and thus may generate synergistic efficacy. Here we report dual FXR activators/sEH inhibitors derived from the anti‐asthma drug Zafirlukast. Systematic structural optimization of the scaffold has produced favorable dual potency on FXR and sEH while depleting the original cysteinyl leukotriene receptor antagonism of the lead drug. The resulting polypharmacological activity profile holds promise in the treatment of liver‐related metabolic diseases.
Members of the ATP‐binding cassette (ABC) transporter superfamily translocate a broad spectrum of chemically diverse substrates. While their eponymous ATP‐binding cassette in the nucleotide‐binding domains (NBDs) is highly conserved, their transmembrane domains (TMDs) forming the translocation pathway exhibit distinct folds and topologies, suggesting that during evolution the ancient motor domains were combined with different transmembrane mechanical systems to orchestrate a variety of cellular processes. In recent years, it has become increasingly evident that the distinct TMD folds are best suited to categorize the multitude of ABC transporters. We therefore propose a new ABC transporter classification that is based on structural homology in the TMDs: