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Chemical language models enable de novo drug design without the requirement for explicit molecular construction rules. While such models have been applied to generate novel compounds with desired bioactivity, the actual prioritization and selection of the most promising computational designs remains challenging. Herein, we leveraged the probabilities learnt by chemical language models with the beam search algorithm as a model-intrinsic technique for automated molecule design and scoring. Prospective application of this method yielded novel inverse agonists of retinoic acid receptor-related orphan receptors (RORs). Each design was synthesizable in three reaction steps and presented low-micromolar to nanomolar potency towards RORγ. This model-intrinsic sampling technique eliminates the strict need for external compound scoring functions, thereby further extending the applicability of generative artificial intelligence to data-driven drug discovery.
In der vorliegenden Arbeit wurde ein integrativer Netzwerkmodellierungsansatz gewählt, um die Rolle des Endothels im Kontext der Arteriosklerose zu untersuchen. Hierbei wurden bioinformatische Analysen, laborexperimentelle Versuche und klinische Daten vereinigt und aus dieser Synthese neue klinisch relevante Gene identifiziert und beschrieben.
Das Endothel trägt maßgeblich zur Homöostase des vaskulären Systems bei und eine Dysfunktion des Endothels fördert die Entstehung der Arteriosklerose. Im Zuge der Atherogenese entstehen vermehrt reaktive Sauerstoffspezies, die Lipide in der Membran von Plasma-Lipoprotein-Partikeln und in der zellulären Plasmamembran oxidieren. Eine Gruppe solcher oxidierter Membranlipide ist oxPAPC, das in erhöhter Konzentration in arteriosklerotischen Plaques und lokal an Orten chronischer Entzündung im vaskulären System vorkommt. Weitherhin findet sich diese Gruppe von oxidierten Phospholipiden in oxidierten LDL-Partikeln, in denen oxPAPC die Bindung an Makrophagen vermittelt und hierdurch maßgeblich zur Bildung der Schaumzellen und damit zum arteriosklerotischen Prozess beiträgt. Die durch oxPAPC verursachte Veränderung der Endothelzelle ist bisher wenig erforscht. Es ist jedoch bekannt, dass oxPAPC die Transkriptionslandschaft in Endothelzellen tiefgreifend verändert. Um der Komplexität der Endothelzellveränderung gerecht zu werden, wurde ein bayesscher Ansatz angewendet.
In einem ersten Schritt wurden Expressionsprofile von humanen Aortenendothelzellen (HAEC) aus 147 Herztransplantatspendern verwendet. Diese Expressionprofile enthalten Transkriptionsinformationen der 147 HAEC, die mit oxPAPC oder Kontrollmedium behandelt worden waren. Es wurden signifikant koexprimierte Gene identifiziert und hiervon Gen-Paare berechnet, die einen differentiellen Vernetzungsgrad zwischen Kontroll- and oxPAPC-Status aufweisen. Dieses Netzwerkmodell gibt darüber Aufschluss, welche Gene miteinander in Verbindung stehen. 26759 Gene-Paare, die differentiell verbunden und signifkant koexprimiert waren, wurden hierarchisch gruppiert. Es wurden neun Gen-Gruppen mit einer erhöhten und elf Gen-Gruppen mit einer verminderten Konnektivität nach oxPAPC identifiziert. Gruppe 6 der erhöhten Konnektvitäts-Gruppen wies hierbei die höchste kohärente Konnektivität von allen Gruppen auf. Eine Analyse signifikant überrepräsentierter kanonischer Gensätze ergab, dass diese Gruppe insbesondere Serin-Glycin-Aminosäuremetabolismus, tRNA- und mTOR-Aktivierung wiederspiegelte. Der hier gewählte Netzwerkmodellierungsansatz zeigte auf, dass der Aminosäuremetabolismus durch oxidizerte Phospholipide massiven Veränderungen unterworfen ist.
Um den Mechanismus der Veränderung des Aminosäuremetabolismus näher zu untersuchen, wurden bayessche Netzwerkmodelle verwendet. Dieses Netzwerkmodell enthält im Gegensatz zum differentiellen Koexpresssionsmodell gerichtete Informationen innerhalb des Netzwerkgraphes. Die Gen-Gen Verbindungen sind kausal, wodurch sich eine Hierarchie bildet und Schlüsselfaktoren innerhalb des Netzwerks bestimmt werden können. Durch die Integrierung von Expressionsprofilen und Genomprofilen derselben HAEC-Kohorte und der Inferenz von kausalen Gen-Gen-Verbindungen ergaben sich zwei bayessche Netze: Kontroll- und oxPAPC-Netzwerk. Permutationsuntersuchungen und systematische Beurteilung im Vergleich zu Gen-Gen-Verbindungen in Online-Datenbanken zeigten eine erhöhte Prognosefähigkeit der beiden HAEC bayesschen Netze. Es wurden die Schlüsselfaktoren und deren Teilnetzwerke berechnet und auf biologische Wege hin untersucht. Hierbei wurde das mitochondriale Protein MTHFD2 als ein Schlüsselfaktor für ein Teilnetzwerk des oxPAPC bayesschen Netzes identifiziert. Dieses Teilnetz zeigte eine ähnliche Gensatzanreicherung wie GOC-AA und überlappte mit diesem signifikant.
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Pancreatic cancer is a common malignant tumor with a high incidence and mortality rate. The prognosis of patients with pancreatic cancer is considerably poor due to the lack of effective treatment in clinically. Despite numerous studies have revealed that baicalein, a natural product, is responsible for suppressing multiple cancer cells proliferation, motility and invasion. The mechanism by which baicalein restraining pancreatic cancer progression remains unclear. In this study, we firstly verified that baicalein plays a critical role in inhibiting pancreatic tumorigenesis in vitro and in vivo. Then we analyzed the alteration of microRNAs (miRNAs) expression levels in Panc-1 cells incubated with DMSO, 50 and 100 μM baicalein by High-Throughput sequencing. Intriguingly, we observed that 20 and 39 miRNAs were accordingly up- and down-regulated through comparing Panc-1 cells exposed to 100 μM baicalein with the control group. Quantitative PCR analysis confirmed that miR-139-3p was the most up-regulated miRNA after baicalein treatment, while miR-196b-5p was the most down-regulated miRNA. Further studies showed that miR-139-3p induced, miR-196b-5p inhibited the apoptosis of Panc-1 cells via targeting NOB1 and ING5 respectively. In conclusion, we demonstrated that baicalein is a potent inhibitor against pancreatic cancer by modulating the expression of miR-139-3p or miR-196b-5p.
F-type ATP synthases are multiprotein complexes composed of two separate coupled motors (F1 and FO) generating adenosine triphosphate (ATP) as the universal major energy source in a variety of relevant biological processes in mitochondria, bacteria and chloroplasts. While the structure of many ATPases is solved today, the precise assembly pathway of F1FO-ATP synthases is still largely unclear. Here, we probe the assembly of the F1 complex from Acetobacterium woodii. Using laser induced liquid bead ion desorption (LILBID) mass spectrometry, we study the self-assembly of purified F1 subunits in different environments under non-denaturing conditions. We report assembly requirements and identify important assembly intermediates in vitro and in cellula. Our data provide evidence that nucleotide binding is crucial for in vitro F1 assembly, whereas ATP hydrolysis appears to be less critical. We correlate our results with activity measurements and propose a model for the assembly pathway of a functional F1 complex.
Alzheimer’s disease (AD) is characterized by the deposition of aggregated species of amyloid beta (Aβ) in the brain, which leads to progressive cognitive deficits and dementia. Aβ is generated by the successive cleavage of the amyloid precursor protein (APP), first by β-site APP cleaving enzyme 1 (BACE1) and subsequently by the γ-secretase complex. Those conditions which enhace or reduce its clearance predispose to Aβ aggregation and the development of AD. In vitro studies have demonstrated that Aβ assemblies spark a feed-forward loop heightening Aβ production. However, the underlying mechanism remains unknown. Here, we show that oligomers and fibrils of Aβ enhance colocalization and physical interaction of APP and BACE1 in recycling endosomes of human neurons derived from induced pluripotent stem cells and other cell types, which leads to exacerbated amyloidogenic processing of APP and intracellular accumulation of Aβ42. In cells that are overexpressing the mutant forms of APP which are unable to bind Aβ or to activate Go protein, we have found that treatment with aggregated Aβ fails to increase colocalization of APP with BACE1 indicating that Aβ-APP/Go signaling is involved in this process. Moreover, inhibition of Gβγ subunit signaling with βARKct or gallein prevents Aβ-dependent interaction of APP and BACE1 in endosomes, β-processing of APP, and intracellular accumulation of Aβ42. Collectively, our findings uncover a signaling mechanism leading to a feed-forward loop of amyloidogenesis that might contribute to Aβ pathology in the early stages of AD and suggest that gallein could have therapeutic potential.
Auswirkung der Chemisorption von Organothiolaten auf den elektrischen Widerstand dünner Goldfilme
(2018)
Hochgeordnete Monolagen von Organothiolaten auf Goldoberflächen bilden sich bei Kontakt einer Goldoberfläche mit einer Lösung eines Thiols oder Thioacetats spontan aus. Die Adsorption auf dünnen Metallfilmen mit Schichtdicken im Bereich von 25 - 100 nm führt zu einer Änderung des elektrischen Widerstandes des Films, die an Goldfilmen mit Schichtdicken von 25 - 40 nm über eine einfache Zweipunktmessung verfolgt wurde. Die Proportionalität der Widerstandsänderung mit der Menge an adsorbiertem Material konnte für die in dieser Arbeit verwendeten Dünnschichtsensoren bestätigt werden. Zu diesem Zweck wurden gleichzeitig Widerstands- und Oberflächenplasmonenresonanzmessungen an 40 nm starken Goldfilmen durchgeführt. In diesen Experimenten zeigt sich die Widerstandsmessung zur Beobachtung der Adsorptionskinetik als die überlegene Technologie.
Die durch Mikrokontaktdrucken und Freiätzen der gedruckten Strukturen hergestellten Sensoren zeigen eine individuelle Signalintensität. Die Normierung auf die maximale, durch Belegung mit Hexadecanthiol (HDT) oder Dodecanthiol erreichte, Signalstärke ermöglichte den Vergleich der maximalen Signalstärke von Thiolatmonolagen, die durch Belegung mit n-Alkanthiolen (CH_3(CH_2)_(n-1)-SH mit n = 12, 16, 19, 22 und 33, Cn), 11-Mercaptoundecyl-hexaethylenglycol (HSC11EG6OH), Adamantan-1-thiol (AdaSH), Triptycenthiol (TrpSH), Anthracen-2-thiol (Ant-0SH), Anthracen-2-alkanthiolen (Ant-(CH_2)_n-SH mit n = 1 - 5 und 10, Ant-nSH), p-Terphenyl-4-thiol (TP0SH), p-Terphenyl-4-alkanthiolen (TP-(CH_2)_n-SH mit n = 1 - 4, TPnSH) und p-Terphenyl-4-ethanthioacetat (TP2SAc) erzeugt wurden. Die Größe der Widerstandsänderung zeigt eine deutliche Abhängigkeit vom organischen Rest des Oberflächenadsorbats. Für die Verstärkung des Signals wurde die folgende Reihenfolge gefunden: Trp > Ada > Ant-0 > Ant-1 > TP0 > TP1 > Ant-2 > TP2 > Cn (n = 12 - 33) = C11EG6OH = Ant-n (n = 3 - 11) = TPn (n = 3, 4). Bei bekannter Verstärkung des Signals durch ein Adsorbat kann unabhängig von der Oberflächenrauigkeit die Oberflächenbedeckung durch Chemisorbate in einer Güte bestimmt werden, die der durch STM- und TEM-Messungen erreichten vergleichbar ist. Die Methode wurde angewendet, um Schichten von TP2SH und TP2SAc, die bei 20 und 60 °C aus ethanolischer Lösung abgeschieden wurden, zu vergleichen. Die Unterschiede in der Oberflächendichte, die durch eine Erhöhung der Abscheidungstemperatur zu beobachten sind, können durch eine Beschleunigung der Reaktion nach Arrhenius erklärt werden. Auch die Temperaturabhängigkeit der Abscheidungsgeschwindigkeit von HDT aus ethanolischer Lösung an Goldoberflächen, die in einem Bereich von -10 °C bis +30 °C betrachtet wurde, ist mit dem Arrhenius'schen Ansatz konform. Die Aktivierungsenergie der Adsorption von HDT auf Gold wurde auf E_a = 23 +-6 kJ/mol bestimmt.
Die Konzentrationsabhängigkeit der Abscheidung aus ethanolischer Lösung an Goldoberflächen wurde für HDT, AdaSH, TP2SH und TP2SAc untersucht. Um eine Präadsorption der Thiole vor dem eigentlichen Start der Messung zu verhindern, wurde eine Apparatur mit einem Diaphragma aus Aluminium entwickelt, das beim Start der Messung mit dem Sensor durchstoßen wird. Mit Ausnahme von TP2SH zeigen alle Adsorptive ein Adsorptions-Desorptions-Gleichgewicht. Die Adsorptionsisothermen bei 20 °C lassen sich am besten durch die Freundlich-Isotherme beschreiben. Während die Reaktionsordnung im Adsorbat für die Adsorption der Thiole nahe an 1 liegt, hat sie für die Adsorption von TP2SAc einen Wert von ca. 1/4. Damit ergibt sich für die Geschwindigkeitskonstante der Adsorption k_a(HDT) = (2,3 +-0,2) 10^4 L/(mol s), k_a(AdaSH) = (6,1 +-0,2) 10^4 L/(mol s), k_a(TP2SH) = (7,3 +-0,4) 10^3 L/(mol s) und k_a(TP2SAc) = (8 +-3) 10^-2 L^(1/4)/(mol^(1/4) s). Die Adsorptionskurven der Thiole weisen bei Konzentrationen unterhalb von 5 10^-5 mol/L einen linearen Bereich auf, der einer zwischenzeitlichen Diffusionskontrolle zugeordnet wird.
An die aufgenommenen Adsorptionskurven der Thiole wurden literaturbekannte Modelle numerisch angepasst und teilweise weiterentwickelt. Die Anpassung konnte durch die Einführung einer vor der Oberfläche gelagerten Diffusionsgrenzschicht, in welcher der zeitabhängige Verlauf der Analytkonzentration in einem System von 10 Schichten berechnet wurde, deutlich verbessert werden. Von allen getesteten Modellen zeigt nur die Adsorption mit Ausschlussmuster keine Konzentrationsabhängigkeit der Geschwindigkeitskonstante der Desorption. Dieses Modell bezieht den Verlust von Adsorptionsplätzen mit ein, die einem besetzten Adsorptionsplatz benachbart sind und durch das adsorbierte Teilchen verdeckt werden. Der daraus resultierende Zusammenhang zwischen der Konzentration freier Adsorptionsplätze und dem Bedeckungsgrad der Oberfläche Theta_F(Theta) ist abhängig vom Verhältnis der Stoßfrequenz zwischen den Teilchen und der Oberfläche zur Platzwechselfrequenz der Teilchen auf der Oberfläche. Zur Bestimmung von Theta_F(Theta) für die numerische Anpassung der Adsorptionskurven von HDT und TP2SH wurde die Oberflächenbesetzung in einem Monte-Carlo-Verfahren für eine Konzentrationsreihe in Zehnerpotenzschritten simuliert.
Die Verwendung von Photoschaltern zur gezielten Kontrolle von Systemen birgt ein hohes Potential hinsichtlich biologischer Fragestellungen, bis hin zu optoelektronischen Anwendungen. Infolge einer Photoanregung kommt es zu Geometrieänderungen, die einen erheblichen Einfluss auf ihr photophysikalisches Verhalten haben. Die Änderungen der photochemischen, wie photophysikalischen Eigenschaften, beruht entweder auf der Isomerisierung von Doppelbindungen oder auf perizyklischen Reaktionen. Durch sorgfältige Modifikationen, wie beispielsweise die Änderung der Konjugation durch unterschiedlich große π-Elektronensysteme, der Molekülgeometrie oder der Veränderung des Dipolmoments, lassen sich intrinsische Funktionen variieren.
Die Kombination dieser Eigenschaften stellt eine komplexe Herausforderung dar, da diese Änderungen einen direkten Einfluss auf wichtige Charakteristika wie die Adressierbarkeit, die Effizienz und die Stabilität der Moleküle haben. Darüber hinaus spielt die thermische Stabilität eine erhebliche Rolle im Hinblick auf die Speicherung von Energie oder Informationen für Anwendungsbereiche in der Energiegewinnung und Datenverarbeitung.
Für die Anwendung solcher photochromen Moleküle ist hinsichtlich der oben genannten Eigenschaften auch das Wissen über den photoinduzierten Reaktionsmechanismus unabdingbar.
Im Rahmen dieser Arbeit wurde der Einfluss auf die Isomerisierungsdynamik organischer Photoschalter durch unterschiedliche Modifikationen mittels stationärer und zeitaufgelöster Spektroskopie untersucht. Im Bereich der Merocyanine konnte ein Derivat vorgestellt werden, das ausschließlich zwischen zwei MC-Formen (trans/cis) isomerisiert. Die interne Methylierung am Phenolatsauerstoff der Chromeneinheit verhindert die Ringschlussreaktion zum SP und somit seinen zwitterionischen Charakter. Die stabilen Grundzustandsisomere TTT und CCT weisen durch den Methylsubstituenten eine hypsochrome Verschiebung ihrer Absorptionsmaxima auf, während TTT das thermodynamisch stabilste Isomer darstellt. Das MeMC wies eine erstaunlich hohe Effizienz seiner Schaltamplituden, insbesondere der TTT → CCT Photoisomerisierung auf, sowie eine überaus hohe Quantenausbeute.
Das MeMC wies zudem eine signifikante Lösungsmittelabhängigkeit auf, die sich insbesondere in der Photostabilität bemerkbar macht. Während das MeMC in MeCN und EtOH photodegradiert, konnte in EtOH/H2O eine konstante Reliabilität festgestellt werden. Diese Zuverlässigkeit impliziert nicht nur eine Stabilisierung durch das Wasser, sondern auch eine Resistenz gegenüber Hydrolysereaktionen. Darüber hinaus konnten kinetische Studien eine hohe thermische Rückkonversion von CCT zu TTT bei Raumtemperatur nachweisen, womit auf schädliche UV-Bestrahlung verzichtet werden könnte.
Die Untersuchung der Kurzzeitdynamiken beider Grundzustandsisomere gab Aufschluss über die Beteiligung anderer möglicher MC-Intermediate und den Einfluss der Methylgruppe auf das System. Mittels quantenchemischer Berechnungen konnte eine erste Initiierung um die zentrale Doppelbindung beider Isomere bestimmt werden, die jeweils zu einem heißen Grundzustandsintermediat führt, bis nach einer zweiten Isomerisierung der endgültige Grundzustand der Photoprodukte populiert wird. Dies bedeutet, dass die trans/cis-Isomerisierung über TTT-TCT-CCT und die Rückkonversion über CCT-CTT-TTT erfolgt.
Im Bereich der Hydrazon-Photoschalter konnten unterschiedlich substituierte Derivate mittels statischer und zeitaufgelösten UV/Vis-Studien untersucht werden. Da ESIPT Prozesse eine wichtige Funktion bei der Kontrolle von biologischen Systemen spielen, wurden verschiedene Hydrazonderivate hinsichtlich ihrer Reaktionsmechanismen untersucht. Als Rotoreinheit diente zum einen eine Benzothiazolkomponente, die die interne H-Bindung des angeregten Z-Hydrazons schwächen sollte und zum anderen wurde ein Chinolinsubstituent eingesetzt, der als Elektronenakzeptor diente und den H-Transfer begünstigt. Der Einsatz der Benzothiazolkomponente bewirkte die gewünschte Vergrößerung der bathochromen Verschiebung des E-Isomers, sowie eine deutliche Erhöhung der thermischen Stabilität des metastabilen
Zustands. Dies bestätigten die zeitaufgelösten Studien der Z zu E Isomerisierung, bei denen die Isomere im Vergleich zum Chinolinhydrazonderivat, in beiden ausgewählten Lösungsmitteln metastabile Z-Intermediate zeigten und eine Lebenszeit bis in den µs-Zeitbereich aufwiesen. Die Rückreaktion beider Derivate (HCN) und (HBN) hingegen zeigte eine barrierelose Umwandlung in die beteiligten Photoprodukte. Trotz der Verwendung des Chinolinsubstituenten zusammen mit Naphthalin als Rotoreinheit (HCN), konnte kein ESIPT Prozess beobachtet werden. HCB mit einer Kombination aus einem Chinolinrotor und eines Benzothiazolsubstituenten, wies eine Hydrazon-Azobenzol-Tautomerie auf, die ein prototropes Gleichgewicht zwischen dem E-Hydrazon und der E-Azobenzolform (E-AB) ausbildete. Die Reaktionsdynamiken des Z-Hydrazons zum E-AB wiesen eine ultraschnelle Bildung des Photoproduktes auf, während die Rückreaktion über einen ESIPT im sub-ps-Bereich erfolgte. Dieser H-Transfer hat die Bildung des angeregten E-Hydrazons zur Folge. Interessanterweise wurde kein Rückprotonentransfer nachgewiesen, sondern die mögliche Formation eines Z-AB gefunden. Damit unterscheidet sich dieser Reaktionsmechanismus erheblich von den typischen ESIPT Prozessen, die normalerweise zu ihrem Ausgangsmolekül zurückrelaxieren. Des Weiteren konnte ein Pyridinoxid und Benzoylpyridin-substituiertes Hydrazon charakterisiert werden, bei denen die stationären Studien kein Schaltverhalten, sondern Photodegradation aufwiesen. Die zeitaufgelösten Daten ergaben ebenfalls keine Photoproduktbildung, was die These der Photozersetzung unterstützt. Die Verwendung von zusätzlich substituierten Rotoreinheiten, wie beispielsweise Pyridinoxid und Benzoylpyridin, die aufgrund fehlender Protonenakzeptormöglichkeit keine interne H-Bindung ausbilden, erlaubt keine Bildung des Z-Hydrazon Isomers.
Atg8-family proteins - structural features and molecular interactions in autophagy and beyond
(2020)
Autophagy is a common name for a number of catabolic processes, which keep the cellular homeostasis by removing damaged and dysfunctional intracellular components. Impairment or misbalance of autophagy can lead to various diseases, such as neurodegeneration, infection diseases, and cancer. A central axis of autophagy is formed along the interactions of autophagy modifiers (Atg8-family proteins) with a variety of their cellular counter partners. Besides autophagy, Atg8-proteins participate in many other pathways, among which membrane trafficking and neuronal signaling are the most known. Despite the fact that autophagy modifiers are well-studied, as the small globular proteins show similarity to ubiquitin on a structural level, the mechanism of their interactions are still not completely understood. A thorough analysis and classification of all known mechanisms of Atg8-protein interactions could shed light on their functioning and connect the pathways involving Atg8-proteins. In this review, we present our views of the key features of the Atg8-proteins and describe the basic principles of their recognition and binding by interaction partners. We discuss affinity and selectivity of their interactions as well as provide perspectives for discovery of new Atg8-interacting proteins and therapeutic approaches to tackle major human diseases.
ATP-binding cassette (ABC) systems translocate a wide range of solutes across cellular membranes. The thermophilic Gram-negative eubacterium Thermus thermophilus, a model organism for structural genomics and systems biology, discloses ∼46 ABC proteins, which are largely uncharacterized. Here, we functionally analyzed the first two and only ABC half-transporters of the hyperthermophilic bacterium, TmrA and TmrB. The ABC system mediates uptake of the drug Hoechst 33342 in inside-out oriented vesicles that is inhibited by verapamil. TmrA and TmrB form a stable heterodimeric complex hydrolyzing ATP with a Km of 0.9 mm and kcat of 9 s−1 at 68 °C. Two nucleotides can be trapped in the heterodimeric ABC complex either by vanadate or by mutation inhibiting ATP hydrolysis. Nucleotide trapping requires permissive temperatures, at which a conformational ATP switch is possible. We further demonstrate that the canonic glutamate 523 of TmrA is essential for rapid conversion of the ATP/ATP-bound complex into its ADP/ATP state, whereas the corresponding aspartate in TmrB (Asp-500) has only a regulatory role. Notably, exchange of this single noncanonic residue into a catalytic glutamate cannot rescue the function of the E523Q/D500E complex, implicating a built-in asymmetry of the complex. However, slow ATP hydrolysis in the newly generated canonic site (D500E) strictly depends on the formation of a posthydrolysis state in the consensus site, indicating an allosteric coupling of both active sites.
Introns of human transfer RNA precursors (pre-tRNAs) are excised by the tRNA splicing endonuclease TSEN in complex with the RNA kinase CLP1. Mutations in TSEN/CLP1 occur in patients with pontocerebellar hypoplasia (PCH), however, their role in the disease is unclear. Here, we show that intron excision is catalyzed by tetrameric TSEN assembled from inactive heterodimers independently of CLP1. Splice site recognition involves the mature domain and the anticodon-intron base pair of pre-tRNAs. The 2.1-Å resolution X-ray crystal structure of a TSEN15–34 heterodimer and differential scanning fluorimetry analyses show that PCH mutations cause thermal destabilization. While endonuclease activity in recombinant mutant TSEN is unaltered, we observe assembly defects and reduced pre-tRNA cleavage activity resulting in an imbalanced pre-tRNA pool in PCH patient-derived fibroblasts. Our work defines the molecular principles of intron excision in humans and provides evidence that modulation of TSEN stability may contribute to PCH phenotypes.
Introns of human transfer RNA precursors (pre-tRNAs) are excised by the tRNA splicing endonuclease TSEN in complex with the RNA kinase CLP1. Mutations in TSEN/CLP1 occur in patients with pontocerebellar hypoplasia (PCH), however, their role in the disease is unclear. Here, we show that intron excision is catalyzed by tetrameric TSEN assembled from inactive heterodimers independently of CLP1. Splice site recognition involves the mature domain and the anticodon-intron base pair of pre-tRNAs. The 2.1-Å resolution X-ray crystal structure of a TSEN15–34 heterodimer and differential scanning fluorimetry analyses show that PCH mutations cause thermal destabilization. While endonuclease activity in recombinant mutant TSEN is unaltered, we observe assembly defects and reduced pre-tRNA cleavage activity resulting in an imbalanced pre-tRNA pool in PCH patient-derived fibroblasts. Our work defines the molecular principles of intron excision in humans and provides evidence that modulation of TSEN stability may contribute to PCH phenotypes.
We demonstrated previously that 5-lipoxygenase (5-LO), a key enzyme in leukotriene biosynthesis, can be phosphorylated by p38 MAPK-regulated MAPKAP kinases (MKs). Here we show that mutation of Ser-271 to Ala in 5-LO abolished MK2 catalyzed phosphorylation and clearly reduced phosphorylation by kinases prepared from stimulated polymorphonuclear leukocytes and Mono Mac 6 cells. Compared with heat shock protein 27 (Hsp-27), 5-LO was a weak substrate for MK2. However, the addition of unsaturated fatty acids (i.e. arachidonate 1-50 microm) up-regulated phosphorylation of 5-LO, but not of Hsp-27, by active MK2 in vitro, resulting in a similar phosphorylation as for Hsp-27. 5-LO was phosphorylated also by other serine/threonine kinases recognizing the motif Arg-Xaa-Xaa-Ser (protein kinase A, Ca(2+)/calmodulin-dependent kinase II), but these activities were not increased by fatty acids. HeLa cells expressing wild type 5-LO or S271A-5-LO, showed prominent 5-LO activity when incubated with Ca(2+)-ionophore plus arachidonate. However, when stimulated with only exogenous arachidonic acid, activity for the S271A mutant was significantly lower as compared with wild type 5-LO. It appears that phosphorylation at Ser-271 is more important for 5-LO activity induced by a stimulus that does not prominently increase intracellular Ca(2+) and that arachidonic acid stimulates leukotriene biosynthesis also by promoting this MK2-catalyzed phosphorylation.
Objectives Supersaturating formulations hold great promise for delivery of poorly soluble active pharmaceutical ingredients (APIs). To profit from supersaturating formulations, precipitation is hindered with precipitation inhibitors (PIs), maintaining drug concentrations for as long as possible. This review provides a brief overview of supersaturation and precipitation, focusing on precipitation inhibition. Trial-and-error PI selection will be examined alongside established PI screening techniques. Primarily, however, this review will focus on recent advances that utilise advanced analytical techniques to increase mechanistic understanding of PI action and systematic PI selection.
Key Findings. Advances in mechanistic understanding have been made possible by the use of analytical tools such as spectroscopy, microscopy and mathematical and molecular modelling, which have been reviewed herein. Using these techniques, PI selection can instead be guided by molecular rationale. However, more work is required to see wide-spread application of such an approach for PI selection.
Conclusions PIs are becoming increasingly important in enabling formulations. Trial-and-error approaches have seen success thus far. However, it is essential to learn more about the mode of action of PIs if the most optimal formulations are to be realised. Robust analytical tools, and the knowledge of where and how they can be applied, will be essential in this endeavour.
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.
The DNA damage response (DDR) is a vast network of molecules that preserves genome integrity and allow the faithful transmission of genetic information in human cells. While the usual response to the detection of DNA lesions in cells involves the control of cell-cycle checkpoints, repair proteins or apoptosis, alterations of the repair processes can lead to cellular dysfunction, diseases, or cancer. Besides, cancer patients with DDR alterations often show poor survival and chemoresistance. Despite the progress made in recent years in identifying genes and proteins involved in DDR and their roles in cellular physiology and pathology, the question of the involvement of DDR in metabolism remains unclear. It remains to study the metabolites associated with specific repair pathways or alterations and to investigate whether differences exist depending on cellular origin. The identification of DDR-related metabolic pathways and of the pathways that cause metabolic reprogramming in DDR-deficient cells may produce new targets for the development of new therapies.
In this thesis, nuclear magnetic resonance spectroscopy (NMR) was used to assess the metabolic consequence of the loss of two central DNA repair proteins with importance in diseases context, ATM and RNase H2, in haematological cells. An increase in intracellular taurine was found in RNase H2- and ATM-deficient cells compared to wild-type cells for these genes and in cells after exposition to a source of DNA damage. The rise in taurine does not appear to result from an increase in its biosynthesis from cysteine, but more likely from other cellular processes such as degradation pathways.
Overall, evidence for metabolic reprogramming in haematological cells with faults in DNA repair resulting from ATM or RNase H2 deficiencies or upon exposition to a source of DNA damage is presented in this study.
Purpose: The quality testing and approval procedure for most pharmaceutical products is a streamlined process with standardized procedures for the determination of critical quality attributes. However, the evaluation of semisolid dosage forms for topical drug delivery remains a challenging task. The work presented here highlights confocal Raman microscopy (CRM) as a valuable tool for the characterization of such products.
Methods: CRM, a laser-based method, combining chemically-selective analysis and high resolution imaging, is used for the evaluation of different commercially available topical acyclovir creams.
Results: We show that CRM enables the spatially resolved analysis of microstructural features of semisolid products and provides insights into drug distribution and polymorphic state as well as the composition and arrangement of excipients. Further, we explore how CRM can be used to monitor phase separation and to study skin penetration and the interaction with fresh and cryopreserved excised human skin tissue.
Conclusion: This study presents a comprehensive overview and illustration of how CRM can facilitate several types of key analyses of semisolid topical formulations and of their interaction with their biological target site, illustrating that CRM is a useful tool for research, development as well as for quality testing in the pharmaceutical industry.
Mast cells are long-lived tissue-resident leukocytes, located most abundantly in the skin and mucosal surfaces. They belong to the first line of defence of the body, protecting against invading pathogens, toxins and allergens. Their secretory granules are densely packed with a plethora of mediators, which can be released immediately upon activation of the cell. Next to their role in IgE-mediated allergic diseases and in promoting inflammation, potential anti-inflammatory functions have been assigned to mast cells, depending on the biological setting. The aim of this thesis was to contribute to a better understanding of the role of mast cells during the resolution of a local inflammation. Therefore, in a first of step a suitable model of a local inflammation had to be identified. Since comparison of the two Toll-like receptor (TLR)-agonists zymosan and lipopolysaccharide (LPS), which are most commonly used to locally induce inflammation, revealed a systemic response after LPS-injection and a local inflammation after zymosan-injection, the TLR2 agonist zymosan was chosen for the subsequent experiments. Multi epitope ligand cartography (MELC) combined with statistical neighbourhood analysis showed that mast cells are located in an anti-inflammatory microenvironment next to M2 macrophages during resolution of inflammation, while neutrophils and M1 macrophages are located in the zymosan-filled core of the inflammation. Furthermore, infiltrating neutrophils during peak inflammation and an increasing population of macrophages phagocytosing neutrophils during resolution of inflammation could be observed. MELC as well as flow cytometry analysis of mast cell-deficient mice revealed a decreased phagocytosing activity of macrophages in the absence of mast cells. As an untargeted approach to identify mast cell-derived mediators induced by zymosan, mRNA sequencing of bone marrow-derived mast cells (BMMCs) was performed. Gene ontology term analysis of the sequencing data revealed the induction of the type I interferon (IFN) pathway as the dominant response. Contradicting previous studies, I could validate the production of IFN-β by mast cells in response to zymosan and LPS in vitro. Furthermore IFN-β expression by mast cells was also detected in vivo. In accordance with previous studies regarding other cell types the release of IFN-β by mast cells depends on endosomal signaling. The potential of IFN-β to enhance the phagocytosing activity of macrophages has been demonstrated recently. Besides IFN-β, various other mediators with reported enhancing effects on macrophage phagocytosis were also induced by zymosan in BMMCs, including Interleukin (IL)-1β, IL-4, IL-13, and Prostaglandin (PG) E2. Thus, either one of these mediators alone or a combination of them could promote macrophage phagocytosis.
In conclusion, I herein present mast cells as a novel source for IFN-β induced by non-viral TLR ligands and demonstrate their enhancing effect on macrophage phagocytosis, thereby contributing to the resolution of inflammation.
As one of the most widespread infectious diseases in the world, it is currently estimated that approximately 296 million people globally are chronically infected with Hepatitis B virus (HBV), the consequences of HBV infection cause more than 620,000 deaths each year. Although safe and effective HBV vaccines have reduced the incidence of new HBV infections in most countries, there are still around 1.5 million new infections each year. HBV remains a major health problem because there is no large-scale effective vaccination strategy in many countries with a high burden of disease, many people with chronic HBV infection are not receiving effective and timely treatment, and a complete cure for chronic infection is still far from being achieved.
Since its discovery, HBV has been identified as an enveloped DNA virus with a diameter of 42 nm. For efficient egress from host cells, HBV is thought to acquire the viral envelope by budding into multivesicular bodies (MVBs) and escape from infected cells via the exosome release pathway. It is clear that HBV hijacks the host vesicle system to complete self-assembly and propagation by interacting with factors that mediate exosome formation. Consequently, the overlap with exosome biogenesis, using MVBs as the release platform, raises the possibility for the release of exosomal HBV particles. Currently, virus containing exosomal vesicles have been described for several viruses. In light of this, this study explored whether intact HBV-virions wrapped in exosomes are released by HBV-producing cells.
First, this study established a robust method for efficient separation of exosomes from HBV virions by a combination of differential ultracentrifugation and iodixanol density gradient centrifugation. Fractionation of the density gradient revealed that two populations of infectious viral particles can be separated from the culture fluids of HBV-producing cells. The population present in the low-density peak co-migrates with the exosome markers. Whereas the population that appeared in the high-density fractions was the classical HBV virions, which are rcDNA-containing nucleocapsids encapsulated by the HBV envelope.
Subsequently, the characterization of this low-density population was performed, namely the highly purified exosome fraction was systematically investigated. Relying on the detergent sensitivity of the exosome membrane and the outer envelope of the HBV virus, disruption of the exosome structure by treatment with limited detergent revealed the presence of HBsAg in the exosomes. At the same time, mild and limited NP-40 treatment of highly purified exosomes and a further combination of density gradient centrifugation resulted in the stepwise release of intact HBV virions and naked capsids from the exosomes generated by HBV-producing cells. This implies the presence of intact HBV particles encapsulated by the host membrane.
The presence of exosome-encapsulated HBV particles was consequently also verified by suppressing the morphogenesis of MVBs or exosomes. Impairment of MVB- or exosome-generation with small molecule inhibitors has significantly inhibited the release of host membrane-encapsulated HBV particles as well. Likewise, silencing of exosome-related proteins caused a diminution of exosome output, which compromised the budding efficiency of wrapped HBV.
Moreover, electron microscopy images of ultra-thin sections combined with immunogold staining visualized the hidden virus in the exosomal structure. Additionally, the presence of LHBs on the surface of exosomes derived from HBV-expressing cells was also observed.
As expected, these exosomal membrane-wrapped HBV particles can spread productive infection in differentiated HepaRG cells. In HBV-susceptible cells, as LHBs on the membrane surface, this type of exosomal HBV appeared to be uptaken in an NTCP receptor-dependent manner.
Taken together these data indicate that a fraction of intact HBV virions can be released as exosomes. This reveals a so far not described release pathway for HBV. Exosomes hijacked by HBV act as a transporter impacting the dissemination of the virus.
5‐Lipoxygenase (5‐LO) is the initial enzyme in the biosynthesis of leukotrienes, which are mediators involved in pathophysiological conditions such as asthma and certain cancer types. Knowledge of proteins involved in 5‐LO pathway regulation, including gene regulatory proteins, is needed to evaluate all options for therapeutic intervention in these diseases. Here, we present a mass spectrometric screening of ALOX5 promoter‐interacting proteins, obtained by DNA pulldown and label‐free quantitative mass spectrometry. Protein preparations from myeloid and B‐lymphocytic cell lines were screened for promoter DNA interactors. Through statistical analysis, 66 proteins were identified as specific ALOX5 promotor binding proteins. Among those, the 15 most likely candidates for a prominent role in ALOX5 gene regulation are the known ALOX5 interactors Sp1 and Sp3, the related factor Sp2, two Krüppel‐like factors (KLF13 and KLF16) and six other zinc finger proteins (MAZ, PRDM10, VEZF1, ZBTB7A, ZNF281 and ZNF579). Intriguingly, we also identified two helicases (BLM and DHX36) and the proteins hnRNPD and hnRNPK, which are, together with the protein MAZ, known to interact with DNA G‐quadruplex structures. As G‐quadruplexes are implicated in gene regulation, spectroscopic and antibody‐based methods were used to confirm their presence within the GC‐rich sequence of the ALOX5 promoter. In summary, we have systematically characterized the interactome of the ALOX5 promoter, identifying several zinc finger proteins as novel potential ALOX5 gene regulators. Further, we have shown that the ALOX5 promoter can form DNA G‐quadruplex structures, which may play a functional role in ALOX5 gene regulation.
The membrane protein Green Proteorhodopsin (GPR), found in an uncultured marine γ-proteobacterium, is a retinal binding protein and contains a conserved structure of seven transmembrane helices (A-G). The retinal is bound to a conserved lysine residue (K231) in helix G via Schiff base linkage. It belongs to the widespread family of microbial rhodopsins and functions as a light dependent outward proton pump that bacteria may utilize for establishing a proton gradient across the cellular membrane. Proton pumping takes place after photon absorption, where GPR goes through a series of conformational changes, termed photocycle, causing the proton to be transported across the cellular membrane from the intra-cellular to the extracellular space. It is further mediated by the highly conserved functional residues D97 and E108, which function as the primary proton acceptor and primary proton donor for the protonated Schiff base, respectively. Another functionally important residue is the highly conserved H75 in helix B. It forms an intra-molecular cluster with D97 and is responsible for the high pKa value of the primary proton acceptor, stabilized by a direct interaction between D97 and H75.
Different Proteorhodopsin variants are globally distributed and colour tuned to their environment, depending on the water depth in which they occur. A single residue in the retinal binding pocket at position 105 is responsible for determining the absorption wavelength of the protein. GPR (from eBAC31A08) contains a leucine at position 105, while BPR (blue proteorhodopsin, from Hot75m4) in deeper waters possesses a glutamine. Although GPR shows 79% sequence identity with BPR, a single amino acid substitution (L105Q) in GPR is able to switch the absorption maximum to the one of BPR.
Protein oligomerisation describes the association of subunits (protomers) through non-covalent interactions, forming macromolecular complexes. It is an important structural characteristic of microbial rhodopsins, contributing to structural stability and promoting tight packing of the protomers in the bacterial membrane. GPR was shown to assemble into radially arranged oligomers, mainly pentamers and hexamers. No high resolution crystal structure of the whole GPR complex is available, but the structurally related BPR (Hot75m4) was successfully crystallized, showing pentameric oligomers.
The BPR crystal structure model reveals detailed information about complex assembly of the whole proteorhodopsin family. It reveals the oligomeric structures and shows residues that are part of the protomer interfaces, forming cross-protomer contacts, which is valuable information for the elaborate analysis of cross-protomer interactions of GPR oligomers.
Based on the knowledge of GPR and BPR oligomeric complexes, the aim of this study is to analyse specific cross-protomer contacts and to characterize the functional role of GPR oligomerisation. This includes the identification of residues, which are part of charged cross-protomer contacts and play an important role for the formation of the GPR oligomeric complex. Furthermore, this study deals with a detailed characterization of a potentially functional cross-protomer triad between the residues D97-H75-W34, which was detected in the BPR structural model. Hereby, the focus lies especially on the functional role H75, which is highly conserved and is positioned in between the primary proton acceptor D97 and W34 across the protomer interface. In summary, this study addresses GPR oligomerisation via specific cross-protomer contacts and its potential role for the functional mechanism of the protein.
The fundamental technique used in this study is solid-state NMR. Furthermore, an elaborate characterization of GPR oligomerisation was executed using a variety of biochemical methods and mutational approaches. Solid-state NMR is a powerful biophysical method to analyse membrane proteins in their native lipid environment and can be used to obtain diverse information about structure, molecular dynamics and orientation of the protein in the lipid bilayer.
Solid-state NMR naturally has a low sensitivity. In order to detect the low number of spins, DNP signal enhancement is of particular importance in this study. It is exhibited under cryogenic conditions and allows to drastically enhance the solid-state NMR signal by transferring magnetization from highly polarized electrons to the nuclear spins.
By applying these methods and techniques on GPR oligomers, this study reveals new insights in specific cross-protomer interactions in the complex. First the oligomeric states of GPR were determined for the specific experimental conditions used in this study. LILBID-MS, BN-PAGE and SEC analysis identified the pentameric state to be dominant for GPR. Furthermore, specific interactions across the protomer interface, which drive GPR oligomerisation, were identified. This was conducted by creating mixed 13C-15N labelled complexes. These mixed complexes show a unique isotope labelling pattern across their protomer interfaces. Solid-state NMR 13C-15N-correlation spectroscopy (TEDOR) was used to identify through-space dipole-dipole couplings, which indicate specific cross-protomer contacts. The results indicated that the residues R51, D52, E50 and T60 are important for GPR oligomerisation, and further analysis via single mutations of these residues showed a severe impact of the GPR oligomerisation behaviour.
The functional importance of GPR oligomerisation was analysed by DNP-enhanced solid-state NMR on the cross-protomer D97-H75-W34 triad. The DNP cryogenic conditions allowed to trap GPR in distinct stages of the photocycle. It could be shown that trapping GPR in a specific intermediate leads to a drastic conformational effect for the highly conserved H75 residue. Furthermore, DNP-enhanced solid-state NMR was used to characterize the cross-protomer contact between H75 and W34. Mutations of W34 could show that the cross-protomer interaction is highly important for the functionality of the protein, as negative mutants such as W34E showed a reverse proton transport across the bacterial membrane.
In summary this study represents a detailed analysis of GPR cross-protomer interactions and sheds light into the cause and functional importance of oligomeric complex formation in the microbial rhodopsin.