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Background: The oral administration of the gum resin extracts of Indian frankincense (Boswellia serrata Roxb. ex Colebr) results in very low plasma concentrations of boswellic acids (BAs), being far below the pharmacologically active concentrations required in vitro for anti-inflammatory activity. For that reason the use of Indian frankincense in clinical practice and pharmaceutical development has substantially lagged behind. Recently the application of new formulation technologies resulted in a formulation of frankincense extract with lecithin, which revealed improved absorption and tissue penetration of BAs in a rodent study, leading for the first time to plasma concentrations of BAs in the range of their anti-inflammatory activity.
Purpose: In order to verify these encouraging results in humans, the absorption of a standardized Boswellia serrata extract (BE) and its lecithin formulation (CSP) was comparatively investigated in healthy volunteers.
Study design: According to a randomized cross-over design with two treatments, two sequences and two periods, 12 volunteers alternatively received the lecithin-formulated Boswellia extract (CSP) or the non-formulated Boswellia extract (BE) at a dosage of 2 × 250 mg capsules.
Methods: The plasma concentrations of the six major BAs (KBA, AKBA, βBA, αBA, AβBA, AαBA) were determined using LC/MS.
Results: With the exception of KBA, a significantly higher (both in terms of weight-to-weight and molar comparison) and quicker absorption of BAs from the lecithin formulation was observed, leading to Cmax in the range required for the interaction with their molecular targets.
Conclusion: These findings pave the way to further studies evaluating the clinical potential of BAs, and verify the beneficial effect of lecithin formulation to improve the absorption of poorly soluble phytochemicals.
Life-saving pig-to-human xenotransplantation is a promising technology with the potential to balance the shortage of human organs in allotransplantation. Before this approach is applied on solid vascularized organs, several barriers must be overcome. Patient safety is menaced by infectious porcine endogenous retroviruses (PERV) which are able to infect human cell lines in vitro. Successful infection with PERV is associated with diverse life-threatening consequences including gene disruption, tumorigenicity, immune suppression as well as PERV proliferation throughout the whole human body. This could cause a catastrophic xenozonoosis leading to the emergence of new forms of pathogens and pandemic diseases similar to AIDS. However, in vivo, there is hitherto no incidence of any infection with PERV in preclinical xenotransplantations performed in the past.
PERV infection of human peripheral blood mononuclear cells (huPBMC) is a critical issue discussed controversially in several studies. It is essential to address the sensitivity of huPBMC to infection by PERV since it is generally one of the first retroviral targets upon viral invasion and infection of the human body. To assess definitely if huPBMC are infected productively by PERV, target cells were challenged with the highest infectious PERV class, recombinant PERV-A/C, in different assays. Modern and standard methods to detect PERV at different stages of viral cycles were used to monitor PERV development upon contact with host cells. Indeed, PERV-A/C in supernatants of producer cell lines failed to infect mitogen-activated huPBMC. Neither retroviral reverse transcriptase (RT) nor viral RNA packaged in virus particles were observed in supernatants of cells exposed to viral supernatants. In addition, provirus was not detected in huPBMC until 56 days p. i. with PERV-A/C. Independently of the virus load applied, culture conditions of huPBMC or administration of polybrene as enhancer, PERV was unable to infect huPBMC. Results suggest that PERV in supernatants lack sufficient infectious potential to be productively generated in huPBMC.
In order to approximate xenotransplantation scenarios, different PERV producing cells including PHA-activated porcine PBMC (poPBMC) were adopted as virus source in co-cultivation studies with huPBMC. In this case, expression of viral RNA was successfully measured. However, RT activity did not increase until 28 days p. e. with PERV producer cells which indicates that viral particles devoid of infectious capacity were released from non-productively infected cells.
On the other hand, co-cultivation of both virus producer and virus recipients increases the contact pressure between PERV and target cells. Consequently, PERV was able to be detected at least as provirus in huPBMC. Although virions produced were not functional, presence of provirus in infected cells will sooner or later provoke expression of provirus. This could lead to chromosomal rearrangements as well as virus reinfection and insertional mutagenesis.
Ecotropic PERV-C displays a restricted host range to porcine cells. Given its ability to serve as template to form recombinant xenotropic PERV-A/C, PERV-C represents a potent hazard in the course of xenotransplantation. Thus, isolation and functional characterization of PERV-C in the genome of pigs in use and intended for xenotransplantation is necessary to analyze the genetics of these virions as well as to select animals lacking proviral PERV-C or to generate transgenic PERV-C negative donors.
PERV-C was isolated from the genome of a female SLAd/d haplotype pig via screening of a bacteriophage library which was constructed from the genomic DNA of poPBMC extracted from this PERV non-transmitting sow. Upon genetic complementation of provirus using a PCR fragment infectious ability of full-length PERV-C clones was investigated in cell culture. PERV-C clones were successfully reproduced in susceptible porcine cells as RT activity as well as viral RNA were detected in supernatants of infected cells 56 days p. i. Furthermore, presence of proviruses in challenged cells was confirmed by nested PCR.
PERV-C clones were also isolated from a bacteriophage library generated on genomic DNA of an Auckland island pig of the DPF colony, whose individuals display a PERV-null phenotype and are already in use for xenotransplantation, and of a Göttingen minipig, whose relatives serve as animal models to study human diseases. In contrast to PERV clones isolated from the female SLAd/d haplotype sow PERV-C clones of the Auckland island pig as well as of the Göttingen minipig were not functional and therefore unable to infect target cells. This confirms the PERV-null phenotype which renders these animals putative candidates as donors in xenotransplantation. On the other hand, presence of functional PERV-C in SLAd/d haplotype pigs exerts a negative impact on patient safety in xenotransplantation. The suitability of these animals as potent organ donors should be intensively investigated.
In conclusion, PERV of all classes pose a virological risk in xenotransplantation which should not be ignored. Since exclusion of all PERV from donor herds is impossible, generation of transgenic humanized animals lacking genomic infectious PERV represents the best strategy to guarantee patient safety in future life-saving pig-to-human xenotransplantation.
Electrospinning is an advanced method for the generation of polymer-based fibers. This fabrication technique has gained great interest in the biomedical field in recent years due to its straightforward application and significant versatility of the resulting fiber mats. The process is carried out by dissolving a (biologically or synthetically derived) polymer or a combination of several polymers in a suitable inorganic or organic solvent and transferring these solutions into a syringe with a needle tip as a spinneret. The power source is connected to the syringe tip, allowing for the application of a high voltage to the polymer solution, and a metallic collector, often a rotating drum cylinder on which the yielded polymer fibers are deposited. The usual fiber diameters range between nano- and micrometers. The yielded fiber mats have distinct characteristics, such as a large surface area, mechanical stability, and good encapsulation efficiency. Therefore, the fiber mats can be used as a topical dosage form for a multitude of diseases (e.g., conjunctivitis, keratitis), as they can be easily applied on or into the human body to release the drug for a prolonged period of time. In addition, the fibers exhibit a high degree of resemblance with the human extracellular matrix, which consists predominantly of collagen fibrils. Therefore, the obtained fiber mats can also be employed as innovative substrates for the cultivation of cells. As a result, electrospinning is suitable for a wide range of applications in the biomedical context, specifically for the targeted, topical delivery of bioactives and also as a cell culture substrate for the cultivation of cells in an enhanced in vivo relevant situation.
One objective of this work was the development and characterization of drug-loaded electrospun fibers for application to the inflamed and infected eye to complement the existing therapy of eye drops as well as systemic administration of anti-infectives. In particular, the focus of the project was the development of ocular implants to treat a herpes simplex infection affecting the human cornea. Additionally, electrospun fibers, which immediately dissolve in the tear fluid upon application and prolong the contact time of the bioactives at the eye, were developed as a topical dosage form to treat bacterial conjunctivitis. An additional objective of this work was the development of electrospun fiber mats as an innovative substrate for the cultivation of human induced pluripotent stem cells to mimic the human blood-brain barrier in vitro. The final objective of the present work was establishing an analytical concept for the comprehensive characterization of electrospun fibers to obtain a greater comparability and reproducibility of data and results from different laboratories.
Herpes simplex keratitis is a viral disease of the cornea that can potentially lead to blindness. This disease commonly occurs after corneal transplantation. As the cornea is the most transplanted tissue worldwide, the incidence of this disease varies from 4.9% to 12.6% (high- and low-income countries). The current therapy involves the application of eye drops as many as six times a day, and in severe cases, the systemic use of antiviral agents is necessary but can cause serious side effects (e.g., renal failure). To prevent the occurrence of herpes simplex keratitis after transplantation, a biodegradable electrospun nanofiber mat with a sustained release of acyclovir was established. The rational development of the fibers was facilitated by correlating the surface wettability with the release kinetics of the individual polymers, which allowed for the successful generation of fiber mats releasing the bioactive acyclovir over three weeks. The molecularly dispersed drug is present as an amorphous solid dispersion within the PLGA-based polymer matrix. Evaluating the cell viability in in vitro models proved that neither acyclovir nor the polymers or the generated fiber mats caused any cytotoxicity. The mechanical stability of the fiber mats was evaluated to ensure adequate handling of the fibers during implantation. The findings demonstrated that the fiber mats exhibit direction-independent mechanical properties, and their mechanical load-bearing capacity is greater than that of an excised human cornea. As a result, the fiber mats are suitable for surgical implantation into the anterior chamber of the eye. An in vitro model of human keratinocytes was infected with herpes simplex virus to demonstrate the antiviral efficacy of the electrospun fiber mats. Immunostaining for two specific viral proteins demonstrated the spread of infection in the model. Hereby, it was found that the placebo- and drug-loaded fibers significantly slowed the spread of infection, which was quantified by plaque assay determination. This experiment revealed that the electrospun fibers exert a synergistic antiviral effect by simultaneously releasing acyclovir, which is a virustatic agent that inhibits the replication of the virus in infected cells, and adsorbing released viral particles onto the surface of the polymer fibers. This reduces the overall burden of released viral particles, which is associated with the severity of the infection outbreak. Thus, with the aid of electrospinning, an ocular implant was successfully generated, which is biodegradable over time and significantly reduces the viral particle burden in vitro. Hence, the fibers represent a potential alternative for the prevention of herpes simplex keratitis after corneal transplantation...
In dieser Arbeit wurde das Potential des rekombinant in E. coli hergestellten und unter Hochsalzbedingungen in-vitro assemblierten, murinen VP1-Kapsoids als Antisense-Oligonukleotid-Transfersystem in humane Brustkrebszellen untersucht. Die verwendeten Antisense-Oligonukleotide sind gegen den in 25-30 % aller Brustkrebsfälle überexprimierten Wachstumsfaktorrezeptor Pl85erbB-2 gerichtet, der zu einer verschlechterten Prognose in Bezug auf die Gesamtüberlebenswahrscheinlichkeit und das Wiederauftreten des Carcinoms führt. Die Charakterisierung der VP1-Kapsoide als Oligonukleotid-Transfersystem wurde zum einen in Bezug auf den Zelltransfer des Trägers und die mit ihm transportierten Antisense-Oligonukleotide durchgeführt. Zum anderen erfolgte die Überprüfung der resultierenden Antisense-Wirkung der Oligonukleotide sowohl in einem unspezifischen Proliferations- als auch in einem Antisense-Assay, das zwischen sequenzspezifischen und sequenzunspezifischen Oligonukleotid-Wirkungen differenzieren kann. Für die VP1-Kapsoide wurde in den untersuchten humanen Brustkrebszelllinien eine identische Lokalisierung detektiert wie sie für die murinen Targetzellen beschrieben ist. Es kommt zu einer cytosolischen Anreicherung mit perinukleären. vesikulären Strukturen ohne nachweisbare nukleäre Lokalisierung. Die durch VP1-Kapsoide transportierten Oligonukleotide dissoziieren intrazellulär in einem Zeitraum von 3 h nahezu vollständig vom Transfersystem und reichem sich cytosolisch und nukleär an. Zur Testung der biologischen Aktivität der Antisense-Oligonukleotide wurden liposomaltransportierte Oligonukleotide verwendet, da die Beladungsrate der VP1-Kapsoide unter Mediumbedingungen zu gering ist. Im Proliferationsassay wird die Oligonukleotid-Wirkung anhand der resultierenden Proteinreduktion charakterisiert. Die geringe Spezifität dieses Assays wurde durch die Einführung von einer Kontrollzelllinie und Kontroll-Oligonukleotid-Modifikationen verbessert. Die im Proliferationsassay mit Antisense-Oligonukleotiden detektierten Oligonukleotid-Wirkungen beweisen noch nicht, ob eine sequenzspezifische Antisense-Wirkung vorliegt. Deshalb wurde die Sequenzspezifität der verwendeten Antisense-Sequenzen zusätzlich im Antisense-Assay bestätigt. Die etablierten Testsysteme stellen alle Optionen zur umfassenden Charakterisierung eines innovativen Transfersystems zur Verfügung. Die Transfer-Assays untersuchen den verbesserten Zelltransfer des Trägers gegenüber freien Oligonukleotiden und alternativen Trägern. Das Proliferationsassay ermöglicht ein Vorscreening auf Antisense-Wirkungen und reduziert somit die Probenanzahl für das letztendlich notwendige Antisense-Assay.
Ca2+-aktivierte Kaliumkanäle mit großer Leitfähigkeit (MaxiK oder BK Kanäle) sind als Schlüsselelemente an der Regulation der elektrischen Aktivität vieler erregbarer Zellen beteiligt. Die duale Steuerung dieser Kanäle durch die intrazelluläre Kalziumkonzentration und das Membranpotential macht MaxiK Kanäle zu effektiven Integratoren multipler zellulärer Signalprozesse. Der MaxiK Kanal der glatten Gefäßmuskulatur ist entscheidend an der Repolarisierung von glatten Muskelzellen und der Terminierung des Kalziumeinstromes während der Vasokonstriktion beteiligt. Zahlreiche Arbeiten, u.a. an b1-Knock-out Mäusen (Brenner et al., 2000b) und humanen genetischen Variationen des b1-Gens (Amberg & Santana, 2003) belegen die wichtige Rolle des MaxiK Kanals für die Kontrolle des systemischen Blutdruckes in Säugern, einschließlich des Menschen (Nelson & Bonev, 2004; Amberg et al., 2003). Aktivierung des vaskulären MaxiK Kanals könnte somit ein neues therapeutisches Prinzip zur Behandlung des Bluthochdrucks und seiner Folgeerkrankungen darstellen. Als pharmakologische Zielstruktur besonders interessant wird der vaskuläre MaxiK Kanal durch seine gewebespezifische Zusammensetzung aus a- und b1-Untereinheit und die Möglichkeit diese Kombination selektiv zu aktivieren (Tanaka et al., 1997; McManus et al., 1993). In der vorliegenden Arbeit wurde ein induzierbares Zellmodell charakterisiert, welches die MaxiKa und -b1 Untereinheiten bicistronisch unter der Kontrolle eines Tetrazyklin-sensitiven Promotors exprimierte. Die Untersuchungen ergaben, dass in diesem System funktionelle MaxiK Kanäle, die sich äquivalent zu nativen vaskulären MaxiK Kanälen verhielten, detektiert werden konnten. Im Vergleich zu anderen heterologen Expressionsmodellen zeichneten sich die induzierbaren Zelllinien durch eine große Stabilität und Reproduzierbarkeit der MaxiK Expression aus. Beide Eigenschaften sind wichtige Voraussetzungen für den Einsatz dieser Zelllinien im Hochdurchsatz-Screening zur Identifizierung neuer MaxiK Aktivatoren. Die Nutzbarkeit dieses Testsystems zur Identifizierung von solchen Verbindungen wurde weiterhin durch die Untersuchung bekannter und neuer aktivierender Substanzen bestätigt. Dabei zeigte sich, dass insbesondere das Benzimidazolon CGS7181 sowie das Dehydroabietinderivat Pimarinsäure den Kanal potent aktivierten. Durch fluorimetrische Kalziummessungen konnte nachgewiesen werden, dass CGS7181 neben MaxiK-aktivierenden Eigenschaften auch einen potenten Ionophor für Ca2+ darstellt und damit wahrscheinlich keinen vielversprechenden Ausgangspunkt für die Entwicklung eines neuen Antihypertensivums darstellt. Unter Benutzung der CHO-Trex-MaxiK-a+b1-Zelllinie wurden inzwischen in der Screening- Abteilung von Sanofi-Aventis im Hochdurchsatzverfahren über 700 Strukturen mit aktivierender Wirkung auf den MaxiK Kanal identifiziert. Mit diesem Ergebnis ist eine solide Grundlage geschaffen, um im weiteren Verlauf des Projektes die Suche nach neuen blutdrucksenkenden Molekülen erfolgreich voranzutreiben. Zur weiteren molekularen Validierung der Zielstruktur MaxiK wurde eine bisher nicht beschriebene Spleißvariante, aDS8, die auch in kardiovaskulären Geweben exprimiert ist, untersucht. Die transiente Expression in HEK293-Zellen führte zu signifikanten, aber im Vergleich zum MaxiK-a-wt geringen Kaliumströmen. Immunfluoreszenz-Experimente zeigten eine Retention des Proteins im Zellinneren, ohne dass eine Translokation in die Plasmamembran oder in distinkte Kompartimente gezeigt werden konnte. Dies galt auch für die Expression in primären Glattmuskelzellen und der Endothelzelllinie EAhy926. Eine Beteiligung der S8-Domäne an der Assemblierung der neuen Spleißvariante konnte durch den biochemischen Nachweis von aDS8-Homomultimeren ausgeschlossen werden. Überraschenderweise wurde jedoch keine Interaktion von MaxiK-aDS8 und der Wildtyp-a-Untereinheit beobachtet. Man kann daher vermuten, dass die S8-Domäne eine Rolle beim Kanaltransport spielt und möglicherweise in distinkten Zelltypen eine Wechselwirkungsfläche für bislang unbekannte Interaktionspartner bildet.
Im ersten Teil dieser Arbeit wurde der Einfluss des HIV-Protease-Inhibitors Saquinavir und seines Derivates Saquinavir-NO auf die ABC-Transporter vermittelte Chemoresistenz in Tumorzellen untersucht. Saquinavir-NO zeigte in drei verschiedenen Tumorentitäten stärkere zytotoxische Wirkung als Saquinavir. Weder die Expression der ABC-Transporter MDR1 oder BCRP1 noch der zelluläre p53-Status hatten einen Einfluss auf die Zellsensitivität. MDR1-exprimierende chemoresistente Tumorzellen wurden durch Saquinavir-NO stärker gegen ausgewählte Zytostatika resensitiviert als durch Saquinavir. An chemosensitiven MDR1-negativen Zellen wurden keine Effekte beobachtet. Des Weiteren wurde die Neuroblastomzelllinie UKF-NB-3 mit Hilfe lentiviraler Vektoren mit cDNA für MDR1 transduziert. In diesem MDR1-transduzierten Zellmodell wurde die Sensiti-vität gegen das MDR1-Substrat Vincristin durch Saquinavir-NO stärker erhöht als durch Saquinavir. Am Durchflusszytometer wurde der Einfluss von Saquinavir und Saquinavir-NO auf die intrazelluläre Akkumulation des fluoreszierenden MDR1-Substrates Rhodamin 123 untersucht. In MDR1-exprimierenden Zelllinien führte Saquinavir-NO zu einer deutlich stärkeren Akkumulation von Rhodamin 123 als Saquinavir. In MDR1-negativen Zellen wurden keine Effekte beobachtet. Mit Hilfe des MDR1-ATPase-Assays und Wash-Out-Kinetiken am Durchflusszytometer wurde die Frage geklärt, ob Saquinavir und Saquinavir-NO als Substrate oder als allosterische Inhibitoren für MDR1 fungieren. Die Ergebnisse beider Assays lassen den Schluss zu, dass sowohl Saquinavir als auch Saquinavir-NO jeweils ein Substrat für MDR1 darstellen. Um den Einfluss von Saquinavir und Saquinavir-NO auf den ABC-Transporter BCRP1 zu untersuchen, wurde die Neuroblastomzelllinie UKF-NB-3 mit Hilfe lentiviraler Vektoren mit cDNA für BCRP1 transduziert. Die BCRP1-transduzierten Zellen wurden durch Saquinavir und Saquinavir-NO in vergleichbarem Ausmaß zu dem BCRP1-Substrat Mitoxantron sensibilisiert. Saquinavir-NO ist somit im Vergleich zu Saquinavir der deutlich potentere MDR1-Inhibitor, während beide Substanzen gleichermaßen BCRP1 beeinflussten. Im zweiten Teil dieser Arbeit wurde der Einfluss des MDM2-Inhibitors Nutlin-3 auf die ABC-Transporter-vermittelte Chemoresistenz in Tumorzellen untersucht. Nutlin-3 zeigte aufgrund seiner Funktion als MDM2-Inhibitor an Zellen mit Wildtyp-p53 stark zytotoxische Effekte. An Zellen mit einer p53-Mutation oder an Zellen, die p53-negativ sind, waren diese Effekte nicht zu beobachten. Die Behandlung mit Nutlin-3 führte in p53-Wildtypzellen zur Induktion diverser p53-Zielgene (p21, MDM2, GADD). In Zellen mit mutiertem p53 blieb diese Induktion nach Nutlin-3-Behandlung aus. Chemoresistente MDR1-exprimierende Tumorzellen wurden durch Nutlin-3 stark gegen ausgesuchte Zytostatika resensitiviert. Des Weiteren wurde die chemosensitive, p53-mutierte (Nutlin-3-insensitive) und MDR1-negative Rhabdomyosarkomzelllinie RH30 mit Hilfe lentiviraler Vektoren mit cDNA für MDR1 transduziert. In diesem MDR1-transduzierten Zellmodell wurde die Sensitivität gegen das MDR1-Substrat Vincristin durch Nutlin-3 stark erhöht. Am Durchflusszytomter zeigte sich in MDR1-exprimierenden Zellen durch Behandlung mit Nutlin-3 eine signifikant erhöhte intrazelluläre Akkumulation des fluoreszierenden MDR1-Substrates Rhodamin 123. In MDR1-negativen Zellen wurde dieser Effekt nicht beobachtet. Mit Hilfe des ATPase-Assays und Wash-Out-Kinetiken am Durchflusszytometer wurde die Frage geklärt, ob Nutlin-3 als Substrat oder als allosterischer Inhibitor für MDR1 fungiert. Die Ergebnisse beider Assays lassen den Schluss zu, dass Nutlin-3 ein Substrat für MDR1 darstellt. Nutlin-3 ist ein Racemat und wurde in allen Versuchen als solches verwendet. Das Enantiomer Nutlin-3a hemmt die MDM2-p53-Interaktion als aktives Enantiomer ca. 150-fach stärker als Nutlin-3b. Im letzten Schritt der vorliegenden Arbeit wurde Nutlin-3 in seine Enantiomere Nutlin-3a und Nutlin-3b aufgetrennt und beide Enantiomere wurden im Hinblick auf ihre Wirkung auf MDR1 untersucht. Dabei wurden keine Unterschiede zwischen den beiden Enantiomeren festgestellt. Nutlin-3a und Nutlin-3b interferieren demnach zu gleichen Teilen mit MDR1. Um den Einfluss von Nutlin-3 auf den ABC-Transporter MRP1 zu untersuchen, wurde mit zwei verschiedenen Zellmodellen gearbeitet. In beiden Zellmodellen zeigte sich, dass Nutlin-3 auch den MRP1-vermittelten Efflux der fluoreszierenden Substrate Rhodamin 123 und Calcein-AM inhibiert. Der Befund, dass Nutlin-3 mit der MDR1- und MRP1 vermittelten Chemoresistenz interferiert, ist neu und eine wichtige Information für die Bewertung der beginnenden klinischen Studien zur Untersuchung von Nutlin-3 als antitumorale Substanz.
G protein-coupled receptors (GPCRs) constitute an important class of integral membrane proteins that are involved in several signaling pathways. About 50% of the currently available drugs are targeted against these receptors and high-resolution structures of these receptors will be of immense importance from the perspective of designing specific and potent drugs. However, structure determination of these receptors and of membrane proteins in general, has been a very challenging task till date. A major limitation in the structure determination of these proteins is that they are present in minute amounts in the native tissues and therefore, they must be produced heterologously. Additionally, crystallization of GPCRs is difficult owing to their flexible nature and limited hydrophilic surface area available for crystal contacts. The aim of my Ph.D. thesis work is two fold, first, to address the problem of GPCR crystallization by using a fusion protein complex approach and second, to tailor Rhodobacter sphaeroides as an expression system for the heterologous production of GPCRs. In the first approach, R. sphaeroides was used as an expression system to generate a fusion protein complex of the photosynthetic reaction center (RC) with a GPCR, expecting that such a complex would be easier to crystallize than the receptor alone. The notion behind this approach is that the RC will act as a scaffold in providing surface area to create crystal contacts and at the same time, it will also reduce the flexibility of the receptor, hopefully without perturbing the functionality of the receptor. Based on the computational modelling experiments, two ways to generate a fusion complex were assigned. Long linkers were inserted between the subunits of the RC and the GPCR. The linkers were designed with a possibility of straightforward alteration of their length as they contained a number of restriction enzyme sites. A series of these constructs were designed and expressed in R. sphaeroides deletion strain, which did not possess the chromosomal RC genes. Though most of these fusion constructs could be successfully expressed, as analyzed by western blot, majority of them were not functional in terms of ligand binding of the GPCR component of the fusion complex. Interestingly, one of these constructs, where the M subunit of RC was directly fused to the human angiotensin II type 1a receptor (AT1aR), exhibited significant functional expression. Based on saturation binding analysis using [125I] iodotyrosyl4Sar1Ile8-angiotensin II (an AT1aR subtype specific antagonist), an expression level of 40+5 pmol/mg of total membrane protein was calculated. This expression level corresponds to approximately 0.3 mg of functional receptor per liter culture and it is significantly higher than the AT1aR expression in native tissues. Additionally, the binding affinity of the recombinant receptor for its endogenous ligand angiotensin II was found to be 1±0.1 nM, which is similar to that observed for the AT1aR in native tissues. More interestingly, the RC part of the fusion complex was structurally assembled in other words, properly folded as judged by the presence of the characteristic peaks at 760 nm, 800 nm and 850 nm by absorption spectroscopy. However, a slight change in the intensity of the peak at 800 nm was observed while comparing the spectra of native RC with that in the fusion protein complex. This slight variation might be due to the change in the protein environment. The fusion protein complex RC-AT1aR was functionally solubilized and purified using a decahistidine tag fused at the c-terminus of the AT1aR. Subsequently, the monodispersity and integrity of the complex was confirmed by size exclusion chromatography, which revealed a homogeneous peak. Additionally, it was also possible to solubilize and purify this complex in the presence of a fluorescein tagged angiotensin II ligand which provides a nice tool to judge the functionality of the AT1aR and integrity of the complex at the same time. The purified RC-AT1aR fusion complex was then subjected to three-dimensional (3-D) crystallization trials and it was possible to obtain reproducible crystals of this complex. The crystals were fluorescent (as the complex was purified in presence of fluorescently labelled angiotensin II) and needle or tetragonal in shape, but produced a powdery diffraction pattern. Further attempts to improve the crystallization condition and to optimize the cryo-conditions are underway. In addition, attempts are also being made to obtain the crystals of this complex with the antagonist (e.g. losartan) bound to the receptor. In view of several limitations in the heterologous expression of GPCRs, as the second part of my Ph.D. thesis, I decided to explore the possibilities of developing a novel expression system based on R. sphaeroides for production of recombinant GPCRs. The notion behind using this host is that lack of inclusion bodies and high concentration of membranes in R. sphaeroides would result in efficient functional overexpression of recombinant membrane proteins. For this purpose, a R. sphaeroides strain, modified by the deletion of the genes encoding the RC and the light harvesting proteins LH1 and LH2, was used. The genes for RC and LHs constitute about 85-90% of total membrane proteins in a R. sphaeroides cell. These membranes are normally housed in special membrane vesicles called intracytoplasmic membranes (ICMs) that can fill almost the entire cell volume under certain growth conditions. Synthesis of a heterologous protein under the control of the moderately strong photosynthetic superoperonic promoter should be coordinated with the synthesis of new membranes to harbour these proteins, thus acting as a natural induction system. Moreover, as most of the native membrane proteins are absent in this deletion strain, heterologously produced protein should not experience a shortage of molecular chaperones for proper folding and insertion. Additionally, the absence of inclusion bodies in this host should enhance the functional and homogenous population of the recombinant proteins. Three human GPCRs, namely the adenosine A2a receptor (A2a), the angiotensin II type 1a receptor (AT1aR) and the bradykinin subtype 2 receptor (B2R) were tested for expression and functionality in this system. Two different constructs were used to determine the optimal position and ribosome-binding site (RBS) in the superoperon for the highest expression level. Of these three receptors, the AT1aR and B2R were successfully produced, while the A2aR failed to express, producing green carotenoid free R. sphaeroides mutants, for unknown reasons. For the recombinant B2R, [3H] bradykinin binding analysis revealed a low functional expression level of 0.7-0.8 pmol/mg of total membrane protein. This expression level corresponds to 0.01 mg functional receptor per liter of culture and is not sufficient for large-scale expression of this receptor. However, for the recombinant AT1aR, [125I] iodotyrosyl4Sar1Ile8- angiotensin II binding analysis revealed an expression level of 12±1 pmol/mg of total membrane protein. This expression level corresponds to approximately 0.1 mg functional receptor per liter culture and this is significantly higher than the AT1aR expression in native tissues. This expression system is still in the nascent stages of development and there are several parameters, which are still to be assessed for the optimal use of this system for the production of GPCRs and other membrane proteins. In conclusion, my Ph.D. work presents a novel fusion protein complex based approach for obtaining crystallizable GPCRs and a novel expression system for producing heterologous GPCRs. It was possible, for the first time, to produce a functional RC-GPCR complex that could easily be crystallized, though further finetuning of the system is required. R. sphaeroides based novel expression system was successfully used to produce functional human GPCRs under the control of a moderately strong photosynthetic superoperonic promoter. This expression system represents a naturally induced system where the expression of a heterologous protein is coordinated with the synthesis of new membranes to harbour the recombinant protein. The fusion protein complex approach and the expression system presented here can hopefully be used as a general method to facilitate the expression and crystallization of other membrane proteins.
Poster presentation at 5th German Conference on Cheminformatics: 23. CIC-Workshop Goslar, Germany. 8-10 November 2009 We demonstrate the theoretical and practical application of modern kernel-based machine learning methods to ligand-based virtual screening by successful prospective screening for novel agonists of the peroxisome proliferator-activated receptor gamma (PPARgamma) [1]. PPARgamma is a nuclear receptor involved in lipid and glucose metabolism, and related to type-2 diabetes and dyslipidemia. Applied methods included a graph kernel designed for molecular similarity analysis [2], kernel principle component analysis [3], multiple kernel learning [4], and, Gaussian process regression [5]. In the machine learning approach to ligand-based virtual screening, one uses the similarity principle [6] to identify potentially active compounds based on their similarity to known reference ligands. Kernel-based machine learning [7] uses the "kernel trick", a systematic approach to the derivation of non-linear versions of linear algorithms like separating hyperplanes and regression. Prerequisites for kernel learning are similarity measures with the mathematical property of positive semidefiniteness (kernels). The iterative similarity optimal assignment graph kernel (ISOAK) [2] is defined directly on the annotated structure graph, and was designed specifically for the comparison of small molecules. In our virtual screening study, its use improved results, e.g., in principle component analysis-based visualization and Gaussian process regression. Following a thorough retrospective validation using a data set of 176 published PPARgamma agonists [8], we screened a vendor library for novel agonists. Subsequent testing of 15 compounds in a cell-based transactivation assay [9] yielded four active compounds. The most interesting hit, a natural product derivative with cyclobutane scaffold, is a full selective PPARgamma agonist (EC50 = 10 ± 0.2 microM, inactive on PPARalpha and PPARbeta/delta at 10 microM). We demonstrate how the interplay of several modern kernel-based machine learning approaches can successfully improve ligand-based virtual screening results.
Background Translocations of the Mixed Lineage Leukemia (MLL) gene occur in a subset (5%) of acute myeloid leukemias (AML), and in mixed phenotype acute leukemias in infancy - a disease with extremely poor prognosis. Animal model systems show that MLL gain of function mutations may contribute to leukemogenesis. Wild-type (wt) MLL possesses histone methyltransferase activity and functions at the level of chromatin organization by affecting the expression of specific target genes. While numerous MLL fusion proteins exert a diverse array of functions, they ultimately serve to induce transcription of specific genes. Hence, acute lymphoblastic leukemias (ALL) with MLL mutations (MLLmu) exhibit characteristic gene expression profiles including high-level expression of HOXA cluster genes. Here, we aimed to relate MLL mutational status and tumor suppressor gene (TSG) methylation/expression in acute leukemia cell lines. Results Using MS-MLPA (methylation-specific multiplex ligation-dependent probe amplification assay), methylation of 24 different TSG was analyzed in 28 MLLmu and MLLwt acute leukemia cell lines. On average, 1.8/24 TSG were methylated in MLLmu AML cells, while 6.2/24 TSG were methylated in MLLwt AML cells. Hypomethylation and expression of the TSG BEX2, IGSF4 and TIMP3 turned out to be characteristic of MLLmu AML cell lines. MLLwt AML cell lines displayed hypermethylated TSG promoters resulting in transcriptional silencing. Demethylating agents and inhibitors of histone deacetylases restored expression of BEX2, IGSF4 and TIMP3, confirming epigenetic silencing of these genes in MLLwt cells. The positive correlation between MLL translocation, TSG hypomethylation and expression suggested that MLL fusion proteins were responsible for dysregulation of TSG expression in MLLmu cells. This concept was supported by our observation that Bex2 mRNA levels in MLL-ENL transgenic mouse cell lines required expression of the MLL fusion gene. Conclusion These results suggest that the conspicuous expression of the TSG BEX2, IGSF4 and TIMP3 in MLLmu AML cell lines is the consequence of altered epigenetic properties of MLL fusion proteins.