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Pflanzliche Biomasse bietet sich hervorragend als billiges und in großen Mengen verfügbares Ausgangssubstrat für industrielle Fermentationsprozesse an. Dabei könnte z.B. die Hefe Saccharomyces cerevisiae zur Herstellung von Bioalkohol eingesetzt werden. S. cerevisiae kann jedoch die in großen Mengen in der Biomasse enthaltenen Pentosen D-Xylose und L-Arabinose nicht vergären. Deshalb wäre ein Hefestamm mit entsprechend erweitertem Substratspektrum von großem wirtschaftlichen Interesse. In dieser Arbeit sollte rekombinante Hefestämme konstruiert bzw. optimiert werden, die in der Lage sind D-Xylose und/oder L-Arabinose zu Ethanol zu vergären. Zunächst wurde ein bereits vorhandener L-Arabinose vergärender Hefestamm unter Einsatz der Methoden der „gerichteten Evolution“ optimiert, L-Arabinose effektiver zu verstoffwechseln. Dies geschah durch repetitive Selektion auf Wachstum mit L-Arabinose als einziger Kohlenstoffquelle unter Sauerstoff-limitierten Bedingungen. Eine genetische und physiologische Charakterisierung des Stammes ergab, dass dieser sowohl Mutationen im Hefegenom als auch auf den L-Arabinose Stoffwechselweg exprimierenden Plasmiden erworben hatte. Dieser Stamm exprimierte die für den L-Arabinose Katabolismus notwendigen Enzyme und Transporter von vier verschiedenen Plasmiden. Für den industriellen Einsatz eines rekombinanten Hefestammes ist es jedoch unerlässlich, die Gene des L-Arabinose Katabolismus stabil in das Genom zu integrieren. In dieser Arbeit ist es gelungen, zwei der insgesamt drei essentiellen Gene des Stoffwechselweges in funktioneller Form in den rDNA-Locus von S. cerevisiae zu integrieren. Im letzten Teil der Arbeit konnte erstmals ein Hefestamm konstruiert werden, der sowohl die Gene des Stoffwechselweges für den L-Arabinose- als auch die des Stoffwechselweges für den D-Xylose-Katabolismus exprimiert. Der Stamm war in der Lage auf Nähragarplatten zu wachsen, bei denen L-Arabinose oder/und D-Xylose die einzigen Kohlenstoffquellen darstellten. Wachstumstests mit Flüssigkulturen sowie HPLC-Analysen des Zuckerverbrauchs ergaben jedoch, dass der Hefestamm überraschenderweise nicht in der Lage war, D-Xylose in Flüssigmedien zu verstoffwechseln. Mögliche Erklärungen hierfür werden diskutiert.
Background Fermentation of lignocellulosic biomass is an attractive alternative for the production of bioethanol. Traditionally, the yeast Saccharomyces cerevisiae is used in industrial ethanol fermentations. However, S. cerevisiae is naturally not able to ferment the pentose sugars D-xylose and L-arabinose, which are present in high amounts in lignocellulosic raw materials. Results We describe the engineering of laboratory and industrial S. cerevisiae strains to co-ferment the pentose sugars D-xylose and L-arabinose. Introduction of a fungal xylose and a bacterial arabinose pathway resulted in strains able to grow on both pentose sugars. Introduction of a xylose pathway into an arabinose-fermenting laboratory strain resulted in nearly complete conversion of arabinose into arabitol due to the L-arabinose reductase activity of the xylose reductase. The industrial strain displayed lower arabitol yield and increased ethanol yield from xylose and arabinose. Conclusion Our work demonstrates simultaneous co-utilization of xylose and arabinose in recombinant strains of S. cerevisiae. In addition, the co-utilization of arabinose together with xylose significantly reduced formation of the by-product xylitol, which contributed to improved ethanol production.
Background: Particle Swarm Optimization (PSO) is an established method for parameter optimization. It represents a population-based adaptive optimization technique that is influenced by several "strategy parameters". Choosing reasonable parameter values for the PSO is crucial for its convergence behavior, and depends on the optimization task. We present a method for parameter meta-optimization based on PSO and its application to neural network training. The concept of the Optimized Particle Swarm Optimization (OPSO) is to optimize the free parameters of the PSO by having swarms within a swarm. We assessed the performance of the OPSO method on a set of five artificial fitness functions and compared it to the performance of two popular PSO implementations. Results: Our results indicate that PSO performance can be improved if meta-optimized parameter sets are applied. In addition, we could improve optimization speed and quality on the other PSO methods in the majority of our experiments. We applied the OPSO method to neural network training with the aim to build a quantitative model for predicting blood-brain barrier permeation of small organic molecules. On average, training time decreased by a factor of four and two in comparison to the other PSO methods, respectively. By applying the OPSO method, a prediction model showing good correlation with training-, test- and validation data was obtained. Conclusion: Optimizing the free parameters of the PSO method can result in performance gain. The OPSO approach yields parameter combinations improving overall optimization performance. Its conceptual simplicity makes implementing the method a straightforward task.
The European Strategy on Invasive Alien Species T-PWS(2002) 8 mandates intensified research by member nations on invasive species. This research will not be restricted solely to the biology and remediation of invasive species, but will also evaluate their adverse health effects and economic impact. Previous studies of these issues have only been carried out in the Unites States of America, or in a limited, regional manner. Consequently, 20 plant and animal species from various problem areas (species which pose a threat to public health; losses to agriculture, fisheries, and forestry; damage to public roads and waterways; costs associated with the protection of native species threatened by non-native species as mandated by Recommendation 77 of the Bern Convention were assessed in Germany nation-wide. The accruing costs were sorted into 3 categories: a) direct economic losses, such as those caused by destructive pest species; b) ecological costs, in the form of extra care and protection of native taxa, biotopes, or ecosystems threatened by invasive species; c) costs of measures to combat invasive species. Because of the nature of available data, as well as the different biology and ecology of the invasive species, each had to be treated individually, and the associated costs vary greatly from species to species. Moreover, not all of the species investigated cause economic losses. Accordingly, a nuanced approach to alien species is essential. Cost assessment of losses deriving from ecological damage was only possible in a few cases. Ongoing, multi-year studies incorporating cost/benefit analysis will be necessary to resolve remaining issues.
In dem Entwurf einer European Strategy on Invasive Alien Species T-PVS (2002) 8 werden verstärkte Forschungsaktivitäten der Mitgliedstaaten angeregt, die nicht nur auf den biologischen Bereich oder Bekämpfung invasiver Arten beschränkt bleiben, sondern auch die Bewertung der Auswirkungen auf Gesundheitswesen und Volkswirtschaft untersuchen sollen. Derartige Studien wurden bisher nur für die Vereinigten Staaten von Amerika oder mit eher regionalen Charakter durchgeführt. Aus diesem Grunde wurden 20 Tiere und Pflanzen aus verschiedenen Problemgebieten (Gesundheitsgefährdende Arten, Schäden in Forst-, Land-, und Fischereiwirtschaft, im kommunalen Bereich, an aquatischen und terrestrischen Verkehrswegen sowie Kosten von Arten, die einheimische Spezies gefährden oder in der Empfehlung 77 der Berner Konvention aufgeführt sind) ausgewählt und beispielhaft für das Gebiet Deutschlands bearbeitet. Die entstehenden Kosten wurden in drei Kategorien aufgeschlüsselt: a) direkte ökonomische Schäden, beispielsweise durch Vorratsschädlinge, b) ökologische Schäden, verursacht durch Pflege und Schutz gefährdeter heimischer Arten, Biozönosen oder Ökosysteme und c) Kosten für Maßnahmen zur Bekämpfung invasiver Arten. Es zeigte sich, dass auf Grund der Datenlage sowie der unterschiedlichen Biologie und Ökologie der invasiven Arten jeweils individuelle Ansätze notwendig waren. Die hier ermittelten Kosten unterscheiden sich stark von Art zu Art. Nicht alle untersuchten Arten verursachen ökonomische Schäden. Eine differenzierte Betrachtung von Neobiota ist nach dem Prinzip der Einzelfallbewertung erforderlich. Die Monetisierung von ökologischen Schäden gelang hierbei nur in wenigen Fällen. Weitergehende, mehrjährige Studien sollten willingness to pay-Analysen einbeziehen, um offen gebliebene Fragen zu beantworten.
Im Rahmen dieser Diplomarbeit konnte das Plasmid pB6 isoliert werden, das die MNNG-Hyperresistenz einer rng1-1-Mutante komplementierte. Das komplementierende Gen dieses Plasmids konnte jedoch weder über 17 Subklone noch über Komplementationsanalysen identifiziert werden. Die Sensibilität gegen „Congo red“ konnte als ein weiterer Phänotyp des Stammes Q2rng1 bestimmt werden. Es wurden im Zuge der Subklonierung des Plasmids pB6 pRS424-Derivate gefunden, die unabhängig vom genetischen Hintergrund des transformierten Stammes, heterogenes Wachstum verursachten. Zurückzuführen war dies auf die Überexpression des ORFs YLR112w alleine oder gemeinsam mit dem ORF YLR111w. Neben der bereits beschriebenen MNNG-Hyperresistenz durch die Überexpression von SNG1 in Wildtypen, GSH-Mutanten und Reparaturdefizienten Stämmen, konnte auch in dem bereits gegen MNNG hyperresistenten Stamm Q2rng1 eine Steigerung der Resistenz durch SNG1 gezeigt werden. Des weiteren wurden Anzeichen gefunden, dass die MethioninAuxotrophie des Stammes Q3 auf die Disruption des GSH1-Gens zurückzuführen war. Zudem konnte nachgewiesen werden, dass die funktionierende GSH-Synthese letal auf eine ero1-Delta-Mutante wirkte. Als Auslöser für die Cadmium-Sensibilität der Stämme Q3 und Q4 konnten die bekannten Mutationen dieser Stämme im GSH1- und im LWG1-Gen ausgeschlossen werden.
Gene trapping is a method of generating murine embryonic stem (ES) cell lines containing insertional mutations in known and novel genes. A number of international groups have used this approach to create sizeable public cell line repositories available to the scientific community for the generation of mutant mouse strains. The major gene trapping groups worldwide have recently joined together to centralize access to all publicly available gene trap lines by developing a user-oriented Website for the International Gene Trap Consortium (IGTC). This collaboration provides an impressive public informatics resource comprising ~45 000 well-characterized ES cell lines which currently represent ~40% of known mouse genes, all freely available for the creation of knockout mice on a non-collaborative basis. To standardize annotation and provide high confidence data for gene trap lines, a rigorous identification and annotation pipeline has been developed combining genomic localization and transcript alignment of gene trap sequence tags to identify trapped loci. This information is stored in a new bioinformatics database accessible through the IGTC Website interface. The IGTC Website (www.genetrap.org) allows users to browse and search the database for trapped genes, BLAST sequences against gene trap sequence tags, and view trapped genes within biological pathways. In addition, IGTC data have been integrated into major genome browsers and bioinformatics sites to provide users with outside portals for viewing this data. The development of the IGTC Website marks a major advance by providing the research community with the data and tools necessary to effectively use public gene trap resources for the large-scale characterization of mammalian gene function.
Prostaglandin E2 (PGE2) plays an important role in bone development and metabolism. To interfere therapeutically in the PGE2 pathway, however, knowledge about the involved enzymes (cyclooxygenases) and receptors (PGE2 receptors) is essential. We therefore examined the production of PGE2 in cultured growth plate chondrocytes in vitro and the effects of exogenously added PGE2 on cell proliferation. Furthermore, we analysed the expression and spatial distribution of cyclooxygenase (COX)-1 and COX-2 and PGE2 receptor types EP1, EP2, EP3 and EP4 in the growth plate in situ and in vitro. PGE2 synthesis was determined by mass spectrometry, cell proliferation by DNA [3H]-thymidine incorporation, mRNA expression of cyclooxygenases and EP receptors by RT-PCR on cultured cells and in homogenized growth plates. To determine cellular expression, frozen sections of rat tibial growth plate and primary chondrocyte cultures were stained using immunohistochemistry with polyclonal antibodies directed towards COX-1, COX-2, EP1, EP2, EP3, and EP4. Cultured growth plate chondrocytes transiently secreted PGE2 into the culture medium. Although both enzymes were expressed in chondrocytes in vitro and in vivo, it appears that mainly COX-2 contributed to PGE2-dependent proliferation. Exogenously added PGE2 stimulated DNA synthesis in a dose-dependent fashion and gave a bell-shaped curve with a maximum at 10-8 M. The EP1/EP3 specific agonist sulprostone and the EP1-selective agonist ONO-D1-004 increased DNA synthesis. The effect of PGE2 was suppressed by ONO-8711. The expression of EP1, EP2, EP3, and EP4 receptors in situ and in vitro was observed; EP2 was homogenously expressed in all zones of the growth plate in situ, whereas EP1 expression was inhomogenous, with spared cells in the reserve zone. In cultured cells these four receptors were expressed in a subset of cells only. The most intense staining for the EP1 receptor was found in polygonal cells surrounded by matrix. Expression of receptor protein for EP3 and EP4 was observed also in rat growth plates. In cultured chrondrocytes, however, only weak expression of EP3 and EP4 receptor was detected. We suggest that in growth plate chondrocytes, COX-2 is responsible for PGE2 release, which stimulates cell proliferation via the EP1 receptor.
High-throughput gene trapping is a random approach for inducing insertional mutations across the mouse genome. This approach uses gene trap vectors that simultaneously inactivate and report the expression of the trapped gene at the insertion site, and provide a DNA tag for the rapid identification of the disrupted gene. Gene trapping has been used by both public and private institutions to produce libraries of embryonic stem (ES) cells harboring mutations in single genes. Presently,~ 66% of the protein coding genes in the mouse genome have been disrupted by gene trap insertions. Among these, however, genes encoding signal peptides or transmembrane domains (secretory genes) are underrepresented because they are not susceptible to conventional trapping methods. Here, we describe a high-throughput gene trapping strategy that effectively targets secretory genes. We used this strategy to assemble a library of ES cells harboring mutations in 716 unique secretory genes, of which 61% were not trapped by conventional trapping, indicating that the two strategies are complementary. The trapped ES cell lines, which can be ordered from the International Gene Trap Consortium (http://www.genetrap.org), are freely available to the scientific community.
Background: Cancer gene therapy will benefit from vectors that are able to replicate in tumor tissue and cause a bystander effect. Replication-competent murine leukemia virus (MLV) has been described to have potential as cancer therapeutics, however, MLV infection does not cause a cytopathic effect in the infected cell and viral replication can only be studied by immunostaining or measurement of reverse transcriptase activity. Results: We inserted the coding sequences for green fluorescent protein (GFP) into the proline-rich region (PRR) of the ecotropic envelope protein (Env) and were able to fluorescently label MLV. This allowed us to directly monitor viral replication and attachment to target cells by flow cytometry. We used this method to study viral replication of recombinant MLVs and split viral genomes, which were generated by replacement of the MLV env gene with the red fluorescent protein (RFP) and separately cloning GFP-Env into a retroviral vector. Co-transfection of both plasmids into target cells resulted in the generation of semi-replicative vectors, and the two color labeling allowed to determine the distribution of the individual genomes in the target cells and was indicative for the occurrence of recombination events. Conclusions: Fluorescently labeled MLVs are excellent tools for the study of factors that influence viral replication and can be used to optimize MLV-based replication-competent viruses or vectors for gene therapy.