TY - THES A1 - Xu, Jiajia T1 - A high-complexity lentiviral shRNA screen identifies synthetic lethal interactions with deregulated N-Myc in neuroblastoma cells T1 - Ein hoch-Komplexität Genom-weit RNAi Screen für synthetisch letale Interaktion mit dereguliertem N-Myc in Neuroblastomzellen N2 - In contrast to c-Myc, a deregulated expression of the MYCN gene is restricted to human neuroendocrine tumours. In most cases, the excessive activity of N-Myc results from a MYCN amplification. In neuroblastoma, amplification of MYCN is a predictor of poor prognosis and resistance to therapy. The inability to target the N-Myc protein directly necessitates the search for alternative targets. This project aimed at identifying genes specifically required for growth and survival of cells that express high levels of N-Myc using high-throughput shRNA screening combined with next generation sequencing. The identification and analysis of these genes will shed light on functional interaction partners of N-Myc. We screened a shRNA library containing 18,327 shRNAs and identified 148 shRNAs, which were selectively depleted in the presence of active N-Myc. In addition, shRNAs targeting genes that are involved in p53 and ARF turnover and apoptosis were depleted in the cell population during the screen. These processes are known to affect N-Myc-mediated apoptosis. Consequently, these results biologically validated the screen. The 148 shRNAs that showed a significant synthetic lethal interaction with high levels of N-Myc expression were further analysed using the bioinformatics program DAVID. We found an enrichment of shRNAs that target genes involved in specific biological processes. For example, we validated synthetic lethal interactions for genes such as, THOC1, NUP153 and LARP7, which play an important role in the process of RNA polymerase II-mediated transcription elongation. We also validated genes that are involved in the neddylation pathway. In the screen we identified Cullin 3, which is a component of the BTB-CUL3-Rbx1 ubiquitin ligase that is involved in the turnover of Cyclin E. Depletion of cullin 3 and activation of N-Myc was found to synergistically increase Cyclin E expression to supraphysiological levels, inducing S-phase arrest and a strong DNA damage response. Together with results from a proteomics analysis of N-Myc associated proteins, our results lead us to the following hypothesis: In a neuroblastoma cell, the high levels of N-Myc result in a conflict between RNA polymerase II and the replication machinery during S-phase. The newly identified interaction partners of N- Myc are required to solve this conflict. Consequently, loss of the interaction leads to a massive DNA damage and the induction of apoptosis. In addition, inhibition or depletion of the essential components of the neddylation pathway also results in an unresolvable problem during S-phase. N2 - 6.2 Zusammenfassung Im Gegensatz zu c-Myc findet man eine Deregulation von N-Myc nur in einer begrenzten Anzahl maligner Tumore die neuroektodermalen Ursprungs sind. Die übermäßige Aktivität ist dabei fast immer durch eine genomische Amplifikation von N-Myc begründet. Im Neuroblastom korreliert eine MYCN-Amplifikation mit einer schlechten Prognose. Da es auf Grund einer fehlenden katalytischen Domäne nicht möglich ist N-Myc direkt zu inhibieren, ist die Suche nach alternativen Targets notwendig. Das Ziel dieser Arbeit war es neue Gene zu identifizieren, die notwendig für das Wachstum und Überleben von MYCN amplifizierten Zellen sind. Dies wurde durch eine Kombination von Hochdurchsatz-RNAi-Screens und Next-Generation-Sequenzierung erreicht. Durch das Screenen einer shRNA-Bibliothek, die insgesamt 18327 shRNAs beinhaltet, konnten 148 shRNAs identifiziert werden, die selektiv nachteilig für das Überleben N-Myc überexpremierender Zellen sind. Die statistische Auswertung der Ergebnisse des Screens zeigte zusätzlich eine Anreichung von shRNAs gegen Gene, die p53-und ARF-abhängig Apoptose vermitteln. Da es bekannt ist, dass diese Gene in der N-Myc-vermittelten Apoptose involviert sind, konnte dadurch der Screen validiert werden. Die weitere Auswertung mit dem bioinformatischen Programm DAVID ergab, dass unter den 148 als synthetisch letal identifizierten shRNAs solche angereichert waren, die gegen Gene spezifischer biologischer Prozesse gerichtet sind. Zum einen wurden Gene wie THOC1, NUP153 und LARP7 validiert, die eine Rolle im Prozeß der Elongation der RNA Polymerase II spielen. Zum anderen konnten Gene validiert werden die einen Beitrag bei der Neddylierung von Proteinen leisten. Durch die Depletion von Cullin 3, ein Bestandteil des BTB-CUL3-Rbx1 Ubiquitin-Ligase-Komplexes, der am Abbau von Cyclin E beteiligt ist, konnte gezeigt werden, dass zusammen mit der Aktivierung von N-Myc eine supraphysiologische Erhöhung von Cyclin E induziert wird. Dies führt zu einem S-Phase Arrest in der Zelle, der die DNA-Schadens-Signalkaskade auslöst. Zusammen mit den Ergebnissen einer Proteomanalyse, bei der neue N-Myc-assoziierte Proteine identifiziert wurden, konnte folgende Hypothese aufgestellt werden: In einer Neuroblastomzelle helfen diese neuen Interaktionspartner den durch die N-Myc Überexpression in der S-phase entstehenden Konflikt zwischen RNA-Polymerase II und Replikationsmaschinerie zu lösen. Der Verlust dieser Interaktion führt zu einer massiven Schädigung der DNA, worauf in der Zelle Apoptose ausgelöst wird. Des Weiteren führen auch die Inhibition oder Ausschaltung wesentlicher Komponenten des Neddylierungs-Signalwegs zu unlösbaren Problemen in der S-Phase des Zellzyklus. KW - Neuroblastom KW - synthetic lethality KW - apoptosis KW - cul3 ring ligase KW - replicative stress KW - N-Myc KW - Deregulierung KW - RNS-Interferenz KW - synthetische Letalität Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-103157 ER - TY - JOUR A1 - Tomaszkiewicz, Marta A1 - Chalopin, Domitille A1 - Schartl, Manfred A1 - Galiana, Delphine A1 - Volff, Jean-Nicolas T1 - A multicopy Y-chromosomal SGNH hydrolase gene expressed in the testis of the platyfish has been captured and mobilized by a Helitron transposon JF - BMC Genetics N2 - Background: Teleost fish present a high diversity of sex determination systems, with possible frequent evolutionary turnover of sex chromosomes and sex-determining genes. In order to identify genes involved in male sex determination and differentiation in the platyfish Xiphophorus maculatus, bacterial artificial chromosome contigs from the sex-determining region differentiating the Y from the X chromosome have been assembled and analyzed. Results: A novel three-copy gene called teximY (for testis-expressed in Xiphophorus maculatus on the Y) was identified on the Y but not on the X chromosome. A highly related sequence called texim1, probably at the origin of the Y-linked genes, as well as three more divergent texim genes were detected in (pseudo) autosomal regions of the platyfish genome. Texim genes, for which no functional data are available so far in any organism, encode predicted esterases/lipases with a SGNH hydrolase domain. Texim proteins are related to proteins from very different origins, including proteins encoded by animal CR1 retrotransposons, animal platelet-activating factor acetylhydrolases (PAFah) and bacterial hydrolases. Texim gene distribution is patchy in animals. Texim sequences were detected in several fish species including killifish, medaka, pufferfish, sea bass, cod and gar, but not in zebrafish. Texim-like genes are also present in Oikopleura (urochordate), Amphioxus (cephalochordate) and sea urchin (echinoderm) but absent from mammals and other tetrapods. Interestingly, texim genes are associated with a Helitron transposon in different fish species but not in urochordates, cephalochordates and echinoderms, suggesting capture and mobilization of an ancestral texim gene in the bony fish lineage. RT-qPCR analyses showed that Y-linked teximY genes are preferentially expressed in testis, with expression at late stages of spermatogenesis (late spermatids and spermatozeugmata). Conclusions: These observations suggest either that TeximY proteins play a role in Helitron transposition in the male germ line in fish, or that texim genes are spermatogenesis genes mobilized and spread by transposable elements in fish genomes. KW - sex determination KW - testis KW - Y chromosome KW - rolling-circle transposons KW - factor acetylhydrolase activity KW - platelet activation factor KW - xiphophorus maculatus KW - oryzias-latipes KW - sequence alignment KW - DM-domain gene KW - sex-determining region KW - evolution KW - fish KW - SGNH hydrolase KW - helitron KW - transposition KW - platyfish KW - sex chromosomes Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-116746 VL - 15 IS - 44 ER - TY - JOUR A1 - Baur, Stefanie A1 - Rautenberg, Maren A1 - Faulstich, Manuela A1 - Grau, Timo A1 - Severin, Yannik A1 - Unger, Clemens A1 - Hoffmann, Wolfgang H. A1 - Rudel, Thomas A1 - Autenrieth, Ingo B. A1 - Weidenmaier, Christopher T1 - A Nasal Epithelial Receptor for Staphylococcus aureus WTA Governs Adhesion to Epithelial Cells and Modulates Nasal Colonization JF - PLOS PATHOGENS N2 - Nasal colonization is a major risk factor for S. aureus infections. The mechanisms responsible for colonization are still not well understood and involve several factors on the host and the bacterial side. One key factor is the cell wall teichoic acid (WTA) of S. aureus, which governs direct interactions with nasal epithelial surfaces. We report here the first receptor for the cell wall glycopolymer WTA on nasal epithelial cells. In several assay systems this type F-scavenger receptor, termed SREC-I, bound WTA in a charge dependent manner and mediated adhesion to nasal epithelial cells in vitro. The impact of WTA and SREC-I interaction on epithelial adhesion was especially pronounced under shear stress, which resembles the conditions found in the nasal cavity. Most importantly, we demonstrate here a key role of the WTA-receptor interaction in a cotton rat model of nasal colonization. When we inhibited WTA mediated adhesion with a SREC-I antibody, nasal colonization in the animal model was strongly reduced at the early onset of colonization. More importantly, colonization stayed low over an extended period of 6 days. Therefore we propose targeting of this glycopolymer-receptor interaction as a novel strategy to prevent or control S. aureus nasal colonization. KW - SREC-I KW - clumping factor-B KW - scavender receptor KW - teichoic acids KW - surface proteins KW - cotton rats KW - carriage KW - determinant KW - infections KW - expression Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-116280 SN - 1553-7374 VL - 10 IS - 5 ER - TY - JOUR A1 - Ioakeimidis, Fotis A1 - Ott, Christine A1 - Kozjak-Pavlovic, Vera A1 - Violitzi, Foteini A1 - Rinotas, Vagelis A1 - Makrinou, Eleni A1 - Eliopoulos, Elias A1 - Fasseas, Costas A1 - Kollias, George A1 - Douni, Eleni T1 - A Splicing Mutation in the Novel Mitochondrial Protein DNAJC11 Causes Motor Neuron Pathology Associated with Cristae Disorganization, and Lymphoid Abnormalities in Mice JF - PLOS ONE N2 - Mitochondrial structure and function is emerging as a major contributor to neuromuscular disease, highlighting the need for the complete elucidation of the underlying molecular and pathophysiological mechanisms. Following a forward genetics approach with N-ethyl-N-nitrosourea (ENU)-mediated random mutagenesis, we identified a novel mouse model of autosomal recessive neuromuscular disease caused by a splice-site hypomorphic mutation in a novel gene of unknown function, DnaJC11. Recent findings have demonstrated that DNAJC11 protein co-immunoprecipitates with proteins of the mitochondrial contact site (MICOS) complex involved in the formation of mitochondrial cristae and cristae junctions. Homozygous mutant mice developed locomotion defects, muscle weakness, spasticity, limb tremor, leucopenia, thymic and splenic hypoplasia, general wasting and early lethality. Neuropathological analysis showed severe vacuolation of the motor neurons in the spinal cord, originating from dilatations of the endoplasmic reticulum and notably from mitochondria that had lost their proper inner membrane organization. The causal role of the identified mutation in DnaJC11 was verified in rescue experiments by overexpressing the human ortholog. The full length 63 kDa isoform of human DNAJC11 was shown to localize in the periphery of the mitochondrial outer membrane whereas putative additional isoforms displayed differential submitochondrial localization. Moreover, we showed that DNAJC11 is assembled in a high molecular weight complex, similarly to mitofilin and that downregulation of mitofilin or SAM50 affected the levels of DNAJC11 in HeLa cells. Our findings provide the first mouse mutant for a putative MICOS protein and establish a link between DNAJC11 and neuromuscular diseases. KW - dominant optic atrophy KW - amyotrophic-lateral-sclerosis KW - nervous system KW - membrane organization KW - mitofilin KW - data-bank KW - model KW - biogenesis KW - morphology KW - reveals Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-115581 VL - 9 IS - 8 ER - TY - JOUR A1 - Breeze, Tom D. A1 - Vaissiere, Bernhard E. A1 - Bommarco, Riccardo A1 - Petanidou, Theodora A1 - Seraphides, Nicos A1 - Kozak, Lajos A1 - Scheper, Jeroen A1 - Biesmeijer, Jacobus C. A1 - Kleijn, David A1 - Gyldenkærne, Steen A1 - Moretti, Marco A1 - Holzschuh, Andrea A1 - Steffan-Dewenter, Ingolf A1 - Stout, Jane C. A1 - Pärtel, Meelis A1 - Zobel, Martin A1 - Potts, Simon G. T1 - Agricultural Policies Exacerbate Honeybee Pollination Service Supply-Demand Mismatches Across Europe JF - PLOS ONE N2 - Declines in insect pollinators across Europe have raised concerns about the supply of pollination services to agriculture. Simultaneously, EU agricultural and biofuel policies have encouraged substantial growth in the cultivated area of insect pollinated crops across the continent. Using data from 41 European countries, this study demonstrates that the recommended number of honeybees required to provide crop pollination across Europe has risen 4.9 times as fast as honeybee stocks between 2005 and 2010. Consequently, honeybee stocks were insufficient to supply >90% of demands in 22 countries studied. These findings raise concerns about the capacity of many countries to cope with major losses of wild pollinators and highlight numerous critical gaps in current understanding of pollination service supplies and demands, pointing to a pressing need for further research into this issue. KW - economy services KW - fruit set KW - sequential introduction KW - enhance KW - biodiversity KW - abundance KW - declines KW - crops KW - colonies KW - density Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-117692 SN - 1932-6203 VL - 9 IS - 1 ER - TY - JOUR A1 - Senecal, Jean-Luc A1 - Isabelle, Catherine A1 - Fritzler, Marvin J. A1 - Targoff, Ira N. A1 - Goldstein, Rose A1 - Gagne, Michel A1 - Raynauld, Jean-Pierre A1 - Joyal, France A1 - Troyanov, Yves A1 - Dabauvalle, Marie-Christine T1 - An Autoimmune Myositis-Overlap Syndrome Associated With Autoantibodies to Nuclear Pore Complexes Description and Long-Term Follow-up of the Anti-Nup Syndrome JF - Medicine N2 - Autoimmune myositis encompasses various myositis-overlap syndromes, each being identified by the presence of serum marker autoantibodies. We describe a novel myositis-overlap syndrome in 4 patients characterized by the presence of a unique immunologic marker, autoantibodies to nuclear pore complexes. The clinical phenotype was characterized by prominent myositis in association with erosive, anti-CCP, and rheumatoid factor-positive arthritis, trigeminal neuralgia, mild interstitial lung disease, Raynaud phenomenon, and weight loss. The myositis was typically chronic, relapsing, and refractory to corticosteroids alone, but remitted with the addition of a second immuno-modulating drug. There was no clinical or laboratory evidence for liver disease. The prognosis was good with 100% long-term survival (mean follow-up 19.5 yr). By indirect immunofluorescence on HEp-2 cells, sera from all 4 patients displayed a high titer of antinuclear autoantibodies (ANA) with a distinct punctate peripheral (rim) fluorescent pattern of the nuclear envelope characteristic of nuclear pore complexes. Reactivity with nuclear pore complexes was confirmed by immunoelectron microscopy. In a cohort of 100 French Canadian patients with autoimmune myositis, the nuclear pore complex fluorescent ANA pattern was restricted to these 4 patients (4%). It was not observed in sera from 393 adult patients with systemic sclerosis (n = 112), mixed connective tissue disease (n = 35), systemic lupus (n = 94), rheumatoid arthritis (n = 45), or other rheumatic diseases (n = 107), nor was it observed in 62 normal adults. Autoantibodies to nuclear pore complexes were predominantly of IgG isotype. No other IgG autoantibody markers for defined connective tissue diseases or overlap syndromes were present, indicating a selective and highly focused immune response. In 3 patients, anti-nuclear pore complex autoantibody titers varied in parallel with myositis activity, suggesting a pathogenic link to pathophysiology. The nuclear pore complex proteins, that is, nucleoporins (nup), recognized by these sera were heterogeneous and included Nup358/RanBP2 (n = 2 patients), Nup90 (n = 1), Nup62 (n = 1), and gp210 (n = 1). Taken together the data suggest that nup autoantigens themselves drive the anti-nup autoimmune response. Immunogenetically, the 4 patients shared the DQA1*0501 allele associated with an increased risk for autoimmune myositis. In conclusion, we report an apparent novel subset of autoimmune myositis in our population of French Canadian patients with connective tissue diseases. This syndrome is recognized by the presence of a unique immunologic marker, autoantibodies to nuclear pore complexes that react with nups, consistent with an "anti-nupsyndrome.'' KW - idiopathic inflammatory myopathies KW - primary biliary-cirrhosis KW - transfer RNA-synthetases KW - major histocompatibility complex KW - systemic sclerosis KW - French-Canadian patients KW - protein KW - predictive factors KW - envelope KW - antibodies Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-114829 SN - 0025-7974 VL - 93 IS - 24 ER - TY - JOUR A1 - Alsheimer, Manfred A1 - Link, Jana A1 - Leubner, Monika A1 - Schmitt, Johannes A1 - Göb, Eva A1 - Benavente, Ricardo A1 - Jeang, Kuan-Teh A1 - Xu, Rener T1 - Analysis of Meiosis in SUN1 Deficient Mice Reveals a Distinct Role of SUN2 in Mammalian Meiotic LINC Complex Formation and Function N2 - LINC complexes are evolutionarily conserved nuclear envelope bridges, composed of SUN (Sad-1/UNC-84) and KASH (Klarsicht/ANC-1/Syne/homology) domain proteins. They are crucial for nuclear positioning and nuclear shape determination, and also mediate nuclear envelope (NE) attachment of meiotic telomeres, essential for driving homolog synapsis and recombination. In mice, SUN1 and SUN2 are the only SUN domain proteins expressed during meiosis, sharing their localization with meiosis-specific KASH5. Recent studies have shown that loss of SUN1 severely interferes with meiotic processes. Absence of SUN1 provokes defective telomere attachment and causes infertility. Here, we report that meiotic telomere attachment is not entirely lost in mice deficient for SUN1, but numerous telomeres are still attached to the NE through SUN2/KASH5-LINC complexes. In Sun12/2 meiocytes attached telomeres retained the capacity to form bouquetlike clusters. Furthermore, we could detect significant numbers of late meiotic recombination events in Sun12/2 mice. Together, this indicates that even in the absence of SUN1 telomere attachment and their movement within the nuclear envelope per se can be functional. Author summary: Correct genome haploidization during meiosis requires tightly regulated chromosome movements that follow a highly conserved choreography during prophase I. Errors in these movements cause subsequent meiotic defects, which typically lead to infertility. At the beginning of meiotic prophase, chromosome ends are tethered to the nuclear envelope (NE). This attachment of telomeres appears to be mediated by well-conserved membrane spanning protein complexes within the NE (LINC complexes). In mouse meiosis, the two main LINC components SUN1 and SUN2 were independently described to localize at the sites of telomere attachment. While SUN1 has been demonstrated to be critical for meiotic telomere attachment, the precise role of SUN2 in this context, however, has been discussed controversially in the field. Our current study was targeted to determine the factual capacity of SUN2 in telomere attachment and chromosome movements in SUN1 deficient mice. Remarkably, although telomere attachment is impaired in the absence of SUN1, we could find a yet undescribed SUN1-independent telomere attachment, which presumably is mediated by SUN2 and KASH5. This SUN2 mediated telomere attachment is stable throughout prophase I and functional in moving telomeres within the NE. Thus, our results clearly indicate that SUN1 and SUN2, at least partially, fulfill redundant meiotic functions. KW - telomeres KW - spermatocytes KW - Oocytes KW - meiosis KW - protein domains KW - cytoskeleton KW - synapsis KW - homologous chromosomes Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-111355 ER - TY - JOUR A1 - Floren, Andreas A1 - Mupepele, Anne-Christine A1 - Müller, Tobias A1 - Dittrich, Marcus T1 - Are Temperate Canopy Spiders Tree-Species Specific? N2 - Arboreal spiders in deciduous and coniferous trees were investigated on their distribution and diversity. Insecticidal knock-down was used to comprehensively sample spiders from 175 trees from 2001 to 2003 in the Białowieża forest and three remote forests in Poland. We identified 140 species from 9273 adult spiders. Spider communities were distinguished between deciduous and coniferous trees. The richest fauna was collected from Quercus where beta diversity was also highest. A tree-species-specific pattern was clearly observed for Alnus, Carpinus, Picea and Pinus trees and also for those tree species that were fogged in only four or three replicates, namely Betula and Populus. This hitherto unrecognised association was mainly due to the community composition of common species identified in a Dufrene-Legendre indicator species analysis. It was not caused by spatial or temporal autocorrelation. Explaining tree-species specificity for generalist predators like spiders is difficult and has to involve physical and ecological tree parameters like linkage with the abundance of prey species. However, neither did we find a consistent correlation of prey group abundances with spiders nor could differences in spider guild composition explain the observed pattern. Our results hint towards the importance of deterministic mechanisms structuring communities of generalist canopy spiders although the casual relationship is not yet understood. KW - trees KW - spiders KW - conifers KW - forests KW - predation KW - oaks KW - community structures KW - pines Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-111413 ER - TY - THES A1 - Schulze, Katja T1 - Automatisierte Klassifizierung und Viabilitätsanalyse von Phytoplankton T1 - Automated classification and viability analysis for phytoplankton N2 - Zentrales Ziel dieser Arbeit war es, Methoden der Mikroskopie, Bildverarbeitung und Bilderkennung für die Charakterisierungen verschiedener Phyotplankter zu nutzen, um deren Analyse zu verbessern und zu vereinfachen. Der erste Schwerpunkt der Arbeit lag auf der Analyse von Phytoplanktongemeinschaften, die im Rahmen der Überprüfung der Süßwasserqualität als Marker dienen. Die konventionelle Analyse ist dabei sehr aufwendig, da diese noch immer vollständig von Hand durchgeführt wird und hierfür speziell ausgebildetes Personal eingesetzt werden muss. Ziel war es, ein System zur automatischen Erkennung aufzubauen, um die Analyse vereinfachen zu können. Mit Hilfe von automatischer Mikroskopie war es möglich Plankter unterschiedlicher Ausdehnung durch die Integration mehrerer Schärfeebenen besser in einem Bild aufzunehmen. Weiterhin wurden verschiedene Fluoreszenzeigenschaften in die Analyse integriert. Mit einem für ImageJ erstellten Plugin können Organismen vom Hintergrund der Aufnahmen abgetrennt und eine Vielzahl von Merkmalen berechnet werden. Über das Training von neuralen Netzen wird die Unterscheidung von verschieden Gruppen von Planktontaxa möglich. Zudem können weitere Taxa einfach in die Analyse integriert und die Erkennung erweitert werden. Die erste Analyse von Mischproben, bestehend aus 10 verschiedenen Taxa, zeigte dabei eine durchschnittliche Erkennungsrate von 94.7% und eine durchschnittliche Falsch-Positiv Rate von 5.5%. Im Vergleich mit bestehenden Systemen konnte die Erkennungsrate verbessert und die Falsch Positiv Rate deutlich gesenkt werde. Bei einer Erweiterung des Datensatzes auf 22 Taxa wurde darauf geachtet, Arten zu verwenden, die verschiedene Stadien in ihrem Wachstum durchlaufen oder höhere Ähnlichkeiten zu den bereits vorhandenen Arten aufweisen, um evtl. Schwachstellen des Systemes erkennen zu können. Hier ergab sich eine gute Erkennungsrate (86.8%), bei der der Ausschluss von nicht-planktonischen Partikeln (11.9%) weiterhin verbessert war. Der Vergleich mit weiteren Klassifikationsverfahren zeigte, dass neuronale Netze anderen Verfahren bei dieser Problemstellung überlegen sind. Ähnlich gute Klassifikationsraten konnten durch Support Vektor Maschinen erzielt werden. Allerdings waren diese bei der Unterscheidung von unbekannten Partikeln dem neuralen Netz deutlich unterlegen. Der zweite Abschnitt stellt die Entwicklung einer einfachen Methode zur Viabilitätsanalyse von Cyanobakterien, bei der keine weitere Behandlung der Proben notwendig ist, dar. Dabei wird die rote Chlorophyll - Autofluoreszenz als Marker für lebende Zellen und eine grüne unspezifische Fluoreszenz als Marker für tote Zellen genutzt. Der Assay wurde mit dem Modellorganismus Synechocystis sp. PCC 6803 etabliert und validiert. Die Auswahl eines geeigeneten Filtersets ermöglicht es beide Signale gleichzeitig anzuregen und zu beobachten und somit direkt zwischen lebendenden und toten Zellen zu unterscheiden. Die Ergebnisse zur Etablierung des Assays konnten durch Ausplattieren, Chlorophyllbestimmung und Bestimmung des Absorbtionsspektrums bestätigt werden. Durch den Einsatz von automatisierter Mikroskopie und einem neu erstellten ImageJ Plugin wurde eine sehr genaue und schnelle Analyse der Proben möglich. Der Einsatz beim Monitoring einer mutagenisierten Kultur zur Erhöhung der Temperaturtoleranz ermöglichte genaue und zeitnahe Einblicke in den Zustand der Kultur. Weitere Ergebnisse weisen darauf hin, dass die Kombination mit Absorptionsspektren es ermöglichen können bessere Einblicke in die Vitalität der Kultur zu erhalten. N2 - Central goal of this work was to improve and simplify the characterization of different phytoplankter by the use of automated microscopy, image processing and image analysis. The first part of the work dealt with the analysis of pytoplankton communities, which are used as a marker for the determination of fresh water quality. The current routine analysis, is very time consuming and expensive, as it is carried out manually by trained personnel. Thus the goal of this work was to develop a system for automating the analysis. With the use of automated microscopy different focal planes could be integrated into one image, which made it possible to image plankter of different focus levels simultaneously. Additionally it allowed the integration of different fluorescence characteristics into the analysis. An image processing routine, developed in ImageJ, allows the segmentation of organisms from the image background and the calculation of a large range of features. Neural networks are then used for the classification of previously defined groups of plankton taxa. The program allows easy integration of additional taxa and expansion of the recognition targets. The analysis of samples containing 10 different taxa showed an average recognition rate of 94.7% and an average error rate of 5.5%. The obtained recognition rate was better than those of existing systems and the exclusion of non-plankton particles could be greatly improved. After extending the data set to 22 different classes of (more demanding) taxa a still good recognition (86.9 %) and still improved error rate (11.9 %) were obtained. This extended set was specifically selected in order to target potential weaknesses of the system. It contained mainly taxa that showed strong similarities to each other or taxa that go through various different morphological stages during their growth. The obtained recognition rates were comparable or better than those of existing systems and the exclusion of non-plankton particles could be greatly improved. A comparison of different classification methods showed, that neural networks are superior to all other investigated methods when used for this specific task. While similar recognition rates could be achieved with the use of support vector machines they were vastly inferior for the differentiation of unknown particles. The second part focused on the development of a simple live - dead assay for unicellular cyanobacteria without the need of sample preparation. The assay uses red chlorophyll fluorescence, corresponding to viable cells, and an unspecific green autofluorescence, that can only be observed in non viable cells. The assay was established and validated for the model organism Synechocystis sp. PCC 6803. With the selection of a suitable filter-set both signals could be excited and observed simultaneously, allowing a direct classification of viable and non-viable cells. The results were confirmed by plating/colony count, absorption spectra and chlorophyll measurements. The use of an automated fluorescence microscope and an ImageJ based image analysis plugin allows a very precise and fast analysis. The monitoring of a random mutagenized culture undergoing selection for improved temperature tolerance allowed an accurate and prompt insight into the condition of the culture. Further results indicate that a combination of the new assay with absorption spectra or chlorophyll concentration measurements allows the estimation of the vitality of cells. KW - Bilderkennnung KW - Bioinformatik KW - Phytoplankton KW - Bilderkennung KW - Phytoplankton KW - Viabilität KW - Mikroskopie KW - Bioinformatik Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-107174 ER - TY - THES A1 - Bettaga, Noomen T1 - Bedeutung der NO-sensitiven Guanylyl Cyclase bei der Angiogenese und der Arteriogenese in der Maus T1 - Role of NO-sensitive guanylyl cyclase in angiogenesis and arteriogenesis in mice N2 - Stickstoffmonoxid (NO) spielt eine wichtige Rolle bei Gefäßremodelling-Prozessen wie Angiogenese und Arteriogenese. Die NO-Synthese im Gefäßsystem wird hauptsächlich durch die endotheliale NO-Synthase (eNOS) gewährleistet. Sie kann durch verschiedene Faktoren wie Scherkräfte und Zytokine wie der vaskuläre endotheliale Wachstumsfaktor (VEGF) reguliert werden. VEGF ist ein wichtiger Stimulator der Angiogenese und wird während dieses Prozesses hochreguliert. Die meisten physiologischen Effekte von NO werden durch die NO-sensitive Guanylyl-Cyclase (NO-GC) vermittelt. Als Hauptrezeptor für NO produziert die NO-GC den sekundären Botenstoff cyklisches Guanosinmonophosphat (cGMP) und führt dadurch zur Stimulation der verschiedenen Effektoren wie z.B. der PKG. Ob die Wirkung von NO in Angiogenese und Arteriogenese ebenfalls durch NO-GC vermittelt wird, war bis zum Beginn dieser Arbeit noch unklar. Die NO-GC besteht aus zwei Untereinheiten (α und ß). Die Deletion der ß1-Untereinheit in Mäusen resultiert in einer vollständigen Knockout Maus (GCKO). Mithilfe des Cre-LoxP-Systems wurden zusätzlich zellspezifische Knockout-Mäuse für glatte Muskelzellen (SMC-GCKO) und Endothelzellen (EC-GCKO) generiert. Um die Rolle der NO-GC in der Angiogenese und Arteriogenese zu untersuchen, wurden drei gut etablierte Methoden benutzt. Im ersten Teil des Projekts sollte die Expression der NO-GC in Endothelzellen untersucht werden. Zu diesem Zweck wurde die reverse Transkriptase-Polymerase-Kettenreaktion (RT-PCR) benutzt. Die Ergebnisse zeigen, dass die NO-GC in Endothelzellen der Lunge nur äußerst gering wenig exprimiert ist. Durch den Aortenring-Assay wurde eine Rolle der NO-GC bei der VEGF-vermittelten Angiogenese festgestellt. Dabei zeigte sich eine stärkere Angiogeneserate bei globaler Abwesenheit der NO-GC. Bei Fehlen der NO-GC ausschließlich in Endothelzellen zeigte sich kein Unterschied in den aussprossenden Aorten im Vergleich zu den Kontroll-Tieren. Dies zeigt, dass die NO-GC in Endothelzellen sehr wahrscheinlich keine Rolle bei der VEGF-vermittelten Angiogenese spielt. Im zweiten Teil wurde die Rolle der NO-GC bei der Angiogenese in einem in vivo-Modell untersucht. In dem Modell der Sauerstoff-induzierten-Retinopathie zeigten die GCKO-Mäuse eine verringerte Vaso-Obliteration, eine verlangsamte Angiogenese und eine erhöhte Tuft-Bildung. Ähnliche Ergebnisse wurden bei den SMC-GCKO-Tieren beobachtet. EC-GCKO-Mäuse zeigten eine gegenüber den Kontroll-Tieren unveränderte Vaso-Obliteration, Angiogeneserate und Tuft-Bildung. Diese Ergebnisse lassen darauf schließen, dass die NO-GC in Endothelzellen keine Rolle spielt. Immunfluoreszenz-Aufnahmen zeigten die Expression von NO-GC in Perizyten der Gefäßkapillaren der Mausretina. Daher könnte die NO-GC in diesem Zelltyp letztendlich für die Effekte bei den GCKO- und SMC-GCKO-Tieren verantwortlich sein. Im letzten Teil dieser Arbeit wurde eine Versuchsreihe unter Anwendung des Hinterlauf-Ischämie-Modells durchgeführt. Hierbei entwickelten die Pfoten aller GCKO- und teilweise der SMC-GCKO-Tiere nach der Ligation der Femoralarterie eine Nekrose. Die Regeneration der Hinterläufe der EC-GCKO-Tiere nach der Operation verlief normal. Diese Ergebnisse schließen eine bedeutende Rolle der NO-GC in Endothelzellen aus, zeigen allerdings, dass die NO-GC in den glatten Muskelzellen essentiell für den Arteriogenese-Prozess ist. Zusammengefasst führt die Deletion der NO-GC in glatten Muskelzellen und wahrscheinlich auch in Perizyten zur einer verlangsamten Angiogenese und Inhibierung der Arteriogenese. N2 - Nitric oxide (NO) plays an important role in vascular remodelling processes such as angiogenesis and arteriogenesis. The synthesis of NO in the vascular system is ensured mainly by endothelial NO synthase (eNOS). It can be regulated by a number of factors, such as shear stress and cytokines like the vascular endothelial growth factor (VEGF). VEGF is an important stimulator of angiogenesis and is upregulated during this process. Most of the physiological effects of NO are mediated by the NO-sensitive guanylyl cyclase (NO-GC). As the main receptor for NO, NO-GC produces the second messenger cyclic guanosine monophosphate (cGMP) and thereby leads to a variety of physiological effects. However, whether the effects of NO in angiogenesis and arteriogenesis are also mediated by NO-GC is still unclear. NO-GC consists of two subunits (α and ß). The deletion of the ß1 subunit in mice results in a global knockout mouse (GCKO). Using the Cre-LoxP system we also generated smooth muscle cell-specific (SMC GCKO) and endothelial cell-specific knockout mice (EC GCKO). To investigate the role of NO-GC in angiogenesis and arteriogenesis, three well-established methods have been used. In the first part of the project, the expression of the NO-GC in endothelial cells should be investigated. By using the reverse transcription polymerase chain reaction method (RT-PCR), the results show a very weak expression of the NO-GC in endothelial cells of the lung. A role for NO-GC in the VEGF-mediated angiogenesis was ascertained by the aortic ring assay. The results show an increased angiogenesis in the global absence of NO-GC. However, the EC-GCKO shows no difference compared to control mice. This indicates that NO-GC in endothelial cells is unlikely to play a major role in VEGF-mediated angiogenesis. In the second part of the project, the role of NO-GC in angiogenesis was investigated in an in vivo model. In the oxygen induced-retinopathy model (OIR), GCKO mice showed reduced vaso-obliteration, slowed angiogenesis and increased tuft formation. Similar results were observed in the SMC-GCKO animals. In contrast, EC-GCKO mice showed vaso-obliteration as well as angiogenesis rate and tuft formation similar to those seen in control animals. The results of this experiment suggest that NO-GC in endothelial cells is not involved in vaso-obliteration, physiological angiogenesis and tuft formation. Immunhistochemical analyses showed the expression of NO-GC in pericytes of the vascular capillaries of the mouse retina. Therefore, NO-GC in this cell type could be responsible for the effects in GCKO- and SMC-GCKO animals. In the last part of this thesis, hindlimb-ischemia experiments were performed. For this purpose, the paws of all GCKO- and some SMC-GCKO animals showed necrosis after ligation of the femoral artery. The regeneration of legs from EC-GCKO animals after the operation was normal. These results exclude a major role of NO-GC in endothelial cells, but show that NO-GC in smooth muscle cells is essential in the arteriogenesis process. In summary, the deletion of NO-GC in smooth muscle cells and probably also in pericytes leads to a slowed angiogenesis and inhibits arteriogenesis. KW - Guanylylcyclase KW - cGMP KW - Stickstoffmonoxid KW - Angiogenese KW - Arteriogenese KW - Maus Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-111284 ER -