570 Biowissenschaften; Biologie
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Flux-P
(2012)
Quantitative knowledge of intracellular fluxes in metabolic networks is invaluable for inferring metabolic system behavior and the design principles of biological systems. However, intracellular reaction rates can not often be calculated directly but have to be estimated; for instance, via 13C-based metabolic flux analysis, a model-based interpretation of stable carbon isotope patterns in intermediates of metabolism. Existing software such as FiatFlux, OpenFLUX or 13CFLUX supports experts in this complex analysis, but requires several steps that have to be carried out manually, hence restricting the use of this software for data interpretation to a rather small number of experiments. In this paper, we present Flux-P as an approach to automate and standardize 13C-based metabolic flux analysis, using the Bio-jETI workflow framework. Exemplarily based on the FiatFlux software, it demonstrates how services can be created that carry out the different analysis steps autonomously and how these can subsequently be assembled into software workflows that perform automated, high-throughput intracellular flux analysis of high quality and reproducibility. Besides significant acceleration and standardization of the data analysis, the agile workflow-based realization supports flexible changes of the analysis workflows on the user level, making it easy to perform custom analyses.
F2C2
(2012)
Background: Flux coupling analysis (FCA) has become a useful tool in the constraint-based analysis of genome-scale metabolic networks. FCA allows detecting dependencies between reaction fluxes of metabolic networks at steady-state. On the one hand, this can help in the curation of reconstructed metabolic networks by verifying whether the coupling between reactions is in agreement with the experimental findings. On the other hand, FCA can aid in defining intervention strategies to knock out target reactions.
Results: We present a new method F2C2 for FCA, which is orders of magnitude faster than previous approaches. As a consequence, FCA of genome-scale metabolic networks can now be performed in a routine manner.
Conclusions: We propose F2C2 as a fast tool for the computation of flux coupling in genome-scale metabolic networks. F2C2 is freely available for non-commercial use at https://sourceforge.net/projects/f2c2/files/.
All's well that ends well
(2012)
The transition from cell proliferation to cell expansion is critical for determining leaf size. Andriankaja et al. (2012) demonstrate that in leaves of dicotyledonous plants, a basal proliferation zone is maintained for several days before abruptly disappearing, and that chloroplast differentiation is required to trigger the onset of cell expansion.
The size of plant organs, such as leaves and flowers, is determined by an interaction of genotype and environmental influences. Organ growth occurs through the two successive processes of cell proliferation followed by cell expansion. A number of genes influencing either or both of these processes and thus contributing to the control of final organ size have been identified in the last decade. Although the overall picture of the genetic regulation of organ size remains fragmentary, two transcription factor/microRNA-based genetic pathways are emerging in the control of cell proliferation. However, despite this progress, fundamental questions remain unanswered, such as the problem of how the size of a growing organ could be monitored to determine the appropriate time for terminating growth. While genetic analysis will undoubtedly continue to advance our knowledge about size control in plants, a deeper understanding of this and other basic questions will require including advanced live-imaging and mathematical modeling, as impressively demonstrated by some recent examples. This should ultimately allow the comparison of the mechanisms underlying size control in plants and in animals to extract common principles and lineage-specific solutions.
The distinctness of, and overlap between, pea genotypes held in several Pisum germplasm collections has been used to determine their relatedness and to test previous ideas about the genetic diversity of Pisum. Our characterisation of genetic diversity among 4,538 Pisum accessions held in 7 European Genebanks has identified sources of novel genetic variation, and both reinforces and refines previous interpretations of the overall structure of genetic diversity in Pisum. Molecular marker analysis was based upon the presence/absence of polymorphism of retrotransposon insertions scored by a high-throughput microarray and SSAP approaches. We conclude that the diversity of Pisum constitutes a broad continuum, with graded differentiation into sub-populations which display various degrees of distinctness. The most distinct genetic groups correspond to the named taxa while the cultivars and landraces of Pisum sativum can be divided into two broad types, one of which is strongly enriched for modern cultivars. The addition of germplasm sets from six European Genebanks, chosen to represent high diversity, to a single collection previously studied with these markers resulted in modest additions to the overall diversity observed, suggesting that the great majority of the total genetic diversity collected for the Pisum genus has now been described. Two interesting sources of novel genetic variation have been identified. Finally, we have proposed reference sets of core accessions with a range of sample sizes to represent Pisum diversity for the future study and exploitation by researchers and breeders.
Dynamic regulatory on/off minimization for biological systems under internal temporal perturbations
(2012)
Background: Flux balance analysis (FBA) together with its extension, dynamic FBA, have proven instrumental for analyzing the robustness and dynamics of metabolic networks by employing only the stoichiometry of the included reactions coupled with adequately chosen objective function. In addition, under the assumption of minimization of metabolic adjustment, dynamic FBA has recently been employed to analyze the transition between metabolic states.
Results: Here, we propose a suite of novel methods for analyzing the dynamics of (internally perturbed) metabolic networks and for quantifying their robustness with limited knowledge of kinetic parameters. Following the biochemically meaningful premise that metabolite concentrations exhibit smooth temporal changes, the proposed methods rely on minimizing the significant fluctuations of metabolic profiles to predict the time-resolved metabolic state, characterized by both fluxes and concentrations. By conducting a comparative analysis with a kinetic model of the Calvin-Benson cycle and a model of plant carbohydrate metabolism, we demonstrate that the principle of regulatory on/off minimization coupled with dynamic FBA can accurately predict the changes in metabolic states.
Conclusions: Our methods outperform the existing dynamic FBA-based modeling alternatives, and could help in revealing the mechanisms for maintaining robustness of dynamic processes in metabolic networks over time.
MHC genes encode proteins that are responsible for the recognition of foreign antigens and the triggering of a subsequent, adequate immune response of the organism. Thus they hold a key position in the immune system of vertebrates. It is believed that the extraordinary genetic diversity of MHC genes is shaped by adaptive selectional processes in response to the reoccurring adaptations of parasites and pathogens. A large number of MHC studies were performed in a wide range of wildlife species aiming to understand the role of immune gene diversity in parasite resistance under natural selection conditions. Methodically, most of this work with very few exceptions has focussed only upon the structural, i.e. sequence diversity of regions responsible for antigen binding and presentation. Most of these studies found evidence that MHC gene variation did indeed underlie adaptive processes and that an individual’s allelic diversity explains parasite and pathogen resistance to a large extent. Nevertheless, our understanding of the effective mechanisms is incomplete. A neglected, but potentially highly relevant component concerns the transcriptional differences of MHC alleles. Indeed, differences in the expression levels MHC alleles and their potential functional importance have remained unstudied. The idea that also transcriptional differences might play an important role relies on the fact that lower MHC gene expression is tantamount with reduced induction of CD4+ T helper cells and thus with a reduced immune response. Hence, I studied the expression of MHC genes and of immune regulative cytokines as additional factors to reveal the functional importance of MHC diversity in two free-ranging rodent species (Delomys sublineatus, Apodemus flavicollis) in association with their gastrointestinal helminths under natural selection conditions. I established the method of relative quantification of mRNA on liver and spleen samples of both species in our laboratory. As there was no available information on nucleic sequences of potential reference genes in both species, PCR primer systems that were established in laboratory mice have to be tested and adapted for both non-model organisms. In the due course, sets of stable reference genes for both species were found and thus the preconditions for reliable measurements of mRNA levels established. For D. sublineatus it could be demonstrated that helminth infection elicits aspects of a typical Th2 immune response. Whereas mRNA levels of the cytokine interleukin Il4 increased with infection intensity by strongyle nematodes neither MHC nor cytokine expression played a significant role in D. sublineatus. For A. flavicollis I found a negative association between the parasitic nematode Heligmosomoides polygyrus and hepatic MHC mRNA levels. As a lower MHC expression entails a lower immune response, this could be evidence for an immune evasive strategy of the nematode, as it has been suggested for many micro-parasites. This implies that H. polygyrus is capable to interfere actively with the MHC transcription. Indeed, this parasite species has long been suspected to be immunosuppressive, e.g. by induction of regulatory T-helper cells that respond with a higher interleukin Il10 and tumor necrosis factor Tgfb production. Both cytokines in turn cause an abated MHC expression. By disabling recognition by the MHC molecule H. polygyrus might be able to prevent an activation of the immune system. Indeed, I found a strong tendency in animals carrying the allele Apfl-DRB*23 to have an increased infection intensity with H. polygyrus. Furthermore, I found positive and negative associations between specific MHC alleles and other helminth species, as well as typical signs of positive selection acting on the nucleic sequences of the MHC. The latter was evident by an elevated rate of non-synonymous to synonymous substitutions in the MHC sequences of exon 2 encoding the functionally important antigen binding sites whereas the first and third exons of the MHC DRB gene were highly conserved. In conclusion, the studies in this thesis demonstrate that valid procedures to quantify expression of immune relevant genes are also feasible in non-model wildlife organisms. In addition to structural MHC diversity, also MHC gene expression should be considered to obtain a more complete picture on host-pathogen coevolutionary selection processes. This is especially true if parasites are able to interfere with systemic MHC expression. In this case advantageous or disadvantageous effects of allelic binding motifs are abated. The studies could not define the role of MHC gene expression in antagonistic coevolution as such but the results suggest that it depends strongly on the specific parasite species that is involved.
Sustainable management of semi-arid African savannas under environmental and political change
(2012)
Drylands cover about 40% of the earth’s land surface and provide the basis for the livelihoods of 38% of the global human population. Worldwide, these ecosystems are prone to heavy degradation. Increasing levels of dryland degradation result a strong decline of ecosystem services. In addition, in highly variable semi-arid environments changing future environmental conditions will potentially have severe consequences for productivity and ecosystem dynamics. Hence, global efforts have to be made to understand the particular causes and consequences of dryland degradation and to promote sustainable management options for semi-arid and arid ecosystems in a changing world. Here I particularly address the problem of semi-arid savanna degradation, which mostly occurs in form of woody plant encroachment. At this, I aim at finding viable sustainable management strategies and improving the general understanding of semi-arid savanna vegetation dynamics under conditions of extensive livestock production. Moreover, the influence of external forces, i.e. environmental change and land reform, on the use of savanna vegetation and on the ecosystem response to this land use is assessed. Based on this I identify conditions and strategies that facilitate a sustainable use of semi-arid savanna rangelands in a changing world. I extended an eco-hydrological model to simulate rangeland vegetation dynamics for a typical semi-arid savanna in eastern Namibia. In particular, I identified the response of semi-arid savanna vegetation to different land use strategies (including fire management) also with regard to different predicted precipitation, temperature and CO2 regimes. Not only environmental but also economic and political constraints like e.g. land reform programmes are shaping rangeland management strategies. Hence, I aimed at understanding the effects of the ongoing process of land reform in southern Africa on land use and the semi-arid savanna vegetation. Therefore, I developed and implemented an agent-based ecological-economic modelling tool for interactive role plays with land users. This tool was applied in an interdisciplinary empirical study to identify general patterns of management decisions and the between-farm cooperation of land reform beneficiaries in eastern Namibia. The eco-hydrological simulations revealed that the future dynamics of semi-arid savanna vegetation strongly depend on the respective climate change scenario. In particular, I found that the capacity of the system to sustain domestic livestock production will strongly depend on changes in the amount and temporal distribution of precipitation. In addition, my simulations revealed that shrub encroachment will become less likely under future climatic conditions although positive effects of CO2 on woody plant growth and transpiration have been considered. While earlier studies predicted a further increase in shrub encroachment due to increased levels of atmospheric CO2, my contrary finding is based on the negative impacts of temperature increase on the drought sensitive seedling germination and establishment of woody plant species. Further simulation experiments revealed that prescribed fires are an efficient tool for semi-arid rangeland management, since they suppress woody plant seedling establishment. The strategies tested have increased the long term productivity of the savanna in terms of livestock production and decreased the risk for shrub encroachment (i.e. savanna degradation). This finding refutes the views promoted by existing studies, which state that fires are of minor importance for the vegetation dynamics of semi-arid and arid savannas. Again, the difference in predictions is related to the bottleneck at the seedling establishment stage of woody plants, which has not been sufficiently considered in earlier studies. The ecological-economic role plays with Namibian land reform beneficiaries showed that the farmers made their decisions with regard to herd size adjustments according to economic but not according to environmental variables. Hence, they do not manage opportunistically by tracking grass biomass availability but rather apply conservative management strategies with low stocking rates. This implies that under the given circumstances the management of these farmers will not per se cause (or further worsen) the problem of savanna degradation and shrub encroachment due to overgrazing. However, as my results indicate that this management strategy is rather based on high financial pressure, it is not an indicator for successful rangeland management. Rather, farmers struggle hard to make any positive revenue from their farming business and the success of the Namibian land reform is currently disputable. The role-plays also revealed that cooperation between farmers is difficult even though obligatory due to the often small farm sizes. I thus propose that cooperation needs to be facilitated to improve the success of land reform beneficiaries.
Die Restenose stellt ein zentrales Problem der interventionellen Kardiologie dar und ist häufigste Komplikation nach perkutanen Angioplastieverfahren. Hauptursache dieser Wiederverengung des Gefäßes ist die Bildung einer Neointima durch die Proliferation transdifferenzierter vaskulärer glatter Muskelzellen und die Sekretion extrazellulärer Matrix. Die Entstehung reaktiver Sauerstoffspezies (ROS) und die Entzündungsreaktion nach der Gefäßverletzung werden als frühe, die Neointimabildung induzierende Prozesse diskutiert. Im Rahmen dieser Arbeit wurden mehrere Projekte bearbeitet, die Aufschluss über die während der Neointimabildung statt findenden Prozesse geben sollen. Mit Hilfe eines Verletzungsmodells der murinen Femoralarterie wurde der Einfluss der Entzündung und der ROS-Bildung auf die Neointimabildung in der Maus untersucht. Die Behandlung mit dem mitochondrialen Superoxiddismutase-Mimetikum MitoTEMPO verminderte die Bildung der Neointima besser, als die Behandlung mit dem globalen ROS-Fänger N-Acetylcystein. Die stärkste Hemmung der Neointimabildung wurde jedoch durch die Immunsuppression mit Rapamycin erreicht. Interferon-γ (INFγ) ist ein wichtiges Zytokin der Th1-Immunantwort, das in Folge der Gefäßverletzung freigesetzt wird und die proinflammatorischen Chemokine CXCL9 (MIG, Monokine Induced by INF), CXCL10 (IP-10, INF inducible Protein of 10 kDa) und CXCL11 (I-TAC, Interferon inducible T cell-Chemoattractant) induziert. CXCL9, CXCL10 und CXCL11 sind Liganden des CXC-Chemokinrezeptors 3 (CXCR3) und locken chemotaktisch CXCR3 positive Entzündungszellen zum Ort der Gefäßverletzung. Daher wurde die spezielle Bedeutung des Chemokins CXCL10 in der Restenose untersucht. Dazu wurden CXCL10-defiziente Mäuse dem Femoralisverletzungsmodell unterzogen und die Gefäße nach 14 Tagen morphometrisch und immunhistologisch untersucht. CXCL10-Defizienz führte in Mäusen zu einer verminderten Neointimabildung, die mit einer verringerten Inflammation, Apoptose und Proliferation im verletzten Gefäß korrelierte. Neben der Inflammation beeinflusst aber auch die Reendothelialisierung der verletzten Gefäßwand die Restenose. Interessanterweise war im Vergleich zu Wildtyp-Mäusen in den CXCL10-Knockout-Mäusen auch die Reendothelialisierung erheblich verbessert. Offensichtlich ist das CXCR3-Chemokinsystem also in völlig unterschiedliche biologische Prozesse involviert und beeinflusst nicht nur die Bildung der Neoimtima durch die Förderung der Entzündung, sondern auch die Unterdrückung der Reendothelialisierung der verletzten Gefäßwand. Tatsächlich wird der CXCR3 nicht nur auf Entzündungszellen, sondern auch auf Endothelzellen exprimiert. Zur separaten Untersuchung der Rolle des CXCR3 in der Inflammation und der Reendothelialisierung wurde im Rahmen dieser Arbeit damit begonnen konditionelle CXCR3-Knockout-Mäuse zu generieren, in denen der CXCR3 entweder in Entzündungszellen oder in Endothelzellen ausgeschaltet ist. Zum besseren Verständnis der molekularen Mechanismen, mit denen der CXCR3 seine Funktionen vermittelt, wurde zudem untersucht ob dieser mit anderen G-Protein-gekoppelten Rezeptoren (GPCR) interagiert. Die Analyse von Coimmunpräzipitaten deutet auf eine Homodimerisierung der beiden CXCR3 Splicevarianten CXCR3A und CXCR3B, sowie auf die Heterodimerbildung von CXCR3A und CXCR3B mit sich, sowie jeweils mit CCR2, CCR3, CCR5 und den Opioidrezeptoren MOR und KOR hin. Die getestete Methode des Fluoreszenz-Resonanz-Energietransfers (FRET) erwies sich jedoch als ungeeignet zur Untersuchung von CXCR3, da dieser in HEK293T-Zellen nicht korrekt transient exprimiert wurde. Insgesamt deuten die Ergebnisse dieser Arbeit darauf hin, dass das CXCR3-Chemokinsystem eine zentrale Rolle in unterschiedlichen, die Neointimabildung beeinflussenden Prozessen spielt. Damit könnten der CXCR3 und insbesondere das Chemokin CXCL10 interessante Zielmoleküle in der Entwicklung neuer verbesserter Therapien zur Verhinderung der Restenose darstellen.
Die Mykorrhiza (griechisch: mýkēs für „Pilz”; rhiza für „Wurzel”) stellt eine Symbiose zwischen Pilzen und einem Großteil der Landpflanzen dar. Der Pilz verbessert durch die Symbiose die Versorgung der Pflanze mit Nährstoffen, während die Pflanze den Pilz mit Kohlenhydraten versorgt. Die arbuskuläre Mykorrhiza (AM) stellt dabei einen beson-dere Form der Mykorrhiza dar. Der AM-Pilz bildet dabei während der Symbiose die namensgebenden Arbuskeln innerhalb der Wurzelzellen als Ort des primären Nährstoff- austausches aus. Die AM-Symbiose (AMS) ist der Forschungsschwerpunkt dieser Arbeit. Als Modellorganismen wurden Medicago truncatula und Glomus intraradices verwendet. Es wurden Transkriptionsanalysen durchgeführt um u.a. AMS regulierte Transkriptions- faktoren (TFs) zu identifizieren. Die Aktivität der Promotoren von drei der so identifizier-ten AMS-regulierten TFs (MtOFTN, MtNTS, MtDES) wurde mit Hilfe eine Reportergens visualisiert. Der Bereich der größten Promotoraktivität waren in einem Fall nur die ar- buskelhaltigen Zellen (MtOFTN). Im zweiten Fall war der Promotor auch aktiv in nicht arbuskelhaltigen Zellen, jedoch am stärksten aktiv in den arbuskelhaltigen Zellen (MtNTS). Ein weiterer Promotor war in arbuskelhaltigen Zellen und den diesen benach-barten Zellen gleich aktiv (MtDES). Zusätzlich wurden weitere Gene als AMS-reguliert identifiziert und es wurde für drei dieser Gene (MtPPK, MtAmT, MtMDRL) ebenfalls eine Promotor::Reporter-Aktivitäts- studie durchgeführt. Die Promotoren der Kinase (MtPPK) und des Ammoniumtrans-porters (MtAmt) waren dabei ausschließlich in arbuskelhaltigen Zellen aktiv, während die Aktivität des ABC-Transporters (MtMDRL) keinem bestimmten Zelltyp zuzuordnen war. Für zwei weitere identifizierte Gene, ein Kupfertransporter (MtCoT) und ein Zucker- bzw. Inositoltransporter (MtSuT), wurden RNA-Interferenz (RNAi)-Untersuchungen durchgeführt. Dabei stellte sich in beiden Fällen heraus, dass, sobald ein RNAi-Effekt in den transformierten Wurzeln vorlag, diese in einem deutlich geringerem Ausmaß wie in der Wurzelkontrolle von G. intraradices kolonisiert worden sind. Im Falle von MtCoT könnte das aus dem selben Grund geschehen, wie im Falle von MtPt4. Welche Rolle MtSuT genau in der Ausbildung der AMS spielt und welche Rolle Inositol in der Aus- bildung der AMS spielt müsste durch weitere Untersuchungen am Protein untersucht werden. Weitere Untersuchen an den in dieser Arbeit als spezifisch für arbuskelhaltige Zellen gezeigten Genen MtAmT, MtPPK und MtOFTN könnten ebenfalls aufschlussreich für das weitere Verständnis der AMS sein. Dies trifft auch auf die TFs MtNTS und MtDES zu, die zwar nicht ausschließlich arbuskelspezifisch transkribiert werden, aber auch eine Rolle in der Regulation der AMS innerhalb von M. truncatula Wurzeln zu spielen scheinen.