Oligomerization and protein-protein interactions of the sensory histidine kinase DcuS in Escherichia coli

DcuS is a membrane-integral sensory histidine kinase involved in the DcuSR two-component regulatory system in Escherichia coli by regulating the gene expression of C4-dicarboxylate metabolism in response to external stimuli. How DcuS mediates the signal transduction across the membrane remains little understood. This study focused on the oligomerization and protein-protein interactions of DcuS by using quantitative Fluorescence Resonance Energy Transfer (FRET) spectroscopy. A quantitative FRET analysis for fluorescence spectroscopy has been developed in this study, consisting of three steps: (1) flexible background subtraction to yield background-free spectra, (2) a FRET quantification method to determine FRET efficiency (E) and donor fraction (fD = [donor] / ([donor]+[acceptor])) from the spectra, and (3) a model to determine the degree of oligomerization (interaction stoichiometry) in the protein complexes based on E vs. fD. The accuracy and applicability of this analysis was validated by theoretical simulations and experimental systems. These three steps were integrated into a computer procedure as an automatic quantitative FRET analysis which is easy, fast, and allows high-throughout to quantify FRET accurately and robustly, even in living cells. This method was subsequently applied to investigate oligomerization and protein-protein interactions, in particular in living cells. Cyan (CFP) and yellow fluorescent protein (YFP), two spectral variants of green fluorescent protein, were used as a donor-acceptor pair for in vivo measurements. Based on CFP- and YFP-fusions of non-interacting membrane proteins in the cell membrane, a minor FRET signal (E = 0.06 ± 0.01) can be regarded as an estimate of direct interaction between CFP and YFP moieties of fusion proteins co-localized in the cell membrane (false-positive). To confirm if the FRET occurrence is specific to the interaction of the investigated proteins, their FRET efficiency should be clearly above E = 0.06. The oligomeric state of DcuS was examined both in vivo (CFP/YFP) and in vitro (two different donor-acceptor pairs of organic dyes) by three independent experimental systems. The consistent occurrence of FRET in vitro and in vivo provides the evidence for the homo-dimerization of DcuS as full-length protein for the first time. Moreover, novel interactions (hetero-complexes) between DcuS and its functionally related proteins, citrate-specific sensor kinase CitA and aerobic dicarboxylate transporter DctA respectively, have been identified for the first time by intermolecular FRET in vivo. This analysis can be widely applied as a robust method to determine the interaction stoichiometry of protein complexes for other proteins of interest labeled with adequate fluorophores in vitro or in vivo.

Der Carrier DcuB als zweiter Sensor des Zweikomponentensystems DcuSR in Escherichia coli

Escherichia coli kann C4-Dicarboxylate und andere Carbonsäuren als Substrate für den aeroben und anaeroben Stoffwechsel nutzen. Die Anwesenheit von C4-Dicarboxylaten im Außenmedium wird über das Zweikomponentensystem DcuSR, bestehend aus der membranständigen Sensorkinase DcuS und dem cytoplasmatischen Responseregulator DcuR, erkannt. Die Bindung von C4-Dicarboxylaten an die periplasmatische Domäne von DcuS führt zu einer Induktion der Zielgene. Hierzu zählen die Gene für den anaeroben Fumarat/Succinat-Antiporter DcuB (dcuB), die anaerobe Fumarase (fumB) und die Fumaratreduktase (frdABCD). Unter aeroben Bedingungen stimuliert DcuSR die Expression des dctA Gens, das für den aeroben C4-Dicarboxylat-Carrier DctA kodiert. Für den Carrier DcuB konnte eine regulatorische Funktion bei der Expression der DcuSR-regulierten Gene gezeigt werden. Die Inaktivierung des dcuB Gens führte bereits ohne Fumarat zu einer maximalen Expression einer dcuB´-´lacZ Reportergenfusion und anderer DcuSR-abhängiger Gene. Diese Stimulierung erfolgte nur in einem dcuS-positiven Hintergrund. DcuB unterscheidet sich damit von den alternativen Carriern DcuA und DcuC, die diesen Effekt nicht zeigten. Mithilfe ungerichteter Mutagenese wurden DcuB-Punktmutanten hergestellt (Thr394Ile und Asp398Asn), die eine Geninduktion verursachten, aber eine intakte Transportfunktion besaßen. Dies zeigt, dass der regulatorische Effekt von DcuB unabhängig von dessen Transportfunktion ist. Durch gerichtete Mutagenese wurde die Funktion einer Punktmutation (Thr394) näher charakterisiert. Es werden zwei Modelle zur Membrantopologie von DcuB und der Lage der Punktmutationen im Protein vorgestellt. Da DcuB seine regulatorische Funktion über eine Interaktion mit DcuS vermitteln könnte, wurden mögliche Wechselwirkungen zwischen DcuB und DcuS als auch DcuR mithilfe von Two-Hybrid-Systemen untersucht. Für biochemische Untersuchungen von DcuB wurde außerdem die Expression des Proteins in vivo und in vitro versucht. Unter aeroben Bedingungen beeinflusst der C4-Dicarboxylat-Carrier DctA die Expression der DcuSR-abhängigen Gene. Eine Mutation des dctA Gens bewirkte eine stärkere Expression einer dctA´-´lacZ Reportergenfusion im Vergleich zum Wildtyp. Diese Expression nahm in einem dcuS-negativen Hintergrund ab, die Succinat-abhängige Induktion blieb jedoch erhalten. Unter anaeroben Bedingungen kann das dctA Gen auch durch Inaktivierung von DcuB induziert werden. Es wird ein Modell vorgestellt, das die Beteiligung beider Carrier an der DcuSR-abhängigen Regulation erklärt.

Reliability and consistency affect the integration of visual depth cues

Abstract Originalsprache (englisch) Visual perception relies on a two-dimensional projection of the viewed scene on the retinas of both eyes. Thus, visual depth has to be reconstructed from a number of different cues that are subsequently integrated to obtain robust depth percepts. Existing models of sensory integration are mainly based on the reliabilities of individual cues and disregard potential cue interactions. In the current study, an extended Bayesian model is proposed that takes into account both cue reliability and consistency. Four experiments were carried out to test this model's predictions. Observers had to judge visual displays of hemi-cylinders with an elliptical cross section, which were constructed to allow for an orthogonal variation of several competing depth cues. In Experiment 1 and 2, observers estimated the cylinder's depth as defined by shading, texture, and motion gradients. The degree of consistency among these cues was systematically varied. It turned out that the extended Bayesian model provided a better fit to the empirical data compared to the traditional model which disregards covariations among cues. To circumvent the potentially problematic assessment of single-cue reliabilities, Experiment 3 used a multiple-observation task, which allowed for estimating perceptual weights from multiple-cue stimuli. Using the same multiple-observation task, the integration of stereoscopic disparity, shading, and texture gradients was examined in Experiment 4. It turned out that less reliable cues were downweighted in the combined percept. Moreover, a specific influence of cue consistency was revealed. Shading and disparity seemed to be processed interactively while other cue combinations could be well described by additive integration rules. These results suggest that cue combination in visual depth perception is highly flexible and depends on single-cue properties as well as on interrelations among cues. The extension of the traditional cue combination model is defended in terms of the necessity for robust perception in ecologically valid environments and the current findings are discussed in the light of emerging computational theories and neuroscientific approaches.

In vivo consequences of AML1-ETO fusion protein expression for hematopoiesis

The t(8;21) (q22;q22) translocation fusing the ETO (also known as MTG8) gene on human chromosome 8 with the AML1 (also called Runx1 or CBFα) gene on chromosome 21 is one of the most common genetic aberrations found in acute myeloid leukemia (AML). This chromosomal translocation occurs in 12 % of de novo AML cases and in up to 40 % of the AML-M2 subtype of the French-American-British classification. To date, the in vivo function of aberrant AML1-ETO fusion protein expression has been investigated by several groups. However, in these studies, controversial results were reported and some key issues remain unknown. Importantly, the consequences of aberrant AML1-ETO expression for self-renewing hematopoietic stem cells (HSCs), multipotent hematopoietic progenitors (MPPs) and lineage-restricted precursors are not known. rn The aim of this thesis was to develop a novel experimental AML1-ETO in vivo model that (i) overcomes the current lack of insight into the pre-leukemic condition of t(8;21)-associated AML, (ii) clarifies the in vivo consequences of AML1-ETO for HSCs, MPPs, progenitors and more mature blood cells and (iii) generates an improved mouse model suitable for mirroring the human condition. For this purpose, a conditional tet on/off mouse model expressing the AML1-ETO fusion protein from the ROSA26 (R26) locus was generated. rn Aberrant AML1-ETO activation in compound ROSA26/tetOAML1-ETO (R26/AE) mice caused high rates of mortality, an overall disruption of hematopoietic organs and a profound alteration of hematopoiesis. However, since the generalized activity of the R26 locus did not recapitulate the leukemic condition found in human patients, it was important to restrict AML1-ETO expression to blood cell lineages. Therefore, bone marrow cells from non-induced R26/AE mice were adoptively transplanted into sublethal irradiated RAG2-/- recipient mice. First signs of phenotypical differences between AML1-ETO-expressing and control mice were observed after eight to nine months of transgene induction. AML1-ETO-expressing mice showed profound changes in hematopoietic organs accompanied by manifest extramedullary hematopoiesis. In addition, a block in early erythropoiesis, B- and T-cell maturation was observed and granulopoiesis was significantly enhanced. Most interestingly, conditional activation of AML1-ETO in chimeric mice did not increase HSCs, MPPs, common lymphoid precursors (CLPs), common myeloid progenitors (CMPs) and megakaryocyte-erythrocyte progenitors (MEPs) but promoted the selective amplification of granulocyte-macrophage progenitors (GMPs). rn The results of this thesis provide clear experimental evidence how aberrant AML1-ETO modulates the developmental properties of normal hematopoiesis and establishes for the first time that AML1-ETO does not increase HSCs, MPPs and common lineage-restricted progenitor pools but specifically amplifies GMPs. The here presented mouse model not only clarifies the role of aberrant AML1-ETO for shaping hematopoietic development but in addition has strong implications for future therapeutic strategies and will be an excellent pre-clinical tool for developing and testing new approaches to treat and eventually cure AML.rn

Flagellin:allergen fusion proteins as novel vaccines for the treatment of severe type I allergies

Over the last decades the prevalence of food allergies has continually increased on a world wide scale. While there are effective treatments available for bee and wasp venom allergic patients, there is currently no established therapy for the treatment of severe food allergies. Aim of the project was to genetically fuse different food allergens with the immune modulating Toll-like receptor 5 (TLR5)-ligand flagellin and to test these constructs for their immune modulatory capacities both in vitro and in vivo. Chicken ovalbumin (Ova) as model antigen, Pru p 3, and Ara h 2 the respective major allergens from peach and peanut were used as allergens. The potential vaccine candidates were characterized by protein biochemical methods (purity, folding, endotoxin contaminations). Moreover, their immune modulating effects on cell culture lines (TLR5-receptor activation) and primary mouse immune cells (myeloid and plasmacytoid dendritic cells) were investigated. Additionally, the prophylactic and therapeutic use of the flagellin Ova fusion protein (rflaA:Ova) were investigated in a mouse model of intestinal allergy. In myeloid dendritic cells (mDC) stimulation with the fusion proteins led to a strong cell activation and cytokine secretion. Here, the fusion proteins proved to be a much stronger stimulus than the equimolar amount of both proteins provided alone or as a mixture. Noteworthy, stimulation with rflaA:Ova induced the secretion of the anti-inflammatory cytokine IL-10 from mDC. In co-culture experiments this IL-10 secretion suppressed the Ova-induced secretion of Th1 and Th2 cytokines from Ova-specific CD4 T cells. Using MyD88-deficient mDC this repression of cytokine secretion was shown to be TLR-dependent. Finally, the potency of the rflaA:Ova construct was investigated in a mouse model of Ova-induced intestinal allergy. In a prophylactic vaccination approach rflaA:Ova was shown to prevent the establishment of the intestinal allergy and all associated symptoms (weight loss, temperature drop, soft faeces). This fusion protein-mediated protection was accompanied by a reduced T cell activation, and reduced Th2 cytokines in intestinal homogenates. These effects were paralleled by a strong induction of Ova-specific IgG2a antibodies in rflaA:Ova-vaccinated sera, while Ova-specific IgE antibody production was significantly reduced. Therapeutic vaccination with rflaA:Ova reduced allergic symptoms and T cell activation but did not influence weight loss and antibody production. In all in vivo experiments vaccination with both proteins either provided alone or as a mixture did not have comparable effects. Future experiments aim at elucidating the mechanism and further optimization of the therapeutic vaccination approach. The results presented in this thesis demonstrate, that fusion proteins containing flagellin have strong immune modulatory capacities both in vitro and in vivo. Therefore, such constructs are promising vaccine candidates for the therapy of type I allergies.

A new information fusion method for land-use classification using high resolution satellite imagery

Satellite image classification involves designing and developing efficient image classifiers. With satellite image data and image analysis methods multiplying rapidly, selecting the right mix of data sources and data analysis approaches has become critical to the generation of quality land-use maps. In this study, a new postprocessing information fusion algorithm for the extraction and representation of land-use information based on high-resolution satellite imagery is presented. This approach can produce land-use maps with sharp interregional boundaries and homogeneous regions. The proposed approach is conducted in five steps. First, a GIS layer - ATKIS data - was used to generate two coarse homogeneous regions, i.e. urban and rural areas. Second, a thematic (class) map was generated by use of a hybrid spectral classifier combining Gaussian Maximum Likelihood algorithm (GML) and ISODATA classifier. Third, a probabilistic relaxation algorithm was performed on the thematic map, resulting in a smoothed thematic map. Fourth, edge detection and edge thinning techniques were used to generate a contour map with pixel-width interclass boundaries. Fifth, the contour map was superimposed on the thematic map by use of a region-growing algorithm with the contour map and the smoothed thematic map as two constraints. For the operation of the proposed method, a software package is developed using programming language C. This software package comprises the GML algorithm, a probabilistic relaxation algorithm, TBL edge detector, an edge thresholding algorithm, a fast parallel thinning algorithm, and a region-growing information fusion algorithm. The county of Landau of the State Rheinland-Pfalz, Germany was selected as a test site. The high-resolution IRS-1C imagery was used as the principal input data.